Skip to main content
Top
Published in: Health and Quality of Life Outcomes 1/2013

Open Access 01-12-2013 | Research

Development and evaluation of a crosswalk between the SF-36 physical functioning scale and Health Assessment Questionnaire disability index in rheumatoid arthritis

Authors: Peter M ten Klooster, Martijn AH Oude Voshaar, Barbara Gandek, Matthias Rose, Jakob B Bjorner, Erik Taal, Cees AW Glas, Piet LCM van Riel, Mart AFJ van de Laar

Published in: Health and Quality of Life Outcomes | Issue 1/2013

Login to get access

Abstract

Background

The SF-36 physical functioning scale (PF-10) and the Health Assessment Questionnaire disability index (HAQ-DI) are the most frequently used instruments for measuring self-reported physical function in rheumatoid arthritis (RA). The objective of this study was to develop a crosswalk between scores on the PF-10 and HAQ-DI in RA.

Methods

Item response theory (IRT) methods were used to co-calibrate both scales using data from 1791 RA patients. The appropriateness of a Rasch-based crosswalk was evaluated by comparing it with crosswalks based on a two-parameter and a multi-dimensional IRT model. The accuracy of the final crosswalk was cross-validated using baseline (n = 532) and 6-month follow-up (n = 276) data from an independent cohort of early RA patients.

Results

The PF-10 and HAQ-DI adequately fit a unidimensional Rasch model. Both scales measured a wide range of functioning, although the HAQ-DI tended to better target lower levels of functioning. The Rasch-based crosswalk performed similarly to crosswalks based on the two-parameter and multidimensional IRT models. Agreement between predicted and observed scale scores in the cross-validation sample was acceptable for group-level comparisons. The longitudinal validity in discriminating between disease response states was similar between observed and predicted scores.

