WHY CONTRIBUTE YOUR CONTENT: To the Medical Executive-Post

By Dr. David Edward Marcinko MBA MEd, Ann Miller RN MHA CPHQ and Staff Reporters

INFORMATION AND NEWS PORTAL

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Contribute Your Knowledge to the Medical Executive-Post.com

Healthcare, finance and economics today is defined by rapid transformation, complex challenges, and the urgent need for visionary leadership. Contributing your expertise to the Medical Executive Post.com blog is more than an opportunity to share ideas; it is a chance to shape conversations that influence the future of medical administration, health economics and finance.

At its core, the role of a physician, nurse, medical executive, financial advisor, investment planner, CPA or healthcare attorney is about bridging the gap between expertise and dissemination strategy. These opinions bring invaluable perspectives, and it is the ME-P that ensures these voices are harmonized into a coherent vision. Writing for Medical Executive Post.com allows contributors to highlight best practices, share lessons learned, and inspire peers to think critically about how leadership can improve outcomes.

One of the most pressing issues facing healthcare and financial executives today is resource management. Rising costs, workforce shortages, and the integration of new technologies demand innovative solutions. By contributing to this blog, you can explore strategies that balance fiscal responsibility with compassionate care. For example, discussing how tele-medicine, block chain or artificial intelligence can expand access without overwhelming budgets, or how data analytics can streamline operations while enhancing patient safety, provides actionable insights for leaders navigating these challenges.

Equally important is the ethical dimension of medical and financial leadership. Executives are entrusted with decisions that affect not only institutions but also the lives of patients and communities. Contributing to the blog offers a platform to advocate for transparency, accountability, and equity. Sharing perspectives on how to build inclusive healthcare and financial systems, or how to foster trust through ethical governance, ensures that leadership remains grounded in values as well as efficiency.

Finally, the blog is a space for collaboration. Healthcare finance is not a solitary endeavor; it thrives on networks of professionals who learn from one another. By writing for Medical Executive Post.com, you join a community dedicated to advancing the profession. Whether through case studies, thought pieces, or reflections on leadership journeys, each contribution strengthens the collective knowledge base and inspires others to lead with courage and vision.

In conclusion, contributing to Medical Executive Post.com is about more than publishing words online. It is about shaping the dialogue that defines modern healthcare financial and economic leadership. Through thoughtful analysis, ethical reflection, and collaborative spirit, we aim to use this platform to advance the mission of those executives everywhere: delivering care that is innovative, equitable, and deeply human.

Smart Readers – Brilliant Writers – Informed Contributors!

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WHY CONTRIBUTE CONTENT: To the Medical Executive-Post

By Dr. David Edward Marcinko MBA MEd, Ann Miller RN MHA CPHQ and Staff Reporters

INFORMATION AND NEWS PORTAL

***

***

Contribute Your Knowledge to the Medical Executive-Post.com

Healthcare, finance and economics today is defined by rapid transformation, complex challenges, and the urgent need for visionary leadership. Contributing your expertise to the Medical Executive Post.com blog is more than an opportunity to share ideas; it is a chance to shape conversations that influence the future of medical administration, health economics and finance.

At its core, the role of a physician, nurse, medical executive, financial advisor, investment planner, CPA or healthcare attorney is about bridging the gap between expertise and dissemination strategy. These opinions bring invaluable perspectives, and it is the ME-P that ensures these voices are harmonized into a coherent vision. Writing for Medical Executive Post.com allows contributors to highlight best practices, share lessons learned, and inspire peers to think critically about how leadership can improve outcomes.

One of the most pressing issues facing healthcare and financial executives today is resource management. Rising costs, workforce shortages, and the integration of new technologies demand innovative solutions. By contributing to this blog, you can explore strategies that balance fiscal responsibility with compassionate care. For example, discussing how tele-medicine, block chain or artificial intelligence can expand access without overwhelming budgets, or how data analytics can streamline operations while enhancing patient safety, provides actionable insights for leaders navigating these challenges.

Equally important is the ethical dimension of medical and financial leadership. Executives are entrusted with decisions that affect not only institutions but also the lives of patients and communities. Contributing to the blog offers a platform to advocate for transparency, accountability, and equity. Sharing perspectives on how to build inclusive healthcare and financial systems, or how to foster trust through ethical governance, ensures that leadership remains grounded in values as well as efficiency.

Finally, the blog is a space for collaboration. Healthcare finance is not a solitary endeavor; it thrives on networks of professionals who learn from one another. By writing for Medical Executive Post.com, you join a community dedicated to advancing the profession. Whether through case studies, thought pieces, or reflections on leadership journeys, each contribution strengthens the collective knowledge base and inspires others to lead with courage and vision.

In conclusion, contributing to Medical Executive Post.com is about more than publishing words online. It is about shaping the dialogue that defines modern healthcare financial and economic leadership. Through thoughtful analysis, ethical reflection, and collaborative spirit, we aim to use this platform to advance the mission of those executives everywhere: delivering care that is innovative, equitable, and deeply human.

Smart Readers – Brilliant Writers – Informed Contributors!

Please Like, CONTRIBUTE CONTENT and Subscribe

SPONSORSHIPS ALSO AVAILABLE: https://medicalexecutivepost.com/sponsors/

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EDI: In Financial Planning

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NEW MEDICAL PRACTICE: Business Plan Construction

By Dr. David Edward Marcinko MBA MEd

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How to Write a New Medical Practice Business Plan

Starting a new medical practice is both an exciting and daunting endeavor. Beyond the clinical expertise required to deliver quality care, success hinges on the ability to structure the practice as a sustainable business. A well-crafted business plan serves as the blueprint for this journey, guiding decisions, attracting investors, and ensuring long-term viability. Writing such a plan requires clarity, foresight, and attention to detail.

Defining the Vision and Mission

The first step in writing a medical practice business plan is articulating the vision and mission. The vision describes the long-term aspirations of the practice, such as becoming a trusted community healthcare provider or specializing in cutting-edge treatments. The mission, on the other hand, defines the practice’s purpose and values, focusing on patient care, accessibility, and innovation. These statements set the tone for the entire plan and help align staff, investors, and patients with the practice’s goals.

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Market Analysis

A medical practice does not exist in isolation; it operates within a competitive and regulated environment. Conducting a thorough market analysis is essential. This includes identifying the demographics of the target patient population, understanding local healthcare needs, and evaluating competitors. For example, a practice opening in a suburban area may find demand for family medicine, while one in an urban center may identify opportunities in urgent care or specialty services. Market analysis also involves assessing trends such as telemedicine adoption, insurance coverage shifts, and patient expectations for convenience and transparency.

Services and Differentiation

Once the market landscape is clear, the plan should outline the services the practice will provide. These may range from general primary care to specialized offerings such as dermatology, pediatrics, or orthopedics. It is important to highlight how the practice will differentiate itself. Differentiation could come from extended hours, patient-centered technology, holistic care approaches, or specialized expertise. Clearly defining services ensures that the practice meets real needs while standing out from competitors.

Operational Structure

The operational structure section details how the practice will function day-to-day. This includes staffing requirements, workflow design, and technology integration. Staffing plans should specify the number of physicians, nurses, administrative staff, and support personnel needed. Workflow design addresses patient intake, appointment scheduling, billing, and follow-up care. Technology integration, such as electronic health records and telehealth platforms, is increasingly vital for efficiency and compliance. A strong operational plan ensures smooth functioning and enhances patient satisfaction.

Legal and Regulatory Considerations

Healthcare is one of the most regulated industries, and compliance is non-negotiable. The business plan must address licensing requirements, credentialing, HIPAA compliance, and insurance contracts. It should also outline risk management strategies, including malpractice coverage and protocols for patient safety. Addressing these considerations upfront demonstrates responsibility and reduces the likelihood of costly legal challenges later.

Marketing and Patient Acquisition

No matter how skilled the physicians, a practice cannot thrive without patients. The marketing strategy section of the plan should detail how the practice will attract and retain patients. This may involve digital marketing campaigns, community outreach, partnerships with local organizations, or referral networks. Branding is equally important, as it shapes the practice’s identity and reputation. A clear marketing plan ensures that the practice builds visibility and trust in the community.

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Financial Planning

Financial planning is the backbone of any business plan. This section should include startup costs, revenue projections, and expense management. Startup costs may encompass leasing or purchasing office space, medical equipment, technology systems, and initial staffing. Revenue projections should be realistic, based on patient volume estimates and reimbursement rates. Expense management requires careful budgeting for salaries, supplies, utilities, and insurance. Including cash flow analysis and break-even projections helps demonstrate financial sustainability.

Growth and Expansion Strategy

A new medical practice should not only plan for survival but also for growth. The business plan should outline strategies for expansion, whether through adding new services, opening additional locations, or adopting innovative technologies. Growth strategies should be flexible, allowing the practice to adapt to changing patient needs and industry trends. This forward-looking approach reassures stakeholders that the practice is built for longevity.

Implementation Timeline

Finally, the plan should include a timeline for implementation. This timeline breaks down the steps required to launch the practice, from securing financing and signing leases to hiring staff and opening doors to patients. Setting milestones ensures accountability and helps track progress. A realistic timeline also allows for adjustments when unexpected challenges arise.

Conclusion

Writing a business plan for a new medical practice is a comprehensive process that blends vision with practicality. It requires defining goals, analyzing the market, detailing operations, ensuring compliance, planning finances, and strategizing growth. More than a document, the plan becomes a living guide that evolves with the practice. By investing time and effort into crafting a thoughtful business plan, healthcare professionals can transform their expertise into a thriving enterprise that serves patients and sustains itself in a competitive environment.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit a RFP for speaking engagements: MarcinkoAdvisors@outlook.com

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BUSINESS OF MEDIAL PRACTICE: Text Book Review

CYBER MONDAY – BUY NOW!

By Ann Miller RN MHA CPHQ

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The Business of Medical Practice by David E. Marcinko

David E. Marcinko’s The Business of Medical Practice is a comprehensive exploration of the intersection between healthcare delivery and the economic realities that shape it. Unlike many texts that focus narrowly on clinical practice or purely financial management, Marcinko’s work attempts to bridge the gap between medicine as a profession and medicine as a business. The book is ambitious in scope, covering topics ranging from practice management and healthcare economics to ethics, marketing, and the evolving role of technology in medical enterprises. It is both a practical guide and a conceptual framework for understanding how modern medical practices must adapt to survive in a competitive and rapidly changing environment.

One of the book’s central strengths lies in its recognition that physicians are not only healers but also entrepreneurs. Marcinko emphasizes that running a medical practice requires the same strategic thinking, financial literacy, and operational efficiency demanded of any business leader. He argues that physicians often underestimate the importance of business acumen, assuming that clinical expertise alone will guarantee success. By challenging this assumption, the book provides a wake-up call to healthcare professionals who may be unprepared for the realities of reimbursement models, regulatory compliance, and patient expectations in the twenty-first century.

The text is organized in a way that allows readers to navigate both broad themes and specific issues. Marcinko discusses macroeconomic forces such as healthcare policy, insurance structures, and demographic shifts, while also delving into micro-level concerns like billing systems, staffing, and marketing strategies. This dual perspective is particularly valuable because it situates the medical practice within a larger ecosystem. Physicians are reminded that their success is not determined solely by their own decisions but also by external pressures such as government regulation, technological disruption, and the consolidation of healthcare systems.

Another notable aspect of the book is its attention to ethics and professionalism. Marcinko does not reduce medicine to a mere profit-driven enterprise; instead, he acknowledges the tension between financial sustainability and patient-centered care. He explores how physicians can balance the need for profitability with their ethical obligations, suggesting that sound business practices can actually enhance patient outcomes by ensuring the longevity and stability of the practice. This nuanced approach prevents the book from being dismissed as purely mercenary and instead frames it as a guide to responsible stewardship of medical resources.

The book also highlights the growing importance of technology in healthcare. Marcinko discusses electronic health records, telemedicine, and digital marketing as tools that can transform the way practices operate. His analysis anticipates many of the challenges and opportunities that have since become central to healthcare management. By encouraging physicians to embrace innovation rather than resist it, Marcinko positions the medical practice as a dynamic entity capable of evolving alongside broader societal changes.

Despite its many strengths, the book is not without limitations. Its breadth, while impressive, can sometimes feel overwhelming. Readers looking for a step-by-step manual may find the text too expansive, as it covers a wide array of topics without always providing detailed implementation strategies. Additionally, the book’s emphasis on the business side of medicine may be unsettling to those who view healthcare as a vocation rather than a commercial enterprise. Marcinko’s pragmatic tone, however, makes clear that ignoring the financial realities of practice management is not an option in today’s environment.

Ultimately, The Business of Medical Practice is a valuable resource for physicians, administrators, and students of healthcare management. It challenges traditional assumptions about the role of the physician and provides a framework for thinking about medicine as both a profession and a business. Marcinko’s work underscores the reality that clinical excellence must be paired with financial and operational competence if medical practices are to thrive. By blending practical advice with conceptual insights, the book equips readers with the tools to navigate the complex landscape of modern healthcare.

In conclusion, Marcinko’s text is more than a book; it is a call to action. It urges healthcare professionals to recognize that their success depends not only on their ability to diagnose and treat but also on their capacity to manage, innovate, and lead. For those willing to embrace this dual identity, The Business of Medical Practice offers both guidance and inspiration. It is a timely reminder that medicine, while rooted in compassion and science, must also be sustained by sound business principles.

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TEXT BOOK REVIEW: Hospitals and Healthcare Organizations

CYBER MONDAY

By Ann Miller RN MHA CPHQ

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David Edward Marcinko’s Hospitals and Healthcare Organizations is a comprehensive exploration of the complex systems that underpin modern healthcare delivery. The book serves as both a practical guide and a conceptual framework for understanding how hospitals and related institutions function within the broader healthcare ecosystem. Marcinko’s work is notable for its ability to bridge the gap between theory and practice, offering readers insights into management, policy, finance, and patient care, all while emphasizing the interconnectedness of these domains.

One of the central themes of the book is the evolution of hospitals from charitable institutions into sophisticated organizations that must balance clinical excellence with financial sustainability. Marcinko highlights how hospitals have transformed over time, adapting to advances in medical technology, shifting patient expectations, and the pressures of regulatory oversight. This historical perspective is crucial because it underscores the dynamic nature of healthcare organizations, reminding readers that hospitals are not static entities but living systems that must continually evolve to meet societal needs.

The book also delves deeply into the organizational structures that define hospitals. Marcinko examines the roles of boards of directors, executive leadership, medical staff, and support personnel, illustrating how each group contributes to the overall mission of the institution. He emphasizes the importance of governance and accountability, noting that effective leadership is essential for aligning clinical priorities with financial realities. By presenting hospitals as multifaceted organizations, Marcinko encourages readers to appreciate the delicate balance required to maintain operational efficiency while delivering high‑quality patient care.

