ReviewPain reports
Framework for improving outcome prediction for acute to chronic low back pain transitions.
Review in Pain reports. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
What it found
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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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Is the combination of exercise therapy and health education more effective than usual medical care in the prevention of non-specific back pain? A systematic review with meta-analysis.Annals of medicine · 2022Pooled it
- Multidisciplinary integrative care versus chiropractic care for low back pain: a randomized clinical trial.Chiropractic & manual therapies · 2022Trial
- Predicting pain outcomes after digital care in chronic spinal pain: the roles of disability, work impairment, and occupation in a secondary analysis of a prospective clinical study.Pain medicine (Malden, Mass.) · 2026Observational
- Predicting the course of high-impact chronic pain using machine learning algorithms.The journal of pain · 2026Article
- Psychological mediators in chronic spinal pain after fully remote digital rehabilitation: a real-world, large-sample study.Physical therapy · 2026Article
- Article
- Are depression, anxiety, and fear-avoidance predictors of outcomes after digital care for chronic musculoskeletal pain?Pain reports · 2025Article
- MyBack - effectiveness and implementation of a behavior change informed exercise programme to prevent low back pain recurrences: a hybrid effectiveness-implementation randomized controlled study protocol.BMC musculoskeletal disorders · 2024Article
- Physical Therapists' Acceptance of a Wearable, Fabric-Based Sensor System (Motion Tape) for Use in Clinical Practice: Qualitative Focus Group Study.JMIR human factors · 2024Article
- Low Risk for Persistent Back Pain Disability Is Characterized by Lower Pain Sensitivity and Higher Physical Performance.Physical therapy · 2022Article
- Patients' use of physical therapy for lower back pain: A qualitative study.Musculoskeletal science & practice · 2021Article
- Distinguishing chronic low back pain in young adults with mild to moderate pain and disability using trunk compliance.Scientific reports · 2021Article
- Risk Factors Associated With Transition From Acute to Chronic Low Back Pain in US Patients Seeking Primary Care.JAMA network open · 2021Article
- Derivation of a Risk Assessment Tool for Prediction of Long-Term Pain Intensity Reduction After Physical Therapy.Journal of pain research · 2021Article
- Emerging Topics in the Behavioral Neuroscience of Tinnitus.Current topics in behavioral neurosciences · 2021Article
- Factors contributing to non-compliance with active physiotherapy guidelines among chronic low back pain patients in India.Archives of physiotherapyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Clinical practice guidelines and the Federal Pain Research Strategy (United States) have recently highlighted research priorities to lessen the public health impact of low back pain (LBP). It may be necessary to improve existing predictive approaches to meet these research priorities for the transition from acute to chronic LBP. In this article, we first present a mapping review of previous studies investigating this transition and, from the characterization of the mapping review, present a predictive framework that accounts for limitations in the identified studies. Potential advantages of implementing this predictive framework are further considered. These advantages include (1) leveraging routinely collected health care data to improve prediction of the development of chronic LBP and (2) facilitating use of advanced analytical approaches that may improve prediction accuracy. Furthermore, successful implementation of this predictive framework in the electronic health record would allow for widespread testing of accuracy resulting in validated clinical decision aids for predicting chronic LBP development.
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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.