TY - JOUR
T1 - Classification of Medicaid Coverage on Birth Records in Wisconsin, 2011-2012
AU - Mallinson, David C.
AU - Ehrenthal, Deborah B.
N1 - Funding Information:
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: Support was provided by the University of Wisconsin (UW)–Madison Clinical and Translational Science Award program, through the National Institutes of Health (NIH) National Center for Advancing Translational Sciences, grant UL1TR000427; the UW School of Medicine and Public Health’s Wisconsin Partnership Program (WPP); and the UW–Madison Institute for Research on Poverty (IRP). The content of this article does not necessarily represent the official views of NIH, WPP, or IRP.
Funding Information:
The authors of this article are solely responsible for the content therein. The authors thank the Wisconsin Department of Children and Families and Department of Health Services for the use of data for this analysis, but these agencies do not certify the accuracy of the analyses presented. The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: Support was provided by the University of Wisconsin (UW)–Madison Clinical and Translational Science Award program, through the National Institutes of Health (NIH) National Center for Advancing Translational Sciences, grant UL1TR000427; the UW School of Medicine and Public Health’s Wisconsin Partnership Program (WPP); and the UW–Madison Institute for Research on Poverty (IRP). The content of this article does not necessarily represent the official views of NIH, WPP, or IRP.
Publisher Copyright:
© 2019, Association of Schools and Programs of Public Health.
PY - 2019/9/1
Y1 - 2019/9/1
N2 - Objectives: In 2011, Wisconsin introduced the 2003 Revision of the US Standard Certificate of Live Birth, which includes a variable for principal payer. This variable could help in estimating Medicaid coverage for delivery services, but its accuracy in most states is not known. Our objective was to validate Medicaid payer classification on Wisconsin birth records. Methods: We linked 128 141 Wisconsin birth records (2011-2012 calendar years) to 54 600 Medicaid claims. Using claims as the gold standard, we measured the payer variable’s validity (sensitivity, specificity, positive predictive value [PPV], negative predictive value [NPV]) overall and by maternal age, race/ethnicity, education, facility delivery volume, and the Medicaid proportion of facility delivery volume. Multivariable log-binomial regression tested the association between each characteristic and payer misclassification among Medicaid-paid births. Results: Of 128 141 birth records, 50 652 (39.5%) indicated Medicaid as the principal payer and 54 600 (42.6%) linked to a Medicaid claim. The birth record misclassified 10 007 of 54 600 (18.3%) Medicaid-paid births as non-Medicaid and 6059 of 73 541 (8.2%) non-Medicaid births as Medicaid-paid. The payer variable was less sensitive (81.7%) than specific (91.8%), and PPV and NPV were similar (∼88%). Sensitivity was highest among mothers who were Hispanic, had no high school diploma, or delivered in Medicaid-majority delivery facilities. Maternal age ≥40, maternal education >high school, and delivering in a non–Medicaid-majority delivery facility were positively associated with payer misclassification among Medicaid-paid births. Conclusion: Differential misclassification of principal payer in the birth record may bias risk surveillance of Medicaid deliveries.
AB - Objectives: In 2011, Wisconsin introduced the 2003 Revision of the US Standard Certificate of Live Birth, which includes a variable for principal payer. This variable could help in estimating Medicaid coverage for delivery services, but its accuracy in most states is not known. Our objective was to validate Medicaid payer classification on Wisconsin birth records. Methods: We linked 128 141 Wisconsin birth records (2011-2012 calendar years) to 54 600 Medicaid claims. Using claims as the gold standard, we measured the payer variable’s validity (sensitivity, specificity, positive predictive value [PPV], negative predictive value [NPV]) overall and by maternal age, race/ethnicity, education, facility delivery volume, and the Medicaid proportion of facility delivery volume. Multivariable log-binomial regression tested the association between each characteristic and payer misclassification among Medicaid-paid births. Results: Of 128 141 birth records, 50 652 (39.5%) indicated Medicaid as the principal payer and 54 600 (42.6%) linked to a Medicaid claim. The birth record misclassified 10 007 of 54 600 (18.3%) Medicaid-paid births as non-Medicaid and 6059 of 73 541 (8.2%) non-Medicaid births as Medicaid-paid. The payer variable was less sensitive (81.7%) than specific (91.8%), and PPV and NPV were similar (∼88%). Sensitivity was highest among mothers who were Hispanic, had no high school diploma, or delivered in Medicaid-majority delivery facilities. Maternal age ≥40, maternal education >high school, and delivering in a non–Medicaid-majority delivery facility were positively associated with payer misclassification among Medicaid-paid births. Conclusion: Differential misclassification of principal payer in the birth record may bias risk surveillance of Medicaid deliveries.
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U2 - 10.1177/0033354919860503
DO - 10.1177/0033354919860503
M3 - Article
C2 - 31269411
AN - SCOPUS:85068613778
SN - 0033-3549
VL - 134
SP - 542
EP - 551
JO - Public Health Reports
JF - Public Health Reports
IS - 5
ER -