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Published in: Journal of Orthopaedics and Traumatology 1/2017

Open Access 01-03-2017 | Review Article

Factors predicting outcome in whiplash injury: a systematic meta-review of prognostic factors

Authors: Pooria Sarrami, Elizabeth Armstrong, Justine M. Naylor, Ian A. Harris

Published in: Journal of Orthopaedics and Traumatology | Issue 1/2017

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Abstract

Background

Whiplash injuries are among the leading injuries related to car crashes and it is important to determine the prognostic factors that predict the outcome of patients with these injuries. This meta-review aims to identify factors that are associated with outcome after acute whiplash injury.

Materials and methods

A systematic search for all systematic reviews on outcome prediction of acute whiplash injury was conducted across several electronic databases. The search was limited to publications in English, and there were no geographical or time of publication restrictions. Quality appraisal was conducted with A Measurement Tool to Assess Systematic Reviews.

Results

The initial search yielded 207 abstracts; of these, 195 were subsequently excluded by topic or method. Twelve systematic reviews with moderate quality were subsequently included in the analysis. Post-injury pain and disability, whiplash grades, cold hyperalgesia, post-injury anxiety, catastrophizing, compensation and legal factors, and early healthcare use were associated with continuation of pain and disability in patients with whiplash injury. Post-injury magnetic resonance imaging or radiographic findings, motor dysfunctions, or factors related to the collision were not associated with continuation of pain and disability in patients with whiplash injury. Evidence on demographic and three psychological factors and prior pain was conflicting, and there is a shortage of evidence related to the significance of genetic factors.

Conclusions

This meta-review suggests an association between initial pain and anxiety and the outcome of acute whiplash injury, and less evidence for an association with physical factors.

