Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2015

Open Access 01-12-2015 | Research

Validation of the Questionnaire to Identify Knee Symptoms (QuIKS) using Rasch analysis

Authors: Clayon B. Hamilton, Monica R. Maly, J. Robert Giffin, Jessica M. Clark, Mark Speechley, Robert J. Petrella, Bert M. Chesworth

Published in: Health and Quality of Life Outcomes | Issue 1/2015

Login to get access

Abstract

Background

The Questionnaire to Identify Knee Symptoms (QuIKS) was recently developed to promote activity by screening for experiences related to early symptoms in people with emergent chronic knee pain problems, such as osteoarthritis (OA) – like knee pain. The main purpose of the current study was to evaluate measurement properties of the QuIKS using Rasch analysis in a sample of people with knee symptoms consistent with symptomatic knee OA.

Method

This study used cross-sectional data. The sample was 200 subjects along the following knee health continuum: pain-free healthy knees (n = 55) from a university community, knee pain with no knee OA diagnosis (n = 111) from a university-affiliated medical clinic, and patients with surgeon-diagnosed symptomatic knee OA awaiting high tibial osteotomy (n = 34) from a sports medicine surgical clinic. The 13-item QuIKS was evaluated for its factor structure, item- and person-fit, item’s category response structure, differential item functioning by sex and obesity status, local item dependency, unidimensionality, and test precision. Subsequently, the QuIKS underwent known-groups analysis and convergent validity with the Knee injury and Osteoarthritis Outcome Score (KOOS).

Results

In the QuIKS, each item’s category response structure was modified. No differential item functioning was observed. Local item dependency informed the formation of four testlets. This refined QuIKS obtained summary fit to the Rasch measurement model, unidimensionality, reliability (person separation index = 0.82), and interval-level scoring. Subsequently, the Rasch-validated QuIKS (QuIKS-R) demonstrated excellent known-groups validity and good convergent validity with the KOOS (Spearman’s rho = 0.45 to 0.77).

