Evidence map›Paper›PMID 31201989›Full record

ArticleThe journal of pain

Predicting Opioid Use, Increased Health Care Utilization and High Costs for Musculoskeletal Pain: What Factors Mediate Pain Intensity and Disability?

Trevor A Lentz, Daniel I Rhon, Steven Z George

Registry-linked trialOpen access · greenAbstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.7field-weighted citation impact, top 11% of its field
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.

NCT06525701 nacompletednot on this map

Surgeon Core-strengthening Program as a Modifier for Exertion Associated With Vaginal Surgery: the SCORE Randomized Controlled Trial

TypeinterventionalSponsorLoyola UniversityRan2024 to 2025Enrolled18ConditionsMusculoskeletal Pain, Musculoskeletal InjuryArmsExecise Group, Control Group
3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 25 citations in OpenAlex.

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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

3 authors at 3 institutions in 1 country.

Trevor A LentzDepartment of Orthopaedic Surgery Duke University, Duke Clinical Research Institute, Duke University, Durham, North Carolina. Electronic address: Trevor.lentz@duke.edu.
Daniel I RhonDepartment of Orthopaedic Surgery Duke University, Duke Clinical Research Institute, Duke University, Durham, North Carolina; Brooke Army Medical Center, San Antonio, Texas; Physical Performance Service Line, G3/5/7, Army Office of the Surgeon General, Falls Church, Virginia.
Steven Z GeorgeDepartment of Orthopaedic Surgery Duke University, Duke Clinical Research Institute, Duke University, Durham, North Carolina; Department of Orthopeadic Surgery, Duke University, Durham, North Carolina.
Clinical Research Institute · USDuke University · USSan Antonio Military Medical Center · US

Funding

Pain Management Collaboratory Coordinating Center (PMC3)U24AT009769 · NCCIH · YALE UNIVERSITY · PI WILLIAM C BECKER, Alicia Heapy · 2017 to 2026
$16.4M
AIM BACK UH3 TransitionUH3AT009790 · NCCIH · DUKE UNIVERSITY · PI GEORGE, STEVEN Z, HASTINGS, SUSAN NICOLE · 2020 to 2023
$6.4M
Improving Veteran Access To Integrated Management of Chronic Back PainUG3AT009790 · NCCIH · DUKE UNIVERSITY · PI GEORGE, STEVEN Z, HASTINGS, SUSAN NICOLE · 2017 to 2019
$1.9M
SMART Stepped Care Management for Low Back Pain in Military Health SystemUG3AT009763 · NCCIH · UNIVERSITY OF UTAH · PI FRITZ, JULIE M, RHON, DAN · 2017 to 2018
$1.3M
NCCIH NIH HHS U24 AT009769NCCIH NIH HHS UG3 AT009763NCCIH NIH HHS UG3 AT009790NCCIH NIH HHS UH3 AT009790
6 · The paper itself

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.

Indexed as

Analgesics, OpioidCatastrophizationFacilities and Services UtilizationHealth Care CostsMusculoskeletal PainOutcome Assessment, Health CarePersons with DisabilitiesSeverity of Illness IndexAdultFemaleHospitals, MilitaryHumansMaleMiddle AgedMilitary PersonnelUnited StatesAnalgesics, OpioidmediationoutcomespsychologicalrehabilitationValue-based care

Identifiers

PMID31201989
PMCPMC6908782
OpenAlexW2951261468

What OpenQuestion holds

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Read underepoch 390

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.