Mangindano, F., Poputra, A. T. and Kalalo, M. Y. B. (2026) “E-commerce and digital payment adoption and MSME income: Survey evidence from Manado City, Indonesia”, The Contrarian : Finance, Accounting, and Business Research, 5(2), pp. 314–324. doi: 10.58784/cfabr.501.