Publications

print share
Version HistoryVersion History

Title

Generating Health Estimates by ZIP Code: A Semiparametric Small Area Estimation Approach Using the California Health Interview Survey (American Journal of Public Health)

Publication Topics

California Health Interview Survey; 2011 California Health Interview Survey (CHIS 2011); 2012 California Health Interview Survey (CHIS 2012); Health Insurance Coverage and Programs

Publication Type

CHIS Journal Article

Publication Date

2015-12-01T08:00:00Z

Author 1

<a onclick="OpenPopUpPage('http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=188&RootFolder=*', RefreshPage); return false;" href="http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=188&RootFolder=*">Yueyan Wang, PhD</a>

Author 2

<a onclick="OpenPopUpPage('http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=243&RootFolder=*', RefreshPage); return false;" href="http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=243&RootFolder=*">Ninez A. Ponce, PhD, MPP</a>

Author 3

<a onclick="OpenPopUpPage('http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=1098&RootFolder=*', RefreshPage); return false;" href="http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=1098&RootFolder=*">Pan Wang, PhD</a>

Author 4

<a onclick="OpenPopUpPage('http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=1270&RootFolder=*', RefreshPage); return false;" href="http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=1270&RootFolder=*">Jean D. Opsomer</a>

Author 5

<a onclick="OpenPopUpPage('http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=363&RootFolder=*', RefreshPage); return false;" href="http://healthpolicy.ucla.edu/_layouts/listform.aspx?PageType=4&ListId={7AAD61FA-4BCB-48C0-B0B7-87AFDC3673EF}&ID=363&RootFolder=*">Hongjian Yu, PhD</a>

Author 6

Author 7

Author 8

Author 9

Author 10

Author 11

Author 12

Author 13

Author 14

Abstract

The authors' generalized linear mixed model predicts health outcomes using both individual-level and neighborhood-level predictors. The model’s feature of nonparametric smoothing function on neighborhood-level variables better captures the association between neighborhood environment and the outcome. Using 2011 to 2012 data from the California Health Interview Survey, authors demonstrate an empirical application of this method to estimate the fraction of residents without health insurance for ZIP Code Tabulation Areas (ZCTAs). The method generated stable estimates of uninsurance for 1519 of 1765 ZCTAs (86%) in California.

The proposed method can increase the value of health surveys by providing modeled estimates for health data at a granular geographic level. It can account for variations in health outcomes at the neighborhood level as a result of both socioeconomic characteristics and geographic locations.

Thumbnail

Article 1

Journal Article: Generating Health Estimates by ZIP Code: A Semiparametric Small Area Estimation Approach Using the California Health Interview Survey

Article 2

Article 3

Article 4

Article 5

Article 6

Article 7

Article 8

Article 9

Article 10

Article 11

Article 12

Press Release

Related Link 1

California Health Interview Survey (CHIS)

Related Link 2

Related Link 3

Related Link 4

Related Link 5

Related Link 6

Related Link 7

Related Link 8

Related Link 9

Related Link 10

Related Link 11

Related Link 12

Related Link 13

Related Link 14

Related Link 15

Related Link 16

Version: 4.0
Created at 11/9/2015 8:30 AM by i:0#.f|uclachissqlmembershipprovider|celeste
Last modified at 12/1/2015 7:12 AM by i:0#.f|uclachissqlmembershipprovider|celeste