Methodological proposal for validation of databases applied to health sciences
Published 2022-11-27
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Copyright (c) 2022 Tamara Otzen, Carlos Manterola, Nayely García-Méndez, Kristina Varela, Guissela Quiroz

This work is licensed under a Creative Commons Attribution 4.0 International License.
Abstract
Statistics is one of the pillars of science, especially to describe and analyze data, it has progressed exponentially in recent years. Being the fundamental support for decision-making in different disciplines. Exploratory analyzes are described as the first step in statistics, seeking to organize, represent and describe the data, but many times this process becomes complex, and it is importance to carry out an exhaustive review of the data matrix. The aim of this manuscript was to describe a methodological proposal for databases validation applied to health sciences. This methodology consists of 6 stages, 4 of them compulsory and successive, and the other two, optional. In the literature these procedures are generally overlooked, our purpose is thus to emphasize the importance of this process prior to exploratory analyzes.
