Prognosis of patients with whiplash-associated disorders consulting physiotherapy: Development of a predictive model for recovery

BMC Musculoskeletal Disorders

Volumn 13, Issue , 2012, Pages

  Bohman, Tony ^a   Côté, Pierre ^b,c   Boyle, Eleanor ^c,d,e   Cassidy, J David ^c,d,e   Carroll, Linda J ^f   Skillgate, Eva ^a,g  

^a KAROLINSKA INSTITUTE   (Sweden)

^b UNIVERSITY OF ONTARIO INSTITUTE OF TECHNOLOGY   (Canada)

^c UNIVERSITY OF TORONTO   (Canada)

^d UNIVERSITY HEALTH NETWORK   (Canada)

^e UNIVERSITY OF SOUTHERN DENMARK   (Denmark)

^f UNIVERSITY OF ALBERTA   (Canada)

^g Naprapathögskolan Scandinavian College of Naprapathic Manual Medicine   (Sweden)

Author keywords

Cohort; Discrimination; Neck pain; Physical therapy; Prediction; Prognosis; Recovery; Regression; Whiplash associated disorders

Indexed keywords

ADULT; ARTICLE; COHORT ANALYSIS; FEMALE; HUMAN; MAJOR CLINICAL STUDY; MALE; PAIN ASSESSMENT; PHYSIOTHERAPY; PREDICTION; PROGNOSIS; QUESTIONNAIRE; WHIPLASH INJURY;

ACCIDENTS, TRAFFIC; ADULT; AGE FACTORS; BACK PAIN; DECISION SUPPORT TECHNIQUES; DISABILITY EVALUATION; FEMALE; HUMANS; KAPLAN-MEIER ESTIMATE; LIKELIHOOD FUNCTIONS; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; NECK PAIN; PAIN MEASUREMENT; PHYSICAL THERAPY MODALITIES; PREDICTIVE VALUE OF TESTS; PROPORTIONAL HAZARDS MODELS; QUESTIONNAIRES; RECOVERY OF FUNCTION; REFERRAL AND CONSULTATION; RISK FACTORS; SASKATCHEWAN; SELF CONCEPT; SEVERITY OF ILLNESS INDEX; TIME FACTORS; TREATMENT OUTCOME; WHIPLASH INJURIES; YOUNG ADULT;

EID: 84871585174     PISSN: None     EISSN: 14712474     Source Type: Journal    
DOI: 10.1186/1471-2474-13-264     Document Type: Article

References (42)