Another significant focus of the text is healthcare finance. Marcinko provides detailed discussions of reimbursement models, cost control strategies, and the economic challenges facing hospitals in an era of rising expenses and constrained resources. He explains how hospitals must navigate complex payment systems, including private insurance, government programs, and patient billing, while simultaneously investing in infrastructure and innovation. This financial lens is critical because it reveals the tension between the altruistic mission of healthcare and the pragmatic necessity of fiscal responsibility. Marcinko’s analysis makes clear that without sound financial management, even the most clinically advanced hospital cannot sustain itself.

The book also addresses the role of hospitals within the larger healthcare delivery system. Marcinko situates hospitals alongside outpatient clinics, long‑term care facilities, and community health organizations, demonstrating how these entities form an integrated network of care. He argues that hospitals must collaborate with other providers to ensure continuity of care, reduce duplication of services, and improve patient outcomes. This systems‑based approach reflects the growing emphasis on coordinated care and population health management, both of which are essential for addressing the challenges of chronic disease and aging populations.

Marcinko does not shy away from discussing the ethical and social dimensions of hospital management. He explores issues such as access to care, disparities in health outcomes, and the responsibilities of hospitals to their communities. By weaving these considerations into his analysis, Marcinko reminds readers that hospitals are not merely businesses but social institutions with obligations that extend beyond their walls. This perspective reinforces the idea that healthcare organizations must balance profitability with compassion, efficiency with equity.

The book’s practical orientation is evident in its attention to strategic planning and operational improvement. Marcinko offers frameworks for decision‑making, performance measurement, and quality assurance, all of which are vital for hospital administrators and healthcare leaders. He stresses the importance of adaptability, urging organizations to remain responsive to external pressures such as policy changes, technological innovations, and shifting patient demographics. In doing so, he positions hospitals as dynamic entities that must constantly recalibrate their strategies to remain relevant and effective.

Ultimately, Hospitals and Healthcare Organizations is a valuable resource for anyone seeking to understand the complexities of healthcare management. Marcinko’s work combines historical context, organizational theory, financial analysis, and ethical reflection into a cohesive narrative that captures the multifaceted nature of hospitals. The book underscores the reality that hospitals are at once places of healing, centers of innovation, and businesses that must operate within competitive and regulated environments. By presenting hospitals in this holistic manner, Marcinko equips readers with the knowledge and perspective needed to navigate the challenges of modern healthcare.

In conclusion, Marcinko’s book is more than a manual for hospital administrators; it is a thoughtful examination of the role hospitals play in society. It highlights the delicate balance between clinical care and organizational sustainability, reminding readers that hospitals must serve both patients and communities while remaining financially viable. Through its blend of theory and practice, the book provides a roadmap for understanding and improving healthcare organizations in an ever‑changing landscape.

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HEALTH DICTIONARY SERIES.org

http://www.HEALTHDICTIONARYSERIES.org

By Ann Miller RN MHA CPHQ

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In the digital era, the pursuit of accessible and reliable health information has become a cornerstone of public empowerment. HealthDictionarySeries.org stands as a conceptual beacon in this landscape, offering a structured and comprehensive approach to understanding the complex vocabulary of healthcare. By presenting medical, financial, technological, and policy-related terms in dictionary format, the platform bridges the gap between professional jargon and everyday comprehension. Its mission is not simply to define words, but to cultivate health literacy, foster confidence, and encourage informed decision-making among diverse audiences.

At its core, HealthDictionarySeries.org embodies the principle that knowledge is power. Healthcare systems are notoriously complex, filled with acronyms, specialized terminology, and evolving concepts that can intimidate even seasoned professionals. For patients, this complexity often creates barriers to understanding diagnoses, insurance policies, or treatment options. A dictionary series dedicated to health provides clarity, transforming intimidating language into approachable explanations. This empowers individuals to engage meaningfully with their providers, ask informed questions, and take active roles in their own care.

The scope of such a series is expansive. HealthDictionarySeries.org does not limit itself to clinical medicine alone; it extends into related domains such as health economics, insurance, and information technology. This breadth reflects the reality that healthcare is not confined to the doctor’s office. It is shaped by financial systems, policy frameworks, and digital infrastructures. By offering dictionaries across these domains, the platform acknowledges the interconnectedness of modern healthcare and equips users with tools to navigate it holistically.

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Equally important is the educational dimension. Students in health sciences, public health, or medical administration benefit from concise, reliable definitions that support their learning. Teachers can integrate dictionary entries into coursework, using them as building blocks for deeper exploration. Professionals, meanwhile, gain quick access to standardized terminology that enhances communication across disciplines. In this way, HealthDictionarySeries.org functions as both a study aid and a professional resource, reinforcing its value across multiple levels of expertise.

Accessibility is another defining feature. By existing online, the series ensures that knowledge is available to anyone with an internet connection. This democratization of information reduces disparities, particularly for individuals who may lack access to formal education or specialized libraries. The platform’s design likely emphasizes clarity, simplicity, and inclusivity, ensuring that definitions are not only accurate but also understandable to readers with varying literacy levels. Such accessibility is vital in promoting equity within healthcare, where misunderstandings can have serious consequences.

The dynamic nature of an online dictionary also allows for continual updates. Medicine and healthcare evolve rapidly, with new technologies, treatments, and policies emerging regularly. A digital platform can adapt to these changes, revising entries and adding new ones as needed. This ensures that users are not relying on outdated information, but instead have access to current knowledge that reflects the latest developments in the field. In this way, HealthDictionarySeries.org remains relevant and trustworthy over time.

Beyond individual empowerment, the platform contributes to broader societal goals. Health literacy is increasingly recognized as a determinant of public health outcomes. Communities with higher levels of understanding are better equipped to adopt preventive measures, comply with treatment regimens, and advocate for systemic improvements. By providing accessible definitions and explanations, HealthDictionarySeries.org supports these outcomes, fostering healthier populations and more resilient healthcare systems.

The project also highlights the importance of language in shaping perception. Words carry weight, and in healthcare, they can influence emotions, decisions, and trust. A dictionary series that carefully defines terms helps to neutralize confusion and reduce anxiety. For example, a patient encountering a complex insurance term may feel overwhelmed until they find a clear explanation that restores confidence. Similarly, professionals working across disciplines benefit from standardized definitions that minimize miscommunication. In both cases, language becomes a tool for clarity rather than a barrier.

In conclusion, HealthDictionarySeries.org represents more than a collection of definitions. It is a platform dedicated to empowerment, education, and equity. By simplifying complex terminology, covering diverse domains, and maintaining accessibility, it transforms healthcare language into a resource for all. Its impact extends from individual patients to entire communities, reinforcing the idea that informed people are healthier people. In a world where healthcare continues to grow in complexity, such initiatives are not merely helpful—they are essential.

http://www.HEALTHDICTIONARYSERIES.org

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EDUCATION: Books

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PARADOX: Cold Weather Flu & Sickness

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EDI: In Medicine and Healthcare

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COMPOUNDING PHARMACY: Disadvantages

By Dr. David Edward Marcinko MBA MEd

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⚠️ Cons of Compounding Pharmacies

1. Quality and Safety Concerns

  • Medications are not FDA-approved, meaning they don’t go through the same rigorous testing as commercial drugs.
  • Risk of contamination or incorrect formulation if strict standards aren’t followed.
  • Potency can vary between batches, leading to inconsistent therapeutic effects.

2. Limited Regulation

  • Oversight is less stringent compared to mass-produced pharmaceuticals.
  • Standards may differ depending on the state or the specific pharmacy.
  • Patients may not always know whether their compounding pharmacy meets high-quality benchmarks.

3. Insurance and Cost Issues

  • Compounded medications are often not covered by insurance.
  • They can be more expensive due to customization and small-scale production.

4. Availability and Accessibility

  • Not all pharmacies offer compounding services.
  • Patients may need to travel farther or wait longer to receive their medication.

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5. Evidence and Efficacy

  • Limited clinical trials or scientific evidence supporting compounded formulations.
  • Effectiveness may rely heavily on anecdotal reports rather than standardized studies.

6. Risk of Errors

  • Human error in measuring, mixing, or labeling can lead to incorrect dosages.
  • Lack of standardized packaging may increase confusion for patients.

👉 In short: while compounding pharmacies can provide personalized solutions, the downsides include less regulation, higher costs, safety risks, and limited evidence of efficacy compared to FDA-approved medications.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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FINRA: Role and Importance

By Dr. David Edward Marcinko MBA MEd

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The Financial Industry Regulatory Authority (FINRA) is a cornerstone of the U.S. financial system, serving as a self-regulatory organization that oversees brokerage firms and their registered representatives. Established in 2007 through the consolidation of the National Association of Securities Dealers (NASD) and the regulatory arm of the New York Stock Exchange, FINRA plays a critical role in maintaining market integrity, protecting investors, and ensuring that the securities industry operates fairly and transparently.

Origins and Mission

FINRA’s creation was driven by the need for a unified regulatory body that could streamline oversight of broker-dealers. Its mission is straightforward yet vital: to safeguard investors and promote market integrity. Unlike government agencies such as the Securities and Exchange Commission (SEC), FINRA is a non-governmental organization, but it operates under the SEC’s supervision. This unique structure allows FINRA to act with agility while still being accountable to federal oversight.

Core Responsibilities

FINRA’s responsibilities are broad and multifaceted.

  • Licensing and Registration: FINRA ensures that brokers and brokerage firms meet professional standards before they can operate. This includes administering qualification exams such as the Series 7 and Series 63.
  • Rulemaking and Enforcement: FINRA develops rules that govern broker-dealer conduct and enforces them through disciplinary actions when violations occur.
  • Market Surveillance: FINRA monitors trading activity across U.S. markets to detect fraud, manipulation, or other irregularities.
  • Investor Education: Through initiatives like BrokerCheck, FINRA provides investors with tools to research brokers and firms, empowering them to make informed decisions.

Each of these functions contributes to a safer and more transparent marketplace.

Protecting Investors

Investor protection lies at the heart of FINRA’s mission. By enforcing ethical standards and monitoring trading practices, FINRA reduces the risk of misconduct such as insider trading, excessive risk-taking, or misleading investment advice. Its arbitration and mediation services also provide investors with avenues to resolve disputes with brokers outside of lengthy court proceedings. This combination of proactive regulation and accessible dispute resolution strengthens public trust in financial markets.

Challenges and Criticisms

Like any regulatory body, FINRA faces challenges. Critics argue that as a self-regulatory organization, it may be too close to the industry it oversees, raising concerns about conflicts of interest. Others question whether its penalties are sufficient to deter misconduct. Additionally, the rapid evolution of financial technology, cryptocurrency markets, and complex trading algorithms presents new regulatory hurdles. FINRA must continually adapt its rules and surveillance systems to keep pace with innovation.

Impact on the Financial System

Despite these challenges, FINRA’s impact is undeniable. By maintaining standards of conduct and transparency, it helps ensure that capital markets remain efficient and trustworthy. Investors, from individuals saving for retirement to institutions managing billions, rely on FINRA’s oversight to protect their interests. Broker-dealers, meanwhile, benefit from clear rules that create a level playing field and reduce systemic risk.

Conclusion

In summary, FINRA is an essential pillar of the U.S. financial regulatory framework. Its blend of licensing, rulemaking, enforcement, and investor education fosters confidence in the securities industry. While it must continue to evolve in response to technological and market changes, its mission remains constant: protecting investors and promoting integrity. Without FINRA’s presence, the risk of misconduct and instability in financial markets would be far greater. As the financial landscape grows more complex, FINRA’s role will only become more critical in ensuring that markets remain fair, transparent, and resilient.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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SINGULARITY: In Medicine Today?

By Dr. David Edward Marcinko MBA MEd

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The singularity promises to revolutionize medicine by accelerating diagnostics, treatment, and longevity—but it also demands ethical vigilance and systemic transformation.

The concept of the technological singularity refers to a hypothetical future moment when artificial intelligence (AI) surpasses human intelligence, triggering exponential advances in technology. In medicine, this could mark a turning point where AI-driven systems outperform human clinicians in diagnosis, treatment planning, and even biomedical research. While the singularity remains speculative, its implications for healthcare are profound and multifaceted.

One of the most promising impacts is in diagnostics and precision medicine. AI systems trained on vast datasets of medical images, genetic profiles, and patient histories could detect diseases earlier and more accurately than human doctors. For example, algorithms already outperform radiologists in identifying certain cancers from imaging scans. As we approach the singularity, these systems may evolve into autonomous diagnostic agents capable of real-time analysis and personalized recommendations, tailored to each patient’s unique biology.

Another transformative area is drug discovery and development. Traditional pharmaceutical research is slow and costly, often taking over a decade to bring a new drug to market. AI could dramatically shorten this timeline by simulating molecular interactions, predicting therapeutic targets, and optimizing clinical trial designs. With superintelligent systems, the pace of innovation could accelerate to the point where treatments for currently incurable diseases—like Alzheimer’s or certain cancers—become feasible within months.

The singularity also opens doors to radical longevity and human enhancement. Advances in nanotechnology, genomics, and regenerative medicine may converge to extend human lifespan significantly. AI could help decode the aging process, identify biomarkers of cellular decline, and engineer interventions that slow or reverse it. Some theorists even envision a future where aging is treated as a curable condition, and mortality becomes a choice rather than a biological inevitability.

However, these breakthroughs come with serious ethical and societal challenges. Data privacy, algorithmic bias, and access inequality are critical concerns. If singularity-level AI is controlled by a few corporations or governments, it could exacerbate global health disparities. Moreover, the replacement of human clinicians with machines raises questions about empathy, trust, and accountability in care. Who is responsible when an AI makes a life-altering mistake?

To navigate this future responsibly, medicine must embrace interdisciplinary collaboration. Ethicists, technologists, clinicians, and policymakers must work together to ensure that AI systems are transparent, equitable, and aligned with human values. Regulatory frameworks must evolve to keep pace with innovation, and medical education must prepare practitioners to work alongside intelligent machines.

In conclusion, the singularity represents both a promise and a peril for medicine. It offers unprecedented opportunities to enhance human health, but also demands careful stewardship to avoid unintended consequences.

As we edge closer to this horizon, the challenge will be not just technological, but deeply human: to harness intelligence beyond our own in service of healing, compassion, and justice.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com 

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PHYSICIAN: Car Repossessions Rise!

By Dr. David Edward Marcinko MBA MEd

SPONSOR: http://www.MarcinkoAssociates.com

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Physicians are increasingly facing car repossessions in 2025 due to rising debt, high vehicle prices, and economic pressures that are reshaping the financial landscape for medical professionals.

Traditionally viewed as financially secure, doctors are now among the growing number of Americans struggling to keep up with auto loan payments. The surge in car repossessions—expected to reach a record 10.5 million assignments by the end of 2025—has not spared the medical community. While physicians often earn higher-than-average incomes, they also carry significant financial burdens, including student loan debt, practice overhead, and personal expenses. These pressures are being amplified by macroeconomic forces such as inflation, high interest rates, and stagnant reimbursement rates.

