Cross-sectional and Panel Data Analyses of an Incompletely Observed Variable Derived from Non randomized Method for Surveying Sensitive Questions  

Oleh:

Yamaguchi, Kazuo

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Sociological Methods & Research (SMR) vol. 45 no. 01 (Feb. 2016), page 41-68.
Topik: nonrandomized method; random response method; latent class model; panel data analysis; sensitive question

Ketersediaan

Perpustakaan PKPM Nomor Panggil: S28 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

This article describes (1) the survey methodological and statistical characteristics of the nonrandomized method for surveying sensitive questios for both cross-sectional and panel survey data and (2) the way to use the incompletely observed variable obatained from this survey method in logistic regression and in loglinear and log-multiplicative association models. The nonrandomized method, which was introduced by Yu, Tian, and Tang and Tian et al. for surveying sensitive questions, is much more efficient than randomized response method, and unlike the latter, the former can be included in a mail survey. The method also has unique adventages compared with the unrandomized response method for the analysis of panel survey data. Asimulation analysis presents how the relative efficiency of statistics in the analysis of data collected with this method changes as a function of mixing probability compared with a hypothetical situation of collecting responses of a sensitive.

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