Policy Insights

What have we learned from randomized evaluations that policymakers, practitioners, and funders can use to improve social programs? J-PAL’s Policy Insights, organized by sector, highlight lessons emerging across multiple studies and the mechanisms that help explain the results.

J-PAL’s Sector Chairs and staff draw these insights from relevant randomized evaluations, updating and adding insights as the body of evidence grows. Each Policy Insight briefly summarizes their perspective on the evidence on a specific topic, with links to the original research and policy summaries. Read this blog post for more information about how we develop Policy Insights.

When combined with a detailed understanding of context and program implementation, we hope these insights can be practical inputs for policy and program design. For examples of how insights from randomized evaluations have informed policy, visit our Evidence to Policy page.

Facilitating savings among smallholder farmers to smooth or increase consumption

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Offering savings products to smallholder farmers did not transform agricultural investment or output in six studies in sub-Saharan Africa. In a few cases, savings products sometimes benefited farmers by providing a form of risk protection and by helping them smooth consumption over time.
Image: Elections in Nagpur, India

The risks and rewards of voter information campaigns in low- and middle-income countries

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Providing information on candidates’ qualifications, policy positions, and performance in office can affect voter turnout and who people vote for. In lower-income countries, this type of information has been most effective when it was widely disseminated from a credible source.
A small business owner in Colombia.

Reducing the cost of lending to low-income borrowers

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Product and market innovations that generate more information about borrowers, reduce transaction costs, and encourage repayment all address factors that contribute to the high cost of microcredit in low- and middle-income countries.

Increasing enrollment and attendance by making education benefits salient and changing perceptions

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Interventions that address perception gaps about the benefits of education or make the benefits more salient can increase student participation at low cost. In contrast, increases in the quality of education can be difficult for parents to accurately perceive and thus do not necessarily lead to...
Adolescent girls in India

Reducing adolescent pregnancy by increasing educational and economic opportunities in low- and middle-income countries

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Interventions that changed perceptions about girls’ abilities and opportunities or increased the educational and economic opportunities available to them encouraged girls and young women to delay pregnancy.

Changing resumes to reduce hiring discrimination

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Randomized evaluations show strong evidence of hiring discrimination against minority and underrepresented groups in many countries, with most evidence so far coming from developed countries. Where it has been tested using randomization, removing identifying information on job applications had...
Nurse talking to a patient

The impact of price on take-up and use of preventive health products

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Charging fees for many key preventive health products dramatically reduces take-up. Preventive health products distributed for free are generally put to good use.

Microcredit: impacts and limitations

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Evidence from randomized evaluations in low- and middle-income countries shows that giving small loans in the form of microcredit did not lead to transformative impacts on income or long-term consumption on average, but it did help households better manage financial choices. Demand for many of the...