EHR Research Found Reliable in Dermatology Study

New findings show electronic health record data often mirrors established clinical research outcomes.

Updated on Sept. 21, 2026 in Cancer

Isometric editorial illustration of two glass medical vials containing aligned geometric shapes, representing the validation of clinical research data. — A study published in the Journal of the American Academy of Dermatology found that electronic health record research mirrors established clinical evidence in over 80% of cases. AI Illustration. Upload story photo >

Live Poll

Do you trust medical research findings derived from electronic health records to guide your healthcare decisions?

A recent study published in the Journal of the American Academy of Dermatology found that research derived from electronic health records (EHR) aligns with established clinical evidence 80.3% of the time. The analysis examined 34 research papers to compare EHR conclusions with existing meta-analyses and trials.

Why it matters

Researchers conducted this analysis to determine if EHR-based studies can reliably reach the same conclusions as more rigorous scientific evidence. This validation helps clarify the utility of large-scale digital health data in clinical practice.

Researchers evaluated 144 clinical outcomes using data primarily sourced from TriNetX at 85.3% and Epic Cosmos at 11.8%. Interrater agreement reached a perfect Cohen score of 1, with 100% concordance observed for randomized clinical trials and prospective cohorts.

The players

University of Florida College of Medicine

This medical school served as the research institution for the study.

Journal of the American Academy of Dermatology

This is the peer-reviewed medical publication where the research findings were released.

TriNetX

This health research network provided the majority of the electronic health record data used in the study.

Epic Cosmos

This is a collaborative electronic health record network that supplied a portion of the study data.

All of Us Research Program

This national research initiative provided a segment of the electronic health record data for the analysis.

The details

The study from the University of Florida College of Medicine matched directional conclusions regarding clinical benefits, harms, and equivocal results. By consolidating findings into 66 unique clinical questions, the researchers identified where EHR data effectively mirrors gold-standard trial outcomes.

September 21, 2026: The study was officially published.

The Big Picture

This study validates the quality of data provided by platforms like the All of Us Research Program by comparing them against established clinical trial benchmarks. It establishes a framework for integrating real-world digital data into standard dermatological evidence.

For patients, this means that medical conclusions derived from massive digital databases are increasingly reliable and align with traditional clinical testing. This consistency supports more data-driven treatment options and faster validation of new clinical approaches.

The takeaway

Large-scale health data is becoming a reliable partner to traditional clinical trials in dermatology. Readers can be more confident that health insights from electronic record studies represent accurate, verifiable medical trends.