One of the key contributors to this trend is the soaring cost of vehicles. In 2025, the average price of a new car in the U.S. surpassed $50,000, a dramatic increase from just a decade ago. For physicians who rely on vehicles for commuting between hospitals, clinics, and private practices, owning a reliable car is not a luxury—it’s a necessity. However, the combination of high sticker prices and elevated interest rates—averaging 7.3% for used cars and 11.5% for new cars—has made financing increasingly difficult.

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Even high-income professionals are not immune to the broader auto loan crisis. Subprime auto loan delinquencies reached 6.6% in early 2025, the highest rate in over 30 years.While physicians typically fall into the prime or super-prime credit categories, many are still affected by cash flow disruptions, especially those in private practice or rural areas where patient volumes and insurance reimbursements have declined. Additionally, younger doctors with substantial student debt may find themselves overleveraged, making it harder to keep up with car payments.

The emotional and professional toll of a car repossession can be significant. Beyond the embarrassment and logistical challenges, losing a vehicle can disrupt a physician’s ability to provide care, attend emergencies, or maintain a consistent work schedule. This can lead to further income loss, creating a vicious cycle of financial instability.

To combat this trend, some physicians are turning to financial advisors to restructure their debt, refinance auto loans, or downsize to more affordable vehicles. Others are advocating for systemic reforms, such as student loan forgiveness, higher Medicare reimbursements, and better financial literacy training during medical education.

In conclusion, the rise in car repossessions among doctors is a stark reminder that no profession is immune to economic volatility. As the cost of living continues to climb and financial pressures mount, even those in traditionally stable careers must adapt to protect their assets and livelihoods.

Addressing this issue requires both individual financial planning and broader policy changes to ensure that physicians can continue to serve their communities without the looming threat of personal financial collapse.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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SINGULARITY: In Finance and Investing

By Dr. David Edward Marcinko MBA MEd

SPONSOR: http://www.MarcinkoAssociates.com

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The singularity promises to revolutionize medicine by accelerating diagnostics, treatment, and longevity—but it also demands ethical vigilance and systemic transformation.

The concept of the technological singularity refers to a hypothetical future moment when artificial intelligence (AI) surpasses human intelligence, triggering exponential advances in technology. In medicine, this could mark a turning point where AI-driven systems outperform human clinicians in diagnosis, treatment planning, and even biomedical research. While the singularity remains speculative, its implications for healthcare are profound and multifaceted.

One of the most promising impacts is in diagnostics and precision medicine. AI systems trained on vast datasets of medical images, genetic profiles, and patient histories could detect diseases earlier and more accurately than human doctors. For example, algorithms already outperform radiologists in identifying certain cancers from imaging scans. As we approach the singularity, these systems may evolve into autonomous diagnostic agents capable of real-time analysis and personalized recommendations, tailored to each patient’s unique biology.

Another transformative area is drug discovery and development. Traditional pharmaceutical research is slow and costly, often taking over a decade to bring a new drug to market. AI could dramatically shorten this timeline by simulating molecular interactions, predicting therapeutic targets, and optimizing clinical trial designs. With superintelligent systems, the pace of innovation could accelerate to the point where treatments for currently incurable diseases—like Alzheimer’s or certain cancers—become feasible within months.

The singularity also opens doors to radical longevity and human enhancement. Advances in nanotechnology, genomics, and regenerative medicine may converge to extend human lifespan significantly. AI could help decode the aging process, identify biomarkers of cellular decline, and engineer interventions that slow or reverse it. Some theorists even envision a future where aging is treated as a curable condition, and mortality becomes a choice rather than a biological inevitability.

However, these breakthroughs come with serious ethical and societal challenges. Data privacy, algorithmic bias, and access inequality are critical concerns. If singularity-level AI is controlled by a few corporations or governments, it could exacerbate global health disparities. Moreover, the replacement of human clinicians with machines raises questions about empathy, trust, and accountability in care. Who is responsible when an AI makes a life-altering mistake?

To navigate this future responsibly, medicine must embrace interdisciplinary collaboration. Ethicists, technologists, clinicians, and policymakers must work together to ensure that AI systems are transparent, equitable, and aligned with human values. Regulatory frameworks must evolve to keep pace with innovation, and medical education must prepare practitioners to work alongside intelligent machines.

In conclusion, the singularity represents both a promise and a peril for medicine. It offers unprecedented opportunities to enhance human health, but also demands careful stewardship to avoid unintended consequences.

As we edge closer to this horizon, the challenge will be not just technological, but deeply human: to harness intelligence beyond our own in service of healing, compassion, and justice.

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EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit a RFP for speaking engagements: MarcinkoAdvisors@outlook.com

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Understanding Goodhart’s Law and Its Impact on Healthcare Artificial Intelligence

By Staff Reporters and Copilot A.I.

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Goodhart’s law is an adage often stated as, “When a measure becomes a target, it ceases to be a good measure”. It is named after British economist Charles Goodhart, who is credited with expressing the core idea of the adage in a 1975 article on monetary policy in the United Kingdom:

Any observed statistical regularity will tend to collapse once pressure is placed upon it for control purposes.

It was used to criticize the British Margaret Thatcher Government for trying to conduct monetary policy on the basis of targets for broad and narrow money, but the law reflects a much more general phenomenon.

And so, aother famous Goodhart’s Law example is the cobra effect, where well-intentioned government policies inadvertently worsened the problem they were designed to solve.

For example, the British colonial government in India, concerned about the increasing number of venomous cobras in Delhi, began offering a bounty for each dead cobra that was delivered. Initially, this strategy was successful as locals brought in large numbers of slaughtered snakes. Over time, however, enterprising individuals started breeding cobras to kill them for supplemental income. When the government abandoned the bounty, the cobra breeders released their cobras into the wild, leading to a surge in Delhi’s snake population.

The cobra effect, where efforts to control a problem lead to unintended and often worse outcomes, serves as a cautionary tale for health care AI. If developers or health care institutions focus too narrowly on specific performance AI metrics, they risk undermining the system’s overall effectiveness, leading to suboptimal patient outcomes. Physicians must be vigilant in ensuring that health care AI systems are not only optimized for performance metrics but are also truly beneficial in practical, clinical applications.

Modified: Dr. Neil Anand via Kevin MD

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MONETARY VALUATION: Of the Medical Practice

By Dr. David Edward Marcinko MBA MEd CMP

SPONSOR: http://www.CertifiedMedicalPlanner.org

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Valuing a medical practice involves assessing its financial performance, assets, and intangible factors like goodwill and patient loyalty to determine its fair market worth.

Determining the value of a medical practice is a nuanced process that blends financial analysis with strategic insight. Whether you’re preparing to sell, merge, or bring in a partner, understanding how to value your practice ensures informed decision-making and fair negotiations.

There are several recognized methods for valuing a medical practice, each suited to different scenarios. The most common include the income approach, market approach, asset-based approach, and the rule-of-thumb method.

The income approach focuses on the practice’s ability to generate future earnings. This method involves analyzing historical financial statements, projecting future cash flows, and discounting them to present value using a risk-adjusted rate. It’s particularly useful when the practice has stable revenue and predictable expenses. Key metrics include net income, physician productivity, and reimbursement rates.

The market approach compares the practice to similar ones that have recently sold. It relies on data from comparable transactions, adjusted for differences in size, specialty, location, and profitability. This method is ideal when reliable market data is available, though such data can be scarce for niche specialties or rural practices.

The asset-based approach calculates the value of tangible and intangible assets. Tangible assets include medical equipment, office furniture, and real estate. Intangible assets—like patient records, brand reputation, and goodwill—are harder to quantify but can significantly impact value. Goodwill, for instance, reflects the practice’s reputation, patient loyalty, and referral networks.

The rule-of-thumb method uses industry benchmarks, such as a multiple of annual revenue or earnings. For example, a general practice might be valued at 60–80% of annual gross revenue. While quick and easy, this method oversimplifies and may not reflect the unique strengths or weaknesses of a specific practice.https:/https://medicalexecutivepost.com/2025/03/17/medial-practice-valuation-adjustments//medicalexecutivepost.com/2025/03/17/medial-practice-valuation-adjustments/

Beyond these methods, several qualitative factors influence valuation. These include the size and diversity of the patient base, the practice’s specialty, use of technology (like EHR systems or telemedicine), and whether key physicians will remain post-sale. A practice heavily reliant on one provider may be less valuable than one with a strong team and succession plan.

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Timing also matters. Economic conditions, regulatory changes, and shifts in healthcare reimbursement can affect practice value. Tax implications and deal structure—such as asset sale vs. stock sale—should also be considered during negotiations.

Ultimately, valuing a medical practice is both art and science. Engaging a professional appraiser or valuation expert can help ensure accuracy and objectivity. They bring experience, access to market data, and the ability to tailor valuation methods to your specific situation.

In summary, a comprehensive valuation considers financial performance, assets, market trends, and intangible factors. By understanding these elements, practice owners can make strategic decisions that reflect the true worth of their medical enterprise.

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EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com 

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PPMC: Physician Practice Management Corporation

By Dr. David Edward Marcinko MBA MEd

DEFINED

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A physician practice management corporation (PPMC) is a business entity that provides non-clinical administrative and operational support to medical practices, allowing physicians to focus on patient care while the corporation handles the business side of healthcare.

Physician practice management corporations emerged in response to the increasing complexity of running a medical practice. As healthcare regulations, insurance requirements, and operational costs grew, many physicians found it challenging to manage both clinical responsibilities and business operations. PPMCs offer a solution by taking over the administrative burdens, enabling physicians to concentrate on delivering quality care.

At their core, PPMCs are responsible for a wide range of non-medical services. These include billing and coding, human resources, payroll, marketing, compliance, information technology, and financial management. By centralizing these functions, PPMCs can achieve economies of scale, reduce overhead costs, and improve operational efficiency for the practices they manage. This model is particularly attractive to small and mid-sized practices that may lack the resources to manage these functions independently.

PPMCs typically enter into long-term management agreements with physician groups. In some cases, they may purchase the non-clinical assets of a practice—such as equipment, office space, and administrative staff—while the physicians retain control over clinical decisions and patient care. This arrangement allows for a clear division between medical and business responsibilities, which is essential for maintaining compliance with healthcare regulations like the Stark Law and the Anti-Kickback Statute.

A physician practice management corporation (PPMC) is a business entity that provides non-clinical administrative and operational support to medical practices, allowing physicians to focus on patient care while the corporation handles the business side of healthcare.

Physician practice management corporations emerged in response to the increasing complexity of running a medical practice. As healthcare regulations, insurance requirements, and operational costs grew, many physicians found it challenging to manage both clinical responsibilities and business operations. PPMCs offer a solution by taking over the administrative burdens, enabling physicians to concentrate on delivering quality care.

PPMCs: https://medicalexecutivepost.com/2019/11/18/on-the-ppmcs-of-yester-year-and-today/

At their core, PPMCs are responsible for a wide range of non-medical services. These include billing and coding, human resources, payroll, marketing, compliance, information technology, and financial management. By centralizing these functions, PPMCs can achieve economies of scale, reduce overhead costs, and improve operational efficiency for the practices they manage. This model is particularly attractive to small and mid-sized practices that may lack the resources to manage these functions independently.

PPMCs typically enter into long-term management agreements with physician groups. In some cases, they may purchase the non-clinical assets of a practice—such as equipment, office space, and administrative staff—while the physicians retain control over clinical decisions and patient care. This arrangement allows for a clear division between medical and business responsibilities, which is essential for maintaining compliance with healthcare regulations like the Stark Law and the Anti-Kickback Statute.

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One of the key advantages of working with a PPMC is access to capital and advanced infrastructure. PPMCs often invest in state-of-the-art electronic health record (EHR) systems, data analytics tools, and revenue cycle management platforms. These technologies can enhance patient care, streamline operations, and improve financial performance. Additionally, PPMCs may offer strategic guidance on practice expansion, mergers and acquisitions, and payer contract negotiations.

However, the relationship between physicians and PPMCs must be carefully managed. While PPMCs bring valuable expertise and resources, there is a risk that business priorities could overshadow clinical autonomy. To mitigate this, successful PPMCs prioritize physician engagement, transparent governance, and aligned incentives. They work collaboratively with physicians to ensure that business strategies support, rather than hinder, the delivery of high-quality care.

The physician practice management industry has evolved significantly over the past few decades. After a wave of failures in the 1990s due to overexpansion and misaligned incentives, modern PPMCs have adopted more sustainable and physician-centric models. Today, they play a crucial role in helping practices adapt to value-based care, population health management, and other emerging trends in healthcare delivery.

In conclusion, a physician practice management corporation serves as a strategic partner to medical practices, offering the business acumen and operational support needed to thrive in a complex healthcare environment. By offloading administrative tasks and providing access to advanced resources, PPMCs empower physicians to focus on what they do best—caring for patients—while ensuring the long-term success and sustainability of their practices.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com 

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MEDICAL PRACTICE: Part-Time Physician Employment Difficulties

By Staff Reporters

SPONSOR: http://www.MarcinkoAssociates.com

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Why It Is Difficult to Practice Medicine Part-Time Today?

In the past, part-time medical practice offered physicians a flexible way to balance professional responsibilities with personal or family commitments. Today, however, the healthcare environment has evolved in ways that make part-time medicine increasingly challenging. From administrative burdens to economic pressures and patient expectations, the obstacles are both systemic and personal.

One of the most significant barriers is the rise in administrative complexity. Physicians are now required to navigate electronic health records (EHRs), comply with insurance documentation, and meet regulatory standards such as HIPAA and MACRA. These tasks consume hours of non-clinical time, which is difficult to compress into a part-time schedule. Even seeing fewer patients doesn’t exempt part-time doctors from the same documentation and compliance requirements as their full-time counterparts.

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Another challenge is financial viability. Many physicians are paid based on productivity metrics, such as Relative Value Units (RVUs), which reward volume over quality. Part-time practitioners often struggle to meet these benchmarks, resulting in lower compensation and reduced benefits. Additionally, malpractice insurance premiums and licensing fees remain fixed regardless of hours worked, further eroding the financial appeal of part-time practice.

Continuity of care is also a concern. Patients increasingly expect immediate access to their providers, especially in primary care and specialties like psychiatry or pediatrics. Part-time physicians may not be available for urgent issues, leading to fragmented care and dissatisfaction. This can strain relationships with patients and colleagues who must cover gaps in availability.

From a professional standpoint, part-time physicians may face limited career advancement. Leadership roles, academic appointments, and research opportunities often favor full-time commitment. There’s also a perception—sometimes unfair—that part-time doctors are less dedicated or less competent, which can affect peer respect and influence within medical institutions.

Technology, while beneficial, adds another layer of complexity. Telemedicine, remote monitoring, and digital communication tools have expanded access but also increased the expectation for constant availability. Part-time physicians may find it difficult to manage asynchronous messages, follow-ups, and virtual visits without extending their work hours beyond what they intended.

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Lastly, burnout and work-life balance—ironically one of the reasons doctors seek part-time roles—can still be elusive. The pressure to maintain clinical excellence, stay updated with medical advancements, and meet patient needs doesn’t diminish with reduced hours. In fact, squeezing these responsibilities into fewer days can intensify stress rather than alleviate it.

