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Estimating development resilience: A conditional moments-based approach

Jennifer Denno Cissé and Christopher Barrett ()

Journal of Development Economics, 2018, vol. 135, issue C, 272-284

Abstract: Despite significant spending on ‘resilience’ by international development agencies, no theory-based method for estimating or measuring development resilience has yet been developed. This paper introduces an econometric strategy for estimating individual or household-level development resilience from panel data. Estimation of multiple conditional moments of a welfare function—itself specified to permit potentially nonlinear path dynamics—enables the computation and forecasting of individual-specific conditional probabilities of satisfying a normative minimum standard of living. We then develop a decomposable resilience measure that enables aggregation of the individual-specific estimates to targetable subpopulation- and population-level measures. We illustrate the method empirically using household panel data from pastoralist communities in northern Kenya. The results demonstrate the method and its potential for targeting resilience-building interventions.

Keywords: Panel data; Poverty dynamics; Resilience; Risk (search for similar items in EconPapers)
JEL-codes: C46 I32 O12 (search for similar items in EconPapers)
Date: 2018
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