Thursday, January 29, 2026
ISSN 2765-8767
  • Survey
  • Podcast
  • Write for Us
  • My Account
  • Log In
Daily Remedy
  • Home
  • Articles
  • Podcasts
    The Future of LLMs in Healthcare

    The Future of LLMs in Healthcare

    January 26, 2026
    The Future of Healthcare Consumerism

    The Future of Healthcare Consumerism

    January 22, 2026
    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    July 1, 2025

    The cost structure of hospitals nearly doubles

    July 1, 2025
    Navigating the Medical Licensing Maze

    The Fight Against Healthcare Fraud: Dr. Rafai’s Story

    April 8, 2025
    Navigating the Medical Licensing Maze

    Navigating the Medical Licensing Maze

    April 4, 2025
  • Surveys

    Surveys

    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 2026
    Public Confidence in Proposed Changes to U.S. Vaccine Policy

    Public Confidence in Proposed Changes to U.S. Vaccine Policy

    January 3, 2026

    Survey Results

    Can you tell when your provider does not trust you?

    Can you tell when your provider does not trust you?

    January 18, 2026
    Do you believe national polls on health issues are accurate

    National health polls: trust in healthcare system accuracy?

    May 8, 2024
    Which health policy issues matter the most to Republican voters in the primaries?

    Which health policy issues matter the most to Republican voters in the primaries?

    May 14, 2024
    How strongly do you believe that you can tell when your provider does not trust you?

    How strongly do you believe that you can tell when your provider does not trust you?

    May 7, 2024
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner
No Result
View All Result
  • Home
  • Articles
  • Podcasts
    The Future of LLMs in Healthcare

    The Future of LLMs in Healthcare

    January 26, 2026
    The Future of Healthcare Consumerism

    The Future of Healthcare Consumerism

    January 22, 2026
    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    Your Body, Your Health Care: A Conversation with Dr. Jeffrey Singer

    July 1, 2025

    The cost structure of hospitals nearly doubles

    July 1, 2025
    Navigating the Medical Licensing Maze

    The Fight Against Healthcare Fraud: Dr. Rafai’s Story

    April 8, 2025
    Navigating the Medical Licensing Maze

    Navigating the Medical Licensing Maze

    April 4, 2025
  • Surveys

    Surveys

    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 2026
    Public Confidence in Proposed Changes to U.S. Vaccine Policy

    Public Confidence in Proposed Changes to U.S. Vaccine Policy

    January 3, 2026

    Survey Results

    Can you tell when your provider does not trust you?

    Can you tell when your provider does not trust you?

    January 18, 2026
    Do you believe national polls on health issues are accurate

    National health polls: trust in healthcare system accuracy?

    May 8, 2024
    Which health policy issues matter the most to Republican voters in the primaries?

    Which health policy issues matter the most to Republican voters in the primaries?

    May 14, 2024
    How strongly do you believe that you can tell when your provider does not trust you?

    How strongly do you believe that you can tell when your provider does not trust you?

    May 7, 2024
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner
No Result
View All Result
Daily Remedy
No Result
View All Result
Home Perspectives

To Restore Patient Trust, Restructure Insurances

Daily Remedy by Daily Remedy
February 6, 2022
in Perspectives
0
To Restore Patient Trust, Restructure Insurances

There are two ways to change behavior – one is by punishing bad behavior and the other is by rewarding good behavior. The latter fosters trust. The former does not.

Healthcare has a trust problem, which has been exacerbated by the pandemic, that we can address by rewarding good behavior. Yet we continue punishing bad behavior. Only we do not call it a punishment, we call it something else – a deductible.

In insurance parlance, a deductible is a moral hazard – an incentive to guard against undue risk by deterring financially unsafe behavior. Car insurance requires a deductible to curtail unsafe driving practices. The idea being drivers – knowing that they would have no deductible to meet and receive full coverage for any damage incurred – would subsequently drive in more risky ways and presumably cause more car accidents.

Health insurance follows the same logic. Patients must pay a deductible before receiving coverage for clinical care. The idea is to prevent unnecessary utilization of healthcare services. But in reality, it is a punishment.

Patients now estimate the projected costs when seeking care, judging whether the care meets the figurative standard of, “is it worth it”? And when facing a medical emergency with an unmet deductible, patients find themselves punished with hospital bills. Deductibles are meant to be a deterrent, founded on the premise that patients will waste clinical resources unless incentivized not to.

This is no way to build trust. In fact, deductibles destroy trust. Patients now question the value of clinical care based upon the deductible instead of the care itself. It is no coincidence that physician offices are filled with patients in December and noticeably empty in January. Most deductibles reset on New Year’s Day. And with the change in the calendar comes a change in patient behavior – just not in ways insurance companies anticipated.

Patients are not being more cautious in the care they seek because of deductibles. They are evaluating the value of paying it when seeking care. And when patient decisions are less about clinical care and more about financial risk, trust deteriorates.

