Socio-demographic Determinants of Item Nonresponse to a Question on Sexual Orientation: Evidence from the National Health Interview Survey

Sexual orientation is a sensitive subject and; consequently, in a survey, nontrivial alternatives of item nonresponse arise. Although handling these item nonresponses is particularly important when the missing information is not missing at random, little is known about the sources of nonrandomness....

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Bibliographic Details
Published inInternational JOURNAL OF CONTENTS Vol. 19; no. 4; pp. 10 - 17
Main Author Cho, Seungyeon
Format Journal Article
LanguageEnglish
Published 한국콘텐츠학회(IJOC) 31.12.2023
한국콘텐츠학회
Subjects
컴퓨터학
Missing information
Sexual orientation
National Health Interview Survey
Item nonresponse
Multinomial logit model
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Summary:Sexual orientation is a sensitive subject and; consequently, in a survey, nontrivial alternatives of item nonresponse arise. Although handling these item nonresponses is particularly important when the missing information is not missing at random, little is known about the sources of nonrandomness. Using data drawn from the 2013–2018 National Health Interview Survey and the multinomial logit model, this study results revealed that participants’ socio-demographic characteristics are systematically correlated with the occurrences of missing values in the “don’t know” and “refused to answer” response alternatives of the sexual orientation question even when there is controlling for other variables of interest. The results suggest a need for greater attention when researchers conduct an analysis using a complete data set for which pairwise or listwise deletion of the item nonresponse is applied. KCI Citation Count: 0
Bibliography:http://www.ijcon.org
ISSN:1738-6764
2093-7504
DOI:10.5392/IJoC.2023.19.4.010