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Gepubliceerd in: Quality of Life Research 11/2017

05-07-2017

Evaluating measurement invariance across assessment modes of phone interview and computer self-administered survey for the PROMIS measures in a population-based cohort of localized prostate cancer survivors

Auteurs: Mian Wang, Ronald C. Chen, Deborah S. Usinger, Bryce B. Reeve

Gepubliceerd in: Quality of Life Research | Uitgave 11/2017

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Abstract

Purpose

To evaluate measurement invariance (phone interview vs computer self-administered survey) of 15 PROMIS measures responded by a population-based cohort of localized prostate cancer survivors.

Methods

Participants were part of the North Carolina Prostate Cancer Comparative Effectiveness and Survivorship Study. Out of the 952 men who took the phone interview at 24 months post-treatment, 401 of them also completed the same survey online using a home computer. Unidimensionality of the PROMIS measures was examined using single-factor confirmatory factor analysis (CFA) models. Measurement invariance testing was conducted using longitudinal CFA via a model comparison approach. For strongly or partially strongly invariant measures, changes in the latent factors and factor autocorrelations were also estimated and tested.

Results

Six measures (sleep disturbance, sleep-related impairment, diarrhea, illness impact—negative, illness impact—positive, and global satisfaction with sex life) had locally dependent items, and therefore model modifications had to be made on these domains prior to measurement invariance testing. Overall, seven measures achieved strong invariance (all items had equal loadings and thresholds), and four measures achieved partial strong invariance (each measure had one item with unequal loadings and thresholds). Three measures (pain interference, interest in sexual activity, and global satisfaction with sex life) failed to establish configural invariance due to between-mode differences in factor patterns.

