Supporting Women’s Livelihoods at Scale: Evidence from a Nationwide Multifaceted Program

Working Paper: NBER ID: w31625

Authors: Ioana Botea; Andrew Brudevold-Newman; Markus Goldstein; Corinne Low; Gareth Roberts

Abstract: The success of multi-faceted “graduation” programs at reducing poverty raises three questions: can the impacts of these programs be maintained when implemented by governments at scale, will positive effects be offset by negative spillovers, and can bundled programs be streamlined without losing im- pact? We find that a nationwide livelihood program implemented by the government of Zambia yielded consumption and earnings increases comparable to graduation programs, without negative economic spillovers on non-beneficiaries. However, the effects were entirely driven by the asset transfer portion of the bundled intervention, indicating a streamlined package could be a promising poverty alleviation strategy for developing-country governments.

Keywords: poverty alleviation; women's livelihoods; randomized controlled trial; Zambia; multifaceted programs

JEL Codes: H53; I15; I38; J22; O12


Causal Claims Network Graph

Edges that are evidenced by causal inference methods are in orange, and the rest are in light blue.


Causal Claims

CauseEffect
financial capital components (G32)household income (D19)
SWL program (C87)negative economic spillovers on non-participants (D62)
relative income (D31)subjective well-being (I31)
SWL program (C87)consumption (E21)
SWL program (C87)food security (Q18)
SWL program (C87)household income (D19)
SWL program (C87)household savings (D14)
SWL program (C87)value of household assets (D14)

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