Evidence map›Paper›PMID 42835161›Full record

ArticleFrontiers in public health2026

The expectations we build: reframing chronic pain outcomes as a systems level public health issue.

LaDarius Woods

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

1 author.

LaDarius WoodsDepartment of Physical Therapy, School of Health Professions, University of Alabama at Birmingham, Birmingham, AL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic pain is a public health issue that affects a substantial proportion of adults and limits life, work, and social participation. Although pain is understood as a multidimensional experience shaped by biological, psychological, social, and contextual factors, chronic pain care is often organized around the expectation that pain can be identified, treated, and resolved through targeted clinical intervention. This perspective argues that chronic pain outcomes are often misattributed to individual factors such as adherence, motivation, or resilience, when they may also reflect expectations generated by healthcare systems, health professions education, payment structures, and broader societal messaging. These systems can reinforce expectations of fixability, rapid resolution, and passive care, making it harder to support recovery, resilience, and sustained engagement. When those expectations are not met, individuals with chronic pain may be labeled as noncompliant, resistant, or insufficiently resilient, shifting attention away from the structures that shaped both the expectations and the outcomes. This mismatch is particularly consequential for underserved populations, who may experience higher pain burden, reduced access to comprehensive care, and greater structural barriers to sustained engagement. Reframing chronic pain as a systems level public health issue highlights the need to align clinical care, public education, professional training, and prevention oriented policies with the complex realities of chronic pain. Improving chronic pain outcomes requires systems that create realistic expectations, support resilience and recovery, and reduce the misattribution of system shaped outcomes to individual failure.

Indexed as

Chronic PainPublic HealthHumanschronic painhealth equityhealth professions educationpain literacypublic healthsystems level care

Identifiers

PMID42835161
PMCPMC13635357

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.