In an increasingly digital era defined by ubiquitous smartphone ownership and constant internet connectivity, donation applications for philanthropic causes have emerged as a revolutionary force for good. These easy-to-use programs have streamlined the process of contributing financial support while cultivating novel platforms where compassionate individuals can champion issues close to their hearts. Gaining profound insights into how these apps influence donor behavior is paramount for non-profits hoping to maximize social impact and for citizens committed…