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Home Trends

Medical Populism and Vaccinations

This trend portends the future of American medicine

Jay K Joshi by Jay K Joshi
April 6, 2024
in Trends
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Medical Populism and Vaccinations

Elvis Bekmanis

In recent times, the rise of populism has had a significant impact in medicine, particularly regarding vaccination rates. As more and more individuals begin to question the safety and efficacy of vaccines, the future trends in patient behavior against vaccination for viral infections such as measles, mumps, and bird flu are becoming a cause for concern. To truly understand this problem, we must first understand that is it by no means a novel problem in America.

Populism often relies on emotional appeals and simplistic solutions to complex issues, which can lead to a distrust in scientific expertise and evidence-based medicine. This has resulted in a growing number of people choosing not to vaccinate themselves or their children, citing concerns about potential side effects or a lack of trust in pharmaceutical companies and government health agencies. Simply put, these individuals choose to prioritize their own clinical discernment over that of purported subject matter experts. It may appear incredulous in this day and age, but in the not too distant past, this was the case. Questioning medical authority has always run deep in the ethos of Americans.

Nothing we are seeing is new. In fact, it is a recurrent pattern that defines the American healthcare experience. As a result, we should not be surprised that vaccination rates are declining in certain communities, leading to outbreaks of preventable diseases that were once nearly eradicated. It has always been this way. Yes, the consequences are more dramatic now than ever. Diseases like measles, which can have serious complications and even lead to death, are making a comeback due to low vaccination rates in some areas. But the underlying patterns of behavior that lead to these clinical outcomes are fundamental and have roots going back to the early days of the American experiment. We forget how many Americans were against vaccinations for smallpox.

In order to combat this latest trend of populism, it is essential for healthcare providers and public health officials not only address the fears and misinformation surrounding vaccines, but also address the fundamental behaviors that lead to the skepticism that gives rise to misinformation. Educating the public about the importance of vaccination in preventing the spread of infectious diseases is crucial in order to protect the overall health of the population. But that does not solve the core issue at hand. Rather, we should engage in open discourse with the American public about when it is appropriate to incorporate principles of populism and, consequently, individual autonomy, and when it is critical to adhere to established clinical guidelines.

It is tough to find that balance. If it were easy, we would have found it already. But that does not mean we should stop trying. Yes, different periods of populism lead to different clinical problems. But these are just the effects. The cause is something fundamental to the American ethos that is hard to explain yet somehow both subtle and pervasive. We all notice it but most cannot quite grasp it at the level at which we can properly articulate it. So we grasp at the most apparent effects and conflate them for the root problem.

Yes, it is important to consider the role of social media in spreading misinformation about vaccines. Platforms like Facebook and Twitter have been used to promote anti-vaccine sentiments, creating echo chambers where false information can spread rapidly. Efforts must be made to combat this misinformation and provide accurate, evidence-based information to the public.

But again, that is not the issue. That is the effect. The cause is a fundamental value principle of distrusting centralized authority. And there is nothing more centralized than healthcare. The only thing that has proven to increase trust in American history is open dialog. Talking things out helps to build trust and find common ground.

Looking toward the future of vaccination trends, it is crucial that we prioritize vaccination and public health initiatives in order to prevent the resurgence of dangerous infectious diseases. This means addressing the causes. Not focusing on the effects. So therefore, focus less on the modern manifestations of a very old, very American problem.

Interestingly enough, there is a similarly old, but effective solution that addresses the root cause of lowering vaccination rates: good old-fashion, in-person open discourse. It is the only way to build trust.

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Jay K Joshi

Jay K Joshi

Dr. Joshi is the founding editor of Daily Remedy.

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Videos

In this episode, the host discusses the significance of large language models (LLMs) in healthcare, their applications, and the challenges they face. The conversation highlights the importance of simplicity in model design and the necessity of integrating patient feedback to enhance the effectiveness of LLMs in clinical settings.

Takeaways
LLMs are becoming integral in healthcare.
They can help determine costs and service options.
Hallucination in LLMs can lead to misinformation.
LLMs can produce inconsistent answers based on input.
Simplicity in LLMs is often more effective than complexity.
Patient behavior should guide LLM development.
Integrating patient feedback is crucial for accuracy.
Pre-training models with patient input enhances relevance.
Healthcare providers must understand LLM limitations.
The best LLMs will focus on patient-centered care.

Chapters

00:00 Introduction to LLMs in Healthcare
05:16 The Importance of Simplicity in LLMs
The Future of LLMs in HealthcareDaily Remedy
YouTube Video U1u-IYdpeEk
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Health systems are increasingly deploying ambient artificial intelligence tools that listen to clinical encounters and automatically generate draft visit notes. These systems are intended to reduce documentation burden and allow clinicians to focus more directly on patient interaction. At the same time, they raise unresolved questions about patient consent, data handling, factual accuracy, and legal responsibility for machine‑generated records. Recent policy discussions and legal actions suggest that adoption is moving faster than formal oversight frameworks. The practical clinical question is...

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