In conclusion, while part-time medical practice may seem like a solution to modern work-life challenges, the reality is far more complex. The structure of today’s healthcare system, combined with economic, technological, and cultural pressures, makes it difficult for physicians to thrive in part-time roles. Addressing these challenges will require systemic reform, flexible compensation models, and a cultural shift in how we value and support diverse medical careers.

COMMENTS APPRECIATED

EDUCATION: Books

SPEAKING: ME-P Editor Dr. David Edward Marcinko MBA MEd will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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Exploring the Dark Web: Myths & Realities

By Staff Reporter and and A.I.

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The Dark Web: A Hidden Layer of the Internet

The internet is often described as an iceberg. The surface—what most users interact with daily—is the “surface web,” consisting of indexed websites accessible through standard search engines like Google or Bing. Beneath this lies the “deep web,” which includes content not indexed by search engines, such as private databases, academic journals, and password-protected sites. But even deeper still is the “dark web,” a hidden realm of the internet that requires special software to access and is often shrouded in mystery and controversy.

The dark web is accessible only through anonymizing networks like Tor (The Onion Router), which mask users’ identities and locations. This anonymity is both its greatest strength and most significant risk. Originally developed by the U.S. Navy to protect sensitive communications, Tor now serves as a gateway to a decentralized network where users can operate beyond the reach of traditional surveillance and censorship.

While the dark web is often associated with illegal activity—such as drug trafficking, weapons sales, and identity theft—it also serves legitimate purposes. Journalists, whistleblowers, and political dissidents in oppressive regimes use it to communicate safely and share information without fear of retaliation. Platforms like SecureDrop allow sources to submit documents anonymously to media outlets, helping expose corruption and injustice.

However, the dark web’s reputation is largely shaped by its criminal underbelly. Marketplaces like Silk Road, AlphaBay, and Hansa have been notorious for facilitating illicit trade. These platforms often use cryptocurrencies like Bitcoin to enable anonymous transactions. Law enforcement agencies around the world have responded with crackdowns, leading to arrests and shutdowns, but new sites frequently emerge to take their place.

The dual nature of the dark web presents a complex ethical dilemma. On one hand, it offers a haven for free speech and privacy in an increasingly monitored digital world. On the other, it enables activities that threaten public safety and national security. Governments and cybersecurity experts continue to grapple with how to regulate this space without infringing on civil liberties.

Understanding the dark web requires a nuanced perspective. It is not inherently evil, nor is it entirely virtuous. Like any tool, its impact depends on how it is used. As technology evolves, so too will the dark web, and society must remain vigilant in balancing the need for privacy with the imperative to prevent harm.

TOR: https://www.torproject.org/about/history/

In conclusion, the dark web is a multifaceted component of the internet that challenges our notions of freedom, security, and ethics. It serves as both a refuge for the vulnerable and a playground for the unscrupulous. As we navigate this hidden frontier, education and awareness are key to ensuring that its potential is harnessed responsibly.

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EDUCATION: Books

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FINANCE: Artificial Intelligence

By Co-Pilot

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Artificial Intelligence in Finance: Revolutionizing the Industry

Artificial Intelligence (AI) is rapidly transforming the financial services industry, reshaping how institutions operate, manage risk, and serve customers. By leveraging machine learning, natural language processing, and predictive analytics, AI is enabling smarter decision-making, greater efficiency, and enhanced customer experiences across banking, investing, insurance, and regulatory compliance.

One of the most impactful applications of AI in finance is in fraud detection and prevention. Traditional systems rely on rule-based algorithms that often fail to catch sophisticated schemes. AI, however, can analyze vast amounts of transaction data in real time, identifying patterns and anomalies that signal fraudulent behavior. Machine learning models continuously improve as they process more data, making them increasingly effective at detecting threats and reducing false positives.

AI also plays a pivotal role in algorithmic trading, where decisions are made at lightning speed based on complex data inputs. These systems can process news articles, social media sentiment, and market data to execute trades with precision. Hedge funds and investment banks use AI to optimize portfolios, forecast market trends, and identify arbitrage opportunities that human analysts might miss.

In personal finance and banking, AI enhances customer service through chatbots and virtual assistants. These tools handle routine inquiries, assist with transactions, and offer financial advice based on user behavior. AI-driven platforms like robo-advisors provide personalized investment strategies, adjusting portfolios automatically based on market conditions and individual goals. This democratizes access to financial planning, making it more affordable and scalable.

Credit scoring and lending have also been revolutionized by AI. Traditional credit models often rely on limited data and can be biased against certain demographics. AI can incorporate alternative data sources—such as utility payments, social media activity, and online behavior—to assess creditworthiness more accurately and inclusively. This opens up lending opportunities for underserved populations and reduces default risk for lenders.

In insurance, AI streamlines underwriting and claims processing. By analyzing historical data and customer profiles, AI can assess risk more precisely and tailor policies to individual needs. During claims, AI can automate document review, detect fraud, and expedite payouts, improving both operational efficiency and customer satisfaction.

Regulatory compliance, or RegTech, is another area where AI shines. Financial institutions face increasing scrutiny and complex regulations. AI tools can monitor transactions, flag suspicious activity, and ensure adherence to legal standards. Natural language processing helps parse regulatory documents and automate reporting, reducing the burden on compliance teams.

Despite its benefits, AI in finance raises ethical and operational challenges. Data privacy, algorithmic bias, and transparency are critical concerns. Financial institutions must ensure that AI systems are explainable, fair, and secure. Regulatory bodies are beginning to address these issues, but ongoing collaboration between technologists, policymakers, and industry leaders is essential.

In conclusion, artificial intelligence is not just enhancing finance—it’s redefining it. From fraud prevention to personalized banking, AI is driving innovation and efficiency. As the technology matures, its integration must be guided by ethical principles and robust governance to ensure that the financial system remains fair, resilient, and inclusive.

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EDUCATION: Books

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INVESTING TRANSFORMATION: Artificial Intelligence

By Co-Pilot and A. I.

SPONSOR: http://www.CertifiedMedicalPlanner.org

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Artificial Intelligence and Investing: A Transformative Partnership

Artificial Intelligence (AI) is revolutionizing the world of investing, reshaping how decisions are made, risks are assessed, and portfolios are managed. As financial markets grow increasingly complex and data-driven, AI offers powerful tools to navigate this landscape with greater precision, speed, and insight.

At its core, AI refers to systems that can perform tasks typically requiring human intelligence—such as learning, reasoning, and problem-solving. In investing, this translates into algorithms that can analyze vast amounts of financial data, detect patterns, and make predictions with remarkable accuracy. Machine learning, a subset of AI, enables these systems to improve over time by learning from new data, making them especially valuable in dynamic markets.

One of the most significant applications of AI in investing is algorithmic trading. These systems can execute trades at lightning speed, responding to market fluctuations in milliseconds. By analyzing historical data and real-time market conditions, AI-driven trading platforms can identify optimal entry and exit points, often outperforming human traders. High-frequency trading firms have long relied on such technologies to gain competitive advantages.

AI also enhances portfolio management through robo-advisors—digital platforms that use algorithms to provide personalized investment advice. These tools assess an investor’s goals, risk tolerance, and time horizon, then construct and manage a diversified portfolio accordingly. Robo-advisors democratize access to financial planning, offering low-cost, automated solutions to individuals who might not afford traditional advisory services.

Risk assessment is another area where AI shines. By processing alternative data sources—such as social media sentiment, news articles, and satellite imagery—AI can uncover hidden risks and opportunities. For instance, a sudden spike in negative sentiment around a company on Twitter might signal reputational issues, prompting investors to reevaluate their positions. AI models can also forecast macroeconomic trends, helping investors anticipate shifts in interest rates, inflation, or geopolitical events.

Moreover, AI is transforming fundamental analysis. Natural language processing (NLP) allows machines to read and interpret earnings reports, SEC filings, and analyst commentary. This enables investors to extract insights from unstructured data that would be time-consuming to analyze manually. AI can even detect subtle linguistic cues that may indicate a company’s future performance or management’s confidence.

Despite its advantages, AI in investing is not without challenges. Models can be opaque, making it difficult to understand how decisions are made—a phenomenon known as the “black box” problem. There’s also the risk of overfitting, where algorithms perform well on historical data but fail in real-world scenarios. Ethical concerns, such as bias in data and the potential for market manipulation, must also be addressed.

In conclusion, AI is reshaping the investing landscape, offering tools that enhance efficiency, accuracy, and accessibility. While it’s not a panacea, its integration into financial markets marks a profound shift in how capital is allocated and wealth is managed. As technology continues to evolve, investors who embrace AI will be better positioned to thrive in an increasingly data-driven world.

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EDUCATION: Books

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HIPAA COMPLIANCE: Securing Electronic Communications

By Carol Miller RN MBA

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New-Wave Technology

To help hospitals and health systems comply with Health Insurance Portability and Accountability Act regulations, best practices are emerging for securing all electronic communication – cloud, wireless, and texting –  of protected health information.  These new technologies will continually be evolving with hospitals, providers and patients move to new means of communication.  Below is a description of how each are impacted by HIPAA.

Cloud Solutions.  Cloud solutions are becoming a needed commodity in treating patients today but also present a risk to privacy and security violation.  Despite the advantages of cloud computing, organizations are often hesitant to use it because of concerns about security and compliance. Specifically, they fear potential unauthorized access to patient data and the accompanying liability and reputation damage resulting from the need to report HIPAA breaches. While these concerns are understandable, a review of data on HIPAA breaches published by the HHS shows that these concerns are misplaced.  In fact, by using a cloud-based service with an appropriate security and compliance infrastructure, a facility can significantly reduce its compliance risk.

Because HIPAA compliance involves stringent privacy and security protections for electronic health information (PHI), many cloud providers are balking at signing new Business-Associate agreements. Most cloud-technology providers, such as Box and Dropbox, do not include the built-in privacy protections that guarantee HIPAA compliance. Because many cloud storage companies store plaintext data on their servers, PHI is especially vulnerable to breaches and compliance violations.

HIPAA CLOUD: https://medicalexecutivepost.com/2016/11/22/hipaa-cloud-solutions/

Mobility Solutions.  The recent launches of Apple Health and Google Fit have stirred a lot of interest in health application development.  It is important that hospitals and providers understand the laws around PHI and HIPAA compliance for any healthcare-focused mobile application or software.  While not all healthcare applications fall under HIPAA rules, those that collect, store, or share personally identifiable health information with covered entities (such as hospitals and providers) must be HIPAA-compliant. 

For years, hospitals have wanted to bring computers into exam rooms, waiting rooms, and treatment rooms to eliminate hard-to-read patient charts, making sure everyone treating the patient was seeing the same information, assuring that everything was recorded as it occurred, and enabling doctors, nurses, and technicians to stay connected to vital information and services wherever they were throughout the hospital.  Many hospitals have adopted Computer on Wheels (COWs) or tablets but many of these were hard to use, had poor touchscreen interface and did not last long on a battery.  Ipads seem to be the logical replacement as long as the iPad can comply with HIPAA rules.

HIPAA was written nearly 30 years ago, before mobile health applications were ever envisioned.  Because of this, some areas of the law make it hard to determine which applications must be HIPAA- compliant and which are exempt.  Considering the numerous ways security breaches can occur with a mobile device, it is not wonder that HHS is very leery about how PHI is handled on smartphones, wearables, and portable devices.

If the applications are going to send or share health data to a hospital, doctor or other covered entity, it MUST be HIPAA-compliant.  Adhering to the Privacy and Security Rules of HIPAA is essential, especially considering the dangers that come with handling protected health data on a device.  Examples include:

  • Phones, tablets, and wearables can be easily stolen and lost, meaning PHI could be compromised
  • Social media and email are easily accessible by the device, making it easy for users to post information that breaches HIPAA privacy laws.
  • Push notifications and other user communications can violate HIPAA laws if they contain PHI
  • Users may intentionally or unintentionally share personally identifiable information, even if the application’s intended use doesn’t account for it
  • Not all users take advanage of the password-protected screen-lock feature, making data visible and accessible to anyone who comes in contact with the device
  • Devices like the iPhone do not include physical keyboards, so users are more likely to use basic passwords that are not as safe as complex options.

This protected health information can include everything from medical records and images to scheduled appointment dates.  Regardless of the device, it is important to take all the steps possible to comply with HIPAA guidelines.

MOBILE HIPAA: https://medicalexecutivepost.com/2016/02/06/mobile-hipaa-solutions-for-hospital-health-systems/

Texting. Text (or SMS) messaging has become nearly ubiquitous on mobile devices. According to one survey, approximately 72 percent of mobile phone users send text messages. Clinical care is not immune from the trend, and in fact physicians appear to be embracing texting on par with the general population. Another survey found that 73 percent of physicians text other physicians about work. 

(Source:  Journal of AHIMA, “HIPAA Compliance for Clinician Texting”, by Adam Green, April 2012)

Texting can offer providers numerous advantages for clinical care. It may be the fastest and most efficient means of sending information in a given situation, especially with factors such as background noise, spotty wireless network coverage, lack of access to a desktop or laptop, and a flood of e-mails clogging inboxes. Further, texting is device neutral—it will work on personal or provider-supplied devices of all shapes and sizes. Because of these advantages, physicians may utilize texting to communicate clinical information, whether authorized to do so or not.

All forms of communication involve some level of risk. Text messaging merely represents a different set of risks that, like other communication technologies, needs to be managed appropriately to ensure both privacy and security of the information exchanged.

Text messages may reside on a mobile device indefinitely, where the information can be exposed to unauthorized third parties due to theft, loss, or recycling of the device. Text messages often can be accessed without any level of authentication, meaning that anyone who has access to the mobile phone may have access to all text messages on the device without the need to enter a password.

Texts also are generally not subject to central monitoring by the IT department. Although text messages communicated wirelessly are usually encrypted by the carrier, interception and decryption of such messages can be done with inexpensive equipment and freely available software (although a substantial level of sophistication is needed.  If text messages are used to make decisions about patient care, then they may be subject to the rights of access and amendment. There is a risk of noncompliance with the privacy rule if the covered entity cannot provide patients with access to or amend such text messages.

According to 2012 data from CTIA–The Wireless Association, U.S. citizens alone exchange nearly 200 billion text messages every month. So it’s not surprising that an increasing number of clinicians are using text messaging to exchange clinical information, along with a wide range of other modes — smartphones, pagers, computerized physician order entry, emails, etc. Electronic communication is certainly faster, can be more efficient, enhances clinical collaboration and enables clinicians to focus on patient care. But with these benefits comes an increased risk of security breaches.

HIPAA TEXTING: https://medicalexecutivepost.com/2016/11/22/hipaa-cloud-solutions/

(Source:  Clarifying the Confusion about HIPAA – Compliant Texting, by Megan Hardiman and Terry Edwards, May 2013)

Unfortunately, vendor hype about the Health Insurance Portability and Accountability Act is causing many hospitals and health systems to implement stop-gap measures that address part — but not all — of a problem. To identify all vulnerabilities, health care leaders need to consider not only text messaging, but all mechanisms by which protected health information in electronic form is transmitted — as well as the security of those mechanisms.

