Evidence map›Paper›PMID 40036573›Full record

ArticlePain medicine (Malden, Mass.)2025

Longitudinal patterns of opioid dispensing dosages for compensated Australian workers with low back pain: a 3.5-year follow-up study.

Xinyi Ren, Ting Xia, Stephanie Mathieson, Christina Abdel Shaheed, Suzanne Nielsen, Alex Collie, Michael F Di Donato

Abstract read
In one paragraph

Article in Pain medicine (Malden, Mass.), 2025. 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.

Xinyi RenMonash Addiction Research Centre, Eastern Clinical School, Monash University, Melbourne, VIC 3199, Australia.ORCID 0009-0004-3611-7929
Ting XiaMonash Addiction Research Centre, Eastern Clinical School, Monash University, Melbourne, VIC 3199, Australia.ORCID 0000-0001-5033-6248
Stephanie MathiesonFaculty of Medicine and Health, Sydney Musculoskeletal Health, The University of Sydney, Sydney, NSW 3150, Australia.ORCID 0000-0002-7335-8842
Christina Abdel ShaheedFaculty of Medicine and Health, School of Public Health, The University of Sydney, Sydney, NSW 3150, Australia.ORCID 0000-0003-1258-5125
Suzanne NielsenMonash Addiction Research Centre, Eastern Clinical School, Monash University, Melbourne, VIC 3199, Australia.ORCID 0000-0001-5341-1055
Alex CollieHealthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0003-2617-9339
Michael F Di DonatoHealthy Working Lives Research Group, School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC 3004, Australia.ORCID 0000-0002-6531-5949

Funding

Australian Research Council Future FT19010218Centre for Research Excellence on Low Back Pain APP1171459Monash Addiction Research CentreNational Health and Medical Research Council APP1171459New South Wales State Insurance Regulatory AuthorityNHMRC GNT2025894Post-Doctoral Seeding
6 · The paper itself

Abstract

objectiveTo identify longitudinal patterns in opioid dispensing dosages for workers with low back pain within a workers' compensation setting and to explore the risk factors associated with high-dose and persistent opioid use.

methodWe included workers with accepted claims for low back pain received by insurers between January 1, 2010, and June 30, 2016, with a follow-up period of 3.5 years (data censoring on December 31, 2020) across Victoria. Trajectory modeling was used to identify different opioid dispensing patterns. Logistic regressions were utilized to compare the workers' characteristics across different opioid dispensing pattern groups.

resultsAmong 14 703 accepted claims, 33.1% reported receiving opioid medications as part of their claims. Six opioid dispensing patterns were identified. Individuals in the highest socioeconomic status (SES) quintile were less likely to rapidly escalate to dispensing high-dose opioids (odds ratio [OR]: 0.58, 99% CI 0.34, 0.99) compared to other quintiles. Workers dispensed gabapentinoids and antidepressants showed an increased risk of long-term high-dose opioid use (OR: 7.96, 99% CI 5.42, 11.69; OR: 21.75, 99% CI 14.30, 33.08) relative to workers with a single opioid dispensing. Those who had surgery were also more likely to use long-term high-dose opioids compared to a non-surgery group.

conclusionLower SES, having gabapentinoids or antidepressants prescriptions or having had surgery are all associated with persistent opioid use among workers with LBP. These demographic and clinical risk factors for developing persistent opioid use could help identify individuals who would benefit from early intervention, reducing the likelihood of opioid dependence for pain management and minimizing the risk of harm.

Indexed as

Analgesics, OpioidLow Back PainPractice Patterns, Physicians'Workers' CompensationAdultAustraliaDrug PrescriptionsFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleMiddle AgedRisk FactorsVictoriaAnalgesics, Opioidcompensation injurylow back painopioidstrajectory modellingwork-related injury and illness

Identifiers

PMID40036573
PMCPMC12230403

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.