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Published in: Quality of Life Research 2/2022

01-02-2022 | Kidney Transplantation

Investigation of measurement invariance in longitudinal health-related quality of life in preemptive or previously dialyzed kidney transplant recipients

Authors: Line Auneau-Enjalbert, Myriam Blanchin, Magali Giral, Aurélie Meurette, Emmanuel Morelon, Laetitia Albano, Jean-Benoit Hardouin, Véronique Sébille

Published in: Quality of Life Research | Issue 2/2022

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Abstract

Purpose

Kidney transplantation (KT) can impact patients’ evaluation of health-related quality of life (HRQoL) as they adapt to their new life with a graft and its changes. Patients may adapt to KT in a different way, depending on whether they were on dialysis prior to transplantation or not (i.e. preemptive group). This may result in lack of measurement invariance between these patients’ groups and/or over time (i.e. response shift, RS) which may invalidate the between-group comparison of HRQoL change scores. The aim of this study was to investigate and compare RS before and after KT between these two patients’ groups. Measurement invariance was investigated between groups and over time with three measurement occasions.

Methods

Adult patients completed the SF-36 at the last visit before KT, and 3, 6 months after. A structural equation model-based procedure was used to (i) detect and take into account measurement non-invariance between groups and RS, if appropriate, (ii) identify the period of occurrence of RS, (iii) study the heterogeneity of RS between the two groups.

Results

Before KT (i.e. baseline), measurement invariance was not rejected between dialyzed (n = 196) and preemptive (n = 178) patients’ groups. Between baseline and 3 months after KT, similar uniform recalibration was detected on the general health domain in both groups. Uniform recalibration was found between 3- and 6 months after KT on the vitality domain for preemptive patients only.

