Evidence map›Paper›PMID 42614348›Full record

ArticleFrontiers in public health2026

Chronic life stressors and pain incidence in adults 50 and older: a longitudinal analysis with implications for pain prevention and public health promotion.

Antoinette L Spector, Dina Flores, David Aaby, Patricia Coe

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

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

4 authors.

Antoinette L SpectorDepartment of Physical Therapy and Human Movement Science, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Dina FloresDepartment of Physical Therapy and Human Movement Science, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
David AabyDivision of Biostatistics, Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.
Patricia CoeNational University of Health Sciences, Lombard, IL, United States.

Funding

University of Michigan (UM) HEAL Initiative National K12 Clinical Pain Career Development Program (UM-HCPDP)K12NS130673 · NINDS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Daniel J Clauw, Steven Edward Harte · 2022 to 2026
$12.5M
NINDS NIH HHS K12 NS130673
6 · The paper itself

Abstract

Background: Chronic pain represents a pressing public health problem affecting more than one in five American adults. Yet, primary prevention efforts aimed at stopping pain before it begins remain substantially underutilized. Chronic life stressors (CLS)-including financial strain, personal health problems, and caregiving burdens-are upstream, modifiable psychosocial risk factors that may drive pain incidence in aging populations. Identifying and addressing these stressors at the population level offers a promising, non-pharmacological pathway for preventing new-onset pain. Methods: We used data from the 2018 and 2020 Health and Retirement Study (HRS), a nationally representative longitudinal study of U.S. adults aged 50 and older ( Results: In unadjusted models, moderate-to-severe self-health problems (OR = 2.13, 95% CI: 1.63-2.79, Conclusion: These findings provide longitudinal evidence that life stressors are upstream, modifiable determinants of new-onset pain among adults 50 and older, as well as viable targets for public health prevention programs. Population-level implementation of social needs screening, combined with clinical and community-based support, offers a proactive strategy to prevent the transition from no pain to chronic pain. These results support a paradigm shift from reactive pain management toward salutogenic, prevention-oriented public health approaches that promote healthy aging and reduce downstream pharmaceutical dependence.

Indexed as

Chronic PainHealth PromotionStress, PsychologicalAgedFemaleHumansIncidenceLongitudinal StudiesMaleMiddle AgedPublic HealthRisk FactorsUnited Statesagingbiopsychosocial modelchronic life stressorschronic painhealth promotionnon-pharmacological interventionspain preventionpopulation health

Identifiers

PMID42614348
PMCPMC13481437

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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.