Level of evidence

Level 1.
Appendix
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Literature
2.
go back to reference Galasko C, Murray P, Pitcher M, Chambers H, Mansfield S, Madden M et al (1993) Neck sprains after road traffic accidents: a modern epidemic. Injury 24(3):155–157CrossRefPubMed Galasko C, Murray P, Pitcher M, Chambers H, Mansfield S, Madden M et al (1993) Neck sprains after road traffic accidents: a modern epidemic. Injury 24(3):155–157CrossRefPubMed
4.
go back to reference Malleson A (1994) Chronic whiplash syndrome. Psychosocial epidemic. Can Fam Phys 40:1906–1909 Malleson A (1994) Chronic whiplash syndrome. Psychosocial epidemic. Can Fam Phys 40:1906–1909
6.
go back to reference Carroll LJ, Holm LW, Hogg-Johnson S, Cote P, Cassidy JD, Haldeman S et al (2008) 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. Spine 33(4 Suppl):S83–S92CrossRefPubMed Carroll LJ, Holm LW, Hogg-Johnson S, Cote P, Cassidy JD, Haldeman S et al (2008) 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. Spine 33(4 Suppl):S83–S92CrossRefPubMed
7.
go back to reference Fletcher RH, Fletcher SW, Wagner EH (1996) Clinical epidemiology: the essentials. Lippincott Williams & Wilkins, Philadelphia Fletcher RH, Fletcher SW, Wagner EH (1996) Clinical epidemiology: the essentials. Lippincott Williams & Wilkins, Philadelphia
8.
go back to reference Walton DM, Carroll LJ, Kasch H, Sterling M, Verhagen AP, Macdermid JC et al (2013) An overview of systematic reviews on prognostic factors in neck pain: results from the International Collaboration on Neck pain (ICON) project. Open Orthop J 7:494–505CrossRefPubMedPubMedCentral Walton DM, Carroll LJ, Kasch H, Sterling M, Verhagen AP, Macdermid JC et al (2013) An overview of systematic reviews on prognostic factors in neck pain: results from the International Collaboration on Neck pain (ICON) project. Open Orthop J 7:494–505CrossRefPubMedPubMedCentral
9.
go back to reference Sarrami‐Foroushani P, Travaglia J, Debono D, Clay‐Williams R, Braithwaite J (2015) Scoping meta‐review: introducing a new methodology. Clin Transl Sci 8(1):77–81 Sarrami‐Foroushani P, Travaglia J, Debono D, Clay‐Williams R, Braithwaite J (2015) Scoping meta‐review: introducing a new methodology. Clin Transl Sci 8(1):77–81
10.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Reprint—preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Phys Ther 89(9):873–880PubMed Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Reprint—preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Phys Ther 89(9):873–880PubMed
11.
go back to reference Shea BJ, Grimshaw JM, Wells GA, Boers M, Andersson N, Hamel C et al (2007) Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol 7(1):10CrossRefPubMedPubMedCentral Shea BJ, Grimshaw JM, Wells GA, Boers M, Andersson N, Hamel C et al (2007) Development of AMSTAR: a measurement tool to assess the methodological quality of systematic reviews. BMC Med Res Methodol 7(1):10CrossRefPubMedPubMedCentral
12.
go back to reference Li Q, Shen H, Li M (2013) Magnetic resonance imaging signal changes of alar and transverse ligaments not correlated with whiplash-associated disorders: a meta-analysis of case-control studies. Eur Spine J 22(1):14–20CrossRefPubMed Li Q, Shen H, Li M (2013) Magnetic resonance imaging signal changes of alar and transverse ligaments not correlated with whiplash-associated disorders: a meta-analysis of case-control studies. Eur Spine J 22(1):14–20CrossRefPubMed
13.
go back to reference Daenen L, Nijs J, Raadsen B, Roussel N, Cras P, Dankaerts W (2013) Cervical motor dysfunction and its predictive value for long-term recovery in patients with acute whiplash-associated disorders: a systematic review. J Rehabil Med 45(2):113–122CrossRefPubMed Daenen L, Nijs J, Raadsen B, Roussel N, Cras P, Dankaerts W (2013) Cervical motor dysfunction and its predictive value for long-term recovery in patients with acute whiplash-associated disorders: a systematic review. J Rehabil Med 45(2):113–122CrossRefPubMed
14.
go back to reference Walton DM, Pretty J, Macdermid JC, Teasell RW (2009) Risk factors for persistent problems following whiplash injury: results of a systematic review and meta-analysis. J Orthop Sports Phys Ther 39(5):334–350CrossRefPubMed Walton DM, Pretty J, Macdermid JC, Teasell RW (2009) Risk factors for persistent problems following whiplash injury: results of a systematic review and meta-analysis. J Orthop Sports Phys Ther 39(5):334–350CrossRefPubMed
15.
go back to reference Walton DM, Macdermid JC, Giorgianni AA, Mascarenhas JC, West SC, Zammit CA (2013) Risk factors for persistent problems following acute whiplash injury: update of a systematic review and meta-analysis. J Orthop Sports Phys Ther 43(2):31–43CrossRefPubMed Walton DM, Macdermid JC, Giorgianni AA, Mascarenhas JC, West SC, Zammit CA (2013) Risk factors for persistent problems following acute whiplash injury: update of a systematic review and meta-analysis. J Orthop Sports Phys Ther 43(2):31–43CrossRefPubMed
16.
go back to reference Spearing NM, Connelly LB, Gargett S, Sterling M (2012) Does injury compensation lead to worse health after whiplash? A systematic review. Pain 153(6):1274–1282CrossRefPubMed Spearing NM, Connelly LB, Gargett S, Sterling M (2012) Does injury compensation lead to worse health after whiplash? A systematic review. Pain 153(6):1274–1282CrossRefPubMed
17.
go back to reference Goldsmith R, Wright C, Bell SF, Rushton A (2012) Cold hyperalgesia as a prognostic factor in whiplash associated disorders: a systematic review. Man Ther 17(5):402–410CrossRefPubMed Goldsmith R, Wright C, Bell SF, Rushton A (2012) Cold hyperalgesia as a prognostic factor in whiplash associated disorders: a systematic review. Man Ther 17(5):402–410CrossRefPubMed
18.
go back to reference Carroll LJ, Holm LW, Hogg-Johnson S, Côté P, Cassidy JD, Haldeman S et al (2008) 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. Spine 33(4S):S83–S92CrossRefPubMed Carroll LJ, Holm LW, Hogg-Johnson S, Côté P, Cassidy JD, Haldeman S et al (2008) 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. Spine 33(4S):S83–S92CrossRefPubMed
19.
