“…The socio-demographic variable that is often used is the age of the entrepreneur, as in study Ajagbe (2012), Chandio et al (2017), Magboul & Hassan (2016), Messah & Wangai (2011), Mkandawire & Duan (2016), Parida & Pradhan (2020), Siswanto et al (2019), Umiyati et al (2019), andXu et al (2020). The education level variable is also often used, as in research Ajagbe (2012), Chandio et al (2017), Magboul & Hassan (2016), Moahid & Maharjan (2020), Sartika & Karyani (2018), Umiyati et al (2019), andXu et al (2020). Various other variables have also been used as determinants of credit demand, including financial records variables by Magboul &Hassan (2016), andMulandi (2013), information access variables by Mulandi (2013) and Zabri et al (2021), social group membership variables and associations by Magboul & Hassan (2016), Moahid &Maharjan (2020), andSsonko &Nakayaga (2014), and business partnership fabrication variables by Siswanto et al (2019).…”