Mobile device-to-mobile device SMS text messages are generally not secure because they lack encryption.  The sender does not know with certainty that his or her message is indeed received by the intended recipient.  In addition, telecommunications vendor/wireless carrier may store the text messages.  Recent HHS guidance indicates text messaging, as a means of communicating PHI, can be permissible under HIPAA depending in large part on the adequacy of the controls used.  A hospital or provider may be approved for texting after performing a risk analysis or implementing a third-party messaging solution that incorporates measures to establish a secure communication platform that will allow texting on approved mobile devices.

A study reported in Computer World in May 2013 by the Ponemon Institute with 577 healthcare and It professional in facilities that ranged from fewer than 100 beds to over 500 beds stated that fifty-one percent of the respondents felt HIPAA compliance requirements can be a barrier to providing effective patient care.  Specifically HIPAA reduces time available for patient care (85% of the respondents), makes access to electronic patient information difficult (79% of the respondents) and restricts the use of electronic mobile communications (56% of the respondents).  The study stated “respondents agreed that the deficient communications tools currently in use decrease productivity and limit the time doctors have to spend with patients. “ They also stated “they recognized the value of implementing smartphones, text messaging and other modern forms of communications, but cited overly restrictive security policies as a primary reason why these technologies were not used.”  Clinicians in the survey stated that only 45% of each workday is spent with patients; the remaining 55% is spent communicating and collaborating with other clinicians and using the electronic medical record and other clinical IT systems. 

Several other statements made were:

  • Because of the need for security, hospitals and other healthcare organizations continue to use older, outdate technology such as pagers, email and facsimile machines.  The use of older technology can also delay patient discharges – now taking an average of 102 minutes.
  • The Ponemon Institute estimated that the lengthy discharge process costs the U.S. hospital industry more than $3.189 billion a year in lost revenue, with another $5 billion lost through decrease doctor productivity and use of outdated technology.  Secure text messaging could cut discharge time by 50 minutes.   

(Source:  Computer World, “HIPAA rules, outdate tech cost U.S. hospitals $3.38 B a year”, by Lucas Mearian, May, 2013)

Several suggestions offered for these preferred mobile devises are:  1) ensure encryption and access to individuals who need to have access; 2) use secure texting applications; and 3) even consider alerting employees with warnings before they send an email or share files that lets them know they are liable for the information sent.

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If the Government Can Take A 15% Cut From Nvidia, Who Is Next?

By Rick Kahler; MSFP CFP

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This month, the U.S. government demanded a direct cut of a company’s foreign sales as the price for letting those sales happen.

Tech companies Nvidia and AMD had been stuck in regulatory limbo over selling their newest AI chips to China. According to an August 12, 2025, Reuters article by Karen Freifeld, Nvidia CEO Jensen Huang had even received a public “green light” for the company’s H20 chip, but the Commerce Department would not issue the export licenses.

The stalemate ended only after Huang met with President Trump and agreed to a deal: the licenses would be granted, but the U.S. Treasury would get 15% of all H20 revenue from China. AMD agreed to identical terms for its MI308 chip. Two days later, both companies had their licenses.

The numbers are staggering. Bernstein Research estimates Nvidia could sell $15 billion worth of H20 chips in China this year, and AMD about $800 million of MI308s. That is more than $2 billion flowing straight to Washington, not as taxes but as a contractual price for market access. The legality of this arrangement is questionable, and the deal also raises security concerns.

It is worth noting the administration first asked for 20% before “settling” on 15%. This was not a polite request but a “take it or leave it” demand. From a behavioral economics standpoint, the decision was predictable. The pain of losing an entire market is far greater than the pain of losing a fraction of it.

How is this any different from a tariff? A tariff is a standardized, legally defined tax that applies broadly to certain goods and is collected under public trade policy. This 15% cut is a one-off, privately negotiated condition aimed at just two companies, tied to export license approval. It is taken from gross revenue, not profit, meaning the government gets paid on every dollar of sales before the companies cover a single expense.

“Tax farmming” is an old practice where the state sold the right to collect taxes for a fixed sum, allowing the collectors to keep the rest. Its use in France made some people enormously rich, made everyone else furious, and eventually helped spark the French Revolution. Similar systems appeared in Ottoman Egypt, Qing China, and the early Dutch Republic until abuses finally brought them down.

The Nvidia/AMD deal is not exactly tax farming, but it is a similar dynamic. The government’s role is no longer just regulating. It is stepping in as a business partner, taking a direct share of private sales. Supporters might call it a smart use of national leverage. Critics will see a step away from free-market capitalism toward something more political and transactional.

Nor is this deal a one-off. In June, the administration approved foreign investment in U.S. Steel only after securing a “golden share” that gives it veto power over strategic corporate decisions. History teaches us that once a government finds a way to take a cut, it rarely stops with one sector. Today it is steel and AI chips to China. Tomorrow it could be pharmaceuticals, energy, or consumer goods.

What is the likely impact for average Americans? Money flowing to the U.S. Treasury from a source other than taxpayers may seem like a benefit. Yet any company required to give away 15% of its gross revenue, which could equal its entire profit, has to compensate in some way. The most likely result is higher prices. Hiking prices on computer chips sold to China may not seem to be a big deal—until you consider that many of the products that use those chips are sold to U.S. consumers.

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HEALTH 3.0: Developing New Physician Leadership Skills

By Dr. David Edward Marcinko MBA MEd

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Medicine today is vastly different than a generation ago, and all health care professionals need new skills to be successful and reduce the emerging risks outlined in this textbook, as well as the “unknown-unknowns” elsewhere. Traditionally, the physician was viewed as the “captain of the ship”. Today, their role may be more akin to a ship’s navigator, using clinical, teaching skills and knowledge to chart the patient’s course through a confusing morass of insurance requirements, fees, choices, rules and regulations to achieve the best attainable clinical outcomes.

This new leadership paradigm includes many classic business school principles, now modified to fit the decade long PP-ACA, the era of health reform, and modern technical connectivity and EMRs.

LEADERSHIP: https://medicalexecutivepost.com/2023/04/14/what-is-a-leadership-and-can-it-be-defined/

Thus, the physician must be a subtle guide on the side; not bombastic sage on the stage. These, newer health 3.0 leadership philosophies might include:

•Negotiation – working to optimize appropriate treatment plans; ie., quality of life versus quantity of life,
•Team play – working in concert with other allied healthcare professionals to coordinate care delivery ,ithin a clinically appropriate and cost-effective framework;
Working within the limits of competence – avoiding the pitfalls of the medical generalist versus the specialist that may restrict access to treatment, medications, physicians and facilities by clearly acknowledging when a higher degree of service is needed on behalf of the patient – all while embracing holistic primary care;
•Respecting different cultures and values – inherent in the support of the medical Principle of Autonomy is the acceptance of values that may differ from one’s own. As the US becomes more culturally hetero geneous, medical providers are called upon to work within, and respect, the socio-cultural and/or spiritual framework of patients, students and their families;
•Seeking clarity on what constitutes marginal care – within a system of finite resources; providers are called upon to openly communicate with patients regarding access to marginal medical information and/or treatments.
•Supporting evidence-based practice – healthcare providers, should utilize outcomes data to reduce variation in treatments to achieve higher efficiencies and improved care delivery thru evidence based medicine [EBM];
•Fostering transparency and openness in communications – healthcare professionals should be willing, and prepared, to discuss all aspects of care, especially when discussing end-of-life issues or when problems arise;
•Exercising decision-making flexibility – treatment algorithms, templates and clinical pathways are useful tools when used within their scope; but providers must have the authority to adjust the plan if circumstances warrant.

HEALTHCARE LEADERSHIP: https://medicalexecutivepost.com/2025/05/01/healthcare-leadership-on-the-brink-executives-eyeing-the-exits/

Assessment

Becoming skilled in the art of listening and interpreting — In her ground-breaking book, Narrative Ethics: Honoring the Stories of Illness, Rita Charon, MD PhD, a professor at Columbia University, writes of the extraordinary value of using the patient’s personal story in the treatment plan. She notes that, “medicine practiced with narrative competence will more ably recognize patients and diseases; convey knowledge and regard, join humbly with colleagues, and accompany patients and their families through ordeals of illness.” In many ways, attention to narrative returns medicine full circle to the compassionate and caring foundations of the patient-physician relationship.

These thoughts represent only a handful of examples to illustrate the myriad of new skills that tomorrows’ healthcare professionals must master in order to meet their timeless professional obligations of compassionate care and contemporary treatment effectiveness; all within the context modern risk management principles.

BRAND MANAGEMENT: https://medicalexecutivepost.com/2025/07/07/brand-management-7-approaches-for-doctors-and-financial-advisors/

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SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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Stocks, Technology and FOMC Drama

By A.I. and Staff Reporters

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  • Technology: Fears of an A.I. bubble continue to climb after MIT published a report that 95% of companies using generative A.I. programs have nothing to show for it, despite pouring billions of dollars into this space.
  • Stocks: Another day of technology stocks selling off pulled the S&P 500 and NASDAQ lower yesterday, with investors rotating out of some of the hottest names and sectors in the market.
  • FOMC Drama: President Trump demanded the resignation of Fed Governor Lisa Cook for allegations of mortgage fraud. Meanwhile, the minutes from the July FOMC meeting revealed a growing divide between central bankers.

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RFID: Defined for Hospital Inventory Tracking

A Supply Chain Management Strategy

By Staff Reporters

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RADIO FREQUENCY IDENTIFICATION

RFID refers to a device attached to an object that transmits data to an RFID receiver. A device can be a large piece of hospital hardware the size of a small book like those attached to ocean containers, or a very small device inserted into a label on a package. RFID has advantages over bar codes such as the ability to hold more data, and to change the stored data as processing occurs. Moreover, it does not require line-of-sight to transfer data, and is very effective in harsh environments where bar-code labels will not work. RFID is not without its own problems, however, as RF signals can be compromised by materials such as metals and liquids.

SCM: https://medicalexecutivepost.com/2011/06/09/supply-chain-management-in-healthcare/

Although RFID technology is receiving much current attention, it still tends to be cost-prohibitive for some hospital inventory tracking applications. As chip prices go down, there will be continued growth in the application of RFID, but, as in the case of 2D bar codes, many hospital warehouse applications simply do not require this added functionality. The low-cost 1D bar code may continue to be the technology of choice for many hospital inventory tracking applications in the short term.

Smart labels are labels with integrated RFID chips. The idea is to produce labels (probably with bar codes) as well as programming the RFID chips embedded in the label. This would provide all current functionality (human- and machine-readable text and bar codes) as well as adding RFID functionality.

Slap-and-ship describes an approach to complying with vendor requirements for physical identification of shipped goods. More recently, slap-and-ship has been used to describe complying With RFID requirements (such as those from large health care systems); however, it is also applicable to any compliance labeling requirement (such as compliance bar-code labels). Slap-and-ship implies meeting the customer’s requirement by applying the bar-code labels or RFID tags, but not utilizing the technology internally.

SCM PODCAST: https://medicalexecutivepost.com/2022/03/16/podcast-medical-supply-chain-management/

Finally, anti-skimming bills were first approved by California and Washington State relative to RFID privacy and are focused on making it illegal for criminals or businesses (or criminal businesses) to read and use personal information from RFID-enabled items such as driver’s licenses and credit cards without the owner’s consent.

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ESSENTIALITY: Hospital Credit Analysis

By Dr. David Edward Marcinko MBA MEd

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Why Hospital Essentiality?

An important component of hospital credit analysis is essentiality. Hospitals are unusual businesses that many times possess some form of essentiality to their communities. Health care is important to the economic vitality of every community. Many hospitals have served their communities for many years; it is not uncommon to find hospitals that have been continuously operating for more than 100 years in the same community.

Most hospitals are not-for-profit. In not-for-profit hospitals, no private party actually “owns” the hospital; control is vested in various boards, but no one explicitly owns a not-for-profit hospital. In a broad sense, communities own not-for-profit hospitals. They are considered “charities” with a “charitable purpose.” Though a not-for-profit hospital may not have owners, it has many “stakehold-ers,” parties that have vested interests in the continuing success of the hospital.

HOSPITAL TYPES: https://medicalexecutivepost.com/2025/08/06/hospitals-understanding-different-types/

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Many hospitals have broad and vast webs of stakeholders. Stakeholders are why hospitals rarely close or are shut down. Too many stakeholders have interests in the continuing successful operation of hospitals.

Another dimension of the essentiality analysis is service analysis. How significant are the hospital’s services? If the hospital shuts down, what population segments would suffer? How significant is the population that would suffer? How much would they suffer?

HOSPITAL ROI: https://medicalexecutivepost.com/2024/10/09/the-dupont-decomposition-equation-for-roi/

Assessment

And so, hospital stakeholder relationships need to be considered in the analysis of essentiality. How strong are these relations? How many are there? How important is the continuing success of this hospital to these stakeholders?

Analysis of hospital’s stakeholders and services should provide a credible view of the degree of essentiality associated with a hospital. Higher degrees of essentiality suggest higher likelihoods that hospitals, one way or another, will meet their commitments, particularly their payment
commitments.

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SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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PHARMACEUTICALS: Trump Tariff Plans

By A.I. and Staff Reporters

SPONSOR: http://www.CertifiedMedicalPlanner.org

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Trump says pharma tariffs could be as high as 250%

The president revealed that he plans to formally announce tariffs on the pharmaceutical industry “within the next week or so” in an attempt to force drug manufacturing to the US, he told CNBC several days ago.

PBMs: https://medicalexecutivepost.com/2019/01/18/on-pbms-pharmacy-benefits-management/

It would start with a “small” tariff, Trump said, before rising to 150% in a year to a year and a half, and eventually to 250%.

Pharma companies have argued that tariffs could drive up costs and threaten their ability to fund research for new medicines.

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EMOTIONAL INTELLIGENCE & ORGANIZATIONAL BEHAVIOR: Economic Risk Management Classification for Medical Professionals

BY DR. DAVID EDWARD MARCINKO, MBA MEd CMP®

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SPONSOR: http://www.MarcinkoAssociates.com

ORGANIZATIONAL BEHAVIOR AND CLASSIFICATION OF RISKS

DEFINITION EMOTIONAL INTELLIGENCE: Emotional intelligence [EI] refers to the ability to identify and manage one’s own emotions, as well as the emotions of others. Emotional intelligence is generally said to include a few skills: namely emotional awareness, or the ability to identify and name one’s own emotions; the ability to harness those emotions and apply them to tasks like thinking and problem solving; and the ability to manage emotions, which includes both regulating one’s own emotions when necessary and helping others to do the same.

DEFINITIONAL ORGANIZATIONAL BEHAVIOR: Organizational behavior (OB) is the study of how individuals, groups, and organizations interact and influence one another. Though it is largely used within the field of business management as means to understand–and more effectively manage–groups of people. The reason businesses look to OB is because it can help organizations increase employee performance, while also creating a positive working environment.

