Skip to main content
Top
Published in: Journal of Occupational Rehabilitation 2/2015

Open Access 01-06-2015

Predicting Time on Prolonged Benefits for Injured Workers with Acute Back Pain

Authors: Ivan A. Steenstra, Jason W. Busse, David Tolusso, Arold Davilmar, Hyunmi Lee, Andrea D. Furlan, Ben Amick III, Sheilah Hogg-Johnson

Published in: Journal of Occupational Rehabilitation | Issue 2/2015

Login to get access

Abstract

Introduction Some workers with work-related compensated back pain (BP) experience a troubling course of disability. Factors associated with delayed recovery among workers with work-related compensated BP were explored. Methods This is a cohort study of workers with compensated BP in 2005 in Ontario, Canada. Follow up was 2 years. Data was collected from employers, employees and health-care providers by the Workplace Safety and Insurance Board (WSIB). Exclusion criteria were: (1) no-lost-time claims, (2) >30 days between injury and claim filing, (3) <4 weeks benefits duration, and (4) age >65 years. Using proportional hazard models, we examined the prognostic value of information collected in the first 4 weeks after injury. Outcome measures were time on benefits during the first episode and time until recurrence after the first episode. Results Of 6,657 workers, 1,442 were still on full benefits after 4 weeks. Our final model containing age, physical demands, opioid prescription, union membership, availability of a return-to-work program, employer doubt about work-relatedness of injury, worker’s recovery expectations, participation in a rehabilitation program and communication of functional ability was able to identify prolonged claims to a fair degree [area under the curve (AUC) = .79, 95 % confidence interval (CI) .74–.84]. A model containing age, sex, physical demands, opioid prescription and communication of functional ability was less successful at predicting time until recurrence (AUC = .61, 95 % CI .57, .65). Conclusions Factors contained in information currently collected by the WSIB during the first 4 weeks on benefits can predict prolonged claims, but not recurrent claims.
Appendix
Available only for authorised users
Literature
1.
go back to reference Loisel P, Durand MJ, Berthelette D, Vezina N, Baril R, Gagnon D, et al. Disability prevention—new paradigm for the management of occupational back pain. Dis Manag Health Outcomes. 2001;9(7):351–60.CrossRef Loisel P, Durand MJ, Berthelette D, Vezina N, Baril R, Gagnon D, et al. Disability prevention—new paradigm for the management of occupational back pain. Dis Manag Health Outcomes. 2001;9(7):351–60.CrossRef
2.
go back to reference Dionne CE, Bourbonnais R, Fremont P, Rossignol M, Stock SR, Nouwen A, et al. Determinants of “return to work in good health” among workers with back pain who consult in primary care settings: a 2-year prospective study. Eur Spine J. 2007;16(5):641–55.CrossRefPubMedCentralPubMed Dionne CE, Bourbonnais R, Fremont P, Rossignol M, Stock SR, Nouwen A, et al. Determinants of “return to work in good health” among workers with back pain who consult in primary care settings: a 2-year prospective study. Eur Spine J. 2007;16(5):641–55.CrossRefPubMedCentralPubMed
3.
go back to reference Ricci JA, Stewart WF, Chee E, Leotta C, Foley K, Hochberg MC. Back pain exacerbations and lost productive time costs in United States workers. Spine. 2006;31(26):3052–60.CrossRefPubMed Ricci JA, Stewart WF, Chee E, Leotta C, Foley K, Hochberg MC. Back pain exacerbations and lost productive time costs in United States workers. Spine. 2006;31(26):3052–60.CrossRefPubMed
4.
go back to reference Wasiak R, Verma S, Pransky G, Webster B. Risk factors for recurrent episodes of care and work disability: case of low back pain. J Occup Environ Med. 2004;46(1):68–76.CrossRefPubMed Wasiak R, Verma S, Pransky G, Webster B. Risk factors for recurrent episodes of care and work disability: case of low back pain. J Occup Environ Med. 2004;46(1):68–76.CrossRefPubMed
