Purnami, A.A.S., Giri, N.P.R., Jayanti, L.S.E. and Amertha, I.M.S. 2020. Effect of macroeconomic factors and fundamental factors of the stock systems risk in manufacturing companies in Indonesia stock exchange. International journal of business, economics and management. 3, 1 (May 2020), 108-116. DOI:https://doi.org/10.31295/ijbem.v3n1.137.