This research aims to determine the effect of non-cash transactions on the velocity of money in ASEAN-4 countries. The data used in this research is secondary data from 2012-2022 sourced from the World Bank, Bank Indonesia, Bank Negara Malaysia, Authority of Singapore, Bank of Thailand. The analysis technique in this research uses panel data regression with the Fixed Effect Model (FEM) estimati…