Conclusions

The QuIKS-R provides interval-level quantification of knee symptoms-related experiences in people with knee symptoms consistent with symptomatic knee OA. Its scores might be useful for clinicians for promoting activity in individuals with early symptoms consistent with symptomatic knee OA.
Appendix
Available only for authorised users
Literature
2.
go back to reference Weinstein AM, Rome BN, Reichmann WM, Collins JE, Burbine SA, Thornhill TS, et al. Estimating the burden of total knee replacement in the United States. J Bone Joint Surg Am. 2013;95:385–92.PubMedCentralCrossRefPubMed Weinstein AM, Rome BN, Reichmann WM, Collins JE, Burbine SA, Thornhill TS, et al. Estimating the burden of total knee replacement in the United States. J Bone Joint Surg Am. 2013;95:385–92.PubMedCentralCrossRefPubMed
3.
go back to reference Losina E, Weinstein AM, Reichmann WM, Burbine SA, Solomon DH, Daigle ME, et al. Lifetime risk and age at diagnosis of symptomatic knee osteoarthritis in the US. Arthritis Care Res. 2013;65:703–11.CrossRef Losina E, Weinstein AM, Reichmann WM, Burbine SA, Solomon DH, Daigle ME, et al. Lifetime risk and age at diagnosis of symptomatic knee osteoarthritis in the US. Arthritis Care Res. 2013;65:703–11.CrossRef
4.
go back to reference Wang TJ, Chern HL, Chiou YE. A theoretical model for preventing osteoarthritis-related disability. Rehabil Nurs. 2005;30:62–7.CrossRefPubMed Wang TJ, Chern HL, Chiou YE. A theoretical model for preventing osteoarthritis-related disability. Rehabil Nurs. 2005;30:62–7.CrossRefPubMed
5.
go back to reference Maly MR, Cott CA. Being careful: a grounded theory of emergent chronic knee problems. Arthritis Rheum. 2009;61:937–43.CrossRefPubMed Maly MR, Cott CA. Being careful: a grounded theory of emergent chronic knee problems. Arthritis Rheum. 2009;61:937–43.CrossRefPubMed
6.
go back to reference Mackay C, Badley EM, Jaglal SB, Sale J, Davis AM. “We’re All looking for solutions”: A qualitative study of the management of knee symptoms. Arthritis Care Res. 2014;66:1033–40.CrossRef Mackay C, Badley EM, Jaglal SB, Sale J, Davis AM. “We’re All looking for solutions”: A qualitative study of the management of knee symptoms. Arthritis Care Res. 2014;66:1033–40.CrossRef
7.
go back to reference Kao MH, Tsai YF. Illness experiences in middle-aged adults with early-stage knee osteoarthritis: findings from a qualitative study. J Adv Nurs. 2013;70:1564–72.CrossRefPubMed Kao MH, Tsai YF. Illness experiences in middle-aged adults with early-stage knee osteoarthritis: findings from a qualitative study. J Adv Nurs. 2013;70:1564–72.CrossRefPubMed
8.
go back to reference Dekker J, Boot B, van der Woude LH, Bijlsma JW. Pain and disability in osteoarthritis: a review of biobehavioral mechanisms. J Behav Med. 1992;15:189–214.CrossRefPubMed Dekker J, Boot B, van der Woude LH, Bijlsma JW. Pain and disability in osteoarthritis: a review of biobehavioral mechanisms. J Behav Med. 1992;15:189–214.CrossRefPubMed
9.
go back to reference Clark JM, Chesworth BM, Speechley M, Petrella RJ, Maly MR. Questionnaire to identify knee symptoms: development of a tool to identify early experiences consistent with knee osteoarthritis. Phys Ther. 2014;94:111–20.CrossRefPubMed Clark JM, Chesworth BM, Speechley M, Petrella RJ, Maly MR. Questionnaire to identify knee symptoms: development of a tool to identify early experiences consistent with knee osteoarthritis. Phys Ther. 2014;94:111–20.CrossRefPubMed
10.
go back to reference Velozo CA, Seel RT, Magasi S, Heinemann AW, Romero S. Improving measurement methods in rehabilitation: core concepts and recommendations for scale development. Arch Phys Med Rehabil. 2012;93:S154–63.CrossRefPubMed Velozo CA, Seel RT, Magasi S, Heinemann AW, Romero S. Improving measurement methods in rehabilitation: core concepts and recommendations for scale development. Arch Phys Med Rehabil. 2012;93:S154–63.CrossRefPubMed
11.
go back to reference Karabatsos G. The Rasch model, additive conjoint measurement, and new models of probabilistic measurement theory. J Appl Meas. 2001;2:389–423.PubMed Karabatsos G. The Rasch model, additive conjoint measurement, and new models of probabilistic measurement theory. J Appl Meas. 2001;2:389–423.PubMed
12.
go back to reference Andrich D. Rasch models for measurement. Newbury Park: Sage Publications; 1988. Andrich D. Rasch models for measurement. Newbury Park: Sage Publications; 1988.
