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Lived Experience is Data

Data is never data alone. It exists through an interpretation

Daily Remedy by Daily Remedy
April 19, 2023
in Contrarian
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Lived Experience is Data

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Data is never data alone. It exists through an interpretation. The two are forever connected: data and its interpretation. We miss this when we’re arguing over the numbers, but what we interpret defines how we react to the data.

The opioid litigation settlements have garnered gargantuan amounts of funds for communities across the nation. But when spread out and averaged over time, the numbers thin out. Critical decisions about how to spend the money will determine how effective the settlement dollars prove to be. This requires, above all else, correctly interpreting the data.

We need the lived experiences of patients. Their interpretations make sense out of the data. Think of this way: numbers tell us about a specific event. But they never explain how multiple events relate. Those relationships come from lived experiences.

If we take two rural towns, both experiencing layoffs, and measure overdose rates, we’ll likely find similar metrics based on similar demographics. That only tells us the result of how the overdose crisis affected both towns. It doesn’t tell us how addictions are likely to form or what patterns of behavior are likely to lead someone down the path of addiction. Those are the lived experiences.

Lived experiences tell us the story. Data points tell us individual events. Those events are meaningless without the context of a narrative. In engineering parlance, we call this thinking in systems.

In systems, we focus on the interactions, the connections between events. That’s the actual story of addiction: a person’s relationship with his or her community. Each town has a different array of interactions that lead to distinct patterns of behavior. Within this complex framework, a patient with substance use dependency can turn into an addict. Just as well, an addict can turn into a patient with substance use dependency. There’s no data point that explains it all, because it can’t be explained through numbers.

We need stories. We need to hear from those most affected. Their stories aren’t just important to hear, they’re relevant for making critical decisions, such as deciding whether to invest in more freely available fentanyl strips or to offer more Narcan dispensaries. That decision, as nuanced as it may appear to be, will sway the scales toward fewer addictions. It may seem negligible. But that’s because you lack the lived experiences to see how impactful those subtleties can be.

Those who lived through the opioid crisis proudly carry their stories like scars of honor. Their lived experiences make them subject matter experts. In war, we heed the advice of soldiers because they lived through combat. Their experience becomes their expertise. That’s why we award medals for combat.

It’s time we give the same respect to those with lived experiences in the opioid crisis. Instead, we see these individuals written off as grief stricken or lacking the objective disposition necessary to inform policy decisions. That perspective misses the mark.

Nothing about addiction is objective. Even the clinical metrics we use to measure it are subjective. This is why we struggle to define, diagnose, and treat it. Addiction defies our innate tendency to objectify things in healthcare. Instead of acknowledging this, and looking at addiction through lived experiences, we look for something measurable, even if it’s a poor marker of addiction.

When it comes to money and metrics in the opioid epidemic, we need fewer numbers and more lived experiences. Remember, data is never data alone. It exists through an interpretation.

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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.

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Videos

Most employers are unknowingly steering their health plans toward higher costs and reduced control — until they understand how fiduciary missteps and anti-competitive contracts bleed their budgets dry. Katie Talento, a recognized health policy leader, reveals how shifting the network paradigm can save millions by emphasizing independent providers, direct contracting, and innovative tiering models.

Grounded in real-world case studies like Harris Rosen’s community-driven initiative, this episode dives deep into practical strategies to realign incentives—focusing on primary care, specialty care, and transparent vendor relationships. You'll discover how traditional carrier networks are often Trojan horses, locking employers into costly, opaque arrangements that undermine fiduciary duties. Katie breaks down simple yet powerful reforms: owning your data, eliminating conflicts of interest, and outlawing anti-competitive contract clauses.

We explore how a post-network framework—where patients are free to choose providers without restrictive network barriers—can massively reduce costs and improve health outcomes. You'll learn why independent, locally owned providers are vital to rebuilding trust, reducing unnecessary procedures, and reinvesting savings into the community. This conversation offers clarity on the unseen legal landmines employers face and actionable ways to craft health plans built on transparency, independence, and aligned incentives.

Perfect for HR pros, benefits advisors, physicians, and employer leaders committed to transforming healthcare from the ground up. If you’re tired of broken healthcare models draining your budget and frustrating your staff, this episode will empower you to take control by understanding and reshaping the very foundations of employer-sponsored health. Discover the blueprint for smarter, fairer, and more sustainable benefits.

Visit katytalento.com or allbetter.health to connect directly and explore how these innovations can work for your organization. Your path toward a healthier, more cost-effective future starts here.

Chapters

00:00 Introduction to Employer-Sponsored Health Plans
02:50 Understanding ERISA and Fiduciary Responsibilities
06:08 The Misalignment of Clinical and Financial Interests
08:54 Enforcement and Legal Implications for Employers
11:49 Redefining Networks: The Post-Network Framework
25:34 Navigating Healthcare Contracts and Cash Payments
27:31 Understanding Employer Health Plan Structures
28:04 The Role of Benefits Advisors in Health Plans
30:45 Governance and Data Ownership in Health Plans
37:05 Case Study: The Rosen Hotels' Health Model
41:33 Incentivizing Healthy Choices in Healthcare
47:22 Empowering Primary Care and Independent Providers
The Hidden Costs Employers Don’t See in Traditional Health Plans
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Policy Shift in Peptide Regulation

Clinical Reads

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

Glucagon-Like Peptide–Based Therapies and Longevity: Clinical Implications from Emerging Evidence

by Daily Remedy
March 1, 2026
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Glucagon-like peptide–based therapies are increasingly used for weight management and glycemic control, but their potential impact on long-term survival remains uncertain. The clinical question addressed in this report is whether treatment with glucagon-like peptide receptor agonists is associated with reductions in all-cause mortality and age-related morbidity beyond their established metabolic effects. This question matters because these agents are now prescribed across broad patient populations, including individuals without diabetes, and long-term exposure may influence cardiovascular, oncologic, and neurodegenerative outcomes. Understanding whether...

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