With the rapid progress of industrialization, serious accidents have frequently occurred at industrial sites. Despite the existence of several laws and regulations for preventing industrial accidents, including the Occupational Safety and Health Act, social criticism has been raised regarding their inefficiency. To address this issue, the Serious Accident Punishment Act was implemented. The Ministry of Employment and Labor and the Korea Safety and Health Agency have prepared and implemented various industrial accident prevention measures and programs; however, the number of industrial accidents has not decreased. Therefore, new evaluation criteria must be introduced when establishing policies or systems to prevent industrial accidents. This study introduces evaluation items used in Europe and the United States as industrial accident prevention items for assessing industrial accident prevention projects and proposes a plan to select priorities for these items by applying the fuzzy TOPSIS technique. Prioritization was determined by calculating four evaluation criteria and ten industrial accident prevention items using a 7-point linguistic scale. Our results allow for the simultaneous consideration of several industrial accident prevention items. Thus, various aspects of industrial accident prevention activities can be comprehensively evaluated, enhancing the effectiveness and execution of safety and health management, thereby helping to reduce industrial accidents.