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The purpose of this study was to establish the factors that help to reduce corruption in the federal public procurement of Ethiopia. Corruption on public procurement has become a burning issue today especially in the federal government where large and complex procurement takeover. The study used a descriptive survey method. Out of 127 government organizations operating in Addis Ababa; the researcher randomly selected 52 budgetary institutions (Represented by 52 procurement heads/officers, auditors, finance heads/ senior experts and lawyers). Descriptive statistical techniques were used and findings were presented in forms of tables, charts and graphs using code and percentages. The research findings revealed that all the variables (existence of legal framework, effectiveness of transparency and e-procurement) were statistically significant that affect the reduction of corruption in public procurement. In Ethiopia from the total public expenditure more than 60 percent is used for procurement of goods and services.