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Welfare Analysis with a Proxy Consumption Measure: Evidence from a Repeated Experiment in Indonesia *
Author(s) -
Pradhan Menno
Publication year - 2009
Publication title -
fiscal studies
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.63
H-Index - 40
eISSN - 1475-5890
pISSN - 0143-5671
DOI - 10.1111/j.1475-5890.2009.00101.x
Subject(s) - consumption (sociology) , proxy (statistics) , econometrics , welfare , economics , measure (data warehouse) , poverty , statistics , observational error , demographic economics , mathematics , computer science , economic growth , market economy , social science , database , sociology
Every three years, Indonesia fields simultaneously two nationwide surveys which collect consumption data. One collects consumption using 23 questions, the other using 320 questions. Based on a repeated experiment in which the two questionnaires were randomly assigned across households, this paper examines the consequences of using a higher level of aggregation in questioning. A mapping of distribution functions reveals the combined effect of systematic differences in measurement and measurement error. Comparing means by subgroups, the effect of additive measurement error is eliminated, and it is found that using a higher level of aggregation yields a lower consumption measure and that the fraction of underestimation increases as consumption rises. A 1 per cent increase in average consumption increases the fraction by which consumption is underestimated by about 0.4 percentage points. Next, the paper examines the consequences of using the short consumption questionnaire in welfare analysis. Higher relative measurement error in the consumption measure derived from the short questionnaire results in higher poverty estimates even if the poverty line is adjusted to take account of the systematic underestimation. Small differences are found for analysis that is based on the rank the individual holds in the consumption distribution. In gradient analysis, it seems impossible to devise a simple correction factor for the higher consumption elasticities that follow when the short questionnaire is used.