The Evidence Effect

Evidence in action

The Evidence Effect highlights 31 examples of life-changing programs that warrant more attention, investment, and consideration for scaling. Explore them below, drawn from more than 1,200 completed randomized evaluations led by researchers in our network.

An AI-powered editing tool gave students personalized feedback and helped teachers spend more of their time one-on-one with students.

Customizing information and offering mediation helped Mexico’s labor courts deliver faster, fairer resolutions for workers and led to a major national reform.

How India used cap-and-trade to reduce pollution and improve health.

A dual strategy to alleviate poverty: Attaching conditions to cash transfers can provide immediate financial assistance while helping families invest in their children's future. 

When low-income families receive cash with no strings attached, their lives improve in measurable ways. 

The Graduation approach is a proven "big push" program that has empowered people to pull themselves out of extreme poverty across at least 20 countries.

Providing vulnerable households with accurate, timely information about their benefits can help improve access and increase government efficiency. 

Sharing key information with parents and students can improve attendance, effort, and learning. 

Sharing key information with parents and students can improve attendance, effort, and learning. 

Abhijit Banerjee and Esther Duflo joint headshot

The objectives of aid are often unclear.... Reaffirming the most basic principle would provide clarity: The goal should be to invest in projects that will have the largest impact on the quality of life of poor people around the world.

—Abhijit Banerjee and Esther Duflo, The Financial Times, March 2025

Discover more perspectives from the J-PAL network

 


Acknowledgements: The Evidence Effect content was developed by many J-PAL authors, with leadership from Alison Fahey, Ying Gao, Eliza Keller, and Lisa de Rafols. The microsite was designed by Elizabeth Bond and illustrations were created by Lucy Nguyen. We are grateful for John Martello's vision and support in enabling this project.

Suggested citation: Abdul Latif Jameel Poverty Action Lab (J-PAL). 2025. “The Evidence Effect.” Last modified: July 2025. www.povertyactionlab.org/evidence-effect 

Photos: (1) Two farmers uproot rice seedlings for transplantation during monsoon season in India. Credit: Shutterstock.com; (2) A woman laughs as an enumerator measures her height in her home in Borong, East Nusa Tenggara, Indonesia. The measurement was part of an impact evaluation of an information campaign focused on preventing malnutrition. Credit: Miranda Putri, J-PAL;  (3) Credit: Official, Shutterstock.com