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Respondent biases in agricultural household surveys

Author

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  • Dillon, Andrew
  • Mensah, Edouard

Abstract

Two sources of respondent bias introduce measurement error into household statistics: asymmetric information between the proxy respondent and the individual on whom they report; and aggregation bias when a proxy respondent reports on a household-level outcome across multiple individuals. We estimate the effects of respondent biases in a survey experiment in Burkina Faso by varying who reports on the agricultural production of household members. We find respondent biases are not solely attributable to asymmetric information. Choosing a household head proxy lowers aggregation biases, but results in both over and under-estimates of agricultural variables relative to random proxies. Random proxies systematically under report agricultural statistics. Self-reporting protocols increase enumerator work days by only 5% indicating a high bias-cost tradeoff in choosing proxy response over self-reports. Survey designers should weight whether proxy bias magnitude or direction of bias are more significant threats to parameter estimation when determining their proxy response protocol.

Suggested Citation

  • Dillon, Andrew & Mensah, Edouard, 2024. "Respondent biases in agricultural household surveys," Journal of Development Economics, Elsevier, vol. 166(C).
  • Handle: RePEc:eee:deveco:v:166:y:2024:i:c:s0304387823001542
    DOI: 10.1016/j.jdeveco.2023.103198
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    More about this item

    Keywords

    Household survey; Measurement; Gender; Production surveys;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

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