“…Some studies have stated that household disposable income, monthly consumption (Han et al, 2015), grade, gender, 10.3389/fpsyg.2022.967568 student's place of origin (Pang and Cheng, 2017;Wang and Zhou, 2017), qualifications, major (Zhou et al, 2019),parents' education level, ethnicity, debt aversion level (De Gayardon et al, 2022), and levels of financial literacy (Artavanis and Karra, 2020) are important in influencing not only credit card debt but also student and campus loans. In this study, multiple sociodemographic characteristics (Xi) are included in the model.…”