CITE: Eugene Schmuckler; PhD MBA MEd CTS®

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And so, as we review the concept of Emotional Intelligence and Organizational Behavior, it is possible to set up five EI/OB risk classes, based on the economic consequences of the occurrence of specific individual risks:

1. Prevented risks: Risks whose cost of occurrence is higher than their cost of management and whose occurrence may invoke additional legal sanctions. This class would include intentional torts and injuries caused by gross negligence.

2. Normally prevented risks: Risks whose cost of occurrence is greater than the cost of their management but whose occurrence will be considered only as negligent. This class includes most negligent injuries
and most types of product liability actions.

3. Managed risks: Risks whose cost of occurrence is only slightly greater than their cost of management. The plaintiff usually has the burden of showing that the defendant owed the plaintiff a special duty to recover for one of these risks.

4. Un-Prevented risks: Risks whose cost of occurrence is less than their cost of management. The classic example of this class is the cost of railroad crossing barriers compared to the cost of people being hit by
trains.

5. Un-Preventable risks: Risks whose occurrence is unmanageable. The assignment of a risk to one of these classes is a major problem in medical and healthcare quality control, because the class of a risk determines how much effort must be expended to prevent the risk. The misclassification of a prevented or normally prevented risk as a managed or un-prevented risk can result in large financial losses.

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For example: A medical clinic that does not update obsolete equipment, such as inaccurate oxygen monitors, would be liable for any injuries attributable to the obsolete equipment. The classifications of risk must be reviewed periodically to determine if the cost of the risk-taking behavior has changed, thereby altering the classification.

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For example: A small hospital in a rural area would not be expected to have the sophisticated equipment as a major hospital in a city. If an accident victim is brought into the rural facility, the hospital’s duty may be to transfer the patient to a better-equipped facility. The patient will face the risk of dying because of the delay in treatment, but the risk of insufficient treatments outweighs the risk of transfer. If the same victim were brought into a hospital in a major metropolitan center, the duty would be to treat the patient without a transfer. The risk of transfer has not changed, but the risk of insufficient treatment has disappeared.

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SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com -OR- http://www.MarcinkoAssociates.com

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DOCTORS AND LAWYERS: Often Aren’t Millionaires

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DAILY UPDATE: Measles Cases Up as Stock Markets Rise

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Essays, Opinions and Curated News in Health Economics, Investing, Business, Management and Financial Planning for Physician Entrepreneurs and their Savvy Advisors and Consultants

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CITE: https://www.r2library.com/Resource

US measles cases have reached a 33-year high. A little more than halfway into 2025, the US has reported 1,288 measles cases, marking the highest yearly total since 1992, according to data from the Centers for Disease Control and Prevention.

CITE: https://tinyurl.com/2h47urt5

Stocks up

  • Cereal legend WK Kellogg popped 30.57% after chocolate giant Ferrero agreed to acquire it for north of $3 billion.
  • Tesla (+4.73%) continued to rebound from its plunge on Monday. Elon Musk said that Tesla’s robotaxi service would expand into the Bay Area “probably in a month or two” and that his AI chatbot Grok is coming to Tesla vehicles by next week.
  • Estée Lauder gained 6.32% after Bank of America slapped a buy rating on the stock, implying a 27% upside from Wednesday’s closing price. 
  • ProKidney continued its remarkable rally, rising another 19.35%, after the biotech announced positive trial results for its diabetes treatment. It’s gone from a penny stock to a $1.55 billion market cap in the past four days.
  • Copper companies Freeport-McMoRan (+3.51%) and Southern Copper (+2.34%) gained thanks to Trump’s announcement that copper tariffs would begin on August 1.

Stocks down

  • Biotech partners Ultragenyx (-25.11%) and Mereo BioPharma Group (-42.52%) plunged after issuing a disappointing update on their trial of a treatment for a rare genetic bone condition.
  • Vertiv, the maker of liquid cooling equipment, declined 5.96% when Amazon said it was rolling out a new liquid cooling system for its AI servers.
  • Hydro Flask owner Helen of Troy tumbled 22.71% after reporting a $450 million loss in its fiscal first quarter. CEO Brian Grass said “tariff-related impacts” were its Achilles heel.
  • Autodesk fell 6.89% after Bloomberg reported on Wednesday it was weighing a takeover of rival engineering software company PTC.

CITE: https://tinyurl.com/tj8smmes

Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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DAILY UPDATE: Human Genome Project as the Dow and NASDAQ Diverge

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When it comes to scientific achievements that have advanced the practice of medicine, you’d be hard-pressed to find one more influential than the Human Genome Project. The project, a federally funded collaboration between scientists around the globe, began in October 1990 with the goal of improving our knowledge of human biology by sequencing an entire human genome, which is the complete set of DNA in a cell. Nearly 13 years and $2.7 billion later, the project wrapped up in April 2003, and scientists around the world now use the reference human genome to study genetics, biology, and more. Today, the entire human genome can be sequenced in as little as five hours and costs as little as $600. Learn more about the Human Genome Project’s impact here.

CITE: https://tinyurl.com/2h47urt5

🟢 What’s up

  • Jack in the Box popped like a…well, you know…after activist investor Biglari Capital reportedly accrued a 10% stake in the fast-food company. Shares rose 7.86%.
  • Robinhood Markets climbed 6.12% on speculation that it may be added to the S&P 500 to fill the spot left by Juniper Networks.
  • Rigetti Computing rose 15.45% after Cantor Fitzgerald analysts initiated their coverage of the quantum computing company with an “overweight” rating.
  • Verint Systems jumped 15.33% on reports that the customer service software maker may be acquired by Thoma Bravo.
  • Corona parent company Constellation Brands gained 4.48% after it reiterated its fiscal guidance, assuring shareholders that aluminum tariffs will only cost the company about $20 million.
  • Crypto companies gained across the board after bitcoin miner BitMine Immersion Technologies announced it’s pivoting to ethereum. BitMine rose 21.17%, MARA Holdings gained 13.38%, and CleanSpark climbed 12.64%.

What’s down

  • Centene plunged 40.37% after the health insurer rescinded its fiscal 2025 guidance, warning that EPS will come in lower than anticipated.
  • Centene’s news pulled the rest of the health insurance industry down with it. UnitedHealth Group lost 5.70%, CVS Health fell 4.28%, Elevance Health stumbled 11.50%, and Molina Healthcare dropped 21.97%.
  • Paramount Global sank 2.43% after the company settled its 60 Minutes lawsuit with President Trump for $16 million.
  • Marvell Technology slipped 2.61% on reports that Microsoft is cutting back on manufacturing AI chips in-house.
  • Intel lost 4.25% on the news that it may be shifting the strategy behind its foundry business.

CITE: https://tinyurl.com/tj8smmes

Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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ASSETS UNDER ADVISEMENT: Doctors Only

By Dr. David Edward Marcinko; MBA MEd CMP

A.U.A IS ALL WE DO!

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SPONSOR: http://www.MarcinkoAssociates.com

Assets under advisement refer to assets on which your firm provides advice or consultation but for which your firm does either does not have discretionary authority or does not arrange or effectuate the transaction. Such services would include financial planning or other consulting services where the assets are used for the informational purpose of gaining a full perspective of the client’s financial situation, but you are not actually placing the trade.

Assets under advisement could also be those which you monitor for a client on a non-discretionary basis, where you may make recommendations but where the client is the party responsible for arranging or effecting the purchase or sale.  A common example of this AUM scenario is when an advisor reviews a participant’s 401(k) allocations. If the adviser does not have the authority or ability to effect changes in the portfolio, these assets are likely considered assets under advisement rather than regulatory assets under management.

Assets under advisement are permitted to be disclosed on Form ADV Part 2A as a separate asset figure from the assets under management.  There is no requirement to disclose the assets under advisement figure, but some advisors opt to include the figure to give prospective clients a more complete picture of the firm’s responsibilities.  If you choose to report your assets under advisement, be sure to make a clear distinction between this figure and your regulatory assets under management.

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D. E. Marcinko & Associates Core Operating Values

9.   We act with honesty, integrity and are always straightforward.
8.   We strive to be innovative, creative, iconoclastic, and flexible.
7.   We admit and learn from mistakes and don’t repeat them.
6.   We work hard always as competitors are trying to catch up.
5.   We treat others with dignity and respect.
4.   We are the onus of consulting advice for the fiduciary well being of others.
3.   We fight complacency as former success is in the past.
2.   The best management styles are timeless, not timely.
1.   Our clients are colleagues and always come first.

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SPEAKING: Dr. Marcinko will be speaking and lecturing, signing and opining, teaching and preaching, storming and performing at many locations throughout the USA this year! His tour of witty and serious pontifications may be scheduled on a planned or ad-hoc basis; for public or private meetings and gatherings; formally, informally, or over lunch or dinner. All medical societies, financial advisory firms or Broker-Dealers are encouraged to submit an RFP for speaking engagements: CONTACT: Ann Miller RN MHA at MarcinkoAdvisors@outlook.com 

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DAILY UPDATE: Stablecoins & 23andMe

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The world’s two biggest retailers, Amazon and Walmart, are looking into issuing their own stablecoins for US customers to use at checkout instead of credit or debit cards, the Wall Street Journal reportedy. Other big companies, including Expedia and some airlines, are also considering the move.

CITE: https://tinyurl.com/2h47urt5

CITE: https://tinyurl.com/tj8smmes

23andMe founder Anne Wojcicki is poised to regain control of the company because a nonprofit she controls outbid Regeneron Pharmaceuticals for its assets in a bankruptcy auction, offering $305 million. Wojcicki’s return to power over the company—and its DNA data—comes as a surprise after 23andMe announced last month that Regeneron had won the bidding (it got reopened because the nonprofit made an unsolicited bid).

Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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CODES: Bar Versus CR Security

DEFINED

By CoPilot AI

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Barcodes and QR codes are basically two forms of machine-readable codes that contain data and are useful in various sectors such as retail, logistics, and marketing. While both appear to fulfill the function of storing information, they have differences based on structure and storage size as well as the function they perform. This makes it easier for businesses to distinguish what is relevant in barcodes and what is relevant in QR codes so that they can be in a position to adopt the right technology that will suit their needs well.

DENTAL CYBER HACKS: https://medicalexecutivepost.com/2024/09/10/dental-office-cyber-hacks/

What is a Barcode?

Barcode provides us with a way to store numbers in a computer-understandable format. This is used to store information in a 1D or 2D format that can be scanned for data retrieval. It is used by stores’ back-off sweaters for keeping track of the patients just in case of rental car services to track where the car is in cases of airline luggage. 

Advantages of Barcodes

  • Simplicity: Barcodes are easy to implement and can be put into use within a short span of time and with comparatively less investment.
  • Low Cost: The equipment and technology required in the generation as well as the scanning of the bar codes are relatively cheap.
  • Quick Scanning: As has already been discussed, barcodes are easy to scan and this makes them suitable for_numeric environments such as the retail sector.

Disadvantages of Barcodes

  • Limited Data Capacity: Barcodes also have a limited data processing capability with limited numerical values, of between 8-20 characters per barcode.
  • One-Dimensional: Barcode is more vast than OWLT and cannot contain complex information since it is one-dimensional.
  • Prone to Damage: That is why they can be barely scratched or damaged in such a manner that they will not scan properly.
Barcode - GeeksforGeeks

What is QR code?

QR codes are a way of storing data in the form of computer understandable format, that can be scanned by using QR code scanner to retrieve the data. These are widely used nowadays for cashless and UPI payment services. They can be used in case of identifications and are also used for sharing photos, videos and other files. 

MEDICAL CYBER-SECURITY: https://medicalexecutivepost.com/2022/01/16/understanding-medical-practice-cyber-security-risks-2/

Advantages of QR Codes

  • High Data Capacity: QR codes contain the ability to enclose thousands of characters that include numbers, letters and even the binary data.
  • Small Physical Footprint: In fact, most QR codes are small in size even though they have a high storage capacity thereby making it possible to print them despite the limited amount of space.
  • Error Correction: QR codes are also created with erasure correction, so the code can still be scanned even if SOME of the dots are scratched out.
  • Versatile Applications: According to the functional aspect QR codes can be used in marketing, payments, wither links, multimedia information storage etc.

Disadvantages of QR Codes

  • Requires Specific Software: Unlike barcodes that can be scanned by an ordinary laser scan gun, QR code must be scanned with a QR code scanner or simply an advanced telephone or tablet with a QR code scanner application.
  • Overuse in Marketing: The use of QR codes has been popularized mainly in the marketing sector, hence consumers are used to seeing it and may opt to look the other way.

    QR Code that scans to http://www.geeksforgeeks.org 

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DAILY UPDATE: Stocks, Commodities & Crypto-Currency

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🟢 What’s up

  • Tesla climbed another 5.67% on signs that Elon Musk and President Trump are mending fences and on hype around the robotaxi reveal this week.
  • TSMC rose 2.63% after the semiconductor company reported that its revenue in the month of May rose 39.6% year over year.
  • Disney rose 2.65% higher a day after agreeing to purchase Comcast’s stake in streaming service Hulu for $438.7 million. Comcast climbed 2.95%.
  • Solar stocks got a bit of hope after the Wall Street Journal reported that tech companies are lobbying Congress to keep clean energy subsidies in the tax and spending bill. SolarEdge rose 11.81%, and Sunrun gained 7.13%.
  • Insmed exploded 28.65% thanks to strong results for the biopharma company’s new treatment for pulmonary arterial hypertension.
  • Casey’s General Store rose 11.59% after the retailer crushed Wall Street’s profit expectations last quarter and raised its dividend.

What’s down

  • J.M. Smucker tumbled 15.59% on mixed earnings results and a weaker-than-expected fiscal forecast for the snack foods company.
  • McDonald’s lost 1.43% thanks to a double downgrade from Redburn Atlantic analysts, who think the fast food titan’s slowing foot traffic and headwinds from obesity drugs will hurt its growth. That’s the company’s third downgrade in three days.
  • Snap fell just 0.12% after the social media company unveiled its new augmented reality glasses.
  • Calavo Growers plunged 16.26% after the avocado distributor reported much worse quarterly results than Wall Street was expecting.
  • Biopharma stocks Liquidia and United Therapeutics lost 16.87% and 14.32%, respectively, on competitor Insmed’s good news.

CITE: https://tinyurl.com/2h47urt5

  • Stocks: Markets meandered higher as investors awaited news from ongoing US & China trade negotiations in London. Commerce Secretary Howard Lutnick said talks were going well and could continue into tomorrow.
  • Commodities: Oil soared to its highest price since April on hopes that a trade deal between the world’s largest economies could spur demand, but plunged back to earth after the US said oil output will fall next year.
  • Crypto: After just barely holding on last week, Bitcoin has now stayed above $100,000 for 30 days straight for the first time ever—a signal to traders that there’s a new level of support for the crypto king.