It then naturally follows that patients will be leery of trusting anything in healthcare. In the fee for service world of modern medicine, every clinical service has a fee, and every fee requires a deductible.

To restore trust, we must restructure patients’ relationship with finance. This begins by restructuring health insurance plans. Rather than punish bad behavior through deductibles, we must reward good behavior through dynamic premiums.

Premiums are the monthly fees insurance companies charge for coverage. They are normally fixed. But if we create health plans that adjust premiums based on patient behavior, then we shift the financial risk managed by insurance companies away from deductibles and towards premiums.

If a patient follows a strict diet and engages in low cost clinical services like telemedicine, then she should be rewarded with discounts on her premium. But if a patient eats unhealthily, abuses alcohol, and misses multiple primary care appointments only to find herself in the emergency department, then she should incur an up-charge in her premiums.

By shifting the financial risk of patient behavior away from deductibles, we remove a deterrent and replace it with positive reinforcement that comes from premium adjustments – we reward good behavior instead of punishing bad behavior.

Interestingly, dynamic premiums already exist for insurance policies in other industries, such as life insurance. Life insurers use data modeling to predict risk over time and adjust premiums dynamically alongside the changing behavior of the insured.

Health insurers can incorporate similar models. Healthcare is saturated with datasets, and health insurers have plenty of data to replicate similar policies based on dynamic premiums.

In fact, it may prove to be more profitable for insurers to develop models that accurately reflect patient behavior with insurance premiums. More importantly, it may restore trust by redefining how patients perceive cost in medicine.

ShareTweet
Daily Remedy

Daily Remedy

Dr. Jay K Joshi serves as the editor-in-chief of Daily Remedy. He is a serial entrepreneur and sought after thought-leader for matters related to healthcare innovation and medical jurisprudence. He has published articles on a variety of healthcare topics in both peer-reviewed journals and trade publications. His legal writings include amicus curiae briefs prepared for prominent federal healthcare cases.

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

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
Subscribe

Large Language Models in Healthcare

Clinical Reads

What the Most-Cited LLM-in-Medicine Papers Reveal—and What They Miss

What the Most-Cited LLM-in-Medicine Papers Reveal—and What They Miss

by Daily Remedy
January 25, 2026
0

In just over two years, papers on large language models (LLMs) in medicine have accumulated nearly fifteen thousand citations, creating an academic canon that is already shaping funding decisions, regulatory conversations, and clinical experimentation. This study dissects the 100 most-cited LLM-in-medicine papers to show who is driving the field, which applications dominate attention, and where the evidence remains dangerously thin. What emerges is a picture of rapid intellectual consolidation—paired with a widening gap between technical promise and clinical reality. The...

Read more

Twitter Updates

Tweets by DailyRemedy1

Newsletter

Start your Daily Remedy journey

Cultivate your knowledge of current healthcare events and ensure you receive the most accurate, insightful healthcare news and editorials.

*we hate spam as much as you do

Popular

  • GLP-1 Drugs Have Moved Past Weight Loss. Medicine Has Not Fully Caught Up.

    GLP-1 Drugs Have Moved Past Weight Loss. Medicine Has Not Fully Caught Up.

    0 shares
    Share 0 Tweet 0
  • Why Investors Now Care About Patient Experience

    0 shares
    Share 0 Tweet 0
  • Effective Tips for Cleaning Up Family Sick Messes

    0 shares
    Share 0 Tweet 0
  • When Data Becomes Due Process

    0 shares
    Share 0 Tweet 0
  • Healthy Holiday Food Choices for Patients

    0 shares
    Share 0 Tweet 0
  • 628 Followers

Daily Remedy

Daily Remedy offers the best in healthcare information and healthcare editorial content. We take pride in consistently delivering only the highest quality of insight and analysis to ensure our audience is well-informed about current healthcare topics - beyond the traditional headlines.

Daily Remedy website services, content, and products are for informational purposes only. We do not provide medical advice, diagnosis, or treatment. All rights reserved.

Important Links

  • Support Us
  • About Us
  • Contact us
  • Privacy Policy
  • Terms and Conditions

Newsletter

Start your Daily Remedy journey

Cultivate your knowledge of current healthcare events and ensure you receive the most accurate, insightful healthcare news and editorials.

*we hate spam as much as you do

  • Survey
  • Podcast
  • About Us
  • Contact us

© 2026 Daily Remedy

No Result
View All Result
  • Home
  • Articles
  • Podcasts
  • Surveys
  • Courses
  • About Us
  • Contact us
  • Support Us
  • Official Learner

© 2026 Daily Remedy

Start your Daily Remedy journey

Cultivate your knowledge of current healthcare events and ensure you receive the most accurate, insightful healthcare news and editorials.

*we hate spam as much as you do