Conclusion

The crosswalk developed in this study allows for converting scores from one scale to the other and can be used for group-level analyses in patients with RA.
Appendix
Available only for authorised users
Literature
1.
go back to reference Stewart AL, Kamberg CJ: Physical functioning measures. In Measuring functioning and well-being. Edited by: Stewart AL, Ware JEJr. Durham, NC: Duke University Press; 1992:86–101. Stewart AL, Kamberg CJ: Physical functioning measures. In Measuring functioning and well-being. Edited by: Stewart AL, Ware JEJr. Durham, NC: Duke University Press; 1992:86–101.
2.
go back to reference Ware JE Jr, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care 1992, 30: 473–483. 10.1097/00005650-199206000-00002PubMedCrossRef Ware JE Jr, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care 1992, 30: 473–483. 10.1097/00005650-199206000-00002PubMedCrossRef
3.
go back to reference Fries JF, Spitz P, Kraines RG, Holman HR: Measurement of patient outcome in arthritis. Arthritis Rheum 1980, 23: 137–145. 10.1002/art.1780230202PubMedCrossRef Fries JF, Spitz P, Kraines RG, Holman HR: Measurement of patient outcome in arthritis. Arthritis Rheum 1980, 23: 137–145. 10.1002/art.1780230202PubMedCrossRef
4.
go back to reference Fries JF, Spitz PW, Young DY: The dimensions of health outcomes: the Health Assessment Questionnaire, disability and pain scales. J Rheumatol 1982, 9: 789–793.PubMed Fries JF, Spitz PW, Young DY: The dimensions of health outcomes: the Health Assessment Questionnaire, disability and pain scales. J Rheumatol 1982, 9: 789–793.PubMed
5.
go back to reference Bruce B, Fries JF: The Health Assessment Questionnaire (HAQ). Clin Exp Rheumatol 2005, 23: S14-S18.PubMed Bruce B, Fries JF: The Health Assessment Questionnaire (HAQ). Clin Exp Rheumatol 2005, 23: S14-S18.PubMed
6.
go back to reference Oude Voshaar MA, ten Klooster PM, Taal E, van de Laar MA: Measurement properties of physical function scales validated for use in patients with rheumatoid arthritis: a systematic review of the literature. Health Qual Life Outcomes 2011, 9: 99. 10.1186/1477-7525-9-99PubMedCentralPubMedCrossRef Oude Voshaar MA, ten Klooster PM, Taal E, van de Laar MA: Measurement properties of physical function scales validated for use in patients with rheumatoid arthritis: a systematic review of the literature. Health Qual Life Outcomes 2011, 9: 99. 10.1186/1477-7525-9-99PubMedCentralPubMedCrossRef
7.
go back to reference Boers M, Tugwell P, Felson DT, van Riel PL, Kirwan JR, Edmonds JP, Smolen JS, Khaltaev N, Muirden KD: World health organization and international league of associations for rheumatology core endpoints for symptom modifying antirheumatic drugs in rheumatoid arthritis clinical trials. J Rheumatol 1994, 21: 86–89. Boers M, Tugwell P, Felson DT, van Riel PL, Kirwan JR, Edmonds JP, Smolen JS, Khaltaev N, Muirden KD: World health organization and international league of associations for rheumatology core endpoints for symptom modifying antirheumatic drugs in rheumatoid arthritis clinical trials. J Rheumatol 1994, 21: 86–89.
8.
go back to reference Wolfe F, Lassere M, van der Heijde D, Stucki G, Suarez-Almazor M, Pincus T, Eberhardt K, Kvien TK, Symmons D, Silman A, et al.: Preliminary core set of domains and reporting requirements for longitudinal observational studies in rheumatology. J Rheumatol 1999, 26: 484–489.PubMed Wolfe F, Lassere M, van der Heijde D, Stucki G, Suarez-Almazor M, Pincus T, Eberhardt K, Kvien TK, Symmons D, Silman A, et al.: Preliminary core set of domains and reporting requirements for longitudinal observational studies in rheumatology. J Rheumatol 1999, 26: 484–489.PubMed
9.
go back to reference Kalyoncu U, Dougados M, Daures JP, Gossec L: Reporting of patient-reported outcomes in recent trials in rheumatoid arthritis: a systematic literature review. Ann Rheum Dis 2009, 68: 183–190. 10.1136/ard.2007.084848PubMedCrossRef Kalyoncu U, Dougados M, Daures JP, Gossec L: Reporting of patient-reported outcomes in recent trials in rheumatoid arthritis: a systematic literature review. Ann Rheum Dis 2009, 68: 183–190. 10.1136/ard.2007.084848PubMedCrossRef
10.
go back to reference Kirkham JJ, Boers M, Tugwell P, Clarke M, Williamson PR: Outcome measures in rheumatoid arthritis randomised trials over the last 50 years. Trials 2013, 14: 324. 10.1186/1745-6215-14-324PubMedCentralPubMedCrossRef Kirkham JJ, Boers M, Tugwell P, Clarke M, Williamson PR: Outcome measures in rheumatoid arthritis randomised trials over the last 50 years. Trials 2013, 14: 324. 10.1186/1745-6215-14-324PubMedCentralPubMedCrossRef
11.
go back to reference Dorans NJ: Linking scores from multiple health outcome instruments. Qual Life Res 2007, 16: 85–94. 10.1007/s11136-006-9155-3PubMedCrossRef Dorans NJ: Linking scores from multiple health outcome instruments. Qual Life Res 2007, 16: 85–94. 10.1007/s11136-006-9155-3PubMedCrossRef
12.
go back to reference Lim RL: Linking results of distinct assessments. Appl Meas Educ 1993, 6: 83–102. 10.1207/s15324818ame0601_5CrossRef Lim RL: Linking results of distinct assessments. Appl Meas Educ 1993, 6: 83–102. 10.1207/s15324818ame0601_5CrossRef
13.