5.
go back to reference Dagenais S, Caro J, Haldeman S. A systematic review of low back pain cost of illness studies in the United States and internationally. Spine J. 2008;8(1):8–20.CrossRefPubMed Dagenais S, Caro J, Haldeman S. A systematic review of low back pain cost of illness studies in the United States and internationally. Spine J. 2008;8(1):8–20.CrossRefPubMed
6.
go back to reference Steenstra IA, Anema JR, van Tulder MW, Bongers PM, De Vet HCW, van Mechelen W. Economic evaluation of a multi-stage return to work program for workers on sick-leave due to low back pain. J Occup Rehabil. 2006;16(4):557–78.CrossRefPubMed Steenstra IA, Anema JR, van Tulder MW, Bongers PM, De Vet HCW, van Mechelen W. Economic evaluation of a multi-stage return to work program for workers on sick-leave due to low back pain. J Occup Rehabil. 2006;16(4):557–78.CrossRefPubMed
7.
go back to reference Indahl A, Velund L, Reikeraas O. Good prognosis for low back pain when left untampered. A randomized clinical trial. Spine. 1995;20(4):473–7.CrossRefPubMed Indahl A, Velund L, Reikeraas O. Good prognosis for low back pain when left untampered. A randomized clinical trial. Spine. 1995;20(4):473–7.CrossRefPubMed
8.
go back to reference Hill JC, Whitehurst DG, Lewis M, Bryan S, Dunn KM, Foster NE, et al. Comparison of stratified primary care management for low back pain with current best practice (STarT Back): a randomised controlled trial. The Lancet. 2011;378(9802):1560–71. Hill JC, Whitehurst DG, Lewis M, Bryan S, Dunn KM, Foster NE, et al. Comparison of stratified primary care management for low back pain with current best practice (STarT Back): a randomised controlled trial. The Lancet. 2011;378(9802):1560–71.
9.
go back to reference Hayden JA, Cote P, Steenstra IA, Bombardier C. Identifying phases of investigation helps planning, appraising, and applying the results of explanatory prognosis studies. J Clin Epidemiol. 2008;61(6):552–60.CrossRefPubMed Hayden JA, Cote P, Steenstra IA, Bombardier C. Identifying phases of investigation helps planning, appraising, and applying the results of explanatory prognosis studies. J Clin Epidemiol. 2008;61(6):552–60.CrossRefPubMed
10.
go back to reference Heymans MW, Anema JR, van Buuren S, Knol DL, van Mechelen W, de Vet HC. Return to work in a cohort of low back pain patients: development and validation of a clinical prediction rule. J Occup Rehabil. 2009;19(2):155–65.CrossRefPubMed Heymans MW, Anema JR, van Buuren S, Knol DL, van Mechelen W, de Vet HC. Return to work in a cohort of low back pain patients: development and validation of a clinical prediction rule. J Occup Rehabil. 2009;19(2):155–65.CrossRefPubMed
11.
go back to reference Maher C. Clinical prediction rule for return to work after back pain. Can Med Assoc J. 2005;172(12):1575–6.CrossRef Maher C. Clinical prediction rule for return to work after back pain. Can Med Assoc J. 2005;172(12):1575–6.CrossRef
12.
go back to reference Chen C, Hogg-Johnson S, Smith P. The recovery patterns of back pain among workers with compensated occupational back injuries. Occup Environ Med. 2007;64(8):534–40.CrossRefPubMedCentralPubMed Chen C, Hogg-Johnson S, Smith P. The recovery patterns of back pain among workers with compensated occupational back injuries. Occup Environ Med. 2007;64(8):534–40.CrossRefPubMedCentralPubMed
13.
go back to reference Steenstra IA, Verbeek JH, Heymans MW, Bongers PM. Prognostic factors for duration of sick leave in patients sick listed with acute low back pain: a systematic review of the literature. Occup Environ Med. 2005;62(12):851–60.CrossRefPubMedCentralPubMed Steenstra IA, Verbeek JH, Heymans MW, Bongers PM. Prognostic factors for duration of sick leave in patients sick listed with acute low back pain: a systematic review of the literature. Occup Environ Med. 2005;62(12):851–60.CrossRefPubMedCentralPubMed
14.
