Prevalence and correlates of “undiagnosed pain”: evidence from the US national Medical Expenditure Panel Survey

There are no nationally representative studies examining both the frequency and correlates of "undiagnosed pain"-pain without a formal diagnosis. To identify the magnitude of this healthcare gap, we performed cross-sectional secondary analyses of the Medical Expenditure Panel Survey (MEPS), 2016-2019 data. The primary study outcome is "being undiagnosed": the absence of diagnoses for pain-related conditions among participants reporting pain-related interference (PRI). Pain-related interference was established using the SF36 pain question embedded in MEPS, with 10,954 individuals reporting any PRI within 4 weeks of the interview and 4,902 individuals reporting at least moderate PRI. Participants with PRI were assigned as "being undiagnosed" if the following conditions were met: (1) the participant did not have medical records for any pain-related conditions in both the previous and current year of the interview and (2) did not report having any pain-related priority conditions from a list provided during the MEPS interviews. Among those reporting any PRI, about 21.1 million people (9.3%; 95% confidence interval [CI], 8.6%-10.0%) were without diagnoses for either primary pain conditions identified using MEPS clinical classification codes or conditions where pain would be a secondary symptom (eg, hypertension and immunity disorders). From multivariable logistic regression modeling, we determined that younger and middle-aged adults, males, racial and ethnic minority groups, foreign-born populations, people without insurance, and people with better perceived health are more likely to have their pain undiagnosed. Our findings underscore the need for improved access to care and better patient-provider communications in those suffering from underdiagnosed pain.

Authors

Institutions

Publication Details

Journal
Pain
Published
2025-08-11
DOI
https://doi.org/10.1097/j.pain.0000000000003754
Primary Topic
Pain Management and Opioid Use
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Prevalence and correlates of “undiagnosed pain”: evidence from the US national Medical Expenditure Panel Survey

Richard L. Nahin, Feinuo Sun, Yulin Yang
Pain
Pain Management and Opioid Use
article

Prevalence and correlates of “undiagnosed pain”: evidence from the US national Medical Expenditure Panel Survey

Richard L. Nahin, Feinuo Sun, Yulin Yang
article en

Abstract

There are no nationally representative studies examining both the frequency and correlates of "undiagnosed pain"-pain without a formal diagnosis. To identify the magnitude of this healthcare gap, we performed cross-sectional secondary analyses of the Medical Expenditure Panel Survey (MEPS), 2016-2019 data. The primary study outcome is "being undiagnosed": the absence of diagnoses for pain-related conditions among participants reporting pain-related interference (PRI). Pain-related interference was established using the SF36 pain question embedded in MEPS, with 10,954 individuals reporting any PRI within 4 weeks of the interview and 4,902 individuals reporting at least moderate PRI. Participants with PRI were assigned as "being undiagnosed" if the following conditions were met: (1) the participant did not have medical records for any pain-related conditions in both the previous and current year of the interview and (2) did not report having any pain-related priority conditions from a list provided during the MEPS interviews. Among those reporting any PRI, about 21.1 million people (9.3%; 95% confidence interval [CI], 8.6%-10.0%) were without diagnoses for either primary pain conditions identified using MEPS clinical classification codes or conditions where pain would be a secondary symptom (eg, hypertension and immunity disorders). From multivariable logistic regression modeling, we determined that younger and middle-aged adults, males, racial and ethnic minority groups, foreign-born populations, people without insurance, and people with better perceived health are more likely to have their pain undiagnosed. Our findings underscore the need for improved access to care and better patient-provider communications in those suffering from underdiagnosed pain.

PainVol. 167(1)
National Institutes of Health (US), University of California, San Francisco (US), The University of Texas at Arlington (US), National Center for Complementary and Integrative Health (US)
Openalex Percentile: Top 66%
Pain Management and Opioid Use
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.