13.
go back to reference Cheng Y-Y, Wang W-C, Ho Y-H. Multidimensional Rasch analysis of a psychological test with multiple subtests. Educ Psychol Meas. 2009;69:369–88.CrossRef Cheng Y-Y, Wang W-C, Ho Y-H. Multidimensional Rasch analysis of a psychological test with multiple subtests. Educ Psychol Meas. 2009;69:369–88.CrossRef
14.
go back to reference Huang H-Y, Wang W-C. Higher order testlet response models for hierarchical latent traits and testlet-based items. Educ Psychol Meas. 2013;73:491–511.CrossRef Huang H-Y, Wang W-C. Higher order testlet response models for hierarchical latent traits and testlet-based items. Educ Psychol Meas. 2013;73:491–511.CrossRef
16.
go back to reference Roos EM, Roos HP, Lohmander LS, Ekdahl C, Beynnon BD. Knee injury and Osteoarthritis Outcome Score (KOOS)--development of a self-administered outcome measure. J Orthop Sports Phys Ther. 1998;28:88–96.CrossRefPubMed Roos EM, Roos HP, Lohmander LS, Ekdahl C, Beynnon BD. Knee injury and Osteoarthritis Outcome Score (KOOS)--development of a self-administered outcome measure. J Orthop Sports Phys Ther. 1998;28:88–96.CrossRefPubMed
17.
go back to reference Roos EM, Lohmander LS. The Knee injury and Osteoarthritis Outcome Score (KOOS): from joint injury to osteoarthritis. Health Qual Life Outcomes. 2003;1:64.PubMedCentralCrossRefPubMed Roos EM, Lohmander LS. The Knee injury and Osteoarthritis Outcome Score (KOOS): from joint injury to osteoarthritis. Health Qual Life Outcomes. 2003;1:64.PubMedCentralCrossRefPubMed
18.
go back to reference Peer MA, Lane J. The Knee Injury and Osteoarthritis Outcome Score (KOOS): a review of its psychometric properties in people undergoing total knee arthroplasty. J Orthop Sports Phys Ther. 2013;43:20–8.CrossRefPubMed Peer MA, Lane J. The Knee Injury and Osteoarthritis Outcome Score (KOOS): a review of its psychometric properties in people undergoing total knee arthroplasty. J Orthop Sports Phys Ther. 2013;43:20–8.CrossRefPubMed
19.
go back to reference Tennant A, Pallant J. Unidimensionality matters! (A tale of two Smiths?). Rasch Meas Trans. 2006;20:4. Tennant A, Pallant J. Unidimensionality matters! (A tale of two Smiths?). Rasch Meas Trans. 2006;20:4.
20.
go back to reference O’Connor BP. SPSS and SAS programs for determining the number of components using parallel analysis and velicer’s MAP test. Behav Res Methods Instrum Comput. 2000;32:396–402.CrossRefPubMed O’Connor BP. SPSS and SAS programs for determining the number of components using parallel analysis and velicer’s MAP test. Behav Res Methods Instrum Comput. 2000;32:396–402.CrossRefPubMed
21.
go back to reference Costello A, Osborne J. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pract Assess Res Eval. 2005;10:1. Costello A, Osborne J. Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pract Assess Res Eval. 2005;10:1.
22.
go back to reference Larsen R, Warne RT. Estimating confidence intervals for eigenvalues in exploratory factor analysis. Behav Res Methods. 2010;42:871–6.CrossRefPubMed Larsen R, Warne RT. Estimating confidence intervals for eigenvalues in exploratory factor analysis. Behav Res Methods. 2010;42:871–6.CrossRefPubMed
23.
go back to reference Kurtais Y, Oztuna D, Kucukdeveci AA, Kutlay S, Hafiz M, Tennant A. Reliability, construct validity and measurement potential of the ICF comprehensive core set for osteoarthritis. BMC Musculoskelet Disord. 2011;12:12.CrossRef Kurtais Y, Oztuna D, Kucukdeveci AA, Kutlay S, Hafiz M, Tennant A. Reliability, construct validity and measurement potential of the ICF comprehensive core set for osteoarthritis. BMC Musculoskelet Disord. 2011;12:12.CrossRef
24.
go back to reference Tennant A, Conaghan PG. The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Rheum. 2007;57:1358–62.CrossRefPubMed Tennant A, Conaghan PG. The Rasch measurement model in rheumatology: what is it and why use it? When should it be applied, and what should one look for in a Rasch paper? Arthritis Rheum. 2007;57:1358–62.CrossRefPubMed
25.
go back to reference Linacre JM. Sample size and item calibration stability. Rasch Meas Trans. 1994;7:328. Linacre JM. Sample size and item calibration stability. Rasch Meas Trans. 1994;7:328.
26.
go back to reference Masters G. A rasch model for partial credit scoring. Psychometrika. 1982;47:149–74.CrossRef Masters G. A rasch model for partial credit scoring. Psychometrika. 1982;47:149–74.CrossRef