go back to reference McGinn TG, Guyatt GH, Wyer PC, Naylor CD, Stiell IG, Richardson WS. Users’ guides to the medical literature: XXII: how to use articles about clinical decision rules. Evidence-based Medicine Working Group. J Am Med Assoc. 2000;284(1):79–84.CrossRef McGinn TG, Guyatt GH, Wyer PC, Naylor CD, Stiell IG, Richardson WS. Users’ guides to the medical literature: XXII: how to use articles about clinical decision rules. Evidence-based Medicine Working Group. J Am Med Assoc. 2000;284(1):79–84.CrossRef
15.
go back to reference Croft PR, Dunn KM, Raspe H. Course and prognosis of back pain in primary care: the epidemiological perspective. Pain. 2006;122(1–2):1–3.CrossRefPubMed Croft PR, Dunn KM, Raspe H. Course and prognosis of back pain in primary care: the epidemiological perspective. Pain. 2006;122(1–2):1–3.CrossRefPubMed
16.
go back to reference Steyerberg EW. Clinical prediction models: a practical approach to development, validation, and updating. New York: Springer; 2009.CrossRef Steyerberg EW. Clinical prediction models: a practical approach to development, validation, and updating. New York: Springer; 2009.CrossRef
17.
go back to reference Steenstra IA, Busse JW, Hogg-Johnson S. Predicting return to work for workers with low-back pain. In: Loisel P, Anema JR, Pransky GS, editors. Work disability prevention handbook. New York: Springer; 2013. Steenstra IA, Busse JW, Hogg-Johnson S. Predicting return to work for workers with low-back pain. In: Loisel P, Anema JR, Pransky GS, editors. Work disability prevention handbook. New York: Springer; 2013.
18.
go back to reference Pransky GS, Verma SK, Okurowski L, Webster B. Length of disability prognosis in acute occupational low back pain: development and testing of a practical approach. Spine. 2006;31(6):690–7.CrossRefPubMed Pransky GS, Verma SK, Okurowski L, Webster B. Length of disability prognosis in acute occupational low back pain: development and testing of a practical approach. Spine. 2006;31(6):690–7.CrossRefPubMed
19.
go back to reference Herbert F, Duguay P, Massicotte P, Levy M. Revision des categories professionnelles utilisees dans les etudes de I’IRSST portant sur les indicateurs quinquennaux de l’ esions professionnelles. Quebec: IRSST; 1996. Report No. (Rep. No. R-137). Herbert F, Duguay P, Massicotte P, Levy M. Revision des categories professionnelles utilisees dans les etudes de I’IRSST portant sur les indicateurs quinquennaux de l’ esions professionnelles. Quebec: IRSST; 1996. Report No. (Rep. No. R-137).
20.
go back to reference Webster BS, Verma SK, Gatchel RJ. Relationship between early opioid prescribing for acute occupational low back pain and disability duration, medical costs, subsequent surgery and late opioid use. Spine. 2007;32(19):2127–32.CrossRefPubMed Webster BS, Verma SK, Gatchel RJ. Relationship between early opioid prescribing for acute occupational low back pain and disability duration, medical costs, subsequent surgery and late opioid use. Spine. 2007;32(19):2127–32.CrossRefPubMed
21.
go back to reference Pransky G, Shaw W, Franche RL, Clarke A. Disability prevention and communication among workers, physicians, employers, and insurers—current models and opportunities for improvement. Disabil Rehabil. 2004;26(11):625–34.CrossRefPubMed Pransky G, Shaw W, Franche RL, Clarke A. Disability prevention and communication among workers, physicians, employers, and insurers—current models and opportunities for improvement. Disabil Rehabil. 2004;26(11):625–34.CrossRefPubMed
22.
go back to reference Franche RL, Cullen K, Clarke J, Irvin E, Sinclair S, Frank J. Workplace-based return-to-work interventions: a systematic review of the quantitative literature. J Occup Rehabil. 2005;15:607–31.CrossRefPubMed Franche RL, Cullen K, Clarke J, Irvin E, Sinclair S, Frank J. Workplace-based return-to-work interventions: a systematic review of the quantitative literature. J Occup Rehabil. 2005;15:607–31.CrossRefPubMed
23.
