Skip to main content
Top
Gepubliceerd in: Quality of Life Research 9/2014

01-11-2014

Minimal evidence of response shift in the absence of a catalyst

Auteurs: Sara Ahmed, Richard Sawatzky, Jean-Frédéric Levesque, Deborah Ehrmann-Feldman, Carolyn E. Schwartz

Gepubliceerd in: Quality of Life Research | Uitgave 9/2014

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

Background

Individuals with chronic conditions experience fluctuations in health status and thus may experience response shift. We sought to test the hypothesis that response shift effects would be non-significant among individuals with chronic disease who experienced relatively small changes in their health status over a 1-year period.

Methods

This secondary analysis utilized longitudinal cohort data on a community-based sample (n = 776) representing four chronic diseases (arthritis, heart failure, diabetes, or chronic obstructive pulmonary disease). Information on health-care utilization was obtained from the provincial health insurance database. Participants completed the SF-36 twice annually. Parameter invariance over 1 year in a second-order SF-36 factor structure was evaluated by adapting Oort’s approach by fitting a second-order measurement structure with first-order factors for the SF-36 subscales and second-order factors for physical and mental health status while accommodating ordinal data.

Results

Over 80 % of participants had no hospitalizations or emergency room visits over follow-up. The model had an acceptable fit when all measurement model parameters were constrained at both time points (RMSEA = .035, CFI = .97). There was no substantial difference in fit when measurement model parameters (item thresholds, first-order factor intercepts, and factor loadings) were allowed to vary over time.

