Machine Learning Analysis of Emotional Appeals in Charity Crowdfunding

Charity crowdfunding campaigns rely on emotional appeals to elicit empathy-driven support, yet they often struggle to translate such appeals into fundraising success. Drawing on the elaboration likelihood model, this study examines how emotions conveyed through textual descriptions and facial images relate to fundraising outcomes in charity crowdfunding. Using data from a leading crowdfunding plat…