Evidence map›Paper›PMID 38899539›Full record

ArticleAmerican journal of industrial medicine2025

Nonpharmacological pain management approaches among U.S. construction workers: A cross-sectional pilot study.

Aurora B Le, Abas Shkembi, G Scott Earnest, Elizabeth Garza, Douglas Trout, Sang D Choi

Abstract read
In one paragraph

Article in American journal of industrial medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Aurora B LeDepartment of Health Behavior, School of Public Health, Texas A&M University, College Station, Texas, USA.
Abas ShkembiDepartment of Environmental Health Sciences, School of Public Heath, University of Michigan, Ann Arbor, Michigan, USA.ORCID 0000-0002-5398-861X
G Scott EarnestOffice of the Director, National Institute for Occupational Safety and Health, Washington, District of Columbia, USA.
Elizabeth GarzaOffice of the Director, National Institute for Occupational Safety and Health, Washington, District of Columbia, USA.
Douglas TroutOffice of the Director, National Institute for Occupational Safety and Health, Washington, District of Columbia, USA.
Sang D ChoiDepartment of Global and Community Health, College of Public Health, George Mason University, Fairfax, Virginia, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundU.S. construction workers experience high rates of injury that can lead to chronic pain. This pilot study examined nonpharmacological (without medication prescribed by healthcare provider) and pharmacological (e.g., prescription opioids) pain management approaches used by construction workers.

methodsA convenience sample of U.S. construction workers was surveyed, in partnership with the U.S. National Institute for Occupational Safety and Health (NIOSH) Construction Sector Program. Differences in familiarity and use of nonpharmacological and pharmacological pain management approaches, by demographics, were assessed using logistic regression models. A boosted regression tree model examined the most influential factors related to pharmacological pain management use, and potential reductions in use were counterfactually modeled.

resultsOf 166 (85%) of 195 participants reporting pain/discomfort in the last year, 72% reported using pharmacological pain management approaches, including 19% using opioids. There were significant differences in familiarity with nonpharmacological approaches by gender, education, work experience, and job title. Among 37 factors that predicted using pharmacological and non-pharmacological pain management approaches, training on the risks of opioids, job benefits for unpaid leave and paid disability, and familiarity with music therapy, meditation or mindful breathing, and body scans were among the most important predictors of potentially reducing use of pharmacological approaches. Providing these nonpharmacological approaches to workers could result in an estimated 23% (95% CI: 16%-30%) reduction in pharmacological pain management approaches.

conclusionThis pilot study suggests specific factors related to training, job benefits, and worker familiarity with nonpharmacological pain management approaches influence use of these approaches.

Indexed as

Chronic PainConstruction IndustryOccupational DiseasesPain ManagementAdultAnalgesics, OpioidCross-Sectional StudiesFemaleHumansLogistic ModelsMaleMiddle AgedPilot ProjectsSurveys and QuestionnairesUnited StatesAnalgesics, Opioidboosted regression treeconstructionnonpharmacological pain managementopioidsworkers

Identifiers

PMID38899539
PMCPMC11869802

What OpenQuestion holds

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LicenceCC BY
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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.