Charitable Giving

Imagine if nonprofits could better understand how their donors make decisions or if donors focused their giving on the most impactful organizations.

Domain Statement

Today’s charitable giving landscape is plagued by frictions and informational inefficiency. Many individuals express a desire to give, yet fail to follow through on their giving intentions. They further face a variety of frictions in evaluating which organizations make the best use of funds. As a result, charitable organizations face little external pressure to improve efficiency and measure impact.

Through our research projects and collaborations, we are working to improve the effectiveness of charitable giving by providing charities with stronger incentives to evaluate impact and improve efficiency, and motivating donors to give.

Project Abstracts

Read about some of the charitable giving research projects the lab is working on.

Academic Publications

Publication Search
Other Publication

Choosing the “Right” Default Donation Amounts for Each Donor to Balance Multiple Fundraising Objectives

Susan Athey, Kristine Koutout, Shanjukta Nath
Golub Capital Social Impact Lab November2024
Working Paper

The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising

Susan Athey, Undral Byambadalai, Matias Cersosimo, Kristine Koutout, Shanjukta Nath
April2024
Working Paper

Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python

Tianyu Du, Ayush Kanodia, Susan Athey
July2023
Journal Article

Estimating Heterogeneous Treatment Effects with Right-Censored Data via Causal Survival Forests

Yifan Cui, Michael R. Kosorok, Erik Sverdrup, Stefan Wager, Ruoqing Zhu
Journal of the Royal Statistical Society Series B: Statistical Methodology April2023

Interviews & Thought Leadership

Learn firsthand from some of the researchers and practitioners associated with the lab.

Prendergast, professor of economics at the University of Chicago Booth, is using market mechanisms to redesign the food distribution system of Feeding America, the nation’s largest supplier of food to regional food banks.