Valentina Laura Febyan, Mohammad Sofyan, and Muhammad Imron, “This study aims to analyze the effect of Debt to Equity Ratio (DER), Earnings Per Share (EPS), Debt to EBITDA, and EBITDA to Interest Expense (EBITDAIntExp) on Return on Equity (ROE) in manufacturing companies listed on the Indonesia Stock Exchange for th”, JIE, vol. 10, no. 3, Jul. 2026.