1. Scientific monograph of the Quebec task force on whiplash-associated disorders: redefining "whiplash" and its management. Spitzer WO, Skovron ML, Salmi LR, Cassidy JD, Duranceau J, Suissa S, Zeiss E, Spine 1995 20 1S 73S 10.1097/00007632-199501000-00001 7604354
2. The role of tissue damage in whiplash-associated disorders: discussion paper 1. Curatolo M, Bogduk N, Ivancic PC, McLean SA, Siegmund GP, Winkelstein BA, Spine 2011 36 309 S315 22020601
3. The burden and determinants of neck pain in whiplash-associated disorders after traffic collisions: results of the bone and joint decade 2000-2010 task force on neck pain and its associated disorders. Holm LW, Carroll LJ, Cassidy JD, Hogg-Johnson S, Cote P, Guzman J, Peloso P, Nordin M, Hurwitz E, van der Velde G, Carragee E, Haldeman S, J Manipulative Physiol Ther 2009 32 61 S69 10.1016/j.jmpt.2008.11.011 19251076
4. Treatment of whiplash-associated disorders-part I: Non-invasive interventions. Conlin A, Bhogal S, Sequeira K, Teasell R, Pain Res Manag 2005 10 21 32 15782244 (Pubitemid 40561757)
5. Course and prognostic factors of whiplash: a systematic review and meta-analysis. Kamper SJ, Rebbeck TJ, Maher CG, McAuley JH, Sterling M, Pain 2008 138 617 629 10.1016/j.pain.2008.02.019 18407412
6. Physical therapy and health-related outcomes for patients with common orthopaedic diagnoses. Di Fabio RP, Boissonnault W, J Orthop Sports Phys Ther 1998 27 219 230 9513868 (Pubitemid 28117142)
7. Physical therapy and health outcomes in patients with spinal impairments. Jette DU, Jette AM, Phys Ther 1996 76 930 941 discussion 942-935 8790272
8. How does the general population treat their pain? A survey in Catalonia, Spain. Bassols A, Bosch F, Banos JE, J Pain Symptom Manage 2002 23 318 328 10.1016/S0885-3924(01)00415-8 11997201 (Pubitemid 34462944)
9. Course and prognostic factors for neck pain in whiplash-associated disorders (WAD): results of the bone and joint decade 2000-2010 task force on neck pain and its associated disorders. Carroll LJ, Holm LW, Hogg-Johnson S, Cote P, Cassidy JD, Haldeman S, Nordin M, Hurwitz EL, Carragee EJ, van der Velde G, Peloso P, Guzman J, J Manipulative Physiol Ther 2009 32 97 S107 10.1016/j.jmpt.2008.11.014 19251080
10. Derivation of a clinical decision rule for whiplash associated disorders among individuals involved in rear-end collisions. Hartling L, Pickett W, Brison RJ, Accid Anal Prev 2002 34 531 539 10.1016/S0001-4575(01)00051-3 12067116 (Pubitemid 34498191)
11. Does knowledge of predictors of recovery and nonrecovery assist outcomes after whiplash injury? Sterling M, Spine 2011 36 257 S262 22020621
12. Risk factors for persistent problems following whiplash injury: results of a systematic review and meta-analysis. Walton DM, Pretty J, Macdermid JC, Teasell RW, J Orthop Sports Phys Ther 2009 39 334 350 19411766
13. Beliefs and expectations for recovery, coping, and depression in whiplash-associated disorders: lessening the transition to chronicity. Carroll LJ, Spine 2011 36 250 S256 22020620
14. Clinical prediction rules: what are they and what do they tell us? Beattie P, Nelson R, Aust J Physiother 2006 52 157 163 10.1016/S0004-9514(06) 70024-1 16942450 (Pubitemid 44355504)
15. The treatment of neck and low back pain: who seeks care? who goes where? Cote P, Cassidy JD, Carroll LJ, Med Care 2001 39 956 967 10.1097/00005650- 200109000-00006 11502953 (Pubitemid 33603653)
16. The role of pain coping strategies in prognosis after whiplash injury: passive coping predicts slowed recovery. Carroll LJ, Cassidy JD, Cote P, Pain 2006 124 18 26 10.1016/j.pain.2006.03.012 16644133 (Pubitemid 44176191)
17. Recovery in whiplash-associated disorders: Do You Get what You expect? Carroll LJ, Holm LW, Ferrari R, Ozegovic D, Cassidy JD, J Rheumatol 2009 36 1063 1070 10.3899/jrheum.080680 19228657
18. How well are you recovering? The association between a simple question about recovery and patient reports of pain intensity and pain disability in whiplash-associated disorders. Carroll LJ, Jones DC, Ozegovic D, Cassidy JD, Disabil Rehabil 2012 34 45 52 10.3109/09638288.2011.587085 21936737
19. Does multidisciplinary rehabilitation benefit whiplash recovery?: results of a population-based incidence cohort study. Cassidy JD, Carroll LJ, Cote P, Frank J, Spine 2007 32 126 131 10.1097/01.brs.0000249526.76788.e8 17202903 (Pubitemid 46058593)