go back to reference Chang CH, Reeve BB: Item response theory and its applications to patient-reported outcomes measurement. Eval Health Prof 2005, 28: 264–282. 10.1177/0163278705278275PubMedCrossRef Chang CH, Reeve BB: Item response theory and its applications to patient-reported outcomes measurement. Eval Health Prof 2005, 28: 264–282. 10.1177/0163278705278275PubMedCrossRef
14.
go back to reference McHorney CA: Generic health measurement: past accomplishments and a measurement paradigm for the 21st century. Ann Intern Med 1997, 127: 743–750. 10.7326/0003-4819-127-8_Part_2-199710151-00061PubMedCrossRef McHorney CA: Generic health measurement: past accomplishments and a measurement paradigm for the 21st century. Ann Intern Med 1997, 127: 743–750. 10.7326/0003-4819-127-8_Part_2-199710151-00061PubMedCrossRef
15.
go back to reference McHorney CA, Cohen AS: Equating health status measures with item response theory: illustrations with functional status items. Med Care 2000, 38: II43-II59.PubMedCrossRef McHorney CA, Cohen AS: Equating health status measures with item response theory: illustrations with functional status items. Med Care 2000, 38: II43-II59.PubMedCrossRef
16.
go back to reference Reise SP, Waller NG: Item response theory and clinical measurement. Annu Rev Clin Psychol 2009, 5: 27–48. 10.1146/annurev.clinpsy.032408.153553PubMedCrossRef Reise SP, Waller NG: Item response theory and clinical measurement. Annu Rev Clin Psychol 2009, 5: 27–48. 10.1146/annurev.clinpsy.032408.153553PubMedCrossRef
17.
go back to reference Fisher WP Jr, Eubanks RL, Marier RL: Equating the MOS SF36 and the LSU HSI physical functioning scales. J Outcome Meas 1997, 1: 329–362.PubMed Fisher WP Jr, Eubanks RL, Marier RL: Equating the MOS SF36 and the LSU HSI physical functioning scales. J Outcome Meas 1997, 1: 329–362.PubMed
18.
go back to reference Orlando M, Sherbourne CD, Thissen D: Summed-score linking using item response theory: application to depression measurement. Psychol Assess 2000, 12: 354–359.PubMedCrossRef Orlando M, Sherbourne CD, Thissen D: Summed-score linking using item response theory: application to depression measurement. Psychol Assess 2000, 12: 354–359.PubMedCrossRef
19.
go back to reference Carmody TJ, Rush AJ, Bernstein I, Warden D, Brannan S, Burnham D, Woo A, Trivedi MH: The Montgomery Asberg and the Hamilton ratings of depression: a comparison of measures. Eur Neuropsychopharmacol 2006, 16: 601–611. 10.1016/j.euroneuro.2006.04.008PubMedCentralPubMedCrossRef Carmody TJ, Rush AJ, Bernstein I, Warden D, Brannan S, Burnham D, Woo A, Trivedi MH: The Montgomery Asberg and the Hamilton ratings of depression: a comparison of measures. Eur Neuropsychopharmacol 2006, 16: 601–611. 10.1016/j.euroneuro.2006.04.008PubMedCentralPubMedCrossRef
20.
go back to reference Fischer HF, Tritt K, Klapp BF, Fliege H: How to compare scores from different depression scales: equating the patient health questionnaire (PHQ) and the ICD-10-symptom rating (ISR) using item response theory. Int J Methods Psychiatr Res 2011, 20: 203–214. 10.1002/mpr.350PubMedCrossRef Fischer HF, Tritt K, Klapp BF, Fliege H: How to compare scores from different depression scales: equating the patient health questionnaire (PHQ) and the ICD-10-symptom rating (ISR) using item response theory. Int J Methods Psychiatr Res 2011, 20: 203–214. 10.1002/mpr.350PubMedCrossRef
21.
go back to reference Hambleton RK, Swaminathan H, Rogers HJ: Fundamentals of item response theory. Newbury Park, CA: Sage; 1991. Hambleton RK, Swaminathan H, Rogers HJ: Fundamentals of item response theory. Newbury Park, CA: Sage; 1991.
22.
go back to reference Andersen EB: Sufficient statistics and latent trait models. Psychometrika 1977, 42: 69–81. 10.1007/BF02293746CrossRef Andersen EB: Sufficient statistics and latent trait models. Psychometrika 1977, 42: 69–81. 10.1007/BF02293746CrossRef
23.
go back to reference Escalante A, Del RI, Cornell JE: Latent variable approach to the measurement of physical disability in rheumatoid arthritis. Arthritis Rheum 2004, 51: 399–407. 10.1002/art.20404PubMedCrossRef Escalante A, Del RI, Cornell JE: Latent variable approach to the measurement of physical disability in rheumatoid arthritis. Arthritis Rheum 2004, 51: 399–407. 10.1002/art.20404PubMedCrossRef
24.
go back to reference Taylor WJ, McPherson KM: Using Rasch analysis to compare the psychometric properties of the Short Form 36 physical function score and the health assessment questionnaire disability index in patients with psoriatic arthritis and rheumatoid arthritis. Arthritis Rheum 2007, 57: 723–729. 10.1002/art.22770PubMedCrossRef Taylor WJ, McPherson KM: Using Rasch analysis to compare the psychometric properties of the Short Form 36 physical function score and the health assessment questionnaire disability index in patients with psoriatic arthritis and rheumatoid arthritis. Arthritis Rheum 2007, 57: 723–729. 10.1002/art.22770PubMedCrossRef
25.