Conclusions

This study supports the use of phone-based live interviewers in lieu of PC-based assessment (when needed) for many of the PROMIS measures.
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Literatuur
1.
go back to reference Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., et al. (2010). The Patient-Reported Outcomes Measurement Information System (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005-2008. Journal of Clinical Epidemiology, 63(11), 1179–1194. doi:10.1016/j.jclinepi.2010.04.011.CrossRefPubMedPubMedCentral Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., et al. (2010). The Patient-Reported Outcomes Measurement Information System (PROMIS) developed and tested its first wave of adult self-reported health outcome item banks: 2005-2008. Journal of Clinical Epidemiology, 63(11), 1179–1194. doi:10.​1016/​j.​jclinepi.​2010.​04.​011.CrossRefPubMedPubMedCentral
3.
go back to reference Reeve, B. B., Hays, R. D., Bjorner, J. B., Cook, K. F., Crane, P. K., Teresi, J. A., Thissen, D., Revicki, D. A., Weiss, D. J., Hambleton, R. K., Liu, H., Gershon, R., Reise, S. P., Lai, J., Cella, D., & PROMIS Cooperative Group. (2007). Psychometric evaluation and calibration of health-related quality of life item banks: Plans for the patient-reported outcomes measurement information system (PROMIS). Medical Care, 45(5), S22–S31. Retrieved from http://www.jstor.org/stable/40221455 Reeve, B. B., Hays, R. D., Bjorner, J. B., Cook, K. F., Crane, P. K., Teresi, J. A., Thissen, D., Revicki, D. A., Weiss, D. J., Hambleton, R. K., Liu, H., Gershon, R., Reise, S. P., Lai, J., Cella, D., & PROMIS Cooperative Group. (2007). Psychometric evaluation and calibration of health-related quality of life item banks: Plans for the patient-reported outcomes measurement information system (PROMIS). Medical Care, 45(5), S22–S31. Retrieved from http://​www.​jstor.​org/​stable/​40221455
4.
go back to reference Alonso, J., Bartlett, S. J., Rose, M., Aaronson, N. K., Chaplin, J. E., Efficace, F., et al. (2013). The case for an international patient-reported outcomes measurement information system (PROMIS) initiative. Health and Quality of Life Outcomes, 11, 210. doi:10.1186/1477-7525-11-210.CrossRefPubMedPubMedCentral Alonso, J., Bartlett, S. J., Rose, M., Aaronson, N. K., Chaplin, J. E., Efficace, F., et al. (2013). The case for an international patient-reported outcomes measurement information system (PROMIS) initiative. Health and Quality of Life Outcomes, 11, 210. doi:10.​1186/​1477-7525-11-210.CrossRefPubMedPubMedCentral
5.
go back to reference Hahn, E. A., Cella, D., Dobrez, D., Shiomoto, G., Marcus, E., Taylor, S. G., et al. (2004). The talking touchscreen: A new approach to outcomes assessment in low literacy. Psycho-Oncology, 13(2), 86–95. doi:10.1002/pon.719.CrossRefPubMed Hahn, E. A., Cella, D., Dobrez, D., Shiomoto, G., Marcus, E., Taylor, S. G., et al. (2004). The talking touchscreen: A new approach to outcomes assessment in low literacy. Psycho-Oncology, 13(2), 86–95. doi:10.​1002/​pon.​719.CrossRefPubMed
6.
go back to reference Bjorner, J. B., Rose, M., Gandek, B., Stone, A. A., Junghaenel, D. U., & Ware, J. E., Jr. (2014). Difference in method of administration did not significantly impact item response: An IRT-based analysis from the patient-reported outcomes measurement information system (PROMIS) initiative. Quality of Life Research, 23(1), 217–227. doi:10.1007/s11136-013-0451-4.CrossRefPubMed Bjorner, J. B., Rose, M., Gandek, B., Stone, A. A., Junghaenel, D. U., & Ware, J. E., Jr. (2014). Difference in method of administration did not significantly impact item response: An IRT-based analysis from the patient-reported outcomes measurement information system (PROMIS) initiative. Quality of Life Research, 23(1), 217–227. doi:10.​1007/​s11136-013-0451-4.CrossRefPubMed
8.
go back to reference Chen, R. C., Carpenter, W. R., Kim, M., Hendrix, L. H., Agans, R. P., Meyer, A. M., et al. (2015). Design of the North Carolina prostate cancer comparative effectiveness and survivorship study (NC ProCESS). Journal of Comparative Effectiveness Research, 4(1), 3–9. doi:10.2217/cer.14.67.CrossRefPubMed Chen, R. C., Carpenter, W. R., Kim, M., Hendrix, L. H., Agans, R. P., Meyer, A. M., et al. (2015). Design of the North Carolina prostate cancer comparative effectiveness and survivorship study (NC ProCESS). Journal of Comparative Effectiveness Research, 4(1), 3–9. doi:10.​2217/​cer.​14.​67.CrossRefPubMed
9.
go back to reference Quach, C. W., Langer, M. M., Chen, R. C., Thissen, D., Usinger, D. S., Emerson, M. A., et al. (2016). Reliability and validity of PROMIS measures administered by telephone interview in a longitudinal localized prostate cancer study. Quality of Life Research, 25(11), 2811–2823. doi:10.1007/s11136-016-1325-3.CrossRefPubMed Quach, C. W., Langer, M. M., Chen, R. C., Thissen, D., Usinger, D. S., Emerson, M. A., et al. (2016). Reliability and validity of PROMIS measures administered by telephone interview in a longitudinal localized prostate cancer study. Quality of Life Research, 25(11), 2811–2823. doi:10.​1007/​s11136-016-1325-3.CrossRefPubMed
12.
go back to reference Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. doi:10.1080/10705519909540118.CrossRef Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. doi:10.​1080/​1070551990954011​8.CrossRef
13.
go back to reference Sass, D. A. (2011). Testing measurement invariance and comparing latent factor means within a confirmatory factor analysis framework. Journal of Psychoeducational Assessment, 29(4), 347–363. doi:10.1177/0734282911406661.CrossRef Sass, D. A. (2011). Testing measurement invariance and comparing latent factor means within a confirmatory factor analysis framework. Journal of Psychoeducational Assessment, 29(4), 347–363. doi:10.​1177/​0734282911406661​.CrossRef
15.
go back to reference Little, T. D. (2013). Longitudinal structural equation modeling. New York: Guilford Press. Little, T. D. (2013). Longitudinal structural equation modeling. New York: Guilford Press.
16.
go back to reference Muthén, L. K., & Muthén, B. O. (1998–2017). Mplus user’s guide (8th edn). Los Angeles: Muthén & Muthén. Muthén, L. K., & Muthén, B. O. (1998–2017). Mplus user’s guide (8th edn). Los Angeles: Muthén & Muthén.
20.
go back to reference Jamshidian, M., Jalal, S., & Jansen, C. (2014). MissMech: An R package for testing homoscedasticity, multivariate normality, and missing completely at random (MCAR). Journal of Statistical Software, 56(6), 1–31. doi:10.18637/jss.v056.i06.CrossRef Jamshidian, M., Jalal, S., & Jansen, C. (2014). MissMech: An R package for testing homoscedasticity, multivariate normality, and missing completely at random (MCAR). Journal of Statistical Software, 56(6), 1–31. doi:10.​18637/​jss.​v056.​i06.CrossRef
25.
go back to reference Rubin, D. B. (1987). Multiple imputation for nonresponse in surveys. New York: John Wiley & Sons.CrossRef Rubin, D. B. (1987). Multiple imputation for nonresponse in surveys. New York: John Wiley & Sons.CrossRef
29.
go back to reference Weinfurt, K. P., Lin, L., Bruner, D. W., Cyranowski, J. M., Dombeck, C. B., Hahn, E. A., et al. (2015). Development and initial validation of the PROMIS sexual function and satisfaction measures version 2.0. The Journal of Sexual Medicine, 12(9), 1961–1974. doi:10.1111/jsm.12966.CrossRefPubMed Weinfurt, K. P., Lin, L., Bruner, D. W., Cyranowski, J. M., Dombeck, C. B., Hahn, E. A., et al. (2015). Development and initial validation of the PROMIS sexual function and satisfaction measures version 2.0. The Journal of Sexual Medicine, 12(9), 1961–1974. doi:10.​1111/​jsm.​12966.CrossRefPubMed
Metagegevens
Titel
Evaluating measurement invariance across assessment modes of phone interview and computer self-administered survey for the PROMIS measures in a population-based cohort of localized prostate cancer survivors
Auteurs
Mian Wang
Ronald C. Chen
Deborah S. Usinger
Bryce B. Reeve
Publicatiedatum
05-07-2017
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 11/2017
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-017-1640-3

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