20. Clinical assessment of prognostic factors for long-term pain and handicap after whiplash injury: a 1-year prospective study. Kasch H, Qerama E, Kongsted A, Bendix T, Jensen TS, Bach FW, Eur J Neurol 2008 15 1222 1230 10.1111/j.1468-1331.2008.02301.x 18803651
21. Assessing global pain severity by self-report in clinical and health services research. Von Korff M, Jensen MP, Karoly P, Spine 2000 25 3140 3151 10.1097/00007632-200012150-00009 11124730 (Pubitemid 32042946)
22. Self-reported scales and procedures for assessing pain in adults. Jensen MP, Karoly P, Handbook of pain assessment New York; London: Guilford, Turk DC, Melzack R, 3 2011 19 44
23. Categorising the severity of neck pain: establishment of cut-points for use in clinical and epidemiological research. Fejer R, Jordan A, Hartvigsen J, Pain 2005 119 176 182 10.1016/j.pain.2005.09.033 16298059 (Pubitemid 41752977)
24. Development of a metric for a day of manageable pain control: derivation of pain severity cut-points for low back pain and osteoarthritis. Zelman DC, Hoffman DL, Seifeldin R, Dukes EM, Pain 2003 106 35 42 10.1016/S0304-3959(03) 00274-4 14581108 (Pubitemid 37329611)
25. Pain site and the effects of amputation pain: further clarification of the meaning of mild, moderate, and severe pain. Jensen MP, Smith DG, Ehde DM, Robinsin LR, Pain 2001 91 317 322 10.1016/S0304-3959(00)00459-0 11275389 (Pubitemid 32241153)
26. The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Ware JE Jr, Sherbourne CD, Med Care 1992 30 473 483 10.1097/00005650-199206000-00002 1593914
27. Screening for depression in a community sample. Understanding the discrepancies between depression symptom and diagnostic scales. Boyd JH, Weissman MM, Thompson WD, Myers JK, Arch Gen Psychiatry 1982 39 1195 1200 10.1001/archpsyc.1982.04290100059010 7125849 (Pubitemid 12034174)
28. Measuring depressive symptoms in illness populations: psychometric properties of the center for epidemiologic studies depression (CES-D) scale. Devins GM, Orme CM, Costello CG, Binik YM, Frizzell B, Stam HJ, Pullin WM, Psychol Health 1988 2 139 156 10.1080/08870448808400349
29. The CES-D scale: a self-report depression scale for research in the general population. Radloff LS, Appl Psychol Meas 1977 1 385 401 10.1177/014662167700100306
30. A study of the test-retest reliability of the self-perceived general recovery and self-perceived change in neck pain questions in patients with recent whiplash-associated disorders. Ngo T, Stupar M, Cote P, Boyle E, Shearer H, Eur Spine J 2010 19 957 962 10.1007/s00586-010-1289-x 20130932
31. Hosmer DW, Lemeshow S, May S, Applied survival analysis: regression modeling of time-to-event data Hoboken, New Jersey: John Wiley & Sons 2 2008
32. Vittinghoff E, Glidden DV, Shiboski SC, McCulloch CE, Regression methods in biostatistics: linear, logistic, survival, and repeated measures models New York: Springer 2005 133 156
33. Cohen J, Statistical power analysis for the behavioral sciences Hillsdale, New Jersey: L. Erlbaum Associates 2 1988 77 81
34. Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Harrell FE Jr, Lee KL, Mark DB, Stat Med 1996 15 361 387 10.1002/(SICI)1097-0258(19960229)15: 4<361::AID-SIM168>3.0.CO;2-4 8668867 (Pubitemid 26072233)
35. Collett D, Modelling survival data in medical research London: Chapman & Hall/CRC 2 2003 55 169
36. Evaluating the incremental value of new biomarkers with integrated discrimination improvement. Kerr KF, McClelland RL, Brown ER, Lumley T, Am J Epidemiol 2011 174 364 374 10.1093/aje/kwr086 21673124
37. What do we mean by validating a prognostic model? Altman DG, Royston P, Stat Med 2000 19 453 473 10.1002/(SICI)1097-0258(20000229)19:4<453::AID- SIM350>3.0.CO;2-5 10694730 (Pubitemid 30126878)
38. Hosmer DW, Lemeshow S, Applied logistic regression New York: John Wiley & Sons 2 2000 160 164
39. Clinical prediction rules for physical therapy interventions: a systematic review. Beneciuk JM, Bishop MD, George SZ, Phys Ther 2009 89 114 124 10.2522/ptj.20080239 19095806
40. Optimal designs for prediction studies of whiplash. Kamper SJ, Hancock MJ, Maher CG, Spine 2011 36 268 S274 22020594
41. Validity of self-reported history in patients with acute back or neck pain after motor vehicle accidents. Carragee EJ, Spine J 2008 8 311 319 10.1016/j.spinee.2007.04.008 17662666 (Pubitemid 351726317)
42. (Pubitemid 43031271)