Evidence map›Paper›PMID 41217245›Full record

Observational studyMilitary medicine2026

Opioid Craving in Chronic Pain Management: A Structural Equation Model of Veterans in Pain Rehabilitation.

Irina A Strigo, Tiffany Toor, Andrea D Spadoni, Sarah Palyo, Sara Librodo, Alan N Simmons

Abstract readObservational Study
In one paragraph

Observational study in Military medicine, 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

6 authors.

Irina A StrigoEmotion and Pain Laboratory, San Francisco Veterans Affairs Health Care Center, San Francisco, CA 94121, United States.ORCID 0000-0002-8799-716X
Tiffany ToorEmotion and Pain Laboratory, San Francisco Veterans Affairs Health Care Center, San Francisco, CA 94121, United States.
Andrea D SpadoniCenter of Excellence in Stress and Mental Health, San Diego Veterans Affairs Health Care Center, San Diego, CA 92161, United States.
Sarah PalyoDepartment of Psychiatry, University of California San Francisco, San Francisco, CA 94143, United States.
Sara LibrodoDepartment of Psychiatry, University of California San Francisco, San Francisco, CA 94143, United States.
Alan N SimmonsCenter of Excellence in Stress and Mental Health, San Diego Veterans Affairs Health Care Center, San Diego, CA 92161, United States.

Funding

UCSF Core Center for Patient-centric Mechanistic Phenotyping in Chronic Low Back PainU19AR076737 · NIAMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LOTZ, JEFFREY C. · 2019 to 2023
$34.1M
CSRD VA I01 CX000816CSRD VA I01 CX001652CSRD VA I01 CX002397CSRD VA IK6 CX002926NIAMS NIH HHS U19 AR076737NIAMS NIH HHS U19AR076737NIHNIH HHSPainless Research FoundationPainless Research Foundation. Dr Strigo is a recipient of a Research Career Scientist Award IK6CX002926Research Career Scientist IK6CX002926VAVA I01-CX-000816VA I01-CX-001652VA I01-CX-002397
6 · The paper itself

Abstract

introductionCraving is a significant factor in the use and misuse of various substances, but its relevance to prescription opioids in individuals with chronic pain remains unclear. The opioid epidemic has dramatically changed prescription guidelines, highlighting the importance of understanding factors affecting opioid use. Despite this critical need, there is a notable scarcity of empirical data on opioid craving in chronic pain populations, with most existing research focused on individuals with substance use disorders. Our study addresses this significant knowledge gap by providing rare prospective data on craving in patients using prescription opioids for pain management. We hypothesized that pre-treatment opioid craving would predict changes in opioid use during treatment. In this observational study (N = 104), we aim to expand on previous research by examining the relationship between opioid craving and opioid tapering among veterans with chronic pain undergoing intensive pain rehabilitation treatment. MATERIALS AND

methodsWe employed structural equation modeling (SEM), with the change in opioid dose (Morphine Equivalent Daily Dose) during treatment as the dependent variable. The predictor variables included pre-treatment subjective opioid craving (both as observed and latent variable), pre-treatment pain catastrophizing, depression, pain intensity, and baseline opioid intake, as well as treatment goal and satisfaction.

resultsContrary to our hypothesis, we found no significant relationship between pre-treatment self-reported opioid craving and post-treatment changes in prescription opioid use. SEM revealed several other significant relationships. Pre-treatment opioid intake dose and treatment satisfaction both showed significant associations with reduction in prescription opioids following treatment, with higher treatment satisfaction associated with greater dose reduction. Additionally, we observed a significant positive relationship between pre-treatment depression and opioid craving.

conclusionsOur results, drawn from one of the few existing datasets examining opioid craving in chronic pain patients without substance use disorder, suggest that the use of prescription opioids for chronic pain management differs from other forms of substance use or misuse in that craving does not appear to predict continued use. Although our study has limitations, including the single-timepoint measurement of craving, the uniqueness of our dataset provides valuable preliminary evidence that challenges assumptions about craving derived from substance use disorder populations. This distinction may reflect fundamental differences between patients using opioids for pain management without substance use disorder vs. those with diagnosed SUD (substance use disorder). Further research with multiple craving assessments is needed, but our findings represent an important step toward understanding the complex relationship between craving and opioid use in this understudied population.

Indexed as

Analgesics, OpioidChronic PainCravingPain ManagementVeteransAdultAgedFemaleHumansLatent Class AnalysisMaleMiddle AgedOpioid-Related DisordersProspective StudiesSurveys and QuestionnairesAnalgesics, Opioid

Identifiers

PMID41217245
PMCPMC13143297

What OpenQuestion holds

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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 OpenQuestion graph.