go back to reference Schultz IZ, Crook J, Meloche GR, Berkowitz J, Milner R, Zuberbier OA, et al. Psychosocial factors predictive of occupational low back disability: towards development of a return-to-work model. Pain. 2004;107(1–2):77–85.CrossRefPubMed Schultz IZ, Crook J, Meloche GR, Berkowitz J, Milner R, Zuberbier OA, et al. Psychosocial factors predictive of occupational low back disability: towards development of a return-to-work model. Pain. 2004;107(1–2):77–85.CrossRefPubMed
24.
go back to reference Dionne CE, Bourbonnais R, Fremont P, Rossignol M, Stock SR, Nouwen A, et al. Determinants of “return to work in good health” among workers with back pain who consult in primary care settings: a 2-year prospective study. Eur Spine J. 2007;16(5):641–55. Dionne CE, Bourbonnais R, Fremont P, Rossignol M, Stock SR, Nouwen A, et al. Determinants of “return to work in good health” among workers with back pain who consult in primary care settings: a 2-year prospective study. Eur Spine J. 2007;16(5):641–55.
25.
26.
go back to reference Collett D. Modelling survival data in medical research. London: Chapman and Hall; 1994.CrossRef Collett D. Modelling survival data in medical research. London: Chapman and Hall; 1994.CrossRef
27.
go back to reference Steenstra IA, Knol DL, Bongers PM, Anema JR, van Mechelen W, de Vet HC. What works best for whom? An exploratory, subgroup analysis in a randomized, controlled trial on the effectiveness of a workplace intervention in low back pain patients on return to work. Spine (Phila Pa 1976). 2009;34(12):1243–9.CrossRef Steenstra IA, Knol DL, Bongers PM, Anema JR, van Mechelen W, de Vet HC. What works best for whom? An exploratory, subgroup analysis in a randomized, controlled trial on the effectiveness of a workplace intervention in low back pain patients on return to work. Spine (Phila Pa 1976). 2009;34(12):1243–9.CrossRef
28.
go back to reference R Development Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2008. R Development Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2008.
29.
go back to reference Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982;143(1):29–36.CrossRefPubMed Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982;143(1):29–36.CrossRefPubMed
30.
go back to reference Heagerty PJ, Zheng Y. Survival model predictive accuracy and ROC curves. Biometrics. 2005;61(1):92–105.CrossRefPubMed Heagerty PJ, Zheng Y. Survival model predictive accuracy and ROC curves. Biometrics. 2005;61(1):92–105.CrossRefPubMed
31.
go back to reference Heymans MW, van Buuren S, Knol DL, Anema JR, van Mechelen W, de Vet HC. The prognosis of chronic low back pain is determined by changes in pain and disability in the initial period. Spine J. 2010;10(10):847–56.CrossRefPubMed Heymans MW, van Buuren S, Knol DL, Anema JR, van Mechelen W, de Vet HC. The prognosis of chronic low back pain is determined by changes in pain and disability in the initial period. Spine J. 2010;10(10):847–56.CrossRefPubMed
32.
go back to reference Heymans MW, Ford JJ, McMeeken JM, Chan A, de Vet HC, van Mechelen W. Exploring the contribution of patient-reported and clinician based variables for the prediction of low back work status. J Occup Rehabil. 2007;17(3):383–97.CrossRefPubMed Heymans MW, Ford JJ, McMeeken JM, Chan A, de Vet HC, van Mechelen W. Exploring the contribution of patient-reported and clinician based variables for the prediction of low back work status. J Occup Rehabil. 2007;17(3):383–97.CrossRefPubMed
33.
go back to reference Kirkwood R. External validation of the orebro musculoskeletal pain screening questionnaire within an injured worker population: a Retrospective Cohort Study. Open access dissertations and theses; 2011. Kirkwood R. External validation of the orebro musculoskeletal pain screening questionnaire within an injured worker population: a Retrospective Cohort Study. Open access dissertations and theses; 2011.
34.