Conclusion

Among chronically ill individuals with stable health, substantial response shift effects were not detected. These results support the theoretical proposition that response shift is not expected to occur in patients with relatively stable conditions.
Bijlagen
Alleen toegankelijk voor geautoriseerde gebruikers
Literatuur
1.
go back to reference Campbell, D. T. (1957). Factors relevant to the validity of experiments in social settings. Psychological Bulletin, 54(4), 297–312.PubMedCrossRef Campbell, D. T. (1957). Factors relevant to the validity of experiments in social settings. Psychological Bulletin, 54(4), 297–312.PubMedCrossRef
2.
go back to reference Cronbach, L. J., & Furby, L. (1970). How we should measure “change”: Or should we? Psychological Bulletin, 74, 68–80.CrossRef Cronbach, L. J., & Furby, L. (1970). How we should measure “change”: Or should we? Psychological Bulletin, 74, 68–80.CrossRef
3.
go back to reference Mellenbergh, G. J. (1989). Item bias and item response theory. International Journal of Educational Research, 13(2), 127–143.CrossRef Mellenbergh, G. J. (1989). Item bias and item response theory. International Journal of Educational Research, 13(2), 127–143.CrossRef
4.
go back to reference Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58(4), 525–543.CrossRef Meredith, W. (1993). Measurement invariance, factor analysis and factorial invariance. Psychometrika, 58(4), 525–543.CrossRef
5.
go back to reference Sprangers, M. A., & Schwartz, C. E. (1999). Integrating response shift into health-related quality of life research: A theoretical model. Social Science and Medicine, 48(11), 1507–1515.PubMedCrossRef Sprangers, M. A., & Schwartz, C. E. (1999). Integrating response shift into health-related quality of life research: A theoretical model. Social Science and Medicine, 48(11), 1507–1515.PubMedCrossRef
6.
go back to reference Schwartz, C. E., & Sprangers, M. A. (1999). Methodological approaches for assessing response shift in longitudinal health-related quality-of-life research. Social Science and Medicine, 48(11), 1531–1548.PubMedCrossRef Schwartz, C. E., & Sprangers, M. A. (1999). Methodological approaches for assessing response shift in longitudinal health-related quality-of-life research. Social Science and Medicine, 48(11), 1531–1548.PubMedCrossRef
7.
go back to reference Schwartz, C. E., & Rapkin, B. D. (2004). Reconsidering the psychometrics of quality of life assessment in light of response shift and appraisal. Health and Quality of Life Outcomes, 2, 16.PubMedCrossRefPubMedCentral Schwartz, C. E., & Rapkin, B. D. (2004). Reconsidering the psychometrics of quality of life assessment in light of response shift and appraisal. Health and Quality of Life Outcomes, 2, 16.PubMedCrossRefPubMedCentral
8.
go back to reference Sprangers, M. A., & Schwartz, C. E. (1999). Integrating response shift into health-related quality of life research: A theoretical model. Social Science and Medicine, 48(11), 1507–1515.PubMedCrossRef Sprangers, M. A., & Schwartz, C. E. (1999). Integrating response shift into health-related quality of life research: A theoretical model. Social Science and Medicine, 48(11), 1507–1515.PubMedCrossRef
9.
go back to reference Rapkin, B. D., & Schwartz, C. E. (2004). Toward a theoretical model of quality-of-life appraisal: Implications of findings from studies of response shift. Health and Quality of Life Outcomes, 2(1), 14.PubMedCrossRefPubMedCentral Rapkin, B. D., & Schwartz, C. E. (2004). Toward a theoretical model of quality-of-life appraisal: Implications of findings from studies of response shift. Health and Quality of Life Outcomes, 2(1), 14.PubMedCrossRefPubMedCentral
10.
go back to reference Schwartz, C. E., Bode, R., Repucci, N., Becker, J., Sprangers, M. A., & Fayers, P. M. (2006). The clinical significance of adaptation to changing health: A meta-analysis of response shift. Quality of Life Research, 15(9), 1533–1550.PubMedCrossRef Schwartz, C. E., Bode, R., Repucci, N., Becker, J., Sprangers, M. A., & Fayers, P. M. (2006). The clinical significance of adaptation to changing health: A meta-analysis of response shift. Quality of Life Research, 15(9), 1533–1550.PubMedCrossRef
11.
go back to reference Oort, F. J. (2005). Using structural equation modeling to detect response shifts and true change. Quality of Life Research, 14(3), 587–598.PubMedCrossRef Oort, F. J. (2005). Using structural equation modeling to detect response shifts and true change. Quality of Life Research, 14(3), 587–598.PubMedCrossRef
12.
go back to reference King-Kallimanis, B., Oort, F., & Garst, G. (2010). Using structural equation modelling to detect measurement bias and response shift in longitudinal data. AStA Advances in Statistical Analysis, 94(2), 139–156.CrossRef King-Kallimanis, B., Oort, F., & Garst, G. (2010). Using structural equation modelling to detect measurement bias and response shift in longitudinal data. AStA Advances in Statistical Analysis, 94(2), 139–156.CrossRef
13.
go back to reference Visser, M. R., Oort, F. J., & Sprangers, M. A. (2005). Methods to detect response shift in quality of life data: A convergent validity study. Quality of Life Research, 14(3), 629–639.PubMedCrossRef Visser, M. R., Oort, F. J., & Sprangers, M. A. (2005). Methods to detect response shift in quality of life data: A convergent validity study. Quality of Life Research, 14(3), 629–639.PubMedCrossRef
