“…On the one hand, credit expansion is the main driver of house price appreciation [ 30 ], i.e., lending drives up housing prices; real estate requires a large amount of capital investment and relies on credit funding, and when large amounts of credit funds flow into real estate, housing prices rise. On the other hand, urban housing is gradually becoming a financial product and available collateral, real estate prices affect the availability of loans through wealth effects, and the belief in the high-profit margins offered by real estate has spawned lending behavior and more aggressive financial institution lending programs, facilitating the investment of more credit funds into the real estate market [ [80] , [81] , [82] ].…”