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Gepubliceerd in: Quality of Life Research 2/2017

05-08-2016

Measurement equivalence of the Consumer Assessment of Healthcare Providers and Systems (CAHPS®) Medicare survey items between Whites and Asians

Auteurs: Ron D. Hays, Neetu Chawla, Erin E. Kent, Neeraj K. Arora

Gepubliceerd in: Quality of Life Research | Uitgave 2/2017

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Abstract

Purpose

Asians report worse experiences with care than Whites. This could be due to true differences in care received, expectations about care, or survey response styles. We examined responses to the Consumer Assessment of Healthcare Providers and Systems (CAHPS®) Medicare survey items by Whites and Asians, controlling for underlying level on the CAHPS constructs.

Methods

We conducted multiple group analyses to evaluate measurement equivalence of CAHPS Medicare survey data between White and Asian Medicare beneficiaries for CAHPS reporting composites (communication with personal doctor, access to care, plan customer service) and global ratings of care using pooled data from 2007 to 2011. Responses were obtained from 1,326,410 non-Hispanic Whites and 40,672 non-Hispanic Asians (hereafter referred to as Whites and Asians). The median age for Whites was 70, with 24 % 80 or older, and 70 for Asians, with 23 % 80 or older. Fifty-eight percent of Whites and 56 % of Asians were female.

Results

A model without group-specific estimates fit the data as well as a model that included 12 group-specific estimates (7 factor loadings, 3 measured variable errors, and 2 item intercepts): Comparative Fit Index = 0.947 and 0.948; root-mean-square error of approximation = 0.052 and 0.052, respectively). Differences in latent CAHPS score means between Whites and Hispanics estimated from the two models were similar, differing by 0.053 SD or less.

