Evidence map›Paper›PMID 41785541›Full record

Observational studyInjury2026

Characteristics of pain, psychological burden, substance use, and stigma after traumatic orthopedic injury.

Danielle Cummings, Jeremiah Langsfeld, William Curtis, Chris Shultz, Matthew Wharton, Cassandra L Boness, Eric S Kruger

Abstract readObservational Study
In one paragraph

Observational study in Injury, 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

7 authors.

Danielle CummingsThe University of New Mexico Health Sciences Center, Department of Orthopaedics and Rehabilitation, United States of America.
Jeremiah LangsfeldThe University of New Mexico Health Sciences Center, Department of Orthopaedics and Rehabilitation, United States of America.
William CurtisThe University of New Mexico Health Sciences Center, Department of Orthopaedics and Rehabilitation, United States of America; Columbia University, Department of Orthopedics, United States of America.
Chris ShultzThe University of New Mexico Health Sciences Center, Department of Orthopaedics and Rehabilitation, United States of America.
Matthew WhartonThe University of New Mexico Health Sciences Center, Department of Orthopaedics and Rehabilitation, United States of America.
Cassandra L BonessThe University of New Mexico, Department of Psychology, United States of America; The University of New Mexico, Center on Alcohol, Substance use, And Addictions, United States of America.
Eric S KrugerThe University of New Mexico Health Sciences Center, Division of Physical Therapy, United States of America. Electronic address: ekruger@salud.unm.edu.

Funding

Southwest Center for Advancing Clinical and Translational Innovation (SW CACTI)UM1TR005466 · NCATS · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI Nancy Pandhi, SALLY RADOVICK · 2025 to 2026
$11.1M
Integrative Treatment for Achieving Holistic Recovery from Comorbid Chronic Pain and Opioid Use DisorderRM1DA055301 · NIDA · UNIVERSITY OF NEW MEXICO · PI PEARSON, MATTHEW RYAN, WITKIEWITZ, KATIE A · 2021 to 2025
$10.5M
NCATS NIH HHS UM1 TR005466NIDA NIH HHS RM1 DA055301
6 · The paper itself

Abstract

backgroundThe period following orthopedic trauma is a critical window for developing psychological burden, prolonged opioid use, and opioid-related stigma. Stigma refers to shame or perceived judgment related to opioid use, which may impair postoperative pain management and patient-provider trust. Although stigma is increasingly recognized as a recovery barrier, its relationship to pain, psychological factors, and opioid use duration remains poorly understood.

objectiveTo characterize patterns of psychological factors, substance use, concerning opioid use (opioid misuse), and stigma by opioid use duration (0-29 days, 30 -59 days, and ≥ 60 days) during the three-month period following hospitalization for musculoskeletal trauma.

methodsIn this prospective observational cohort study, 170 adults hospitalized for orthopedic traumatic injuries were enrolled and followed for three months post-discharge. Clinical data were obtained from electronic health records and the state prescription drug monitoring program, and participants completed validated assessments of pain, psychological symptoms, opioid misuse, and stigma. Participants were categorized by opioid use duration into 0-29 days, 30-59 days, and ≥ 60 days.

resultsOf the 170 participants, 135 (79 %) completed follow-up. Longer opioid use duration was significantly associated with greater inpatient pain intensity, depression, anxiety, pain-related anxiety, and traumatic distress. These trends persisted at follow-up, where participants with longer use demonstrated higher pain intensity, greater opioid exposure, and worse psychological and functional outcomes. Indicators concerning opioid use (opioid misuse) were common; the most frequently endorsed behaviors included running out of medication early (33 %) and anxiety when medication ran out (36 %). Experiences of stigma were reported by 17 % of participants and increased to 52 % among those using opioids for ≥ 60 days (p < .001). Internalized stigma (31 %) and stigma-related behaviors, including taking less medication than needed (24 %), also increased with longer opioid use duration.

conclusionsProlonged opioid use after traumatic musculoskeletal injury was associated with greater pain, psychological burden, concerning opioid use, and experiences of stigma. Findings underscore the interrelated nature of pain, mental health, and stigma in post-injury recovery and highlight the need for integrated interventions targeting pain-related distress, effective coping, and stigma reduction to support safer opioid use and improved functional outcomes.

Indexed as

Analgesics, OpioidMusculoskeletal SystemOpioid-Related DisordersPostoperative PainSocial StigmaWounds and InjuriesAdultFemaleHumansMaleMiddle AgedPain ManagementPain MeasurementProspective StudiesAnalgesics, OpioidMusculoskeletal traumaOpioid misusePainPrescription opioidsPsychological distressRecovery trajectoriesStigma

Identifiers

PMID41785541
PMCPMC13123823

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

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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 Socratic graph.