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Published in: BMC Musculoskeletal Disorders 1/2017

Open Access 01-12-2017 | Research article

Brief pain re-assessment provided more accurate prognosis than baseline information for low-back or shoulder pain

Authors: G. Mansell, K. P. Jordan, G. M. Peat, K. M. Dunn, D. Lasserson, T. Kuijpers, I. Swinkels-Meewisse, D. A. W. M. van der Windt

Published in: BMC Musculoskeletal Disorders | Issue 1/2017

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Abstract

Background

Research investigating prognosis in musculoskeletal pain conditions has only been moderately successful in predicting which patients are unlikely to recover. Clinical decision making could potentially be improved by combining information taken at baseline and re-consultation.

Methods

Data from four prospective clinical cohorts of adults presenting to UK and Dutch primary care with low-back or shoulder pain was analysed, assessing long-term disability at 6 or 12 months and including baseline and 4–6 week assessments of pain. Baseline versus short-term assessments of pain, and previously validated multivariable prediction models versus repeat assessment, were compared to assess predictive performance of long-term disability outcome. A hypothetical clinical scenario was explored which made efficient use of both baseline and repeated assessment to identify patients likely to have a poor prognosis and decide on further treatment.

Results

Short-term repeat assessment of pain was better than short-term change or baseline score at predicting long-term disability improvement across all cohorts. Short-term repeat assessment of pain was only slightly more predictive of long-term recovery (c-statistics 0.78, 95% CI 0.74 to 0.83 and 0.75, 95% CI 0.69 to 0.82) than a multivariable baseline prognostic model in the two cohorts presenting such a model (c-statistics 0.71, 95% CI 0.67 to 0.76 and 0.72, 95% CI 0.66 to 0.78). Combining optimal prediction at baseline using a multivariable prognostic model with short-term repeat assessment of pain in those with uncertain prognosis in a hypothetical clinical scenario resulted in reduction in the number of patients with an uncertain probability of recovery, thereby reducing the instances where patients may be inappropriately referred or reassured.

