What Did They Say? Respondent Identity, Question Framing and the Measurement of Employment 

What Did They Say? Respondent Identity, Question Framing and the Measurement of Employment 

Nishat Anjum and Rosa Abraham , Rahul Lahoti , Hema Swaminathan
17 February, 2026
Human Development and Data Innovation

Published in: World Bank Economic Review, 17 February 2026

Using data from a primary survey conducted in rural India, this paper examines how two key survey design features—respondent identity and question framing—affect employment estimates. First, it estimates the causal impact of (a) replacing a single weekly employment question with a set of detailed activity-specific questions, and (b) changing the reference period from a week to individual days. The detailed module yields significantly higher estimates of women’s employment with no corresponding effect for men. Second, using spousal respondent pairs, the paper finds that proxy-reports by men significantly underestimate women’s employment while men’s employment estimates do not differ between self- and proxy- reports. Within different types of employment however there are significant deviations for both genders. Intra-household analysis suggests misreporting is driven by asymmetric information and gender norms. Overall, the findings underscore the importance of self-reporting and detailed questions for accurately measuring employment with implications for improving survey design in resource-constrained contexts.

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