Conclusion

HRQoL, adjusted for RS, increased overall for preemptive and dialyzed kidney transplant patients after transplantation. RS may reflect differing adaptation processes following KT.
Appendix
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Literature
1.
go back to reference Wolfe, R. A., Ashby, V. B., Milford, E. L., Ojo, A. O., Ettenger, R. E., Agodoa, L. Y., … Port, F. K. (1999). Comparison of mortality in all patients on dialysis, patients on dialysis awaiting transplantation, and recipients of a first cadaveric transplant. The New England Journal of Medicine, 341(23), 1725–1730. https://doi.org/10.1056/NEJM199912023412303 Wolfe, R. A., Ashby, V. B., Milford, E. L., Ojo, A. O., Ettenger, R. E., Agodoa, L. Y., … Port, F. K. (1999). Comparison of mortality in all patients on dialysis, patients on dialysis awaiting transplantation, and recipients of a first cadaveric transplant. The New England Journal of Medicine, 341(23), 1725–1730. https://​doi.​org/​10.​1056/​NEJM199912023412​303
2.
go back to reference Tonelli, M., Wiebe, N., Knoll, G., Bello, A., Browne, S., Jadhav, D., … Gill, J. (2011). Systematic review: Kidney transplantation compared with dialysis in clinically relevant outcomes. American Journal of Transplantation: Official Journal of the American Society of Transplantation and the American Society of Transplant Surgeons, 11(10), 2093–2109. Tonelli, M., Wiebe, N., Knoll, G., Bello, A., Browne, S., Jadhav, D., … Gill, J. (2011). Systematic review: Kidney transplantation compared with dialysis in clinically relevant outcomes. American Journal of Transplantation: Official Journal of the American Society of Transplantation and the American Society of Transplant Surgeons, 11(10), 2093–2109.
5.
go back to reference Rebollo, P., Ortega, F., Baltar, J. M., Badía, X., Alvarez-Ude, F., Díaz-Corte, C., … Alvarez-Grande, J. (2000). Health related quality of life (HRQOL) of kidney transplanted patients: Variables that influence it. Clinical Transplantation, 14(3), 199–207. Rebollo, P., Ortega, F., Baltar, J. M., Badía, X., Alvarez-Ude, F., Díaz-Corte, C., … Alvarez-Grande, J. (2000). Health related quality of life (HRQOL) of kidney transplanted patients: Variables that influence it. Clinical Transplantation, 14(3), 199–207.
6.
9.
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
13.
go back to reference Sajobi, T. T., Brahmbatt, R., Lix, L. M., Zumbo, B. D., & Sawatzky, R. (2018). Scoping review of response shift methods: Current reporting practices and recommendations. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 27(5), 1133–1146. https://doi.org/10.1007/s11136-017-1751-xCrossRef Sajobi, T. T., Brahmbatt, R., Lix, L. M., Zumbo, B. D., & Sawatzky, R. (2018). Scoping review of response shift methods: Current reporting practices and recommendations. Quality of Life Research: An International Journal of Quality of Life Aspects of Treatment, Care and Rehabilitation, 27(5), 1133–1146. https://​doi.​org/​10.​1007/​s11136-017-1751-xCrossRef
19.
go back to reference Schipper, K., Abma, T. A., Koops, C., Bakker, I., Sanderman, R., & Schroevers, M. J. (2014). Sweet and sour after renal transplantation: A qualitative study about the positive and negative consequences of renal transplantation. British Journal of Health Psychology, 19(3), 580–591. https://doi.org/10.1111/bjhp.12057CrossRefPubMed Schipper, K., Abma, T. A., Koops, C., Bakker, I., Sanderman, R., & Schroevers, M. J. (2014). Sweet and sour after renal transplantation: A qualitative study about the positive and negative consequences of renal transplantation. British Journal of Health Psychology, 19(3), 580–591. https://​doi.​org/​10.​1111/​bjhp.​12057CrossRefPubMed
20.
go back to reference Smith, D., Loewenstein, G., Jepson, C., Jankovich, A., Feldman, H., & Ubel, P. (2008). Mispredicting and misremembering: Patients with renal failure overestimate improvements in quality of life after a kidney transplant. Health Psychology, 27(5), 653–658. https://doi.org/10.1037/a0012647CrossRefPubMed Smith, D., Loewenstein, G., Jepson, C., Jankovich, A., Feldman, H., & Ubel, P. (2008). Mispredicting and misremembering: Patients with renal failure overestimate improvements in quality of life after a kidney transplant. Health Psychology, 27(5), 653–658. https://​doi.​org/​10.​1037/​a0012647CrossRefPubMed
21.