Conclusions

Incorporating short-term repeat assessment of pain into prognostic models could potentially optimise the clinical usefulness of prognostic information.
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Literature
1.
go back to reference Jordan KP, Kadam UT, Hayward R, Porcheret M, Young C, Croft P. Annual consultation prevalence of regional musculoskeletal problems in primary care: an observational study. BMC Musculoskelet Disord. 2010;11:144.CrossRefPubMedPubMedCentral Jordan KP, Kadam UT, Hayward R, Porcheret M, Young C, Croft P. Annual consultation prevalence of regional musculoskeletal problems in primary care: an observational study. BMC Musculoskelet Disord. 2010;11:144.CrossRefPubMedPubMedCentral
2.
go back to reference Bot SDM, van der Waal JM, Terwee CB, van der Windt DA, Scholten RJ, Bouter LM, Dekker J. Predictors of outcome in neck and shoulder symptoms: a cohort study in general practice. Spine. 2005;30(16):459–70.CrossRef Bot SDM, van der Waal JM, Terwee CB, van der Windt DA, Scholten RJ, Bouter LM, Dekker J. Predictors of outcome in neck and shoulder symptoms: a cohort study in general practice. Spine. 2005;30(16):459–70.CrossRef
3.
go back to reference Dunn KM, Jordan K, Croft PR. Characterizing the course of low back pain: a latent class analysis. Am J Epidemiol. 2006;163(8):754–61.CrossRefPubMed Dunn KM, Jordan K, Croft PR. Characterizing the course of low back pain: a latent class analysis. Am J Epidemiol. 2006;163(8):754–61.CrossRefPubMed
4.
go back to reference Jellema P, van der Horst HE, Vlaeyen JWS, Stalman WAB, Bouter LM, van der Windt DAWM. Predictors of outcome in patients with (sub)acute low back pain in general practice: patients with a favourable outcome differ across treatment groups. Spine. 2006;31:1699–705.CrossRefPubMed Jellema P, van der Horst HE, Vlaeyen JWS, Stalman WAB, Bouter LM, van der Windt DAWM. Predictors of outcome in patients with (sub)acute low back pain in general practice: patients with a favourable outcome differ across treatment groups. Spine. 2006;31:1699–705.CrossRefPubMed
5.
go back to reference van der Waal JA, Bot SDM, Terwee CB, van der Windt DA, Scholten RJ, Bouter LM, Dekker J. The course and prognosis of knee complaints in general practice. Arthritis Rheum. 2005;53:920–30.CrossRefPubMed van der Waal JA, Bot SDM, Terwee CB, van der Windt DA, Scholten RJ, Bouter LM, Dekker J. The course and prognosis of knee complaints in general practice. Arthritis Rheum. 2005;53:920–30.CrossRefPubMed
6.
go back to reference Mallen CD, Peat G, Thomas E, Dunn KM, Croft PR. Prognostic factors for musculoskeletal pain in primary care: A systematic review. Br J Gen Pract. 2007;57:655–61.PubMedPubMedCentral Mallen CD, Peat G, Thomas E, Dunn KM, Croft PR. Prognostic factors for musculoskeletal pain in primary care: A systematic review. Br J Gen Pract. 2007;57:655–61.PubMedPubMedCentral
7.
go back to reference LeBoeff-Yde C, Axén I, Jones JJ, Rosenbaum A, Løvgren PW, Halasz L, Larsen K. The Nordic back pain subpopulation program: the long-term outcome pattern in patients with low back pain treated by chiropractors in Sweden. J Manipulative Physiol Ther. 2005;28(7):472–8.CrossRef LeBoeff-Yde C, Axén I, Jones JJ, Rosenbaum A, Løvgren PW, Halasz L, Larsen K. The Nordic back pain subpopulation program: the long-term outcome pattern in patients with low back pain treated by chiropractors in Sweden. J Manipulative Physiol Ther. 2005;28(7):472–8.CrossRef
8.
go back to reference Wand BM, McAuley JH, Marston L, De Souza LH. Predicting outcome in acute low back pain using different models of patient profiling. Spine. 2009;34(18):1970–5.CrossRefPubMed Wand BM, McAuley JH, Marston L, De Souza LH. Predicting outcome in acute low back pain using different models of patient profiling. Spine. 2009;34(18):1970–5.CrossRefPubMed
9.
go back to reference Coste J, Delecoeuillerie G, Delara AC, Leparc JM, Paolaggi JB. Clinical course and prognostic factors in acute low-back-pain – An inception cohort study in primary-care practice. BMJ. 1994;308(6928):577–80.CrossRefPubMedPubMedCentral Coste J, Delecoeuillerie G, Delara AC, Leparc JM, Paolaggi JB. Clinical course and prognostic factors in acute low-back-pain – An inception cohort study in primary-care practice. BMJ. 1994;308(6928):577–80.CrossRefPubMedPubMedCentral
10.
