Shalihati , F. .; Sumarwan , U. .; Hartoyo , H. .; Yuliati , L. N. . Do Socio-Demographic Characteristics and Social Media Access Affect Alumni Contributions?. IJAES 2025, 12 (4), 473-482. https://doi.org/10.14419/zgx4p645.