Tuesday, February 3, 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 Trends

Modern Day Fertility Crisis

Daily Remedy by Daily Remedy
October 3, 2021
in Trends
0

Strategy is limited by capability. We can only do what are able to do.

Choice sometimes becomes a matter of necessity, depending on the number of available options. When the options are limited, the perception of choice is often nothing more than an illusion.

A recent report from the National Bureau of Economic Research (NBER) concludes that the dramatic decrease in fertility rates over the past fifteen years in the United States is a matter of choice – or as the authors write, a matter of shifting priorities.

That more Americans prefer to have children later in life or to prioritize other aspects of their life, such as their career, instead of rearing children at ages comparable to previous generations.

But choice is a matter of perspective, and the authors fail to understand the complex impact of societal changes that may force many to defer childbirth.

The authors examine the role of choice relative to societal and economic constraints over time, noting the declining fertility rate to correspond mostly with changing expectations of parenting in younger Americans. They find the shift to reflect broad societal changes that are difficult to measure, and they oddly refrain from discussing whether declining fertility rates are good or bad.

One on hand, they state lower fertility rates will create additional burdens through social security and other age related welfare programs. But then they presume that lower fertility rates lead to greater economic empowerment among women – creating a specious inverse correlation between fertility and women’s rights.

But fertility does not vary inversely with women’s rights, and to correlate the two imposes limitations on society’s views of women.

Some women may want to raise children, and some may not. Some women may want to prioritize their career, and some may be able to have children while doing so but some may not. The notion of choice is flawed because the correlation between choice and economic empowerment is convoluted at best.

Economic reports that attempt to integrate subjective perceptions with economic projections often fail to identify any meaningful conclusion because perceptions are not mutually exclusive from economic trends.

For example, while the authors analyzed multiple economic determinants as a function of changing fertility rates, many of these determinants were financial in nature. In one analysis, the authors found no correlation between student debt and fertility rates. But in another analysis, they found a strong correlation of increasing unemployment with decreasing fertility rates.

Both student debt and unemployment rates are financial pressures. And the authors characterize both as such. But they fail to explain why one form of financial pressure impacts fertility rates while the other does not. Nor do they correlate either in terms of choice or economic empowerment.

Conceivably, student debt would correlate with greater economic empowerment. Women must choose to go to college. Those who go to college are generally more intelligent and independent in their thinking.

Those who are unemployed are seen as less educated and – following the same trend of loose generalizations – less empowered.

If the authors conclude that women are more empowered and therefore choosing to have fewer children, then they base their conclusion less on data itself, and more on their perceptions of data.

The study found only three factors correlating with lower fertility rates – unemployment rate, maximum welfare benefits, and the option to pursue a Medicaid family planning expansion waiver. But none of the three could explain the full extent of the decreasing rate.

So the authors attribute the discrepancy to choice – postulating that since no tangible economic metric can explain the full rate of decline, personal choice must be the determining factor.

This type of analysis is both lazy and dangerous, leading to broad generalizations that do not reflect the actual impact of societal changes on fertility rates.

The main conclusion we should draw from this report is that there is no obvious conclusion. There is no definitive perception or economic factor examined in the report that accounts for declining fertility rates.

The issue is more complicated than our current understanding.

The authors should have concluded the trends in fertility rates are more complex than the study design allows for, instead of drawing convenient conclusions out of poorly correlating data.

But that would have required the authors admitting to a faulty study design.

That is a choice the authors did not make.

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

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

    The Quiet Revolution in the Exam Room: AI Tools That Change Work, Not Headlines

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

    0 shares
    Share 0 Tweet 0
  • Semaglutide: Keeps Getting Better

    1 shares
    Share 0 Tweet 0
  • Interoperability Is No Longer a Technical Debate. It Is a Power Debate.

    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

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