Resumen de Prescriptive Analytics-based Methodologies for Healthcare Data: A Systematic Literature Review

Gustavo Emilio Mendoza-Olguín, María Josefa Somodevilla-García, María de la Concepción Pérez de Celis, Yanin Chavarri Guerra

• Abstract: This paper reviews the use of prescriptive approaches to develop personalized treatment plans in healthcare. A systematic literature review was conducted to identify existing methodologies developed for suggesting treatments in medicine using Systematic Mapping Process, PRISMA methodology, and recommended Critical Appraisal Tools. A final set of 30 documents was analyzed. The findings indicate that despite efforts to establish prescriptive methodologies, there remains a significant gap in formalizing the recommendations within frameworks and by healthcare professionals. Moreover, limited evidence exists on the effective implementation of these proposals in real-world scenarios.