go back to reference da C Menezes Costa L, Maher CG, Hancock MJ, McAuley JH, Herbert RD, Costa LOP. The prognosis of acute and persistent low-back pain: A meta-analysis. CMAJ. 2012;184(11):E613–24.CrossRefPubMed da C Menezes Costa L, Maher CG, Hancock MJ, McAuley JH, Herbert RD, Costa LOP. The prognosis of acute and persistent low-back pain: A meta-analysis. CMAJ. 2012;184(11):E613–24.CrossRefPubMed
11.
go back to reference Dunn KM, Croft PR. Repeat assessment improves the prediction of prognosis in patients with low back pain in primary care. Pain. 2006;126(1–3):10–5.CrossRefPubMed Dunn KM, Croft PR. Repeat assessment improves the prediction of prognosis in patients with low back pain in primary care. Pain. 2006;126(1–3):10–5.CrossRefPubMed
12.
go back to reference Roland M, Morris R. A study of the natural history of back pain. Part I: Development of a reliable and sensitive measure of disability in low-back pain. Spine. 1983;8(2):141–4.CrossRefPubMed Roland M, Morris R. A study of the natural history of back pain. Part I: Development of a reliable and sensitive measure of disability in low-back pain. Spine. 1983;8(2):141–4.CrossRefPubMed
13.
go back to reference van der Heijden GJMG, Leffers P, Bouter LM. Shoulder disability questionnaire design and responsiveness of a functional status measure. J Clin Epi. 2000;53:29–38.CrossRef van der Heijden GJMG, Leffers P, Bouter LM. Shoulder disability questionnaire design and responsiveness of a functional status measure. J Clin Epi. 2000;53:29–38.CrossRef
14.
go back to reference Hay E, Thomas E, Paterson S, Dziedzic K, Croft P. A pragmatic randomised controlled trial of local corticosteroid injection and physiotherapy for the treatment of new episodes of unilateral shoulder pain in primary care. Ann Rheum Dis. 2003;62(5):394–9.CrossRefPubMedPubMedCentral Hay E, Thomas E, Paterson S, Dziedzic K, Croft P. A pragmatic randomised controlled trial of local corticosteroid injection and physiotherapy for the treatment of new episodes of unilateral shoulder pain in primary care. Ann Rheum Dis. 2003;62(5):394–9.CrossRefPubMedPubMedCentral
15.
go back to reference Jordan KJ, Dunn KM, Lewis M, Croft P. A minimal clinically important difference was derived for the Roland-Morris Disability Questionnaire for low back pain. J Clin Epi. 2006;59:45–52.CrossRef Jordan KJ, Dunn KM, Lewis M, Croft P. A minimal clinically important difference was derived for the Roland-Morris Disability Questionnaire for low back pain. J Clin Epi. 2006;59:45–52.CrossRef
16.
go back to reference van der Windt DAWM, van der Heijden GJMG, de Winter AF, Koes BW, Devillé W, Bouter LM. The responsiveness of the Shoulder Disability Questionnaire. Ann Rheum Dis. 1998;57:82–7.CrossRefPubMedPubMedCentral van der Windt DAWM, van der Heijden GJMG, de Winter AF, Koes BW, Devillé W, Bouter LM. The responsiveness of the Shoulder Disability Questionnaire. Ann Rheum Dis. 1998;57:82–7.CrossRefPubMedPubMedCentral
17.
18.
go back to reference Cleves MA. From the help desk: Comparing areas under the receiver operating characteristic curves from two or more probit or logit models. Stata J. 2002;2(3):301–13. Cleves MA. From the help desk: Comparing areas under the receiver operating characteristic curves from two or more probit or logit models. Stata J. 2002;2(3):301–13.
19.
go back to reference van der Windt DAWM, Koes B, Boeke AJP, Devillé W, de Jong BA, Bouter LM. Shoulder disorders in general practice: prognostic indicators of outcome. Br J Gen Pract. 1996;46:519–23.PubMedPubMedCentral van der Windt DAWM, Koes B, Boeke AJP, Devillé W, de Jong BA, Bouter LM. Shoulder disorders in general practice: prognostic indicators of outcome. Br J Gen Pract. 1996;46:519–23.PubMedPubMedCentral
20.
go back to reference Kuijpers T, van der Windt DAWM, Boeke AJP, Twisk JWR, Vergouwe Y, Bouter LM, van der Heijden GJMG. Clinical prediction rules for the prognosis of shoulder pain in general practice. Pain. 2006;120:276–85.CrossRefPubMed Kuijpers T, van der Windt DAWM, Boeke AJP, Twisk JWR, Vergouwe Y, Bouter LM, van der Heijden GJMG. Clinical prediction rules for the prognosis of shoulder pain in general practice. Pain. 2006;120:276–85.CrossRefPubMed
21.
go back to reference Field A. Discovering statistics. London: Sage; 2009. Field A. Discovering statistics. London: Sage; 2009.
22.
go back to reference Dunn KM, Croft PR. The importance of symptom duration in determining prognosis. Pain. 2006;121:126–32.CrossRefPubMed Dunn KM, Croft PR. The importance of symptom duration in determining prognosis. Pain. 2006;121:126–32.CrossRefPubMed