27.
go back to reference Marais I, Andrich D. Formalizing dimension and response violations of local independence in the unidimensional Rasch model. J Appl Meas. 2008;9:200–15.PubMed Marais I, Andrich D. Formalizing dimension and response violations of local independence in the unidimensional Rasch model. J Appl Meas. 2008;9:200–15.PubMed
28.
go back to reference Walton DM, Wideman TH, Sullivan MJ. A Rasch analysis of the pain catastrophizing scale supports its use as an interval-level measure. Clin J Pain. 2013;29:499–506.CrossRefPubMed Walton DM, Wideman TH, Sullivan MJ. A Rasch analysis of the pain catastrophizing scale supports its use as an interval-level measure. Clin J Pain. 2013;29:499–506.CrossRefPubMed
29.
go back to reference Smith Jr EV. Detecting and evaluating the impact of multidimensionality using item fit statistics and principal component analysis of residuals. J Appl Meas. 2002;3:205–31.PubMed Smith Jr EV. Detecting and evaluating the impact of multidimensionality using item fit statistics and principal component analysis of residuals. J Appl Meas. 2002;3:205–31.PubMed
30.
go back to reference Fisher Jr WP. Reliability, separation, strata statistics. Rasch Meas Trans. 1992;6:238. Fisher Jr WP. Reliability, separation, strata statistics. Rasch Meas Trans. 1992;6:238.
31.
go back to reference Terwee CB, Bot SD, de Boer MR, van der Windt DA, Knol DL, Dekker J, et al. Quality criteria were proposed for measurement properties of health status questionnaires. J Clin Epidemiol. 2007;60:34–42.CrossRefPubMed Terwee CB, Bot SD, de Boer MR, van der Windt DA, Knol DL, Dekker J, et al. Quality criteria were proposed for measurement properties of health status questionnaires. J Clin Epidemiol. 2007;60:34–42.CrossRefPubMed
32.
go back to reference Hamilton CB, Chesworth BM. A Rasch-validated version of the upper extremity functional index for interval-level measurement of upper extremity function. Phys Ther. 2013;93:1507–19.PubMedCentralCrossRefPubMed Hamilton CB, Chesworth BM. A Rasch-validated version of the upper extremity functional index for interval-level measurement of upper extremity function. Phys Ther. 2013;93:1507–19.PubMedCentralCrossRefPubMed
33.
go back to reference Muthén LK, Muthén BO. Mplus User’s guide. 7th ed. Los Angeles, CA: Muthén & Muthén; 2012. Muthén LK, Muthén BO. Mplus User’s guide. 7th ed. Los Angeles, CA: Muthén & Muthén; 2012.
34.
go back to reference Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.CrossRef Hu L, Bentler PM. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Struct Equ Model. 1999;6:1–55.CrossRef
35.
go back to reference Kastenbaum MA, Hoel DG, Bowman KO. Sample size requirements: one-way analysis of variance. Biometrika. 1970;57:421–30.CrossRef Kastenbaum MA, Hoel DG, Bowman KO. Sample size requirements: one-way analysis of variance. Biometrika. 1970;57:421–30.CrossRef
36.
go back to reference Fritz J, Janssen P, Gaissmaier C, Schewe B, Weise K. Articular cartilage defects in the knee--basics, therapies and results. Injury. 2008;39:S50–7.CrossRefPubMed Fritz J, Janssen P, Gaissmaier C, Schewe B, Weise K. Articular cartilage defects in the knee--basics, therapies and results. Injury. 2008;39:S50–7.CrossRefPubMed
37.
go back to reference Ferguson CJ. An effect size primer: a guide for clinicians and researchers. Prof Psychol Res Pract. 2009;40:532–8.CrossRef Ferguson CJ. An effect size primer: a guide for clinicians and researchers. Prof Psychol Res Pract. 2009;40:532–8.CrossRef
38.
go back to reference Nakagawa S, Cuthill IC. Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc. 2007;82:591–605.CrossRefPubMed Nakagawa S, Cuthill IC. Effect size, confidence interval and statistical significance: a practical guide for biologists. Biol Rev Camb Philos Soc. 2007;82:591–605.CrossRefPubMed
39.
go back to reference Guyatt GH, Norman GR, Juniper EF, Griffith LE. A critical look at transition ratings. J Clin Epidemiol. 2002;55:900–8.CrossRefPubMed Guyatt GH, Norman GR, Juniper EF, Griffith LE. A critical look at transition ratings. J Clin Epidemiol. 2002;55:900–8.CrossRefPubMed
40.
go back to reference Bonett D, Wright T. Sample size requirements for estimating pearson, kendall and spearman correlations. Psychometrika. 2000;65:23–8.CrossRef Bonett D, Wright T. Sample size requirements for estimating pearson, kendall and spearman correlations. Psychometrika. 2000;65:23–8.CrossRef
