“…The performance and ranking of a university often serve as significant measures in the endeavor to transform the education system within a country (Aburizaizah, 2022;Boyadjieva, 2017;De La Poza et al, 2021;Tilak, 2016), including in Aceh, Indonesia. The excellence in performance and position of a university is consistently associated with its substantial contributions to the innovation system, economic growth, and social development of a region (Anggraini & El Pebrian, 2021;Chankseliani et al, 2021;Cricelli et al, 2018;Passaro et al, 2018;Tjahjadi et al, 2019;Wright & Horta, 2018). The contributions of universities to such development and progress can manifest in various forms, including research outputs yielding licenses, patents, and high-quality publications, fostering an elite cohort of graduates who are skilled and professionally employable, and the contributions of academic staff who provide services towards regional development (Anggraini & El Pebrian, 2021;Barra & Zotti, 2017;Forliano et al, 2021;Pugh et al, 2022;Tee, 2016).…”