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Contributed Papers

Data integration, disclosure limitation, and combined data approaches

Wed, Aug 5, 8:30 AM - 10:20 AM Room CC-257A Thomas M. Menino Convention & Exhibition Center

Brandon SepulvadoChair

Survey Research Methods Section

7 Presentations

The Quiet Influence of Stratum-Level Survey Weights on Perceptions of Childhood Vaccination Coverage

8:35 AM - 8:50 AM

Neelakshi Chatterjee

Co-authors: Caitlin Clary (Biostat Global Consulting), Dale Rhoda (Biostat Global Consulting LLC)

survey analysis childhood vaccination coverage DHS and MICS surveys DPT3 and Meseales surveys post-stratification influence of survey weights

Balancing Fairness and Disclosure Limitation when Creating Synthetic Data for Survey Research

8:50 AM - 9:05 AM

Chendi Zhao (University of Michigan, Ann Arbor)

Co-authors: Trivellore Raghunathan (University of Michigan), Joerg Drechsler (Institute for Employment Research)

Disclosure limitation Partially synthetic data Fairness constraints Privacy–utility trade-off American Community Survey

Maximizing continuous auxiliary data for improved survey inference while controlling disclosure risk

9:05 AM - 9:20 AM

Sharifa Williams

Co-authors: Jungang Zou, Yutao Liu, Yajuan Si (University of Michigan), Sandro Galea (Washington University School of Public Health), Qixuan Chen (Columbia University)

Bayesian generalized additive model continuous auxiliary variables data protection Rstan response propensity poststratification

Estimate the prevalence of merchant payment steering from transaction receipt data

9:20 AM - 9:35 AM

Heng Chen (BoC)

Indirect sampling Non-probability survey Data integration

Estimating Car Seat Misuse Rates using Administrative Child Passenger Safety Data

9:35 AM - 9:50 AM

Elizabeth Petraglia (Westat)

administrative data weighting child passenger safety car seats

Statistical Matching of the Rapid Surveys System to the National Health Interview Survey

9:50 AM - 10:05 AM

William Waldron (National Center for Health Statistics)

Co-authors: Katherine Irimata (National Center for Health Statistics), Li-Yen Hu, James Dahlhamer (National Center for Health Statistics)

Statistical Matching Survey Statistics Imputation Monte Carlo

Variational Beta Linkage

10:05 AM - 10:20 AM

Serge Aleshin-Guendel (United States Census Bureau)

Co-authors: Brian Kundinger (Duke University), Yinyihong Liu (Duke University), Rebecca Steorts (Duke University)

entity resolution record linkage variational inference Bayesian methods

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