41.
go back to reference Sirri L, Fava GA, Sonino N. The unifying concept of illness behavior. Psychother Psychosom. 2013;82:74–81.CrossRefPubMed Sirri L, Fava GA, Sonino N. The unifying concept of illness behavior. Psychother Psychosom. 2013;82:74–81.CrossRefPubMed
42.
go back to reference Prior KN, Bond MJ. Somatic symptom disorders and illness behaviour: current perspectives. Int Rev Psychiatry. 2013;25:5–18.CrossRefPubMed Prior KN, Bond MJ. Somatic symptom disorders and illness behaviour: current perspectives. Int Rev Psychiatry. 2013;25:5–18.CrossRefPubMed
43.
go back to reference Streiner DL, Norman GR, Cairney J. Health measurement scales: a practical guide to their development and use. Oxford, United Kingdom: Oxford University Press; 2015. Streiner DL, Norman GR, Cairney J. Health measurement scales: a practical guide to their development and use. Oxford, United Kingdom: Oxford University Press; 2015.
44.
go back to reference Garland R. The mid-point on a rating scale: Is it desirable. Mark Bull. 1991;2:66–70. Garland R. The mid-point on a rating scale: Is it desirable. Mark Bull. 1991;2:66–70.
46.
go back to reference Baltes PB, Baltes MM. Psychological perspectives on successful aging: the model of selective optimization with compensation. In: Baltes PB, Baltes MM, editors. Successful aging: perspectives from the behavioral sciences. Cambridge, England: Cambridge University; 1990. p. 1–34.CrossRef Baltes PB, Baltes MM. Psychological perspectives on successful aging: the model of selective optimization with compensation. In: Baltes PB, Baltes MM, editors. Successful aging: perspectives from the behavioral sciences. Cambridge, England: Cambridge University; 1990. p. 1–34.CrossRef
47.
go back to reference Gignac MA, Cott C, Badley EM. Adaptation to disability: applying selective optimization with compensation to the behaviors of older adults with osteoarthritis. Psychol Aging. 2002;17:520–4.CrossRefPubMed Gignac MA, Cott C, Badley EM. Adaptation to disability: applying selective optimization with compensation to the behaviors of older adults with osteoarthritis. Psychol Aging. 2002;17:520–4.CrossRefPubMed
48.
go back to reference Paradowski PT, Bergman S, Sunden-Lundius A, Lohmander LS, Roos EM. Knee complaints vary with age and gender in the adult population. Population-based reference data for the Knee injury and Osteoarthritis Outcome Score (KOOS). BMC Musculoskelet Disord. 2006;7:38.PubMedCentralCrossRefPubMed Paradowski PT, Bergman S, Sunden-Lundius A, Lohmander LS, Roos EM. Knee complaints vary with age and gender in the adult population. Population-based reference data for the Knee injury and Osteoarthritis Outcome Score (KOOS). BMC Musculoskelet Disord. 2006;7:38.PubMedCentralCrossRefPubMed
49.
go back to reference Sischek EL, Birmingham TB, Leitch KM, Martin R, Willits K, Giffin JR. Staged medial opening wedge high tibial osteotomy for bilateral varus gonarthrosis: biomechanical and clinical outcomes. Knee Surg Sports Traumatol Arthrosc. 2014;22:2672–81.CrossRefPubMed Sischek EL, Birmingham TB, Leitch KM, Martin R, Willits K, Giffin JR. Staged medial opening wedge high tibial osteotomy for bilateral varus gonarthrosis: biomechanical and clinical outcomes. Knee Surg Sports Traumatol Arthrosc. 2014;22:2672–81.CrossRefPubMed
50.
go back to reference Guillemin F, Rat AC, Mazieres B, Pouchot J, Fautrel B, Euller-Ziegler L, et al. Prevalence of symptomatic hip and knee osteoarthritis: a two-phase population-based survey. Osteoarthr Cartil. 2011;19:1314–22.CrossRefPubMed Guillemin F, Rat AC, Mazieres B, Pouchot J, Fautrel B, Euller-Ziegler L, et al. Prevalence of symptomatic hip and knee osteoarthritis: a two-phase population-based survey. Osteoarthr Cartil. 2011;19:1314–22.CrossRefPubMed
Metadata
Title
Validation of the Questionnaire to Identify Knee Symptoms (QuIKS) using Rasch analysis
Authors
Clayon B. Hamilton
Monica R. Maly
J. Robert Giffin
Jessica M. Clark
Mark Speechley
Robert J. Petrella
Bert M. Chesworth
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2015
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/s12955-015-0358-6

Other articles of this Issue 1/2015

Health and Quality of Life Outcomes 1/2015 Go to the issue