Evidence map›Paper›PMID 42602492›Full record

ArticleFrontiers in public health2026

Pain characteristics and incident frailty in community-dwelling older adults: dose-response relationships and sex differences in a longitudinal study on aging in Taiwan.

Hsiao-Chen Lin, Te-Chia Tseng, En-Chieh Yang, Chih-Jung Yeh, Meng-Chih Lee

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Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Hsiao-Chen LinDepartment of Public Health, College of Health Care and Management, Chung Shan Medical University, Taichung, Taiwan.
Te-Chia TsengDepartment of Medical Education, Taichung Veterans General Hospital, Taichung, Taiwan.
En-Chieh YangDepartment of Public Health, College of Health Care and Management, Chung Shan Medical University, Taichung, Taiwan.
Chih-Jung YehDepartment of Public Health, College of Health Care and Management, Chung Shan Medical University, Taichung, Taiwan.
Meng-Chih LeeDepartment of Family Medicine, Taichung Hospital, Ministry of Health and Welfare, Taichung, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Frailty, a geriatric syndrome characterized by vulnerability to adverse health outcomes, has become increasingly prevalent with global population aging. Research suggests that pain can predict frailty. However, current evidence is limited by factors such as cross-sectional research designs and specific study populations. In this study, we investigated the associations between pain characteristics (e.g., pain intensity; pain-related interferences in normal work, mood, and sleep; and pain duration) and incident frailty in participants from the Taiwan Longitudinal Study on Aging (TLSA). Methods: This study included community-dwelling individuals aged 50 and older ( Results: Pain characteristics exhibited clear dose-response relationships with incident frailty. Higher pain intensity, greater pain-related interferences in normal work, sleep, and mood; and longer pain duration corresponded to a higher risk of frailty. Pain lasting >6 months and causing moderate to severe interference in normal work increased frailty risk after full adjustment [odds ratio (OR): 1.89 vs. 1.56, Conclusion: This study revealed robust dose-response relationships between pain characteristics and incident frailty. Chronic pain and pain-related interference in normal work emerged as strongest predictors of frailty. Significant sex differences were observed. Our findings underscore the importance of comprehensive pain assessment and early intervention in supporting patients at a high risk of frailty.

Indexed as

Frail ElderlyFrailtyIndependent LivingPainAgedAged, 80 and overAgingCross-Sectional StudiesFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedSex FactorsTaiwanagecomorbiditiesfrailtylongitudinal studypainprefrailtysex

Identifiers

PMID42602492
PMCPMC13475014

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.