CITE: https://tinyurl.com/tj8smmes

Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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DAILY UPDATE: AHA as Stocks End Slightly Mixed

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Stat: $18 billion. One report says that’s how much hospitals and health systems spent combating workplace violence in 2023. (the American Hospital Association)

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🟢 What’s up

  • The trading platform eToro rose 10.58% and touched a record high after analysts began coverage of the stock. They generally had nice things to say.
  • Aviation startups like Archer (+10.50%), Joby (+13.67%), Vertical Aerospace (+15.24%), and Blade Air Mobility (+11.58%) all popped after President Trump signed an executive order on Friday intended to spur drone manufacturing.
  • Stablecoin issuer Circle can’t stop won’t stop after its IPO last week, popping another 7.24% for its third straight day of gains.
  • Topgolf Callaway jumped nearly 15% after a board member bought ~$2.5 million worth of shares last week. Just in time for the US Open.

What’s down

  • Robinhood (-1.98%) and AppLovin (-8.21%) fell after S&P Dow Jones Indices decided not to include them—or anyone else—in the S&P 500 index.
  • Intuitive Surgical sank 5.55% after getting its first “sell” rating on the Street from Deutsche Bank analyst Imron Zafar, who argued that the medtech company is going to face some cutthroat competition over the next few years.
  • EchoStar, a satellite and wireless company, dropped 8.52% after the WSJ reported it was considering filing for chapter 11 bankruptcy.
  • The Children’s Place tumbled 32.22% after a rough earnings report for the kids’ clothing store: It posted a quarterly loss nearly 3x projections and revenue decreased 10% year over year.

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Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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QUISHING: Scams Defined

QR Code Cyber Security Scams

SPONSOR: http://www.CertifiedMedicalPlanner.org

By Cloudflare and AI

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What is quishing?

Quishing, or QR phishing, is a cybersecurity threat in which attackers use QR codes to redirect victims to malicious websites or prompt them to download harmful content. The goal of this attack is to steal sensitive information, such as passwords, financial data, or personally identifiable information (PII), and use that information for other purposes, such as identity theft, financial fraud, or ransomware.

This type of phishing often bypasses conventional defenses like secure email gateways. Notably, QR codes in emails are perceived by many secure email gateways as meaningless images, making the users vulnerable to specific forms of phishing attacks. QR codes can also be presented to intended victims in a number of other ways.

MISHING: https://medicalexecutivepost.com/2025/02/28/mishing-a-mobile-first-phishing-technique/

What are QR codes?

QR codes, or Quick Response codes, are two-dimensional barcodes that can be scanned easily with a camera or a code reader application. The main component of a QR code is data storage. QR codes have the capability to store significant amounts of information including URLs, product details, or contact information. Scanning technology allows smartphone cameras or code readers to easily and quickly access the website to which the URL points.

SMISHING: https://medicalexecutivepost.com/2025/01/08/smishing-beware-scams/

How does quishing work?

In a quishing attack, the attackers create a QR code and link it to a malicious website. Typically, the attacker will embed the QR code in phishing emails, social media, printed flyers, or physical objects, and use social engineering techniques to entice the victims. For example, victims might receive an email urging them to access an encrypted voice message via a QR code for a chance to win a cash prize.

Upon using their phones to scan the QR code, victims are directed to the malicious site. The site may prompt victims to enter private information, such as login information, financial details, or personal information. In the example above, the site may request the user’s name, email, address, date of birth, or account login information.

Once this sensitive information is captured, attackers can exploit it for various malicious purposes, including identity theft, financial fraud, or ransomware.

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DAILY UPDATE: The Gap is Down but Stock Markets are Up

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🟢 What’s up

  • Meta Platforms popped 3.62% on a report in the Wall Street Journal that the company is going all-in on using AI to create advertisements.
  • Applied Digital skyrocketed 48.46% after the data center operator announced two 15-year leases with CoreWeave that will bring in $7 billion in new revenue. CoreWeave rose 7.99%.
  • BioNTech soared 18.05% on news of a multibillion-dollar collaboration with Bristol Myers Squibb to develop cancer treatments. Bristol Myers Squibb rose 1.06%.
  • Moderna gained 1.84% thanks to the FDA’s approval of its new Covid vaccine, though it’s only for certain patients.
  • Blueprint Medicines exploded 26.09% after the biopharma company agreed to be acquired by Sanofi for $9.5 billion.

What’s down

  • Tesla slipped 1.09% after vehicle deliveries across Europe continued to drop, including a 67% decline in France last month.
  • Auto stocks suffered from fears of higher pricing thanks to President Trump’s steel tariff hike. General Motors tumbled 3.87%, Ford fell 3.86%, and Stellantis slid 3.55%.
  • Sports-betting stocks took a loss after Illinois lawmakers decided to tax the companies $0.25 per wager made on their apps. DraftKings lost 5.99%, and Flutter Entertainment dropped 2.74%.
  • Advertising stocks sank on Meta Platforms’ announcement of AI advances in its advertisements. Omnicom Group lost 4.02%, and WPP Group fell 2.45%.

CITE: https://tinyurl.com/2h47urt5

Markets: Stocks closed out a winning month Friday with the S&P 500 having its best one since 2023. But the markets are still rattled by the trade war, and stocks wavered during the day after President Trump accused China of breaching its recent trade deal with the US. Investors declined to fall into the Gap after the retail chain said tariffs would cost it up to $150 million this fiscal year.

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Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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THOUGHT EXPERIMENT: The Colorblind Neuroscientist

By Staff Reporters and AI

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THOUGHT EXPERIMENT DEFINED

A thought experiment is a mental exercise where you imagine a situation or scenario to explore an idea, test a theory, or examine a problem. It does not involve physical experiments or data. Instead, it uses reasoning, imagination, and logic to draw conclusions or raise important questions.

INATTENTIONAL BLINDNESS: https://medicalexecutivepost.com/2025/03/11/inattentional-blindness/

Colorblind Neuroscientist [Inverted Spectrum Problem]

Sometimes referred to as the Inverted Spectrum Problem or the Knowledge Argument, this thought experiment is meant to stimulate discussions against a purely physical view of the universe, namely the suggestion that the universe, including mental processes, is entirely physical. This thought experiment tries to show that there are indeed non-physical properties — and attainable knowledge — that can only be learned through conscious experience.

The originator of the concept, Frank Jackson, explains it this way:

Mary is a brilliant scientist who is, for whatever reason, forced to investigate the world from a black and white room via a black and white television monitor. She specializes in the neuro-physiology of vision and acquires, let us suppose, all the physical information there is to obtain about what goes on when we see ripe tomatoes, or the sky, and use terms like ‘red’, ‘blue’, and so on. She discovers, for example, just which wavelength combinations from the sky stimulate the retina, and exactly how this produces via the central nervous system the contraction of the vocal cords and expulsion of air from the lungs that results in the uttering of the sentence ‘The sky is blue’…What will happen when Mary is released from her black and white room or is given a color television monitor? Will she learn anything or not?

Put another way, Mary knows everything there is to know about color except for one crucial thing: She’s never actually experienced color consciously. Her first experience of color was something that she couldn’t possibly have anticipated; there’s a world of difference between academically knowing something versus having actual experience of that thing.

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DAILY UPDATE: Medicare A.I. as Markets Go Down

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Medicare may soon be able to reimburse physicians for using artificial intelligence-based medical devices, thanks to a bipartisan bill recently introduced to Congress. The bill, called the Health Tech Investment Act, would set up a payment system for devices that use AI or machine learning, which the bill’s cosponsors say would encourage providers to use the technology in clinical settings and help improve diagnoses.

CITE: https://tinyurl.com/2h47urt5

Stock markets were down in trading on Friday after President Donald Trump said he wanted to impose a 50-percent tariff on the European Union and a new 25-percent tariff on iPhone maker Apple.

The S&P 500 was down around 0.8 percent, the NASDAQ Composite down 1.0 percent, and the Dow Jones Industrial Average of 0.6 percent.

Apple stock fell 2.3 percent.

CITE: https://tinyurl.com/tj8smmes

Visualize: How private equity tangled banks in a web of debt, from the Financial Times.

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Physician V. Doctor V. Provider V. Prescriber V. Medical Others

HEALTHCARE DEFINITIONS

By Staff Reporters

SPONSOR: http://www.CertifiedMedicalPlanner.org

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When you visit health clinic or hospital for a medical appointment, you’ll be seen by a doctor, healthcare provider and/or medical prescriber. But what do these words really mean?

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Doctors / Physicians

Doctor of Medicine (MD), Doctor of Podiatric Medicine (DPM), Doctor of Osteopathy (DO, or Doctor of Dental Surgery (DDS/DMD). Doctors, also known as physicians, have extensive prescription privileges across various specialties. They can diagnose medical conditions, prescribe medication, and oversee the overall management of patient care. Doctors include general practitioners, specialists such as cardiologists or dermatologists, and surgeons. Their prescription authority encompasses a wide range of medications to address acute and chronic health conditions, ranging from antibiotics to specialized treatments for complex diseases.

MORE: https://medicalexecutivepost.com/2023/06/17/the-md-versus-do-degree/

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Medical Providers

A medical provider is a general term that encompasses a wide range of education levels, skill-sets, and specializations. A provider could be a Physician Assistant (PA), Nurse Practitioner (NP), Clinical Nurse Specialist (CNS), Doctor of Medicine (MD), Doctor of Podiatric Medicine (DPM), Dentist (DDSDMD) or Doctor of Osteopathy (DO).

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Medical Drug Prescribers

Generally, psychologists and therapists do not have prescription privileges. They focus on psychotherapy and counseling rather than medication management. However, some jurisdictions may grant limited prescription rights to psychologists who undergo additional training and certification. Like psychologists, therapists typically do not have prescription privileges. They focus on providing counseling and psychotherapy to address mental health issues and emotional concerns.

PHARMACISTS: https://medicalexecutivepost.com/2025/02/12/pharmd-doctor-of-pharmacy/

Psychiatrists are medical doctors (MD/DO) who specialize in the diagnosis and treatment of mental health disorders. They have full prescription privileges and can prescribe a wide range of medications to manage psychiatric conditions.

In most cases, physical therapists do not have the authority to prescribe medication. They primarily focus on rehabilitation and physical interventions to improve mobility and function.

MORE: https://medicalexecutivepost.com/2025/02/23/doctorate-physical-therapy/

Nurse practitioners are advanced practice nurses with the authority to diagnose, treat, and prescribe medication independently in many states and countries. They undergo extensive education and training, which allows them to provide a wide range of healthcare services, including medication management.

Similar to nurse practitioners, psychiatric nurse practitioners have the authority to prescribe medication for mental health conditions. They specialize in psychiatric and mental health care, offering comprehensive treatment that may include medication management.

Chiropractors primarily focus on diagnosing and treating musculoskeletal disorders through manual adjustments and therapies. They do not have surgical or prescription privileges in most jurisdictions.

Optometrists are trained to diagnose and treat vision problems, including prescribing corrective lenses and medications for certain eye conditions such as infections or inflammation.

Registered nurses typically do not have prescription privileges. They work under the direction of physicians and nurse practitioners, assisting with patient care but not prescribing medication themselves.

Dentists have limited prescription privileges related to dental care, such as antibiotics or pain medications for dental procedures. However, they do not have the authority to prescribe general medications outside of their scope of practice.

Nutritionists typically do not have prescription privileges. They specialize in providing dietary advice and counseling to promote health and well-being through nutrition but do not prescribe medication.

Depending on their scope of practice and legal regulations in their jurisdiction, nurse midwives may have limited prescription privileges for certain medications related to prenatal care, childbirth, and postpartum care.

MORE: http://www.HealthDictionarySeries.org

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DAILY UPDATE: Stock Markets Collapse!

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  • While stocks usually steal headlines, all eyes were on the bond market today. The 10-year bond yield popped back above 4.5% first thing this morning while the 30-year rose above 5% as fears of larger deficits due to the Republican tax and spending bill gave investors pause. A poorly received auction of $16 billion in 20-year bonds this afternoon only pushed yields higher.
  • Bitcoin climbed to a new all-time high early in the trading session, touching $109,500 at one point today as investors continue to search for alternatives to bonds and the US dollar.
  • Crude oil climbed to its highest price in a month on reports of flaring tensions between Israel and Iran, then tumbled lower after the US announced surprisingly high oil inventories.

CITE: https://tinyurl.com/2h47urt5

What’s up

  • Silly goose: Outdoor apparel maker Canada Goose soared 19.35% after reporting a stellar first quarter.
  • Alphabet rose 2.79% following a slew of big announcements at its developer conference, including a revamped AI Search.
  • Xpeng popped 13.06% thanks to a smaller-than-expected loss last quarter for the Chinese EV maker.
  • WeRide soared 21.42% on the announcement that the robotaxi will buy back $100 million of its stock.

What’s down

  • UnitedHealth Group secretly paid nursing homes to transfer fewer people to hospitals so it could cut costs, according to The Guardian. Shares understandably tumbled 5.79%.
  • Target missed the mark last quarter, with fewer transactions thanks to DEI boycotts leading to lower sales and profits, pushing shares down 5.21%.
  • Lowe’s sank 1.77% despite sticking to its full-year guidance, noting that sales to professionals will pad its bottom line.
  • Palo Alto Network may have beaten analysts’ estimates for sales and profits, but the cybersecurity company still fell 6.80% due to thinner margins.
  • Take-Two Interactive sank 4.52% after the video game maker put $1 billion in common stock on the market.
  • Fair Isaac caught strays today from a Trump Administration official who was displeased by the credit analytics company’s decision to raise royalty fees.
  • Carter’s crashed 15.74% on the announcement that the children’s clothing retailer will slash its dividend due to higher costs from tariffs.
  • Airline stocks tumbled after the FAA limited flights in and out of Newark Airport. United Airlines fell 3.93%, Southwest Airlines lost 2.35%, and American Airlines sank 3.52%.
  • Wolfspeed, easily the best-named stock on the market, may go bankrupt. Shares of the semiconductor supplier dropped 59.11%.

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DAILY UPDATE: Stock Markets Down Slightly

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  • The S&P 500 snapped a 6-day winning streak as the rally following the US & China tariff ceasefire faded and investors looked elsewhere for buying signals.
  • Federal Reserve speeches abound this week, with several central bankers warning of an economy under duress.
  • Both gold and bitcoin consolidated their recent gains, offering investors alternatives to suddenly not-so-safe bonds and a sagging US dollar.

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What’s up

  • Tesla climbed 0.51% after CEO Elon Musk committed to spending the next five years running the EV manufacturer.
  • Moderna popped 6.06% after the FDA announced new limits on Covid-19 vaccine approvals that were more lenient than expected.
  • Warby Parker soared 15.57% on news of a partnership with Google to create smart glasses.
  • Pony AI rose 5.74% after the Chinese auto maker posted impressive earnings and cited high demand for autonomous taxi rides.
  • Amer Sports surged 19.05% after the athletic equipment maker posted a strong beat-and-raise earnings announcement.
  • D-Wave Quantum soared 25.93% after the quantum computing company unveiled its newest computing system.
  • Levi Strauss & Co. rose 1.42% on the news that the jeans company is selling Dockers to Authentic Brands Group for $311 million.

