Underreporting of Purchases in the US Consumer Expenditure Survey
Author(s) -
Stephanie Eckman
Publication year - 2021
Publication title -
journal of survey statistics and methodology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.717
H-Index - 15
eISSN - 2325-0992
pISSN - 2325-0984
DOI - 10.1093/jssam/smab024
Subject(s) - consumer expenditure survey , web survey , survey data collection , survey research , survey methodology , imputation (statistics) , inflation (cosmology) , econometrics , consumer behaviour , computer science , economics , marketing , statistics , business , public economics , mathematics , missing data , socioeconomics , physics , aggregate expenditure , theoretical physics
Motivated misreporting occurs when respondents give incorrect responses to survey questions to shorten the interview; studies have detected this behavior across many modes, topics, and countries. This paper tests whether motivated misreporting affects responses in a large survey of household purchases, the US Consumer Expenditure Interview Survey. The data from this survey inform the calculation of the official measure of inflation, among other uses. Using a parallel web survey and multiple imputation, this article estimates the size of the misreporting effect without experimentally manipulating questions in the survey itself. Results suggest that household purchases are underreported by approximately five percentage points in three sections of the first wave of the survey. The approach used here, involving a web survey built to mimic the expenditure survey, could be applied in other large surveys where budget or logistical constraints prevent experimentation.
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