Conclusions

This study provides support for measurement equivalence of the CAHPS Medicare survey composites (communication, access, customer service) and global ratings between White and Asian respondents, supporting comparisons of care experiences between the two groups.
Literatuur
1.
go back to reference Fongwa, M. N., Cunningham, W., Weech-Maldonado, R., Gutierrez, P. R., & Hays, R. D. (2008). Reports and ratings of care: Black and White Medicare enrollees. Journal of Health Care for the Poor and Underserved, 19, 1136–1147.CrossRefPubMed Fongwa, M. N., Cunningham, W., Weech-Maldonado, R., Gutierrez, P. R., & Hays, R. D. (2008). Reports and ratings of care: Black and White Medicare enrollees. Journal of Health Care for the Poor and Underserved, 19, 1136–1147.CrossRefPubMed
2.
go back to reference Setodji, C. M., Reise, S. P., Morales, L. S., Fongwa, M. N., & Hays, R. D. (2011). Differential item functioning by survey language among older Hispanics enrolled in Medicare managed care: A new method for anchor item selection. Medical Care, 49(3), 461–468. Setodji, C. M., Reise, S. P., Morales, L. S., Fongwa, M. N., & Hays, R. D. (2011). Differential item functioning by survey language among older Hispanics enrolled in Medicare managed care: A new method for anchor item selection. Medical Care, 49(3), 461–468.
3.
go back to reference Weech-Maldonado, R., Fongwa, M. N., Gutierrez, P., & Hays, R. D. (2008). Language and regional differences in evaluations of Medicare managed care by Hispanics. Health Services Research, 43(2), 552–568.CrossRefPubMedPubMedCentral Weech-Maldonado, R., Fongwa, M. N., Gutierrez, P., & Hays, R. D. (2008). Language and regional differences in evaluations of Medicare managed care by Hispanics. Health Services Research, 43(2), 552–568.CrossRefPubMedPubMedCentral
4.
go back to reference Snyder, R., Cunningham, W., Nakazono, T. T., & Hays, R. D. (2000). Access to medical care reported by Asians and Pacific Islanders in a West Coast physician group association. Medical Care Research and Review, 57, 196–215.CrossRefPubMed Snyder, R., Cunningham, W., Nakazono, T. T., & Hays, R. D. (2000). Access to medical care reported by Asians and Pacific Islanders in a West Coast physician group association. Medical Care Research and Review, 57, 196–215.CrossRefPubMed
5.
go back to reference Phillips, K., Mayer, M. L., & Aday, L. A. (2000). Barriers to care among racial/ethnic groups under managed care. Health Affairs, 19(4), 65–75.CrossRefPubMed Phillips, K., Mayer, M. L., & Aday, L. A. (2000). Barriers to care among racial/ethnic groups under managed care. Health Affairs, 19(4), 65–75.CrossRefPubMed
6.
go back to reference Haviland, M., Morales, L. S., Reise, S. P., & Hays, R. D. (2003). Do health care ratings differ by race or ethnicity? Joint Commission Journal on Quality and Patient Safety, 29(3), 134–145.CrossRef Haviland, M., Morales, L. S., Reise, S. P., & Hays, R. D. (2003). Do health care ratings differ by race or ethnicity? Joint Commission Journal on Quality and Patient Safety, 29(3), 134–145.CrossRef
7.
go back to reference Ngo-Metzger, Q., Legedza, A., & Phillips, R. S. (2004). Asian Americans’ reports of their health care experiences. Journal of General Internal Medicine, 19(2), 111–119.CrossRefPubMedPubMedCentral Ngo-Metzger, Q., Legedza, A., & Phillips, R. S. (2004). Asian Americans’ reports of their health care experiences. Journal of General Internal Medicine, 19(2), 111–119.CrossRefPubMedPubMedCentral
8.
go back to reference Morales, L. S., Elliott, M. N., Weech-Maldonado, R., Spritzer, K., & Hays, R. D. (2001). Differences in CAHPS adult survey reports and ratings by race and ethnicity: An analysis of the National CAHPS benchmarking data 1.0. Health Services Research, 36(3), 595–617.PubMedPubMedCentral Morales, L. S., Elliott, M. N., Weech-Maldonado, R., Spritzer, K., & Hays, R. D. (2001). Differences in CAHPS adult survey reports and ratings by race and ethnicity: An analysis of the National CAHPS benchmarking data 1.0. Health Services Research, 36(3), 595–617.PubMedPubMedCentral
9.
go back to reference Rodriguez, H., von Glahn, T., Grembowki, D. E., Rogers, W. H., & Safran, D. G. (2008). Physician effects on racial and ethnic disparities in patients’ experiences of primary care. Journal of General Internal Medicine, 23(10), 1666–1672.CrossRefPubMedPubMedCentral Rodriguez, H., von Glahn, T., Grembowki, D. E., Rogers, W. H., & Safran, D. G. (2008). Physician effects on racial and ethnic disparities in patients’ experiences of primary care. Journal of General Internal Medicine, 23(10), 1666–1672.CrossRefPubMedPubMedCentral
10.
go back to reference Saha, S., & Hickam, D. H. (2003). Explaining low ratings of patient satisfaction among Asian-Americans. American Journal of Medical Quality, 18(6), 256–264CrossRefPubMed Saha, S., & Hickam, D. H. (2003). Explaining low ratings of patient satisfaction among Asian-Americans. American Journal of Medical Quality, 18(6), 256–264CrossRefPubMed
11.
go back to reference Virnig, B. A., Lurie, N., Huang, Z., Musgrave, D., McBean, A. M., & Dowd, B. (2002). Racial variation in quality of care among medicare + choice enrollees. Health Affairs, 21(6), 224–230.CrossRefPubMed Virnig, B. A., Lurie, N., Huang, Z., Musgrave, D., McBean, A. M., & Dowd, B. (2002). Racial variation in quality of care among medicare + choice enrollees. Health Affairs, 21(6), 224–230.CrossRefPubMed
12.
go back to reference Rodriguez, H. T., & Crane, P. K. (2011). Examining multiple spurces of differential item functioning on the Clinical & Group CAHPS® Survey. Health Services Research, 46(6), 1778–1802.CrossRefPubMedPubMedCentral Rodriguez, H. T., & Crane, P. K. (2011). Examining multiple spurces of differential item functioning on the Clinical & Group CAHPS® Survey. Health Services Research, 46(6), 1778–1802.CrossRefPubMedPubMedCentral
13.
go back to reference Zhu, J., Weingart, S. N., Ritter, G. A., Tompkins, C. P., & Garnick, D. W. (2015). Racial/ethnic disparities in patient experience with communication in hospitals: Real differences or measurement errors? Medical Care, 53, 446–454.CrossRefPubMed Zhu, J., Weingart, S. N., Ritter, G. A., Tompkins, C. P., & Garnick, D. W. (2015). Racial/ethnic disparities in patient experience with communication in hospitals: Real differences or measurement errors? Medical Care, 53, 446–454.CrossRefPubMed
