Literature DB >> 17689811

Good generalizability of a prediction rule for prediction of persistent shoulder pain in the short term.

Ton Kuijpers1, Geert J M G van der Heijden, Yvonne Vergouwe, Jos W R Twisk, A Joan P Boeke, Lex M Bouter, Daniëlle A W M van der Windt.   

Abstract

OBJECTIVE: To evaluate the generalizability of recently developed clinical prediction rules for the prognosis of shoulder pain in general practice. STUDY DESIGN AND
SETTING: A large research program, consisting of a prognostic cohort study and three randomized controlled trials with 6 months follow-up, was carried out in The Netherlands. The clinical prediction rules were derived from the results of the prognostic cohort study (n=587). The main outcome measure was persistent symptoms at 6 weeks or 6 months. The control groups of the trials who received usual care were merged (n=212), and used to validate the prediction rules by studying calibration and discrimination.
RESULTS: The prediction rule for short-term outcome showed reasonable calibration and discriminative ability in this validation cohort. The area under the receiver operating characteristic curve (AUC) was 0.72 compared to 0.74 in the derivation cohort. The prediction rule for long-term outcome performed less well. Discriminative ability (AUC) decreased to 0.56 in the validation cohort compared to 0.67 in the derivation cohort.
CONCLUSION: The prediction rule for the short-term (6 weeks) prognosis showed good generalizability. The prediction rule for the long-term prognosis showed poor generalizability.

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Year:  2007        PMID: 17689811     DOI: 10.1016/j.jclinepi.2006.11.015

Source DB:  PubMed          Journal:  J Clin Epidemiol        ISSN: 0895-4356            Impact factor:   6.437


  6 in total

Review 1.  Traditional statistical methods for evaluating prediction models are uninformative as to clinical value: towards a decision analytic framework.

Authors:  Andrew J Vickers; Angel M Cronin
Journal:  Semin Oncol       Date:  2010-02       Impact factor: 4.929

Review 2.  Clinical prediction rules for physical therapy interventions: a systematic review.

Authors:  Jason M Beneciuk; Mark D Bishop; Steven Z George
Journal:  Phys Ther       Date:  2008-12-18

3.  Potential pitfalls of clinical prediction rules.

Authors:  Chad E Cook
Journal:  J Man Manip Ther       Date:  2008

4.  Clinical, socio-demographic and radiological predictors of short-term outcome in rotator cuff disease.

Authors:  Ole M Ekeberg; Erik Bautz-Holter; Niels G Juel; Kaia Engebretsen; Synnøve Kvalheim; Jens I Brox
Journal:  BMC Musculoskelet Disord       Date:  2010-10-15       Impact factor: 2.362

5.  Predictors of shoulder pain and disability index (SPADI) and work status after 1 year in patients with subacromial shoulder pain.

Authors:  Kaia Engebretsen; Margreth Grotle; Erik Bautz-Holter; Ole Marius Ekeberg; Jens Ivar Brox
Journal:  BMC Musculoskelet Disord       Date:  2010-09-23       Impact factor: 2.362

6.  The search for stable prognostic models in multiple imputed data sets.

Authors:  David Vergouw; Martijn W Heymans; George M Peat; Ton Kuijpers; Peter R Croft; Henrica C W de Vet; Henriëtte E van der Horst; Daniëlle A W M van der Windt
Journal:  BMC Med Res Methodol       Date:  2010-09-17       Impact factor: 4.615

  6 in total

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