“…Studies on public institutions, using the number or percentage of women, as well as many times the incorrect label of "gender diversity" to refer to the participation level of womenwhich represents a bias rather than a diversity approachhave tried to show whether this greater presence of women may influence tax and spending policies, deficits, and levels of institutional indebtedness (Balaguer-Coll and Toneva, 2019;Buch-G omez, 2020, 2021;Chattopadhyay and Duflo, 2004;Cuadrado-Ballesteros et al, 2024;Park, 2014;Slegten et al, 2019;Suzuki and Avellaneda, 2018). Supported by diverse arguments and theories that we will present later (Dohmen et al, 2011;Krogstrup and W€ alti, 2011), specific research has explored the effects of this greater presence of women in decision-making bodies on municipal indebtedness without conclusive results (Balaguer-Coll and Toneva, 2019;Cabaleiro-Casal and Buch-G omez, 2021;Cuadrado-Ballesteros et al, 2024;Suzuki and Avellaneda, 2018), which Cabaleiro and Buch (2023) justify in that the effects of gender on some derived variables could not be directly observed.…”