1999 Young Investigator Research Award Winner
- 1 January 2000
- journal article
- Published by Wolters Kluwer Health in Spine
- Vol. 25 (2) , 147
- https://doi.org/10.1097/00007632-200001150-00003
Abstract
Prospective inception cohort study. To develop a prognostic model that predicts time receiving workers’ compensation benefits for low back pain claimants. As the cost and difficulty of managing low back pain escalate, any predictor of outcome is advantageous. To obtain the outcome and predictor variables, patient data from two separate databases were linked: a clinical database and an administrative (Ontario workers’ compensation) database. Claimants injured between January 1 and December 31, 1994, were included and observed for 1 year from the date of accident. The outcome variable was cumulative number of calendar days receiving benefits. Multivariable Cox proportional hazards regression (forward stepwise) showed eight significant predictors; five were associated with increased time receiving benefits compared with their reference groups: 1) working in the construction industry, 2) older age, 3) lag time from injury to treatment, 4) pain referred into the leg, and 5) three or more positive Waddell nonorganic signs. Three predictors were associated with reduced time receiving benefits: 1) higher values of questionnaire score, 2) intermittent pain, and 3) a previous episode of back pain. A predictive score was calculated to categorize claimants as at high or low risk for chronicity. When an arbitrary cutoff point was set at the 75th percentile of predictive score, negative predictive value was 94%. This research identified eight factors for time receiving workers’ compensation benefits among claimants with low back pain. This model discriminates between high- and low-risk claimants. Few low-risk claimants continued to receive benefits for more than 3 months.Keywords
This publication has 41 references indexed in Scilit:
- Back Injury and Work LossSpine, 1997
- Predicting long-term functional limitations among back pain patients in primary care settingsJournal of Clinical Epidemiology, 1997
- Disability Resulting From Occupational Low Back PainSpine, 1996
- Predicting Poor Outcomes for Back Pain Seen in Primary Care Using Patientsʼ Own CriteriaSpine, 1996
- The error of using returns-to-work to measure the outcomes of health careAmerican Journal of Industrial Medicine, 1996
- Psychosocial Predictors of Outcome in Acute and Subchronic Low Back TroubleSpine, 1995
- The probability of recovery and return to work from work disability as a function of timeQuality of Life Research, 1994
- Clinical course and prognostic factors in acute low back pain: an inception cohort study in primary care practiceBMJ, 1994
- Factors influencing the duration of work-related disability: a population-based study of Washington State workers' compensation.American Journal of Public Health, 1994
- Comparison of analytic models for estimating the effect of clinical factors on the cost of coronary artery bypass graft surgeryJournal of Clinical Epidemiology, 1993