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The main objective of maturity models is to evaluate and improve the organization\u2019s practices by creating an improvement roadmap. However, the utilization of the methodologies and methods by this community for the development of this kind of tools is not consensual. Several investigators have created guidelines for the development of maturity models, but the authors are not adopting them; they prefer to adopt their own methodologies. In this research, with the objective of reviewing the methodologies, methods, and guidelines used by the scientific community to develop IT maturity models, a Systematic Literature Review and a Critical analysis were made in order to realize a comparison between IT maturity models and Non-IT maturity models. In total, 109 articles of maturity models\u2019 development were analyzed. 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