go back to reference Martin M, Kosinski M, Bjorner JB, Ware JE Jr, Maclean R, Li T: Item response theory methods can improve the measurement of physical function by combining the modified health assessment questionnaire and the SF-36 physical function scale. Qual Life Res 2007, 16: 647–660. 10.1007/s11136-007-9193-5PubMedCrossRef Martin M, Kosinski M, Bjorner JB, Ware JE Jr, Maclean R, Li T: Item response theory methods can improve the measurement of physical function by combining the modified health assessment questionnaire and the SF-36 physical function scale. Qual Life Res 2007, 16: 647–660. 10.1007/s11136-007-9193-5PubMedCrossRef
26.
go back to reference Rose M, Bjorner JB, Becker J, Fries JF, Ware JE: Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). J Clin Epidemiol 2008, 61: 17–33. 10.1016/j.jclinepi.2006.06.025PubMedCrossRef Rose M, Bjorner JB, Becker J, Fries JF, Ware JE: Evaluation of a preliminary physical function item bank supported the expected advantages of the Patient-Reported Outcomes Measurement Information System (PROMIS). J Clin Epidemiol 2008, 61: 17–33. 10.1016/j.jclinepi.2006.06.025PubMedCrossRef
27.
go back to reference Kievit W, Fransen J, Oerlemans AJ, Kuper HH, van de Laar MA, de Rooij DR, De Gendt CM, Ronday KH, Jansen TL, van Oijen PC, et al.: The efficacy of anti-TNF in rheumatoid arthritis, a comparison between randomized controlled trials and clinical practice. Ann Rheum Dis 2007, 66: 1473–1478. 10.1136/ard.2007.072447PubMedCentralPubMedCrossRef Kievit W, Fransen J, Oerlemans AJ, Kuper HH, van de Laar MA, de Rooij DR, De Gendt CM, Ronday KH, Jansen TL, van Oijen PC, et al.: The efficacy of anti-TNF in rheumatoid arthritis, a comparison between randomized controlled trials and clinical practice. Ann Rheum Dis 2007, 66: 1473–1478. 10.1136/ard.2007.072447PubMedCentralPubMedCrossRef
28.
go back to reference Vermeer M, Kuper HH, Hoekstra M, Haagsma CJ, Posthumus MD, Brus HL, van Riel PL, van de Laar MA: Implementation of a treat-to-target strategy in very early rheumatoid arthritis: results of the Dutch rheumatoid arthritis monitoring remission induction cohort study. Arthritis Rheum 2011, 63: 2865–2872. 10.1002/art.30494PubMedCrossRef Vermeer M, Kuper HH, Hoekstra M, Haagsma CJ, Posthumus MD, Brus HL, van Riel PL, van de Laar MA: Implementation of a treat-to-target strategy in very early rheumatoid arthritis: results of the Dutch rheumatoid arthritis monitoring remission induction cohort study. Arthritis Rheum 2011, 63: 2865–2872. 10.1002/art.30494PubMedCrossRef
29.
go back to reference Ware JE, Kosinski M, Dewey JE: How to score version 2 of the SF-36 health survey (standard & acute forms). QualityMetric Inc: Lincoln, RI; 2000. Ware JE, Kosinski M, Dewey JE: How to score version 2 of the SF-36 health survey (standard & acute forms). QualityMetric Inc: Lincoln, RI; 2000.
30.
go back to reference Haley SM, McHorney CA, Ware JE Jr: Evaluation of the MOS SF-36 physical functioning scale (PF-10): I. Unidimensionality and reproducibility of the Rasch item scale. J Clin Epidemiol 1994, 47: 671–684. 10.1016/0895-4356(94)90215-1PubMedCrossRef Haley SM, McHorney CA, Ware JE Jr: Evaluation of the MOS SF-36 physical functioning scale (PF-10): I. Unidimensionality and reproducibility of the Rasch item scale. J Clin Epidemiol 1994, 47: 671–684. 10.1016/0895-4356(94)90215-1PubMedCrossRef
32.
go back to reference ten Klooster PM, Taal E, van de Laar MA: Rasch analysis of the Dutch health assessment questionnaire disability index and the health assessment questionnaire II in patients with rheumatoid arthritis. Arthritis Rheum 2008, 59: 1721–1728. 10.1002/art.24065PubMedCrossRef ten Klooster PM, Taal E, van de Laar MA: Rasch analysis of the Dutch health assessment questionnaire disability index and the health assessment questionnaire II in patients with rheumatoid arthritis. Arthritis Rheum 2008, 59: 1721–1728. 10.1002/art.24065PubMedCrossRef
33.
go back to reference Glas CAW: Modification indices for the 2-PL and the nominal response model. Psychometrika 1999, 64: 273–294. 10.1007/BF02294296CrossRef Glas CAW: Modification indices for the 2-PL and the nominal response model. Psychometrika 1999, 64: 273–294. 10.1007/BF02294296CrossRef
34.
go back to reference Glas CAW: Testing fit to IRT models for polytomously scored items. In Handbook of polytomous item response theory models. Edited by: Nering ML, Ostini R. New York, NY: Routledge; 2010:185–210. Glas CAW: Testing fit to IRT models for polytomously scored items. In Handbook of polytomous item response theory models. Edited by: Nering ML, Ostini R. New York, NY: Routledge; 2010:185–210.
35.
go back to reference van Groen MM, ten Klooster PM, Taal E, van de Laar MA, Glas CA: Application of the health assessment questionnaire disability index to various rheumatic diseases. Qual Life Res 2010, 19: 1255–1263. 10.1007/s11136-010-9690-9PubMedCentralPubMedCrossRef van Groen MM, ten Klooster PM, Taal E, van de Laar MA, Glas CA: Application of the health assessment questionnaire disability index to various rheumatic diseases. Qual Life Res 2010, 19: 1255–1263. 10.1007/s11136-010-9690-9PubMedCentralPubMedCrossRef
36.
go back to reference Oude Voshaar MA, Glas CA, ten Klooster PM, Taal E, Wolfe F, van de Laar MA: Cross-cultural measurement equivalence of the health assessment questionnaire-II. Arthritis Care Res (Hoboken) 2012, 65: 1000–1004.CrossRef Oude Voshaar MA, Glas CA, ten Klooster PM, Taal E, Wolfe F, van de Laar MA: Cross-cultural measurement equivalence of the health assessment questionnaire-II. Arthritis Care Res (Hoboken) 2012, 65: 1000–1004.CrossRef