go back to reference Anema JR, Steenstra IA, Bongers PM, de Vet HC, Knol DL, Loisel P, et al. Multidisciplinary rehabilitation for subacute low back pain: graded activity or workplace intervention or both? A randomized controlled trial. Spine. 2007;32(3):291–8.CrossRefPubMed Anema JR, Steenstra IA, Bongers PM, de Vet HC, Knol DL, Loisel P, et al. Multidisciplinary rehabilitation for subacute low back pain: graded activity or workplace intervention or both? A randomized controlled trial. Spine. 2007;32(3):291–8.CrossRefPubMed
35.
go back to reference Loisel P, Abenhaim L, Durand P, Esdaile JM, Suissa S, Gosselin L, et al. A population-based, randomized clinical trial on back pain management. Spine. 1997;22(24):2911–8.CrossRefPubMed Loisel P, Abenhaim L, Durand P, Esdaile JM, Suissa S, Gosselin L, et al. A population-based, randomized clinical trial on back pain management. Spine. 1997;22(24):2911–8.CrossRefPubMed
36.
go back to reference Costa LO, Maher CG, Latimer J, Ferreira PH, Ferreira ML, Pozzi GC, et al. Clinimetric testing of three self-report outcome measures for low back pain patients in Brazil: which one is the best? Spine. 2008;33(22):2459–63.CrossRefPubMed Costa LO, Maher CG, Latimer J, Ferreira PH, Ferreira ML, Pozzi GC, et al. Clinimetric testing of three self-report outcome measures for low back pain patients in Brazil: which one is the best? Spine. 2008;33(22):2459–63.CrossRefPubMed
37.
go back to reference Apeldoorn AT, Ostelo RW, van HH, Fritz JM, Knol DL, van Tulder MW, et al. A randomized controlled trial on the effectiveness of a classification-based system for subacute and chronic low back pain. Spine (Phila Pa 1976). 2012;37(16):1347–56. Apeldoorn AT, Ostelo RW, van HH, Fritz JM, Knol DL, van Tulder MW, et al. A randomized controlled trial on the effectiveness of a classification-based system for subacute and chronic low back pain. Spine (Phila Pa 1976). 2012;37(16):1347–56.
38.
go back to reference Iles RA, Davidson M, Taylor NF. Psychosocial predictors of failure to return to work in non-chronic non-specific low back pain: a systematic review. Occup Environ Med. 2008;65(8):507.CrossRefPubMed Iles RA, Davidson M, Taylor NF. Psychosocial predictors of failure to return to work in non-chronic non-specific low back pain: a systematic review. Occup Environ Med. 2008;65(8):507.CrossRefPubMed
39.
go back to reference Cifuentes M, Webster B, Genevay S, Pransky G. The course of opioid prescribing for a new episode of disabling low back pain: opioid features and dose escalation. Pain. 2010;151(1):22–9.CrossRefPubMed Cifuentes M, Webster B, Genevay S, Pransky G. The course of opioid prescribing for a new episode of disabling low back pain: opioid features and dose escalation. Pain. 2010;151(1):22–9.CrossRefPubMed
40.
go back to reference Furlan AD, Reardon R, Weppler C. Opioids for chronic noncancer pain: a new Canadian practice guideline. Can Med Assoc J. 2010;182(9):923–30.CrossRef Furlan AD, Reardon R, Weppler C. Opioids for chronic noncancer pain: a new Canadian practice guideline. Can Med Assoc J. 2010;182(9):923–30.CrossRef
41.
go back to reference van Oostrom SH, Driessen MT, de Vet HC, Franche RL, Schonstein E, Loisel P, et al. Workplace interventions for preventing work disability. Cochrane Database Syst Rev. 2009;2:CD006955.PubMed van Oostrom SH, Driessen MT, de Vet HC, Franche RL, Schonstein E, Loisel P, et al. Workplace interventions for preventing work disability. Cochrane Database Syst Rev. 2009;2:CD006955.PubMed
Metadata
Title
Predicting Time on Prolonged Benefits for Injured Workers with Acute Back Pain
Authors
Ivan A. Steenstra
Jason W. Busse
David Tolusso
Arold Davilmar
Hyunmi Lee
Andrea D. Furlan
Ben Amick III
Sheilah Hogg-Johnson
Publication date
01-06-2015
Publisher
Springer US
Published in
Journal of Occupational Rehabilitation / Issue 2/2015
Print ISSN: 1053-0487
Electronic ISSN: 1573-3688
DOI
https://doi.org/10.1007/s10926-014-9534-5

Other articles of this Issue 2/2015

Journal of Occupational Rehabilitation 2/2015 Go to the issue