What’s down

  • Home Depot fell just 0.61% after the home renovation retailer missed earnings estimates, beat revenue forecasts, kept its fiscal guidance intact, and said it won’t raise prices.
  • Airbnb tumbled 3.27% after Spain ordered the company to take down over 65,000 listings.
  • Uber sagged 0.66% despite an upgrade from JPMorgan analysts and the news that it’s partnering with Waymo to offer robotaxis in Atlanta.
  • Viking Holdings sank 4.99% despite earnings and sales beating estimates, but investors didn’t like hearing that the the cruise line operator transported fewer passengers last quarter than expected.
  • AES lost 4.05% after the solar stock was downgraded by Jefferies analysts, who are worried about lower demand for renewable energy.

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DAILY UPDATE: Rite Aid and MSFT Down as Markets End Mixed

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Rite Aid has announced that it is set to close 115 stores as part of the Chapter 11 bankruptcy proceedings it began earlier this month. The company published a slate of 47 closing stores in an initial filing in the U.S. Bankruptcy Court for the District of New Jersey and added 68 more locations in a May 9th filing. 

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🟢 What’s up

  • Nvidia climbed 3.97% on CEO Jensen Huang’s announcement of a partnership with Saudi Arabia-backed Humain to build a 500 megawatt data center.
  • Advanced Micro Devices popped 4.18% after it, too, revealed it’s helping Humain out. The chipmaker’s board also authorized a $6 billion stock buyback program.
  • Super Micro Computer continued to rally, soaring another 15.69% on the back of Raymond James analysts’ initiating their coverage with an “outperform” rating.
  • Boeing climbed 0.59% thanks to a $96 billion deal with Qatar Airlines to buy up to 210 aircraft.
  • Oklo jumped 14.12% after the nuclear power startup revealed a smaller-than-expected loss last quarter.
  • Exelixis soared 19.70% after the oncology company reported a shockingly strong beat-and-raise quarter.
  • Septerna exploded 28.97% on the news that Novo Nordisk will license its oral obesity pill candidate for $2.2 billion.

What’s down

  • Airline stocks were down across the board after the FAA met with executives to discuss cutting flights in and out of Newark Airport. Delta Air Lines lost 4.32%, and United Airlines sank 3.51%.
  • American Eagle Outfitters tumbled 5.93% after the retailer cut its fiscal guidance, announced it’s writing down $75 million in merchandise, and forecast a decline in next quarter’s sales.
  • Grail plummeted 23.48% after the biotech’s revenue last quarter failed to meet Wall Street’s expectations.
  • Aurora Innovation fell 7.58% thanks to an announcement from Uber that it’s offering $1 billion in convertible notes that can be exchanged for Aurora shares.
  • JD.com lost 4.24% after the Chinese online retailer beat earnings expectations yesterday but still saw its price target cut by Morgan Stanley analysts.

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Inflation rose by 2.3% in April, less than economists feared, though the rate likely still doesn’t show the full effect of tariffs.

Microsoft is cutting 3% of its workforce, or about 6,000 employees, in order to reduce layers of management, a spokesperson told CNBC.

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DAILY UPDATE: Medicare Advantage [Part C] Down as Stock Markets Blast Off

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During the 2024–25 Annual Enrollment Period, Medicare Advantage drew in only 1.3 million new members, compared to 2+ million in each of the five years prior, according to a March 25 report by consulting firm HealthScape Advisors. Traditional fee-for-service Medicare grew by about 200,000 after years of losing hundreds of thousands of members, according to HealthScape. During the 2023–24 AEP, it lost about 800,000.

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🟢 What’s up

  • Semiconductor stocks that looked like some of the biggest losers of the trade war just last week soared on today’s China/US deal. Nvidia popped 5.44%, TSMC rose 5.93%, AMD climbed 5.13%, Broadcom rose 6.43%, and Qualcomm gained 4.78%.
  • Magnificent Seven stocks also shot higher, particularly Apple (6.31%) and Amazon (8.07%), two companies that were bearing the brunt of higher tariffs.
  • Tesla jumped 6.75% on the tariff deal news, given a massive production plant that was responsible for 22% of Tesla’s total revenue last year is located in China.
  • US-listed Chinese stocks popped, for obvious reasons: JD.com gained 6.47%, Alibaba rose 5.82%, and Baidu climbed 5.08%.
  • Healthcare company Kindly MD soared 251.03% today after merging with Nakamoto, a bitcoin investment company founded by Trump’s crypto advisor David Bailey.
  • NRG Energy popped 26.21% after it agreed to acquire a slew of natural gas facilities from LS Power Equity Advisors.
  • Next Technology Holding soared 38.56% after the software company added 5,000 bitcoin to its portfolio and said it wants to add even more.

What’s down

  • EchoStar tumbled 16.58% today after the Wall Street Journal reported that the Federal Communications Commission was opening an investigation into the firm’s 5G network.
  • A slew of metal mining stocks fell today as gold declined on the tariff deal: AngloGold Ashanti fell 10.31%, Wheaton Precious Metals dropped 7.92%, Newmont Corporation lost 5.93%, and Gold Fields Limited sank 10.47%.

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DEEPSEEK: Breaks the Artificial Intelligence Paradigm

By Vitaliy Katsenelson CFA

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I’ve received emails from readers asking my thoughts on DeepSeek. I need to start with two warnings. First, the usual one: I’m a generalist value investor, not a technology specialist (last week I was analyzing a bank and an oil company), so my knowledge of AI models is superficial. Second, and more unusually, we don’t have all the facts yet.

But this story could represent a major step change in both AI and geopolitics.

Here’s what we know:

DeepSeek—a year-old startup in China that spun out of a hedge fund—has built a fully functioning large language model (LLM) that performs on par with the latest AI models. This part of the story has been verified by the industry: DeepSeek has been tested and compared to other top LLMs. I’ve personally been playing with DeepSeek over the last few days, and the results it spit out were very similar to those produced by ChatGPT and Perplexity—only faster.

This alone is impressive, especially considering that just six months ago, Eric Schmidt (former Google CEO, and certainly no generalist) suggested China was two to three years behind the U.S. in AI.

But here’s the truly shocking—and unverified—part: DeepSeek claims they trained their model for only $5.6 million, while U.S. counterparts have reportedly spent hundreds of millions or even billions of dollars. That’s 20 to 200 times less.

The implications, if true, are stunning. Despite the U.S. government’s export controls on AI chips to China, DeepSeek allegedly trained its LLM on older-generation chips, using a small fraction of the computing power and electricity that its Western competitors have. While everyone assumed that AI’s future lay in faster, better chips—where the only real choice is Nvidia or Nvidia—this previously unknown company has achieved near parity with its American counterparts swimming in cash and datacenters full of the latest Nvidia chips. DeepSeek (allegedly) had huge compute constraints and thus had to use different logic, becoming more efficient with subpar hardware to achieve a similar result.

In other words, this scrappy startup, in its quest to create a better AI “brain,” used brains where everyone else was focusing on brawn—it literally taught AI how to reason.

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DAILY UPDATE: Stock Markets End Week Mixed as UnitedHealthcare Group is Sued

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  • Meta is reportedly developing a “super-sensing” mode for its AI glasses that could identify people by name.
  • De Beers, the South African-British diamond giant, is closing its lab-grown diamond business, the company announced, as the value of human-made gems declines.
  • Coinbase acquired Deribit, a popular trading platform for bitcoin and ether options, for $2.9 billion.
  • FEMA acting head Cameron Hamilton was fired yesterday, Politico reported, amid reports that President Trump could look to shrink the department or eliminate it entirely.
  • Match Group, which owns Hinge and Tinder, cut 13% of its workforce as it seeks a turnaround following several executive departures and pressure from activist investors.

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🟢 What’s up

  • Microchip Technology climbed 12.60% on a solid beat-and-raise quarter for the semiconductor stock.
  • Pinterest gained 4.84% thanks to higher-than-expected revenue last quarter and projected strong revenue growth in the current quarter.
  • Insulet popped 20.88% after the insulin device manufacturer crushed Wall Street’s estimates on the top and bottom lines and raised its fiscal forecast.
  • Trade Desk soared 18.60% thanks to an impressive first quarter for the digital marketing company, including EPS of $0.33 compared to forecasts of $0.25.
  • DraftKings rose 2.49% thanks to a smaller-than-expected loss last quarter due in part to fewer March Madness upsets than usual.
  • Cloudflare popped 6.32% on strong earnings after the cloud services provider inked its biggest contract ever last quarter.
  • Monster Beverage missed first-quarter revenue estimates, but the energy drink giant still managed to climb 1.43%.

What’s down

  • United Airlines lost 2.69% on the news that Newark Airport experienced its second major outage in two weeks.
  • Coinbase stumbled 3.48% lower on a surprise revenue miss last quarter, thanks to a 17% decline in consumer trading volume.
  • Expedia beat profit estimates, but lower revenue thanks to a travel spending slowdown still sank the stock 7.30%.
  • Sweetgreen was crushed by 16.25% due to full-year fiscal guidance that came in way worse than Wall Street anticipated.
  • Affirm may have done well in the third quarter, but the Buy Now, Pay Later company fell 14.47% thanks to lower revenue forecasts this quarter.

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UnitedHealthcare Group was sued by shareholders claiming the company didn’t properly adjust its earnings outlook following the death of CEO Brian Thompson.

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DAILY UPDATE: U.S. GDP Down as Stock Markets Collapse

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🟢 What’s up

  • Ford managed to rise 2.45% despite the automaker suspending its 2025 fiscal guidance, citing “industrywide supply chain disruption impacting production.”
  • WeRide skyrocketed 31.68% on the news that it’s expanding its partnership with Uber to include rolling out robotaxis in 15 new cities. Pony AI soared 47.63% thanks to its bigger role helping Uber grow throughout the Middle East.
  • Hims & Hers Health gained 18.12% after the telehealth stock beat analyst forecasts last quarter,even though it provided lower-than-expected revenue guidance this quarter.
  • Celsius Holdings missed on both top and bottom line expectations, but shares of the energy drink maker still managed to bubble 4.81% higher.
  • Mattel rose 2.78% even though the toy company paused its fiscal guidance and warned it will raise prices in the US.
  • Upwork, everyone’s favorite side-gig platform, soared 18.02% as Americans brace for economic upheaval by finding second jobs.
  • Constellation Energy may have missed Wall Street forecasts last quarter, but shareholders pushed the stock 10.29% higher on upbeat fiscal guidance.
  • SolarEdge Technologies climbed 11.22% on a smaller-than-expected loss last quarter and projections that tariffs won’t be as bad as feared.
  • Neurocrine Biosciences popped 8.36% thanks to strong revenue growth due to high sales of its movement disorder treatment Ingrezza.

What’s down

  • Tesla fell 1.75% on the latest data showing its sales plummeted in Europe last month, including a 46% decline in Germany.
  • Pharma stocks took a beating after the FDA announced that industry critic Dr. Vinay Prasad will be named its top vaccine regulator. Moderna lost 12.25%, Novavax fell 3.19%, Merck sank 4.59%, and Pfizer fell 4.15%.
  • Clorox got taken to the cleaners, losing 2.41% after missing Wall Street’s profit forecasts.
  • Vertex Pharmaceuticals fell 10.03% thanks to big misses across the board last quarter due to higher costs.
  • Lattice Semiconductor lost 9.28% after management warned that tariffs will have indirect consequences on its business.

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  • US gross domestic product (GDP) contracted 0.3% in Q1, the Commerce Department reported yesterday, missing economists’ expectations of a 0.4% increase.
  • That drop can likely be attributed to a massive spike in imports (roughly a 41% increase from the previous quarter) from companies stocking up on goods and materials before President Trump’s tariffs took effect. The Commerce Department counts imports as a negative in GDP calculations as they represent spending on foreign goods.

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Lessons from History’s Technology Booms

By Vitaliy Katsenelson CFA

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The technology at the core of the mania is different every time. What doesn’t change over time is human emotion – the fear of missing out and then the fear of loss.

AI has a feel of “this time is different.” Optimism rarely erupts about the same technology twice; this is why history doesn’t repeat but rhymes. The technology at the core of the mania is different every time. What doesn’t change over time is human emotion – the fear of missing out and then the fear of loss, in that order. 

Humans are an optimistic bunch. We need it; it’s essential to our survival and progress; but eventually, we take our optimism too far. The graveyard of financial ruins is full of these stories.

I have beat the dotcoms and Nifty Fifties to death, so let’s go to back another century. My friend the brilliant Edward Chancellor wrote about the railroad boom and bust in England in the 1800s. Here he is, edited for brevity:

The first railway to use steam locomotives opened in 1825 and was designed to carry coal, not passengers. Railway promoters simply did not appreciate the potential demand for high-speed travel. The successful launch of the Liverpool and Manchester Railway in 1830, however, demonstrated the commercial viability of passenger travel. By the early 1840s, Britain’s railway network stretched to more than 2,000 miles. Railway companies were delivering acceptable, if not spectacular, returns for investors.

Then railway fever suddenly gripped the nation. Enthusiasts touted rail transport not just for its economic benefits, but for its benign effects on human civilization. One journal envisaged a day when the “whole world will have become one great family speaking one language, governed in unity by like laws, and adoring one God.” In the two years after 1843, the index of rail stocks doubled.

Investment peaked at around 7% of Britain’s national income. Railway enthusiasts predicted that rail would soon replace all the country’s roads and that “horse and foot transit shall be nearly extinct.”

In 1845, Britain’s railways carried nearly 34 million passengers. If the 8,000 miles of newly authorized railways were to deliver their expected 10% return, then the industry’s total revenue and passenger traffic would have to climb five fold or more – all within the space of just five years. “This should have alarmed observers by itself … But they were deluded by the collective psychology of the Mania”, writes Odlyzko. 

In 1847 a severe financial crisis broke out, induced in part by the diversion of large amounts of capital into unprofitable railway schemes. It turned out that the revenue projections provided by so-called “traffic takers” were wildly overoptimistic. Railway engineers underestimated costs. The vogue for constructing direct lines between large urban centers proved mistaken, as most traffic turned out to be local. As a result, Britain’s rail network was plagued with overcapacity. By the end of the decade, the index of railway stocks was down 65% from its 1845 peak. 

The railroad bubble in England is just one example; there are hundreds of similar stories across market history. They all share this theme:

A new technology appears on the horizon. In the early stages, investment is rational, but then at some point excitement, imagination, and optimism take over, leading to overinvestment (usually creating a financial bubble). Investors make a lot of money until most lose it all. When the dust settles, only a few companies survive.

This AI boom reminds me of the telecom sector in the 1990s. The internet was going to change the world, and it did, but first we had tremendous overcapacity in global fiber and telecom equipment.

One could say that telecommunications companies overestimated demand for broadband and underestimated changes in technology, and that would be true. But there was a more nuanced dynamic at play, what economists call the fallacy of composition.

What’s true for one participant isn’t necessarily true for the group.

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