14.
go back to reference Schwartz, C. E., Sprangers, M. A., Oort, F. J., Ahmed, S., Bode, R., Li, Y., et al. (2011). Response shift in patients with multiple sclerosis: An application of three statistical techniques. Quality of Life Research, 20(10), 1561–1572.PubMedCrossRef Schwartz, C. E., Sprangers, M. A., Oort, F. J., Ahmed, S., Bode, R., Li, Y., et al. (2011). Response shift in patients with multiple sclerosis: An application of three statistical techniques. Quality of Life Research, 20(10), 1561–1572.PubMedCrossRef
15.
go back to reference Schwartz, C. E., Sprangers, M. A. G., Carey, A., & Reed, G. (2004). Exploring response shift in longitudinal data. Psychology and Health, 19(1), 51–69.CrossRef Schwartz, C. E., Sprangers, M. A. G., Carey, A., & Reed, G. (2004). Exploring response shift in longitudinal data. Psychology and Health, 19(1), 51–69.CrossRef
16.
go back to reference Hakkennes, S. J., Brock, K., & Hill, K. D. (2011). Selection for inpatient rehabilitation after acute stroke: A systematic review of the literature. Archives of Physical Medicine and Rehabilitation, 92(12), 2057–2070.PubMedCrossRef Hakkennes, S. J., Brock, K., & Hill, K. D. (2011). Selection for inpatient rehabilitation after acute stroke: A systematic review of the literature. Archives of Physical Medicine and Rehabilitation, 92(12), 2057–2070.PubMedCrossRef
17.
go back to reference Ahmed, S., Bourbeau, J., Maltais, F., & Mansour, A. (2009). The Oort structural equation modeling approach detected a response shift after a COPD self-management program not detected by the Schmitt technique. Journal of Clinical Epidemiology, 62, 1165–1172.PubMedCrossRef Ahmed, S., Bourbeau, J., Maltais, F., & Mansour, A. (2009). The Oort structural equation modeling approach detected a response shift after a COPD self-management program not detected by the Schmitt technique. Journal of Clinical Epidemiology, 62, 1165–1172.PubMedCrossRef
18.
go back to reference Razmjou, H., Schwartz, C. E., & Holtby, R. (2010). Recalibration response shift had an independent impact on perceived disability two years following rotator cuff surgery. Journal of Bone and Joint Surgery, 92, 2178–2186.PubMedCrossRef Razmjou, H., Schwartz, C. E., & Holtby, R. (2010). Recalibration response shift had an independent impact on perceived disability two years following rotator cuff surgery. Journal of Bone and Joint Surgery, 92, 2178–2186.PubMedCrossRef
19.
go back to reference Razmjou, H., Schwartz, C. E., Yee, A., & Finkelstein, J. A. (2009). Traditional assessment of health outcome following total knee arthroplasty was confounded by response shift phenomenon. Journal of Clinical Epidemiology, 62, 91–96.PubMedCrossRef Razmjou, H., Schwartz, C. E., Yee, A., & Finkelstein, J. A. (2009). Traditional assessment of health outcome following total knee arthroplasty was confounded by response shift phenomenon. Journal of Clinical Epidemiology, 62, 91–96.PubMedCrossRef
20.
go back to reference Razmjou, H., Yee, A., Ford, M., & Finkelstein, J. A. (2006). Response shift in outcome assessment in patients undergoing total knee arthroplasty. Journal of Bone and Joint Surgery, 88(12), 2590–2595.PubMedCrossRef Razmjou, H., Yee, A., Ford, M., & Finkelstein, J. A. (2006). Response shift in outcome assessment in patients undergoing total knee arthroplasty. Journal of Bone and Joint Surgery, 88(12), 2590–2595.PubMedCrossRef
21.
go back to reference Finkelstein, J. A., Razmjou, H., & Schwartz, C. E. (2009). Response shift and outcome assessment in orthopedic surgery: Is there is a difference between complete vs. partial treatment? Journal of Clinical Epidemiology, 82, 1189–1190.CrossRef Finkelstein, J. A., Razmjou, H., & Schwartz, C. E. (2009). Response shift and outcome assessment in orthopedic surgery: Is there is a difference between complete vs. partial treatment? Journal of Clinical Epidemiology, 82, 1189–1190.CrossRef
22.
go back to reference Ahmed, S., Mayo, N. E., Corbiere, M., Wood-Dauphinee, S., Hanley, J., & Cohen, R. (2005). Change in quality of life of people with stroke over time: True change or response shift? Quality of Life Research, 14(3), 611–627.PubMedCrossRef Ahmed, S., Mayo, N. E., Corbiere, M., Wood-Dauphinee, S., Hanley, J., & Cohen, R. (2005). Change in quality of life of people with stroke over time: True change or response shift? Quality of Life Research, 14(3), 611–627.PubMedCrossRef
23.
go back to reference Schumacker, R. E., & Lomax, R. G. (2004). A Beginner’s Guide to Structural Equation Modeling, Second Edition (2nd ed.). Mahwah, New Jersey: Lawrence Erlbaum Associates Inc. Schumacker, R. E., & Lomax, R. G. (2004). A Beginner’s Guide to Structural Equation Modeling, Second Edition (2nd ed.). Mahwah, New Jersey: Lawrence Erlbaum Associates Inc.
24.
go back to reference Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70.CrossRef Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70.CrossRef
25.
go back to reference Sholom, G. (2012). PROMs: A Critical Step. But Only One of Many. HealthcarePapers, 11(4), 29–33. Sholom, G. (2012). PROMs: A Critical Step. But Only One of Many. HealthcarePapers, 11(4), 29–33.
