Medicare bayesian improved surname geocoding
WebThe Bayesian Surname and Geocoding (BSG) method presented here efficiently integrates administrative data, substantially improving upon what is possible with a single source or … WebMar 28, 2016 · One method described, called Bayesian Indirect Surname Geocoding, uses a person’s Census surname and the racial/ethnic composition of their neighborhood to …
Medicare bayesian improved surname geocoding
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Websioned the Medicare Bayesian Improved Sur-name and Geocoding (MBISG) method, which ... the Bayesian Improved Surname and Geocoding method, was validated using data from approximately WebMar 31, 2024 · Bayesian Improved Surname Geocoding (BISG) is a method that applies Bayes' Rule to predict the race/ethnicity of an individual using the individual's surname and …
WebOct 23, 2024 · We used Medicare Data on Provider Practice and Specialty (MD-PPAS), Medicare Provider Enrollment, Chain, and Ownership System (PECOS), IRS Form 990, … WebThe main objective of this analysis is to compare the agreement and accuracy of 2 sources of race and ethnicity information contained in the Medicare data warehouse: (1) the EDB race variable which originates from SSA data; (2) the RTI race variable imputed from name and geography; with a gold standard: the self-reported race and ethnicity data …
Webusing CMS’ Medicare Bayesian Improved Surname Geocoding (MBISG) 2.0 values [26, 28], yielding a probabil-ity of belonging to each of the aforementioned racial-and-ethnic groups based on CMS administrative data, as is done in stratified reporting of these measures. These probabilities were used in all analytic models in the same way that racial- WebJul 16, 2013 · Using the Bayesian Improved Surname Geocoding Method (BISG) to Create a Working Classification of Race and Ethnicity in a Diverse Managed Care Population: A …
WebAug 1, 2024 · A valid imputation method, such as Bayesian Improved Surname Geocoding, can be applied to standard data collected by public and private payers and provider entities. ... Medicare, Hospitals ...
WebThis article uses a recent first name list to develop an improvement to an existing Bayesian classifier, namely the Bayesian Improved Surname Geocoding (BISG) method, which combines surname and geography information to impute missing race/ethnicity. The new Bayesian Improved First Name Surname Geocoding (BIFSG) method is validated using a … how to stay limber after 50WebCenters for Medicare & Medicaid Services react push routeWebNov 29, 2024 · This process was only recently improved via Bayesian improved surname geocoding (BISG). With surname and geographic-based demographic data, it is possible … how to stay informed on the news media marketWebDec 29, 2024 · We used Medicare Data on Provider Practice and Specialty (MD-PPAS), Medicare Provider Enrollment, Chain, and Ownership System (PECOS), IRS Form 990, 100% Medicare FFS claims, and race/ethnicity estimated using the Medicare Bayesian Improved Surname Geocoding 2.0 algorithm. Study Design how to stay in your lane drivingWebThis report presents the results of imputing race and ethnicity for Marketplace enrollees from 2015 through 2024 using the modified Bayesian Improved First Name Surname and Geocoding (BIFSG) method, developed by the RAND Corporation, which uses surnames, first names, and residential addresses to indirectly estimate race and ethnicity. react push notifications firebaseWebThe Medicare Bayesian Improved Surname Geocoding (MBISG 1.0) method estimates a vector of 6 R/E probabilities (White, Black, Hispanic, American Indian/Alaska Native, and … react push notifications webWebBayesian algorithm, which yields an integrated probability that can be used to proxy for an individual’s race and ethnicity. Elliott et al. (2009) refer to this method as Bayesian … how to stay limber after 60