38.
go back to reference Masters GN, Wright BD: The partial credit model. In Handbook of modern item response theory. Edited by: van der Linden WJ, Hambleton RK. New York: Springer; 1997:101–122.CrossRef Masters GN, Wright BD: The partial credit model. In Handbook of modern item response theory. Edited by: van der Linden WJ, Hambleton RK. New York: Springer; 1997:101–122.CrossRef
39.
go back to reference McGraw KO, Wong SP: Forming inferences about some intraclass correlation coefficients. Psychol Methods 1996, 1: 30–46.CrossRef McGraw KO, Wong SP: Forming inferences about some intraclass correlation coefficients. Psychol Methods 1996, 1: 30–46.CrossRef
40.
go back to reference Lohr KN: Assessing health status and quality-of-life instruments: attributes and review criteria. Qual Life Res 2002, 11: 193–205. 10.1023/A:1015291021312PubMedCrossRef Lohr KN: Assessing health status and quality-of-life instruments: attributes and review criteria. Qual Life Res 2002, 11: 193–205. 10.1023/A:1015291021312PubMedCrossRef
41.
go back to reference Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, i: 307–310.CrossRef Bland JM, Altman DG: Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, i: 307–310.CrossRef
42.
go back to reference Bland JM, Altman DG: Comparing methods of measurement: why plotting difference against standard method is misleading. Lancet 1995, 346: 1085–1087. 10.1016/S0140-6736(95)91748-9PubMedCrossRef Bland JM, Altman DG: Comparing methods of measurement: why plotting difference against standard method is misleading. Lancet 1995, 346: 1085–1087. 10.1016/S0140-6736(95)91748-9PubMedCrossRef
43.
go back to reference McHorney CA, Ware JE Jr, Raczek AE: The MOS 36-Item short-form health survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care 1993, 31: 247–263. 10.1097/00005650-199303000-00006PubMedCrossRef McHorney CA, Ware JE Jr, Raczek AE: The MOS 36-Item short-form health survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Med Care 1993, 31: 247–263. 10.1097/00005650-199303000-00006PubMedCrossRef
44.
go back to reference Liang MH, Larson MG, Cullen KE, Schwartz JA: Comparative measurement efficiency and sensitivity of five health status instruments for arthritis research. Arthritis Rheum 1985, 28: 542–547. 10.1002/art.1780280513PubMedCrossRef Liang MH, Larson MG, Cullen KE, Schwartz JA: Comparative measurement efficiency and sensitivity of five health status instruments for arthritis research. Arthritis Rheum 1985, 28: 542–547. 10.1002/art.1780280513PubMedCrossRef
45.
go back to reference Prevoo ML, Hof MA V ’t, Kuper HH, Van Leeuwen MA, Van De Putte LB, Van Riel PL: Modified disease activity scores that include twenty-eight-joint counts: development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 1995, 38: 44–48. 10.1002/art.1780380107PubMedCrossRef Prevoo ML, Hof MA V ’t, Kuper HH, Van Leeuwen MA, Van De Putte LB, Van Riel PL: Modified disease activity scores that include twenty-eight-joint counts: development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum 1995, 38: 44–48. 10.1002/art.1780380107PubMedCrossRef
46.
go back to reference Fransen J, van Riel PL: The disease activity score and the EULAR response criteria. Clin Exp Rheumatol 2005, 23: S93-S99.PubMed Fransen J, van Riel PL: The disease activity score and the EULAR response criteria. Clin Exp Rheumatol 2005, 23: S93-S99.PubMed
47.
go back to reference Deng N, Ware J: Using bootstrap confidence intervals to compare relative validity coefficients: an example with PRO measures of chronic kidney disease (CKD) impact. Value Health 2012, 15: A159.CrossRef Deng N, Ware J: Using bootstrap confidence intervals to compare relative validity coefficients: an example with PRO measures of chronic kidney disease (CKD) impact. Value Health 2012, 15: A159.CrossRef
48.
go back to reference Dorans NJ: Equating, concordance, and expectation. Applied Psychological Measurement 2004, 28: 227–246. 10.1177/0146621604265031CrossRef Dorans NJ: Equating, concordance, and expectation. Applied Psychological Measurement 2004, 28: 227–246. 10.1177/0146621604265031CrossRef
49.
go back to reference McHorney CA: Use of item response theory to link 3 modules of functional status items from the asset and health dynamics among the oldest old study. Arch Phys Med Rehabil 2002, 83: 383–394. 10.1053/apmr.2002.29610PubMedCrossRef McHorney CA: Use of item response theory to link 3 modules of functional status items from the asset and health dynamics among the oldest old study. Arch Phys Med Rehabil 2002, 83: 383–394. 10.1053/apmr.2002.29610PubMedCrossRef
50.
go back to reference Bjorner JB, Kosinski M, Ware JE Jr: Using item response theory to calibrate the Headache Impact Test (HIT) to the metric of traditional headache scales. Qual Life Res 2003, 12: 981–1002. 10.1023/A:1026123400242PubMedCrossRef Bjorner JB, Kosinski M, Ware JE Jr: Using item response theory to calibrate the Headache Impact Test (HIT) to the metric of traditional headache scales. Qual Life Res 2003, 12: 981–1002. 10.1023/A:1026123400242PubMedCrossRef
