TY - JOUR
T1 - Determining the feasibility of an index of the social determinants of health using data from public sources
AU - Wang, Andrew
AU - Kho, Abel N.
AU - Black, Bernard
AU - French, Dustin D.
N1 - Publisher Copyright:
© 2021 Taylor & Francis Group, LLC.
PY - 2021
Y1 - 2021
N2 - Examining the feasibility of developing an index measure for the social determinants of health using public data is needed. We examined these characteristics at the ZIP code in California and New York using public data extracted from the US Census, American Community Survey, the USDA Food Research Access Atlas, and the Dartmouth Atlas. We conducted a retrospective study from 2000 to 2017. The main outcome was a novel index measure representing six domains (economic stability, neighborhood and physical environment, education, community and social context, food access, and health care) and encompassing 13 items. The index measure at the ZIP code was created using principal component analysis, normalized to “0” worse and “1” better in California (ZIP codes n = 1,447 to 1,515) and New York (ZIP codes n = 1,211 to 1,298). We assessed the reliability and conducted a nonparametric comparison to the Robert Wood Johnson Foundation County Health Rankings, Area Deprivation Index, Social Deprivation Index, and GINI Index. These measures shared similarities and differences with the novel measure. Mapping of this novel measure showed regional variation. As a result, developing a universal social determinants of health measure is feasible and more research is needed to link it to health outcomes.
AB - Examining the feasibility of developing an index measure for the social determinants of health using public data is needed. We examined these characteristics at the ZIP code in California and New York using public data extracted from the US Census, American Community Survey, the USDA Food Research Access Atlas, and the Dartmouth Atlas. We conducted a retrospective study from 2000 to 2017. The main outcome was a novel index measure representing six domains (economic stability, neighborhood and physical environment, education, community and social context, food access, and health care) and encompassing 13 items. The index measure at the ZIP code was created using principal component analysis, normalized to “0” worse and “1” better in California (ZIP codes n = 1,447 to 1,515) and New York (ZIP codes n = 1,211 to 1,298). We assessed the reliability and conducted a nonparametric comparison to the Robert Wood Johnson Foundation County Health Rankings, Area Deprivation Index, Social Deprivation Index, and GINI Index. These measures shared similarities and differences with the novel measure. Mapping of this novel measure showed regional variation. As a result, developing a universal social determinants of health measure is feasible and more research is needed to link it to health outcomes.
KW - Disparities
KW - Equity
KW - Social determinants of health
KW - index measure
KW - risk adjustment
KW - social risk factors
KW - socioeconomic status
UR - http://www.scopus.com/inward/record.url?scp=85101834694&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85101834694&partnerID=8YFLogxK
U2 - 10.1080/17538157.2021.1880413
DO - 10.1080/17538157.2021.1880413
M3 - Article
C2 - 33632053
AN - SCOPUS:85101834694
SN - 1753-8157
VL - 46
SP - 205
EP - 217
JO - Informatics for Health and Social Care
JF - Informatics for Health and Social Care
IS - 2
ER -