go back to reference Kamper SJ, Rebbeck TJ, Maher CG, McAuley JH, Sterling M (2008) Course and prognostic factors of whiplash: a systematic review and meta-analysis. Pain 138(3):617–629CrossRefPubMed Kamper SJ, Rebbeck TJ, Maher CG, McAuley JH, Sterling M (2008) Course and prognostic factors of whiplash: a systematic review and meta-analysis. Pain 138(3):617–629CrossRefPubMed
20.
go back to reference Williamson E, Williams M, Gates S, Lamb SE (2008) A systematic literature review of psychological factors and the development of late whiplash syndrome. Pain 135(1–2):20–30CrossRefPubMed Williamson E, Williams M, Gates S, Lamb SE (2008) A systematic literature review of psychological factors and the development of late whiplash syndrome. Pain 135(1–2):20–30CrossRefPubMed
21.
go back to reference Williams M, Williamson E, Gates S, Lamb S, Cooke M (2007) A systematic literature review of physical prognostic factors for the development of Late Whiplash Syndrome. Spine 32(25):E764–E780CrossRefPubMed Williams M, Williamson E, Gates S, Lamb S, Cooke M (2007) A systematic literature review of physical prognostic factors for the development of Late Whiplash Syndrome. Spine 32(25):E764–E780CrossRefPubMed
22.
go back to reference Scholten-Peeters GG, Verhagen AP, Bekkering GE, van der Windt DA, Barnsley L, Oostendorp RA et al (2003) Prognostic factors of whiplash-associated disorders: a systematic review of prospective cohort studies. Pain 104(1–2):303–322CrossRefPubMed Scholten-Peeters GG, Verhagen AP, Bekkering GE, van der Windt DA, Barnsley L, Oostendorp RA et al (2003) Prognostic factors of whiplash-associated disorders: a systematic review of prospective cohort studies. Pain 104(1–2):303–322CrossRefPubMed
23.
go back to reference Cote P, Cassidy JD, Carroll L, Frank JW, Bombardier C (2001) A systematic review of the prognosis of acute whiplash and a new conceptual framework to synthesize the literature. Spine 26(19):E445–E458CrossRefPubMed Cote P, Cassidy JD, Carroll L, Frank JW, Bombardier C (2001) A systematic review of the prognosis of acute whiplash and a new conceptual framework to synthesize the literature. Spine 26(19):E445–E458CrossRefPubMed
24.
go back to reference Turk DC, Okifuji A (2002) Psychological factors in chronic pain: evolution and revolution. J Consult Clin Psychol 70(3):678CrossRefPubMed Turk DC, Okifuji A (2002) Psychological factors in chronic pain: evolution and revolution. J Consult Clin Psychol 70(3):678CrossRefPubMed
25.
go back to reference Pincus T, Burton AK, Vogel S, Field AP (2002) A systematic review of psychological factors as predictors of chronicity/disability in prospective cohorts of low back pain. Spine 27(5):E109–E120CrossRefPubMed Pincus T, Burton AK, Vogel S, Field AP (2002) A systematic review of psychological factors as predictors of chronicity/disability in prospective cohorts of low back pain. Spine 27(5):E109–E120CrossRefPubMed
26.
go back to reference Gatchel RJ, Polatin PB, Mayer TG (1995) The dominant role of psychosocial risk factors in the development of chronic low back pain disability. Spine 20(24):2702–2709CrossRefPubMed Gatchel RJ, Polatin PB, Mayer TG (1995) The dominant role of psychosocial risk factors in the development of chronic low back pain disability. Spine 20(24):2702–2709CrossRefPubMed
27.
go back to reference Christenfeld NJ, Sloan RP, Carroll D, Greenland S (2004) Risk factors, confounding, and the illusion of statistical control. Psychosom Med 66(6):868–875CrossRefPubMed Christenfeld NJ, Sloan RP, Carroll D, Greenland S (2004) Risk factors, confounding, and the illusion of statistical control. Psychosom Med 66(6):868–875CrossRefPubMed
28.
go back to reference Goldsmith R, Wright C, Bell SF, Rushton A (2012) Cold hyperalgesia as a prognostic factor in whiplash associated disorders: a systematic review. Man Ther 17(5):402–410CrossRefPubMed Goldsmith R, Wright C, Bell SF, Rushton A (2012) Cold hyperalgesia as a prognostic factor in whiplash associated disorders: a systematic review. Man Ther 17(5):402–410CrossRefPubMed
29.
go back to reference Cote P, Soklaridis S (2011) Does early management of whiplash-associated disorders assist or impede recovery? Spine 36(25S):S275–S279CrossRefPubMed Cote P, Soklaridis S (2011) Does early management of whiplash-associated disorders assist or impede recovery? Spine 36(25S):S275–S279CrossRefPubMed
31.
go back to reference Spearing NM, Connelly LB, Gargett S, Sterling M (2012) Does injury compensation lead to worse health after whiplash?A systematic review. Pain 153(6):1274–1282CrossRefPubMed Spearing NM, Connelly LB, Gargett S, Sterling M (2012) Does injury compensation lead to worse health after whiplash?A systematic review. Pain 153(6):1274–1282CrossRefPubMed
32.
go back to reference Hayden J, Cote P, Steenstra I, Bombardier C, Q-LW Group (2008) Identifying phases of investigation helps planning, appraising, and applying the results of explanatory prognosis studies. J Clin Epidemiol 61(6):552–560CrossRefPubMed Hayden J, Cote P, Steenstra I, Bombardier C, Q-LW Group (2008) Identifying phases of investigation helps planning, appraising, and applying the results of explanatory prognosis studies. J Clin Epidemiol 61(6):552–560CrossRefPubMed
33.
go back to reference Carroll LJ, Hurwitz EL, Cote P, Hogg-Johnson S, Carragee EJ, Nordin M et al (2008) Research priorities and methodological implications: the Bone and Joint Decade 2000–2010 Task Force on Neck Pain and Its Associated Disorders. Spine 33(4 Suppl):S214–S220CrossRefPubMed Carroll LJ, Hurwitz EL, Cote P, Hogg-Johnson S, Carragee EJ, Nordin M et al (2008) Research priorities and methodological implications: the Bone and Joint Decade 2000–2010 Task Force on Neck Pain and Its Associated Disorders. Spine 33(4 Suppl):S214–S220CrossRefPubMed
Metadata
Title
Factors predicting outcome in whiplash injury: a systematic meta-review of prognostic factors
Authors
Pooria Sarrami
Elizabeth Armstrong
Justine M. Naylor
Ian A. Harris
Publication date
01-03-2017
Publisher
Springer International Publishing
Published in
Journal of Orthopaedics and Traumatology / Issue 1/2017
Print ISSN: 1590-9921
Electronic ISSN: 1590-9999
DOI
https://doi.org/10.1007/s10195-016-0431-x

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