51.
go back to reference Holzner B, Bode RK, Hahn EA, Cella D, Kopp M, Sperner-Unterweger B, Kemmler G: Equating EORTC QLQ-C30 and FACT-G scores and its use in oncological research. Eur J Cancer 2006, 42: 3169–3177. 10.1016/j.ejca.2006.08.016PubMedCrossRef Holzner B, Bode RK, Hahn EA, Cella D, Kopp M, Sperner-Unterweger B, Kemmler G: Equating EORTC QLQ-C30 and FACT-G scores and its use in oncological research. Eur J Cancer 2006, 42: 3169–3177. 10.1016/j.ejca.2006.08.016PubMedCrossRef
52.
go back to reference Velozo CA, Byers KL, Wang YC, Joseph BR: Translating measures across the continuum of care: using Rasch analysis to create a crosswalk between the functional independence measure and the minimum data set. J Rehabil Res Dev 2007, 44: 467–478. 10.1682/JRRD.2006.06.0068PubMedCrossRef Velozo CA, Byers KL, Wang YC, Joseph BR: Translating measures across the continuum of care: using Rasch analysis to create a crosswalk between the functional independence measure and the minimum data set. J Rehabil Res Dev 2007, 44: 467–478. 10.1682/JRRD.2006.06.0068PubMedCrossRef
53.
go back to reference Haley SM, Ni P, Lai JS, Tian F, Coster WJ, Jette AM, Straub D, Cella D: Linking the activity measure for post acute care and the quality of life outcomes in neurological disorders. Arch Phys Med Rehabil 2011, 92: S37-S43. 10.1016/j.apmr.2011.01.026PubMedCentralPubMedCrossRef Haley SM, Ni P, Lai JS, Tian F, Coster WJ, Jette AM, Straub D, Cella D: Linking the activity measure for post acute care and the quality of life outcomes in neurological disorders. Arch Phys Med Rehabil 2011, 92: S37-S43. 10.1016/j.apmr.2011.01.026PubMedCentralPubMedCrossRef
54.
go back to reference Fischer HF, Wahl I, Fliege H, Klapp BF, Rose M: Impact of cross-calibration methods on the interpretation of a treatment comparison study using 2 depression scales. Med Care 2012, 50: 320–326. 10.1097/MLR.0b013e31822945b4PubMedCrossRef Fischer HF, Wahl I, Fliege H, Klapp BF, Rose M: Impact of cross-calibration methods on the interpretation of a treatment comparison study using 2 depression scales. Med Care 2012, 50: 320–326. 10.1097/MLR.0b013e31822945b4PubMedCrossRef
55.
go back to reference Askew RL, Kim J, Chung H, Cook KF, Johnson KL, Amtmann D: Development of a crosswalk for pain interference measured by the BPI and PROMIS pain interference short form. Qual Life Res 2013. (2013 Mar 29. [Epub ahead of print]) Askew RL, Kim J, Chung H, Cook KF, Johnson KL, Amtmann D: Development of a crosswalk for pain interference measured by the BPI and PROMIS pain interference short form. Qual Life Res 2013. (2013 Mar 29. [Epub ahead of print])
56.
go back to reference Noonan VK, Cook KF, Bamer AM, Choi SW, Kim J, Amtmann D: Measuring fatigue in persons with multiple sclerosis: creating a crosswalk between the modified fatigue impact scale and the PROMIS fatigue short form. Qual Life Res 2012, 21: 1123–1133. 10.1007/s11136-011-0040-3PubMedCrossRef Noonan VK, Cook KF, Bamer AM, Choi SW, Kim J, Amtmann D: Measuring fatigue in persons with multiple sclerosis: creating a crosswalk between the modified fatigue impact scale and the PROMIS fatigue short form. Qual Life Res 2012, 21: 1123–1133. 10.1007/s11136-011-0040-3PubMedCrossRef
57.
go back to reference Fries JF, Krishnan E, Bruce B: Items, instruments, crosswalks, and PROMIS. J Rheumatol 2009, 36: 1093–1095. 10.3899/jrheum.090320PubMedCrossRef Fries JF, Krishnan E, Bruce B: Items, instruments, crosswalks, and PROMIS. J Rheumatol 2009, 36: 1093–1095. 10.3899/jrheum.090320PubMedCrossRef
58.
go back to reference Cella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, Ader D, Fries JF, Bruce B, Rose M: The patient-reported outcomes measurement information system (PROMIS): progress of an NIH Roadmap cooperative group during its first two years. Med Care 2007, 45: S3-S11.PubMedCentralPubMedCrossRef Cella D, Yount S, Rothrock N, Gershon R, Cook K, Reeve B, Ader D, Fries JF, Bruce B, Rose M: The patient-reported outcomes measurement information system (PROMIS): progress of an NIH Roadmap cooperative group during its first two years. Med Care 2007, 45: S3-S11.PubMedCentralPubMedCrossRef
59.
go back to reference Fries JF, Cella D, Rose M, Krishnan E, Bruce B: Progress in assessing physical function in arthritis: PROMIS short forms and computerized adaptive testing. J Rheumatol 2009, 36: 2061–2066. 10.3899/jrheum.090358PubMedCrossRef Fries JF, Cella D, Rose M, Krishnan E, Bruce B: Progress in assessing physical function in arthritis: PROMIS short forms and computerized adaptive testing. J Rheumatol 2009, 36: 2061–2066. 10.3899/jrheum.090358PubMedCrossRef
60.
go back to reference Siemons L, Ten Klooster PM, Taal E, Glas CA, Van de Laar MA: Modern psychometrics applied in rheumatology–A systematic review. BMC Musculoskelet Disord 2012, 13: 216. 10.1186/1471-2474-13-216PubMedCentralPubMedCrossRef Siemons L, Ten Klooster PM, Taal E, Glas CA, Van de Laar MA: Modern psychometrics applied in rheumatology–A systematic review. BMC Musculoskelet Disord 2012, 13: 216. 10.1186/1471-2474-13-216PubMedCentralPubMedCrossRef
