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The Child Grant Programme (CGP) positively impacted productive activities and labour allocation in Zambia







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    Zambia’s Child Grant Programme: 24-month impact report on productive activities and labour allocation
    Zambia country case study report
    2014
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    This report uses data from a 24-month randomized experimental design impact evaluation to analyse the impact of the Zambia Child Grant Programme (CGP) on individual and household decision making including labour supply, the accumulation of productive assets and other productive activities. The general framework for empirical analysis is based on a comparison of programme beneficiaries with a group of controls interviewed before the programme began and again two years later, using both single and double difference estimators. The findings reveal overall positive impacts of the CGP across a broad spectrum of outcome indicators and suggest that the programme is achieving many of its intended objectives. Specifically, we find strong positive impacts on household food consumption and investments in productive activities, including crop and livestock production. The programme is associated with large increases in both the ownership and profitability of non-farm family businesses; reductions in household debt levels; increases in household savings; and concordant shifts in labour supply from agricultural wage labour to better and more desirable forms of employment. The analysis reveals important heterogeneity in programme impacts, with estimated magnitudes varying over household and individual characteristics.
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    Lesotho’s Child Grant Programme: 24-month impact report on productive activities and labour allocation
    Lesotho country case study report
    2014
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    Zimbabwe’s Harmonized Cash Transfer Programme: 12-month impact report on productive activities and labour allocation 2018
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    This impact evaluation report uses a 12-month panel data set with a non-experimental design to analyse the impact of the Harmonized Cash Transfer Programme (HSCT) on individual and household economic decision-making, including agricultural and non-agricultural productive activities and assets, labour-supply credit and social networks. Attention is also paid to the role of household agricultural activities in household nutrition and dietary diversity. The general framework for empirical analysis consists of a double-difference estimation approach with a counterfactual. The findings reveal positive impacts of the HSCT on livelihood and nutrition indicators, although impacts vary based on the degree of labour constraint among beneficiary families.

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