go back to reference Sébille, V., Hardouin, J.-B., Giral, M., Bonnaud-Antignac, A., Tessier, P., Papuchon, E., … Meurette, A. (2016). Prospective, multicenter, controlled study of quality of life, psychological adjustment process and medical outcomes of patients receiving a preemptive kidney transplant compared to a similar population of recipients after a dialysis period of less than three years—The PreKit-QoL study protocol. BMC Nephrology.https://doi.org/10.1186/s12882-016-0225-7 Sébille, V., Hardouin, J.-B., Giral, M., Bonnaud-Antignac, A., Tessier, P., Papuchon, E., … Meurette, A. (2016). Prospective, multicenter, controlled study of quality of life, psychological adjustment process and medical outcomes of patients receiving a preemptive kidney transplant compared to a similar population of recipients after a dialysis period of less than three years—The PreKit-QoL study protocol. BMC Nephrology.https://​doi.​org/​10.​1186/​s12882-016-0225-7
22.
go back to reference Leplège, A., Ecosse, E., Pouchot, J., Coste, J., & Perneger, T. (2011). Le questionnaire MOS SF-36: Manuel d’utilisateur et guide d’interprétation des scores. Estem. Leplège, A., Ecosse, E., Pouchot, J., Coste, J., & Perneger, T. (2011). Le questionnaire MOS SF-36: Manuel d’utilisateur et guide d’interprétation des scores. Estem.
27.
go back to reference Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230–258.CrossRef Browne, M. W., & Cudeck, R. (1992). Alternative ways of assessing model fit. Sociological Methods & Research, 21(2), 230–258.CrossRef
28.
go back to reference Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255.CrossRef Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233–255.CrossRef
30.
35.
go back to reference Jhamb, M., Jhamb, M., Liang, K., Yabes, J., Steel, J. L., Dew, M. A., … Unruh, M. (2013). Prevalence and correlates of fatigue in chronic kidney disease and end-stage renal disease: Are sleep disorders a key to understanding fatigue? American Journal of Nephrology, 38(6), 489–495.https://doi.org/10.1159/000356939 Jhamb, M., Jhamb, M., Liang, K., Yabes, J., Steel, J. L., Dew, M. A., … Unruh, M. (2013). Prevalence and correlates of fatigue in chronic kidney disease and end-stage renal disease: Are sleep disorders a key to understanding fatigue? American Journal of Nephrology, 38(6), 489–495.https://​doi.​org/​10.​1159/​000356939
36.
go back to reference Little, T. D. (2013). Longitudinal structural equation modeling. Guilford Press. Little, T. D. (2013). Longitudinal structural equation modeling. Guilford Press.
39.
go back to reference Wang, Y. A., & Rhemtulla, M. (2021). Power analysis for parameter estimation in structural equation modeling: A discussion and tutorial. Advances in Methods and Practices in Psychological Science, 4(1), 1–17.CrossRef Wang, Y. A., & Rhemtulla, M. (2021). Power analysis for parameter estimation in structural equation modeling: A discussion and tutorial. Advances in Methods and Practices in Psychological Science, 4(1), 1–17.CrossRef
42.
go back to reference Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Press. Kline, R. B. (2015). Principles and practice of structural equation modeling (4th ed.). Guilford Press.
47.
go back to reference Guilleux, A., Blanchin, M., Vanier, A., Guillemin, F., Falissard, B., Schwartz, C. E., … Sébille, V. (2015). RespOnse Shift ALgorithm in Item response theory (ROSALI) for response shift detection with missing data in longitudinal patient-reported outcome studies. Quality of Life Research, 24(3), 553–564.https://doi.org/10.1007/s11136-014-0876-4 Guilleux, A., Blanchin, M., Vanier, A., Guillemin, F., Falissard, B., Schwartz, C. E., … Sébille, V. (2015). RespOnse Shift ALgorithm in Item response theory (ROSALI) for response shift detection with missing data in longitudinal patient-reported outcome studies. Quality of Life Research, 24(3), 553–564.https://​doi.​org/​10.​1007/​s11136-014-0876-4
48.
go back to reference Blanchin, M., Guilleux, A., Hardouin, J.-B., & Sébille, V. (2020). Comparison of structural equation modelling, item response theory and Rasch measurement theory-based methods for response shift detection at item level: A simulation study. Statistical Methods in Medical Research, 29(4), 1015–1029. https://doi.org/10.1177/0962280219884574CrossRefPubMed Blanchin, M., Guilleux, A., Hardouin, J.-B., & Sébille, V. (2020). Comparison of structural equation modelling, item response theory and Rasch measurement theory-based methods for response shift detection at item level: A simulation study. Statistical Methods in Medical Research, 29(4), 1015–1029. https://​doi.​org/​10.​1177/​0962280219884574​CrossRefPubMed
Metadata
Title
Investigation of measurement invariance in longitudinal health-related quality of life in preemptive or previously dialyzed kidney transplant recipients
Authors
Line Auneau-Enjalbert
Myriam Blanchin
Magali Giral
Aurélie Meurette
Emmanuel Morelon
Laetitia Albano
Jean-Benoit Hardouin
Véronique Sébille
Publication date
01-02-2022
Publisher
Springer International Publishing
Published in
Quality of Life Research / Issue 2/2022
Print ISSN: 0962-9343
Electronic ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-021-02916-z

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