61.
go back to reference Tennant A, McKenna SP, Hagell P: Application of Rasch analysis in the development and application of quality of life instruments. Value Health 2004,7(Suppl 1):S22-S26.PubMedCrossRef Tennant A, McKenna SP, Hagell P: Application of Rasch analysis in the development and application of quality of life instruments. Value Health 2004,7(Suppl 1):S22-S26.PubMedCrossRef
62.
go back to reference Andrich D: Controversy and the Rasch model: a characteristic of incompatible paradigms? Med Care 2004, 42: I7-I16.PubMedCrossRef Andrich D: Controversy and the Rasch model: a characteristic of incompatible paradigms? Med Care 2004, 42: I7-I16.PubMedCrossRef
63.
go back to reference Bond TG, Fox CM: Applying the Rasch model: Fundamental measurement in the human sciences. Mahwah, NJ: Lawrence Erlbaum; 2007. Bond TG, Fox CM: Applying the Rasch model: Fundamental measurement in the human sciences. Mahwah, NJ: Lawrence Erlbaum; 2007.
64.
go back to reference Stucki G, Stucki S, Bruhlmann P, Michel BA: Ceiling effects of the health assessment questionnaire and its modified version in some ambulatory rheumatoid arthritis patients. Ann Rheum Dis 1995, 54: 461–465. 10.1136/ard.54.6.461PubMedCentralPubMedCrossRef Stucki G, Stucki S, Bruhlmann P, Michel BA: Ceiling effects of the health assessment questionnaire and its modified version in some ambulatory rheumatoid arthritis patients. Ann Rheum Dis 1995, 54: 461–465. 10.1136/ard.54.6.461PubMedCentralPubMedCrossRef
65.
go back to reference Uhlig T, Haavardsholm EA, Kvien TK: Comparison of the health assessment questionnaire (HAQ) and the modified HAQ (MHAQ) in patients with rheumatoid arthritis. Rheumatology (Oxford) 2006, 45: 454–458. 10.1093/rheumatology/kei181CrossRef Uhlig T, Haavardsholm EA, Kvien TK: Comparison of the health assessment questionnaire (HAQ) and the modified HAQ (MHAQ) in patients with rheumatoid arthritis. Rheumatology (Oxford) 2006, 45: 454–458. 10.1093/rheumatology/kei181CrossRef
66.
go back to reference Wolfe F, Michaud K, Pincus T: Development and validation of the health assessment questionnaire II: a revised version of the health assessment questionnaire. Arthritis Rheum 2004, 50: 3296–3305. 10.1002/art.20549PubMedCrossRef Wolfe F, Michaud K, Pincus T: Development and validation of the health assessment questionnaire II: a revised version of the health assessment questionnaire. Arthritis Rheum 2004, 50: 3296–3305. 10.1002/art.20549PubMedCrossRef
67.
go back to reference Andresen EM, Fouts BS, Romeis JC, Brownson CA: Performance of health-related quality-of-life instruments in a spinal cord injured population. Arch Phys Med Rehabil 1999, 80: 877–884. 10.1016/S0003-9993(99)90077-1PubMedCrossRef Andresen EM, Fouts BS, Romeis JC, Brownson CA: Performance of health-related quality-of-life instruments in a spinal cord injured population. Arch Phys Med Rehabil 1999, 80: 877–884. 10.1016/S0003-9993(99)90077-1PubMedCrossRef
68.
go back to reference Freeman JA, Hobart JC, Langdon DW, Thompson AJ: Clinical appropriateness: a key factor in outcome measure selection: the 36 item short form health survey in multiple sclerosis. J Neurol Neurosurg Psychiatry 2000, 68: 150–156. 10.1136/jnnp.68.2.150PubMedCentralPubMedCrossRef Freeman JA, Hobart JC, Langdon DW, Thompson AJ: Clinical appropriateness: a key factor in outcome measure selection: the 36 item short form health survey in multiple sclerosis. J Neurol Neurosurg Psychiatry 2000, 68: 150–156. 10.1136/jnnp.68.2.150PubMedCentralPubMedCrossRef
69.
go back to reference Kersten P, Mullee MA, Smith JA, McLellan L, George S: Generic health status measures are unsuitable for measuring health status in severely disabled people. Clin Rehabil 1999, 13: 219–228. 10.1191/026921599667206154PubMedCrossRef Kersten P, Mullee MA, Smith JA, McLellan L, George S: Generic health status measures are unsuitable for measuring health status in severely disabled people. Clin Rehabil 1999, 13: 219–228. 10.1191/026921599667206154PubMedCrossRef
70.
go back to reference Lai SM, Perera S, Duncan PW, Bode R: Physical and social functioning after stroke: comparison of the Stroke Impact Scale and Short Form-36. Stroke 2003, 34: 488–493. 10.1161/01.STR.0000054162.94998.C0PubMedCrossRef Lai SM, Perera S, Duncan PW, Bode R: Physical and social functioning after stroke: comparison of the Stroke Impact Scale and Short Form-36. Stroke 2003, 34: 488–493. 10.1161/01.STR.0000054162.94998.C0PubMedCrossRef
71.
go back to reference Walsh M, Macgregor D, Stuckless S, Barrett B, Kawaja M, Scully MF: Health-related quality of life in a cohort of adult patients with mild hemophilia A. J Thromb Haemost 2008, 6: 755–761. 10.1111/j.1538-7836.2008.02929.xPubMedCrossRef Walsh M, Macgregor D, Stuckless S, Barrett B, Kawaja M, Scully MF: Health-related quality of life in a cohort of adult patients with mild hemophilia A. J Thromb Haemost 2008, 6: 755–761. 10.1111/j.1538-7836.2008.02929.xPubMedCrossRef
72.
go back to reference Katz P, Morris A, Yelin E: Subclinical disability in valued life activities among individuals with rheumatoid arthritis. Arthritis Rheum 2008, 59: 1416–1423. 10.1002/art.24110PubMedCentralPubMedCrossRef Katz P, Morris A, Yelin E: Subclinical disability in valued life activities among individuals with rheumatoid arthritis. Arthritis Rheum 2008, 59: 1416–1423. 10.1002/art.24110PubMedCentralPubMedCrossRef
