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bayesian improved first name surname and geocoding method  (RAND Corporation)

 
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    RAND Corporation bayesian improved first name surname and geocoding method
    Bayesian Improved First Name Surname And Geocoding Method, supplied by RAND Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/bayesian+method/bisg+algorithm/pm40019741-67-24-16
    Average 90 stars, based on 1 article reviews
    bayesian improved first name surname and geocoding method - by Bioz Stars, 2026-09
    90/100 stars

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    other:

    Article Title: Racial and ethnic disparities in workers' compensation claims rates.
    Article Snippet: When self-reported race/ethnicity is not available, the Bayesian Improved Surname Geo- code method (BISG) developed by the RAND Corporation, can be used to estimate race/ethnicity based on last name and residential address data [13, 14].

    Article Title: Impact on bias mitigation algorithms to variations in inferred sensitive attribute uncertainty
    Article Snippet: BISG (Bayesian Improved Surname Geocoding) developed by RAND Corporation is a popular tool to infer race.

    Article Title: Racial and Ethnic Differences in Out-of-Pocket Spending for Maternity Care.
    Article Snippet: For all others (81% of members), race and ethnicity were imputed using an expanded version of RAND Corporation’s Bayesian Improved First Name Surname and Geocoding method that incorporated full name and address, individual race and ethnicity reported in the state vaccine registry data, and other variables available to health plans (eg, gender).21 The imputation model was JAMA Health Forum.

    Article Title: Racial and Ethnic Differences in Out-of-Pocket Spending for Maternity Care
    Article Snippet: For all others (81% of members), race and ethnicity were imputed using an expanded version of RAND Corporation’s Bayesian Improved First Name Surname and Geocoding method that incorporated full name and address, individual race and ethnicity reported in the state vaccine registry data, and other variables available to health plans (eg, gender).

    Article Title: Racial and ethnic disparities in workers’ compensation claims rates
    Article Snippet: When self-reported race/ethnicity is not available, the Bayesian Improved Surname Geocode method (BISG) developed by the RAND Corporation, can be used to estimate race/ethnicity based on last name and residential address data [ , ].

    Generated:

    Article Title: Patterns and drivers of disparities in pediatric asthma outcomes among Medicaid-enrolled children living in subsidized housing in NYC.
    Article Snippet: Objective: There are persistent disparities in pediatric asthma morbidity in the U.S. We linked claims data with information on neighborhood-level risk factors to explore drivers of asthma disparities among Medicaid-enrolled children in New York City subsidized housing.. Methods: We constructed a cohort of Medicaid-enrolled children living in public or other subsidized housing, based on residential address, in NYC between 2016 and 2019 (n = 108,969).. We examined claims-derived asthma prevalence across age and racial and ethnic groups, integrating census tract-level information and using the Bayesian Improved Surname Geocoding (BISG) algorithm to address high rates of missing data in selfreported race and ethnicity.

    Modification:

    Article Title: Imputation of Race and Ethnicity in Health Insurance Marketplace Enrollment Data, 2015–2022 Open Enrollment Periods
    Article Snippet: .. The RAND Corporation's modified Bayesian Improved First Name Surname and Geocoding (BIFSG) method uses surnames, first names, and residential addresses to indirectly estimate race and ethnicity. ..



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