“…Regarding research methods, 38 articles out of 68 (56%) used survey data; some were large-scale surveys (e.g., Schiavon & Altomonte, 2014;Zhang & de Dear, 2019), whose samples exceeded 15,000 observations. Seven of these studies analyzed data only through descriptive statistics and basic correlations (e.g., Almeida et al, 2020;Morrison & Macky, 2017;Choi et al, 2010;Bortolini & Forcada, 2021;van der Voordt et al, 2017;Tremblay & Thomsin, 2012;Haynes et al, 2017). Instead, 19 studies resorted to econometric analyses (e.g., , including cross-sectional models (e.g., Wilrkenson et al, 2018;Di Blasio et al, 2019;Robelski et al, 2019;Yerkes et al, 2020) or panel data (e.g., de Vos et al, 2018).…”