73.
go back to reference Langston AL, Campbell MK, Fraser WD, Maclennan G, Selby P, Ralston SH: Clinical determinants of quality of life in Paget’s disease of bone. Calcif Tissue Int 2007, 80: 1–9.PubMedCrossRef Langston AL, Campbell MK, Fraser WD, Maclennan G, Selby P, Ralston SH: Clinical determinants of quality of life in Paget’s disease of bone. Calcif Tissue Int 2007, 80: 1–9.PubMedCrossRef
74.
go back to reference Lovas K, Kalo Z, McKenna SP, Whalley D, Pentek M, Genti G: Establishing a standard for patient-completed instrument adaptations in Eastern Europe: experience with the Nottingham health profile in Hungary. Health Policy 2003, 63: 49–61. 10.1016/S0168-8510(02)00078-7PubMedCrossRef Lovas K, Kalo Z, McKenna SP, Whalley D, Pentek M, Genti G: Establishing a standard for patient-completed instrument adaptations in Eastern Europe: experience with the Nottingham health profile in Hungary. Health Policy 2003, 63: 49–61. 10.1016/S0168-8510(02)00078-7PubMedCrossRef
75.
go back to reference Johnson SR, Lee P: The HAQ disability index in scleroderma trials. Rheumatology (Oxford) 2004, 43: 1200–1201. 10.1093/rheumatology/keh288CrossRef Johnson SR, Lee P: The HAQ disability index in scleroderma trials. Rheumatology (Oxford) 2004, 43: 1200–1201. 10.1093/rheumatology/keh288CrossRef
76.
go back to reference Zandbelt MM, Welsing PM, van Gestel AM, van Riel PL: Health assessment questionnaire modifications: is standardisation needed? Ann Rheum Dis 2001, 60: 841–845.PubMedCentralPubMedCrossRef Zandbelt MM, Welsing PM, van Gestel AM, van Riel PL: Health assessment questionnaire modifications: is standardisation needed? Ann Rheum Dis 2001, 60: 841–845.PubMedCentralPubMedCrossRef
77.
go back to reference Wolfe F: A reappraisal of HAQ disability in rheumatoid arthritis. Arthritis Rheum 2000, 43: 2751–2761. 10.1002/1529-0131(200012)43:12<2751::AID-ANR15>3.0.CO;2-6PubMedCrossRef Wolfe F: A reappraisal of HAQ disability in rheumatoid arthritis. Arthritis Rheum 2000, 43: 2751–2761. 10.1002/1529-0131(200012)43:12<2751::AID-ANR15>3.0.CO;2-6PubMedCrossRef
78.
go back to reference Krishnan E, Sokka T, Hakkinen A, Hubert H, Hannonen P: Normative values for the Health Assessment Questionnaire disability index: benchmarking disability in the general population. Arthritis Rheum 2004, 50: 953–960. 10.1002/art.20048PubMedCrossRef Krishnan E, Sokka T, Hakkinen A, Hubert H, Hannonen P: Normative values for the Health Assessment Questionnaire disability index: benchmarking disability in the general population. Arthritis Rheum 2004, 50: 953–960. 10.1002/art.20048PubMedCrossRef
79.
go back to reference Louie GH, Reveille JD, Ward MM: Challenges comparing functional limitations in rheumatoid arthritis and ankylosing spondylitis. Clin Exp Rheumatol 2009, 27: S83-S91.PubMedCentralPubMed Louie GH, Reveille JD, Ward MM: Challenges comparing functional limitations in rheumatoid arthritis and ankylosing spondylitis. Clin Exp Rheumatol 2009, 27: S83-S91.PubMedCentralPubMed
80.
go back to reference Combe B, Landewe R, Lukas C, Bolosiu HD, Breedveld F, Dougados M, Emery P, Ferraccioli G, Hazes JM, Klareskog L, et al.: EULAR recommendations for the management of early arthritis: report of a task force of the European standing committee for international clinical studies including therapeutics (ESCISIT). Ann Rheum Dis 2007, 66: 34–45.PubMedCentralPubMedCrossRef Combe B, Landewe R, Lukas C, Bolosiu HD, Breedveld F, Dougados M, Emery P, Ferraccioli G, Hazes JM, Klareskog L, et al.: EULAR recommendations for the management of early arthritis: report of a task force of the European standing committee for international clinical studies including therapeutics (ESCISIT). Ann Rheum Dis 2007, 66: 34–45.PubMedCentralPubMedCrossRef
81.
go back to reference Smolen JS, Aletaha D, Bijlsma JW, Breedveld FC, Boumpas D, Burmester G, Combe B, Cutolo M, de Wit M, Dougados M, et al.: Treating rheumatoid arthritis to target: recommendations of an international task force. Ann Rheum Dis 2010, 69: 631–637. 10.1136/ard.2009.123919PubMedCentralPubMedCrossRef Smolen JS, Aletaha D, Bijlsma JW, Breedveld FC, Boumpas D, Burmester G, Combe B, Cutolo M, de Wit M, Dougados M, et al.: Treating rheumatoid arthritis to target: recommendations of an international task force. Ann Rheum Dis 2010, 69: 631–637. 10.1136/ard.2009.123919PubMedCentralPubMedCrossRef
Metadata
Title
Development and evaluation of a crosswalk between the SF-36 physical functioning scale and Health Assessment Questionnaire disability index in rheumatoid arthritis
Authors
Peter M ten Klooster
Martijn AH Oude Voshaar
Barbara Gandek
Matthias Rose
Jakob B Bjorner
Erik Taal
Cees AW Glas
Piet LCM van Riel
Mart AFJ van de Laar
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Health and Quality of Life Outcomes / Issue 1/2013
Electronic ISSN: 1477-7525
DOI
https://doi.org/10.1186/1477-7525-11-199

Other articles of this Issue 1/2013

Health and Quality of Life Outcomes 1/2013 Go to the issue