Thursday, February 5, 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

    AI in Healthcare Decision-Making

    AI in Healthcare Decision-Making

    February 1, 2026
    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 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

    AI in Healthcare Decision-Making

    AI in Healthcare Decision-Making

    February 1, 2026
    Patient Survey: Understanding Healthcare Consumerism

    Patient Survey: Understanding Healthcare Consumerism

    January 18, 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 Contrarian

Implicit Healthcare Nudges

Daily Remedy by Daily Remedy
August 8, 2021
in Contrarian
0
Online medical consultation and support. Online doctor. Vector illustration

Online medical consultation and support. Online doctor. Vector illustration

“Young man, I invented the modern age”, Henry Ford chided when asked by a child about his continuing relevancy in the business world late into his professional career. Ford’s derisive remark was characteristically Ford, whose pugnacious disposition powered his persistence into a stratosphere of success the likes of which we have hardly ever seen.

A persistence necessary to endure two colossal business failures – the first resulting in bankruptcy, the second eventually becoming competitor GM’s Cadillac – before forming a company that would go on to define American ingenuity and entrepreneurship, Ford Motor Company. Ingenuity, however, is largely defined after the fact, and often from the outsider looking in – giving it a magical appearance, but like magic, it disappears as quickly as it appears.

And what were initially attributes of a successful entrepreneur – enterprise and boldness – soon became attributes of an outdated executive – arrogance and obstinance – as Ford began to clash with others in the company over misguided policy decisions.

One of which was Ford’s decision to promote former WWII Air Force veteran and future two-term Secretary of Defense, Robert McNamara, to lead an initiative encouraging car drivers to wear seat belts in the 1950’s.

Ford and McNamara insisted on a paternalistic approach to encourage drivers, despite overwhelming opposition, and the lingering effects of that approach still persist today – only contrary to its original intent – as drivers of all ages in nearly every part of the country routinely refuse to wear their seat belts, and often do so only begrudgingly. Such a simple, harmless task, yet one met with such nagging resistance, which many believed began from the misguided approach of this initiative, decades before.

What the two tried to do before is what behavioral economist Richard Thaler today calls nudging, or an act intended to encourage or guide a specific behavior. Only what Ford and McNamara thought was a nudge was actually a nuisance, as they incorrectly interpreted how their efforts would galvanize the public – attempting to promote one behavior but really just encouraging the opposite behavior.

We see nudges and nuisances throughout healthcare, and just as commonly, we see nuisances passing as nudges, and vice versa.

University of Michigan Health System introduced a policy a few decades ago of apologizing whenever a medical error happened, and soon noticed a reduction in the number of, and overall size of, malpractice lawsuits. The one action, a nudge prompting an apology after a mistake, an old fashion, “I’m sorry”, reduced the likelihood of prolonged legal consequences. A simple action, with set of ramifications.

Nudges structure a specific behavior to produce an intended effect, but also produce a host of secondary effects as reactions to the initial nudge. When those secondary effects are opposite to the initial, intended effect, we develop conflicting interpretations, giving rise to unintended behaviors.

Therefore, when structuring nudges specific to healthcare, we should focus on observing the various layers of interpretations that go into patient behavior, and study the relationship among the various interpretations. Effectively constructed nudges properly align the various interpretations. And the various interpretations, when properly aligned, effectively produce the desired behavior.

A complex behavior elicited from a well-designed nudge.

Complexity does not follow simple cause and effect – there is no “logical path” in the words of Einstein – instead we find different, apparently unrelated factors influence healthcare behavior in unpredictable ways that change based on the changing interpretations.

Which is just an elaborate way of saying how we choose to think about a particular behavior impacts the willingness to adhere to that behavior.

And why intuition plays an immensely important, though largely unforeseen role in healthcare. Intuition is the cumulative sum of our interpretations, extracted from past experiences and current observations. It determines our initial impressions, our predilections, and our tendencies – our frame of reference – all of which comprise our healthcare decision-making.

Nudges should adjust our frame of reference, and incentivize good behavior – all the thoughts that go into a complex, subjective behavior while prompting that behavior to the top of mind – structuring an understanding as much as an action – reallocating focus as much as guiding behavior.

These types of nudges work for the very reason traditional nudges do not – good healthcare behavior is a result of behavior that we are aware of and not aware of, while traditional nudges address only the most overt behavior, not accounting for the associated, secondary behaviors that form in response. And by better understanding patient behavior – implicitly and explicitly – we avoid unintended consequences that may arise.

Instead of crafting a nudge that states, “did you avoid foods in high saturated fats today?”, you should craft the nudge to ask for the patient’s thoughts relative to the act of avoiding high saturated fat foods: “how much effort did you require to avoid high saturated fat foods today?” – a nudge which questions the efforts per action, or the mental exertion needed to avoid or attempt to resist a clinically harmful decision.

Structuring the nudge as a balance of thought to action contextualizes the nudge to elicit awareness of the action and the thoughts that lead up to the action. It implicitly assumes the patient is aware that such foods are bad for his or her health and contextualizes the question in reference to how that awareness affects the patient’s decision-making. In effect, eliciting the implicit thoughts that go into eating foods we know we are not supposed to eat – helping us understand in the moment why we should prioritize long term health instead of short-term gratification.

A truly effective nudge.

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

AI Regulation and Deployment Is Now a Core Healthcare Issue

Clinical Reads

Ambient Artificial Intelligence Clinical Documentation: Workflow Support with Emerging Governance Risk

Ambient Artificial Intelligence Clinical Documentation: Workflow Support with Emerging Governance Risk

by Daily Remedy
February 1, 2026
0

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...

Read more

Join Our Newsletter!

Twitter Updates

Tweets by TheDailyRemedy

Popular

  • Powerful Phrases to Tell Patients

    Powerful Phrases to Tell Patients

    0 shares
    Share 0 Tweet 0
  • How Insurers Taught Patients to Shop

    0 shares
    Share 0 Tweet 0
  • Have We Cured Sickle Cell Disease?

    2 shares
    Share 0 Tweet 0
  • How Sterile Environments Save Lives in Healthcare

    0 shares
    Share 0 Tweet 0
  • Positions Currently in High Demand in the Medical Field

    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

Join Our Newsletter!

  • 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