26.
go back to reference Lemieux, V., Levesque, J. F., & Ehrmann-Feldman, D. (2011). Are primary healthcare organizational attributes associated with patient self-efficacy for managing chronic disease? Health Policy, 6(4), e89–e105. Lemieux, V., Levesque, J. F., & Ehrmann-Feldman, D. (2011). Are primary healthcare organizational attributes associated with patient self-efficacy for managing chronic disease? Health Policy, 6(4), e89–e105.
27.
go back to reference Feldman, D. E., Bernatsky, S., Levesque, J. F., Van, M. T., Houde, M., & April, K. T. (2010). Access and perceived need for physical and occupational therapy in chronic arthritis. Disability and Rehabilitation, 32(22), 1827–1832.PubMedCrossRef Feldman, D. E., Bernatsky, S., Levesque, J. F., Van, M. T., Houde, M., & April, K. T. (2010). Access and perceived need for physical and occupational therapy in chronic arthritis. Disability and Rehabilitation, 32(22), 1827–1832.PubMedCrossRef
28.
go back to reference Ware, J. E, Jr, Kosinski, M., & Keller, S. D. (1994). SF-36 physical & mental scales: A user’s manual. Boston, Massachusetts: The Health Institute, New England Medical Center. Ware, J. E, Jr, Kosinski, M., & Keller, S. D. (1994). SF-36 physical & mental scales: A user’s manual. Boston, Massachusetts: The Health Institute, New England Medical Center.
29.
go back to reference McHorney, C. A., Ware, J. E, Jr, & Raczek, A. E. (1993). The MOS 36-Item Short-Form Health Survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Medical Care, 31(3), 247–263.PubMedCrossRef McHorney, C. A., Ware, J. E, Jr, & Raczek, A. E. (1993). The MOS 36-Item Short-Form Health Survey (SF-36): II. Psychometric and clinical tests of validity in measuring physical and mental health constructs. Medical Care, 31(3), 247–263.PubMedCrossRef
30.
go back to reference Millsap, R. E., & Yun-Tein, J. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research, 39(3), 479–515.CrossRef Millsap, R. E., & Yun-Tein, J. (2004). Assessing factorial invariance in ordered-categorical measures. Multivariate Behavioral Research, 39(3), 479–515.CrossRef
31.
go back to reference Byrne, B. M. (2012). Structural equation modeling with Mplus : basic concepts, applications, and programming. New York: Routledge Academic. Byrne, B. M. (2012). Structural equation modeling with Mplus : basic concepts, applications, and programming. New York: Routledge Academic.
32.
go back to reference Inc, S. A. S. I. (2009). SAS/STAT 9.2 User’s Guide. Cary, NC: SAS Institute Inc. Inc, S. A. S. I. (2009). SAS/STAT 9.2 User’s Guide. Cary, NC: SAS Institute Inc.
33.
go back to reference Muthén, L. K., & Muthén, B. O. (1998–2010). Mplus user’s guide (Sixth Edition ed). Los Angeles, CA: Muthén & Muthén. Muthén, L. K., & Muthén, B. O. (1998–2010). Mplus user’s guide (Sixth Edition ed). Los Angeles, CA: Muthén & Muthén.
34.
go back to reference Muthén, B., & Muthén, L. (2011). MPlus (version 6.2). Los Angeles, CA: Statmodel. Muthén, B., & Muthén, L. (2011). MPlus (version 6.2). Los Angeles, CA: Statmodel.
35.
go back to reference Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in structural equation modeling. In I. G. R. H. R. O. Mueller (Ed.), Structural equation modeling: A second course (pp. 269-314). Greenwich, CT: Information Age Publishing. Finney, S. J., & DiStefano, C. (2006). Non-normal and categorical data in structural equation modeling. In I. G. R. H. R. O. Mueller (Ed.), Structural equation modeling: A second course (pp. 269-314). Greenwich, CT: Information Age Publishing.
36.
go back to reference Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13, 186–203.CrossRef Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13, 186–203.CrossRef
37.
go back to reference Nussbeck, F. W., Eid, M., & Lischetzke, T. (2006). Analysing multitrait–multimethod data with structural equation models for ordinal variables applying the WLSMV estimator: What sample size is needed for valid results? British Journal of Mathematical and Statistical Psychology, 59(1), 195–213.PubMedCrossRef Nussbeck, F. W., Eid, M., & Lischetzke, T. (2006). Analysing multitrait–multimethod data with structural equation models for ordinal variables applying the WLSMV estimator: What sample size is needed for valid results? British Journal of Mathematical and Statistical Psychology, 59(1), 195–213.PubMedCrossRef
39.
go back to reference Wilson, I. B., & Cleary, P. D. (1995). Linking clinical variables with health-related quality of life. A conceptual model of patient outcomes. JAMA, 273(1), 59–65.PubMedCrossRef Wilson, I. B., & Cleary, P. D. (1995). Linking clinical variables with health-related quality of life. A conceptual model of patient outcomes. JAMA, 273(1), 59–65.PubMedCrossRef
Metagegevens
Titel
Minimal evidence of response shift in the absence of a catalyst
Auteurs
Sara Ahmed
Richard Sawatzky
Jean-Frédéric Levesque
Deborah Ehrmann-Feldman
Carolyn E. Schwartz
Publicatiedatum
01-11-2014
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 9/2014
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-014-0699-3

Andere artikelen Uitgave 9/2014

Quality of Life Research 9/2014 Naar de uitgave