15.
go back to reference Mayer, L. A., Elliott, M. N., Haas, A., Hays, R. D., & Weinick, R. M. (2016). Less use of extreme response options by Asians to standardized care scenarios may explain some racial/ethnic differences in CAHPS scores. Medical Care, 54, 38–44.CrossRefPubMed Mayer, L. A., Elliott, M. N., Haas, A., Hays, R. D., & Weinick, R. M. (2016). Less use of extreme response options by Asians to standardized care scenarios may explain some racial/ethnic differences in CAHPS scores. Medical Care, 54, 38–44.CrossRefPubMed
16.
go back to reference Chawla, N., Urato, M., Ambs, A., Schussler, N., Hays, R. D., Clauser, S. B., et al. (2015). Unveiling SEER-CAHPS®: A new data resource for quality of care research. Journal of General Internal Medicine, 30, 641–650.CrossRefPubMedPubMedCentral Chawla, N., Urato, M., Ambs, A., Schussler, N., Hays, R. D., Clauser, S. B., et al. (2015). Unveiling SEER-CAHPS®: A new data resource for quality of care research. Journal of General Internal Medicine, 30, 641–650.CrossRefPubMedPubMedCentral
17.
go back to reference Marshall, G. N., Morales, L. S., Elliott, M., Spritzer, K., & Hays, R. D. (2001). Confirmatory factor analysis of the consumer assessment of health plans study (CAHPS) 1.0 core survey. Psychological Assessment, 13, 216–229.CrossRefPubMedPubMedCentral Marshall, G. N., Morales, L. S., Elliott, M., Spritzer, K., & Hays, R. D. (2001). Confirmatory factor analysis of the consumer assessment of health plans study (CAHPS) 1.0 core survey. Psychological Assessment, 13, 216–229.CrossRefPubMedPubMedCentral
18.
go back to reference Byrne, B. M. (1994). Structural equation modeling with EQS and EQS/Windows: Basic concepts, applications, and programming. Thousand Oaks, CA: Sage. Byrne, B. M. (1994). Structural equation modeling with EQS and EQS/Windows: Basic concepts, applications, and programming. Thousand Oaks, CA: Sage.
19.
go back to reference Bann, C. M., Iannacchione, V. G., & Sekscenski, E. S. (2005). Evaluating the effect of translation on Spanish speakers’ ratings of medicare. Health Care Financing Review, 26, 51–65.PubMedPubMedCentral Bann, C. M., Iannacchione, V. G., & Sekscenski, E. S. (2005). Evaluating the effect of translation on Spanish speakers’ ratings of medicare. Health Care Financing Review, 26, 51–65.PubMedPubMedCentral
20.
go back to reference MacCallum, R. (1986). Specification searches in covariance structural modeling. Psychological Bulletin, 100, 107–120.CrossRef MacCallum, R. (1986). Specification searches in covariance structural modeling. Psychological Bulletin, 100, 107–120.CrossRef
21.
go back to reference Cudeck, R., & Browne, M. W. (1983). Cross-validation of covariance structures with multitrait-multi-occasion data. Paper presented at the meeting of the Psychometric Society, Los Angeles, CA. Cudeck, R., & Browne, M. W. (1983). Cross-validation of covariance structures with multitrait-multi-occasion data. Paper presented at the meeting of the Psychometric Society, Los Angeles, CA.
22.
go back to reference Olsson, U. H., Foss, T., Torye, S. V., & Howell, R. D. (2000). The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality. Structural Equation Modeling, 7, 557–595.CrossRef Olsson, U. H., Foss, T., Torye, S. V., & Howell, R. D. (2000). The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality. Structural Equation Modeling, 7, 557–595.CrossRef
23.
go back to reference Chen, L. (1995). Testing the mean of skewed distributions. Journal of the American Statistical Association, 90, 767–772.CrossRef Chen, L. (1995). Testing the mean of skewed distributions. Journal of the American Statistical Association, 90, 767–772.CrossRef
24.
go back to reference Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–606.CrossRef Bentler, P. M., & Bonett, D. G. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88, 588–606.CrossRef
25.
go back to reference Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238–246.CrossRefPubMed Bentler, P. M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107, 238–246.CrossRefPubMed
26.
go back to reference Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. Sociological Methods & Research, 21, 230–239.CrossRef Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. Sociological Methods & Research, 21, 230–239.CrossRef
28.
go back to reference Quigley, D. D., Elliott, M. N., Burkhart, Q., Farley, D. O., Skootsky, S. A., & Hays, R. D. (2013). Specialties differ in which aspects of doctor communication predict overall physician ratings? Journal of General Internal Medicine, 29, 447–454.CrossRefPubMedPubMedCentral Quigley, D. D., Elliott, M. N., Burkhart, Q., Farley, D. O., Skootsky, S. A., & Hays, R. D. (2013). Specialties differ in which aspects of doctor communication predict overall physician ratings? Journal of General Internal Medicine, 29, 447–454.CrossRefPubMedPubMedCentral
29.
go back to reference Weech-Maldonado, R., Morales, L. S., Elliott, M., Spritzer, K. L., Marshall, G., & Hays, R. D. (2003). Race/ethnicity, language and patients’ assessments of care in Medicaid managed care. Health Services Research, 38, 789–808.CrossRefPubMedPubMedCentral Weech-Maldonado, R., Morales, L. S., Elliott, M., Spritzer, K. L., Marshall, G., & Hays, R. D. (2003). Race/ethnicity, language and patients’ assessments of care in Medicaid managed care. Health Services Research, 38, 789–808.CrossRefPubMedPubMedCentral
Metagegevens
Titel
Measurement equivalence of the Consumer Assessment of Healthcare Providers and Systems (CAHPS®) Medicare survey items between Whites and Asians
Auteurs
Ron D. Hays
Neetu Chawla
Erin E. Kent
Neeraj K. Arora
Publicatiedatum
05-08-2016
Uitgeverij
Springer International Publishing
Gepubliceerd in
Quality of Life Research / Uitgave 2/2017
Print ISSN: 0962-9343
Elektronisch ISSN: 1573-2649
DOI
https://doi.org/10.1007/s11136-016-1383-6

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