ArticleThe journal of pain
Predicting Opioid Use, Increased Health Care Utilization and High Costs for Musculoskeletal Pain: What Factors Mediate Pain Intensity and Disability?
Article in The journal of pain. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06525701 (Surgeon Core-strengthening Program as a Modifier for Exertion Associated With Vaginal Surgery), which is not on this map. Cited by 9 papers.
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.
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.
Surgeon Core-strengthening Program as a Modifier for Exertion Associated With Vaginal Surgery: the SCORE Randomized Controlled Trial
Who cites it
9 citing papers in PubMed, 25 citations in OpenAlex.
- Trial
- The influence of a MOBile-based video Instruction for Low back pain (MOBIL) on initial care decisions made by primary care providers: a randomized controlled trial.BMC family practice · 2021Trial
- How Much Chronic Disease Out-of-Pocket Expenditure Runs Through Pain? A Prospective Counterfactual Decomposition of Five-Year Korean Panel Data.Medicina (Kaunas, Lithuania) · 2026Article
- Body Perception Disturbances in Chronic Limb Pain: Exploring Different Assessment Tools and Their Associations with Upper- and Lower-Limb Disability in a Cross-Sectional Study.Journal of clinical medicine · 2026Article
- Effects of biopsychosocial complexity and pain-related factors on opioid prescription in patients with chronic musculoskeletal pain.Pain reports · 2025Article
- Improving Anxiety Related to Chronic Pain Through a Sleep Circadian Intervention Program: A Pilot Study.Behavioral sciences (Basel, Switzerland) · 2025Article
- Specific and shared mechanisms associated with treatment for chronic neck pain: study protocol for the SS-MECH trial.The Journal of manual & manipulative therapy · 2024Article
- User Engagement and Clinical Impact of the Manage My Pain App in Patients With Chronic Pain: A Real-World, Multi-site Trial.JMIR mHealth and uHealth · 2021Article
- Pain-related disability and opioid use in a sample of young adults with current pain: The explanatory role of distress tolerance.Journal of American college health : J of ACHArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 1 country.
Funding
Abstract
This study determined the predictive capabilities of pain intensity and disability on health care utilization (number of condition-specific health care visits, incident, and chronic opioid use) and costs (total condition-specific and overall medical costs) in the year following an initial evaluation for musculoskeletal pain. We explored pain catastrophizing and spatial distribution of symptoms (ie, body diagram symptom score) as mediators of these relationships. Two hundred eighty-three military service members receiving initial care for a musculoskeletal injury completed a region-specific disability measure, numeric pain rating scale, Pain Catastrophizing Scale, and body pain diagram. Pain intensity predicted all outcomes, while disability predicted incident opioid use only. No mediation effects were observed for either opioid use outcome, while pain catastrophizing partially mediated the relationship between pain intensity and number of health care visits. Pain catastrophizing and spatial distribution of symptoms fully mediated the relationship between pain intensity and both cost outcomes. The mediation effects of pain catastrophizing and spatial distribution of symptoms are outcome specific, and more consistently observed for cost outcomes. Higher pain intensity may drive more condition-specific health care utilization and use of opioids, while higher catastrophizing and larger spatial distribution of symptoms may drive higher costs for services received. PERSPECTIVE: This article examines underlying characteristics that help explain relationships between pain intensity and disability, and the outcomes of health care utilization and costs. Health care systems can use these findings to refine value-based prediction models by considering factors that differentially influence outcomes for health care use and cost of services.
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Identifiers
What OpenQuestion holds
Registered trials
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.