捐赠
杠杆(统计)
代理(哲学)
业务
收入
营销
公共关系
公共经济学
经济
财务
政治学
经济增长
社会学
社会科学
计算机科学
机器学习
作者
Emilie Esterzon,Aurélie Lemmens,Bram Van den Bergh
标识
DOI:10.1177/00222429221148969
摘要
This research investigates whether charities can enhance fundraising effectiveness by increasing donors’ sense of agency. This article introduces two strategies that allow donors to target individual charitable projects, either via the choice options (targeting-via-options) or via the suggested donation amounts (targeting-via-amounts). A large-scale field experiment involving more than 40,000 prospective donors manipulates the ability to control the allocation of the charity's resources and finds that enhancing donor agency boosts fundraising revenue by 42%. A causal forest analysis indicates significant donor heterogeneity, with a subset of donors being three times more responsive to the opportunity to target their gift than the average donor. Inactive donors, “clumpy” donors (who exhibit uneven donation patterns), and donors who concentrate their gifts during the popular giving periods are less responsive to interventions, whereas frequent, generous, and long-tenured donors are more responsive to them. Three experiments offer stronger internal validity regarding the manipulations and process evidence that agency—and not emotion—is responsible for the increased donation effects. An optimization analysis provides implications for how charities can leverage these insights to manage their fundraising campaigns to greater success.
科研通智能强力驱动
Strongly Powered by AbleSci AI