“…Higher interest rates, better credit ratings, more successful loans, being female, and a higher credit score enhance loan approval chances, while longer repayment periods, the absence of descriptions, and a history of failed loans reduce approval likelihood. Similarly, Kurniawan and Wijaya (2020), developed a model on factors such as the loan amount, loan duration, interest rate, gender, and loan history that influence loan approval in the context of Indonesian P2P lending. The findings of their study indicate that the loan amount, loan duration, and loan history exert the most substantial influence on borrowers' decisions to secure loans, suggesting that these loan attributes convey pertinent information that guides loan approval processes.…”