23.
go back to reference Swinkels-Meewisse IEJ, Roelofs J, Schouten EGW, Verbeek ALM, Oostendorp RAB, Vlaeyen JWS. Fear of movement/(re)injury predicting chronic disabling low back pain: A prospective inception cohort study. Spine. 2006;31(6):658–64.CrossRefPubMed Swinkels-Meewisse IEJ, Roelofs J, Schouten EGW, Verbeek ALM, Oostendorp RAB, Vlaeyen JWS. Fear of movement/(re)injury predicting chronic disabling low back pain: A prospective inception cohort study. Spine. 2006;31(6):658–64.CrossRefPubMed
24.
go back to reference Hill JC, Whitehurst DGT, Lewis M, Bryan S, Dunn KM, Foster NE, Konstantinou K, Main CJ, Mason E, Somerville S, Sowden G, Vohora K, Hay EM. Comparison of stratified primary care management for low back pain with current best practice (STarT Back): A randomised controlled trial. Lancet. 2011;378:1560–71.CrossRefPubMedPubMedCentral Hill JC, Whitehurst DGT, Lewis M, Bryan S, Dunn KM, Foster NE, Konstantinou K, Main CJ, Mason E, Somerville S, Sowden G, Vohora K, Hay EM. Comparison of stratified primary care management for low back pain with current best practice (STarT Back): A randomised controlled trial. Lancet. 2011;378:1560–71.CrossRefPubMedPubMedCentral
25.
go back to reference Hill JC, Dunn KM, Lewis M, Mullis R, Main CJ, Foster NE, Hay EM. A primary care back pain screening tool: Identifying patient subgroups for initial treatment. Arthritis Rheum. 2008;59(5):632–41.CrossRefPubMed Hill JC, Dunn KM, Lewis M, Mullis R, Main CJ, Foster NE, Hay EM. A primary care back pain screening tool: Identifying patient subgroups for initial treatment. Arthritis Rheum. 2008;59(5):632–41.CrossRefPubMed
26.
go back to reference Morsø L, Kent P, Albert HB, Hill JC, Kongsted A, Manniche C. The predictive and external validity of the STarT Back Tool in Danish primary care. Eur Spine J. 2013;22:1859–67.CrossRefPubMedPubMedCentral Morsø L, Kent P, Albert HB, Hill JC, Kongsted A, Manniche C. The predictive and external validity of the STarT Back Tool in Danish primary care. Eur Spine J. 2013;22:1859–67.CrossRefPubMedPubMedCentral
27.
go back to reference Kent PM, Keating JL. Can we predict poor recovery from recent-onset nonspecific low back pain? A systematic review. Man Ther. 2008;13(1):12–28.CrossRefPubMed Kent PM, Keating JL. Can we predict poor recovery from recent-onset nonspecific low back pain? A systematic review. Man Ther. 2008;13(1):12–28.CrossRefPubMed
28.
go back to reference Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49(12):1373–9.CrossRefPubMed Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR. A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49(12):1373–9.CrossRefPubMed
29.
go back to reference Henschke N, Ostelo RWJG, Terwee CB, van der Windt DAWM. Identifying generic predictors of outcome in patients presenting to primary care with nonspinal musculoskeletal pain. Arthrit Care Res. 2012;64(8):1217–24. Henschke N, Ostelo RWJG, Terwee CB, van der Windt DAWM. Identifying generic predictors of outcome in patients presenting to primary care with nonspinal musculoskeletal pain. Arthrit Care Res. 2012;64(8):1217–24.
30.
go back to reference Artus M, Campbell P, Mallen CD, Dunn KM, van der Windt DAW. Generic prognostic factors for musculoskeletal pain in primary care: A systematic review. BMJ Open. 2017;7:e012901.CrossRefPubMedPubMedCentral Artus M, Campbell P, Mallen CD, Dunn KM, van der Windt DAW. Generic prognostic factors for musculoskeletal pain in primary care: A systematic review. BMJ Open. 2017;7:e012901.CrossRefPubMedPubMedCentral
31.
go back to reference Mallen CD, Thomas E, Belcher J, Rathod T, Croft P, Peat G. Point-of-care prognosis for common musculoskeletal pain in older adults. JAMA Int Med. 2013;173(12):1119–25.CrossRef Mallen CD, Thomas E, Belcher J, Rathod T, Croft P, Peat G. Point-of-care prognosis for common musculoskeletal pain in older adults. JAMA Int Med. 2013;173(12):1119–25.CrossRef
Metadata
Title
Brief pain re-assessment provided more accurate prognosis than baseline information for low-back or shoulder pain
Authors
G. Mansell
K. P. Jordan
G. M. Peat
K. M. Dunn
D. Lasserson
T. Kuijpers
I. Swinkels-Meewisse
D. A. W. M. van der Windt
Publication date
01-12-2017
Publisher
BioMed Central
Published in
BMC Musculoskeletal Disorders / Issue 1/2017
Electronic ISSN: 1471-2474
DOI
https://doi.org/10.1186/s12891-017-1502-8

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