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Clinical decision rule for primary care patient with acute low back pain at risk of developing chronic pain
- Source :
- The spine journal : official journal of the North American Spine Society, vol 15, iss 7, Spine Journal, vol 15, iss 7, Mehling, WE; Ebell, MH; Avins, AL; & Hecht, FM. (2015). Clinical decision rule for primary care patient with acute low back pain at risk of developing chronic pain. Spine Journal, 15(7), 1577-1586. doi: 10.1016/j.spinee.2015.03.003. UCSF: Retrieved from: http://www.escholarship.org/uc/item/94r6m6dk
- Publication Year :
- 2015
- Publisher :
- Elsevier BV, 2015.
-
Abstract
- © 2015 Elsevier Inc. All rights reserved. Background context Primary care clinicians need to identify candidates for early interventions to prevent patients with acute pain from developing chronic pain. Purpose We conducted a 2-year prospective cohort study of risk factors for the progression to chronic pain and developed and internally validated a clinical decision rule (CDR) that stratifies patients into low-, medium-, and high-risk groups for chronic pain. Study design/Setting This is a prospective cohort study in primary care. Patient sample Patients with acute low back pain (LBP, ≤30 days duration) were included. Outcome measures Outcome measures were self-reported perceived nonrecovery and chronic pain. Methods Patients were surveyed at baseline, 6 months, and 2 years. We conducted bivariate and multivariate regression analyses of demographic, clinical, and psychosocial variables for chronic pain outcomes, developed a CDR, and assessed its performance by calculating the bootstrapped areas under the receiver-operating characteristic curve (AUC) and likelihood ratios. Results Six hundred five patients enrolled: 13% had chronic pain at 6 months and 19% at 2 years. An eight-item CDR was most parsimonious for classifying patients into three risk levels. Bootstrapped AUC was 0.76 (0.70-0.82) for the 6-month CDR. Each 10-point score increase (60-point range) was associated with an odds ratio of 11.1 (10.8-11.4) for developing chronic pain. Using a less than 5% probability of chronic pain as the cutoff for low risk and a greater than 40% probability for high risk, likelihood ratios were 0.26 (0.14-0.48) and 4.4 (3.0-6.3) for these groups, respectively. Conclusions A CDR was developed that may help primary care clinicians classify patients with strictly defined acute LBP into low-, moderate-, and high-risk groups for developing chronic pain and performed acceptably in 1,000 bootstrapped replications. Validation in a separate sample is needed.
- Subjects :
- Male
Decision Support Systems
Chronic pain
clinical decision rule
7.1 Individual care needs
Risk Factors
Medicine
Orthopedics and Sports Medicine
Prospective Studies
Young adult
Prospective cohort study
Pain Measurement
Pain Research
acute pain
Middle Aged
Acute Pain
Low back pain
Mental Health
Disease Progression
Female
Patient Safety
Chronic Pain
medicine.symptom
Risk assessment
Psychosocial
Adult
medicine.medical_specialty
Adolescent
Clinical Sciences
Clinical Decision-Making
Context (language use)
Risk Assessment
Article
7.3 Management and decision making
Clinical
primary care
Young Adult
Clinical Research
Internal medicine
Humans
Aged
Primary Health Care
business.industry
Prevention
Neurosciences
prediction
Odds ratio
Decision Support Systems, Clinical
medicine.disease
Good Health and Well Being
Orthopedics
Musculoskeletal
Physical therapy
Surgery
Management of diseases and conditions
Neurology (clinical)
business
Low Back Pain
Subjects
Details
- ISSN :
- 15299430
- Volume :
- 15
- Database :
- OpenAIRE
- Journal :
- The Spine Journal
- Accession number :
- edsair.doi.dedup.....94c8db1faf95b0303b75e03e3f66ec0a
- Full Text :
- https://doi.org/10.1016/j.spinee.2015.03.003