OS FATORES RELACIONADOS À MENOPAUSA PRECOCE ATRAVÉS DA MINERAÇÃO DE DADOS NA PESQUISA NACIONAL DE SAÚDE

• Autor(a) principal: Silveira, Jorge William Pedroso
• Data de Publicação: 2018
• Tipo de documento: Dissertação
• Idioma: por
• Título da fonte: Biblioteca Digital de Teses e Dissertações do UNICENTRO
• Texto Completo: http://tede.unicentro.br:8080/jspui/handle/jspui/1506
• topic: Menopausa precoce; Mineração de dados; Transtornos Mentais; Diabetes; Early Menopause; Data Mining; Mental Disorders; Diabetes; CIENCIAS HUMANAS; CIENCIAS SOCIAIS APLICADAS

With the rise of life expectancy in Brazil, especially among women, and the maintenance of the age at the end of the reproductive cycle, the cases of menopausal women increase. To think about the quality of life of women in this condition becomes a public health problem, especially when it occurs early (before the age of 45) where not only physical, but mental, social and emotional deflation causes chronic problems for these women. Thus, the objective of the present study was to relate health habits among women aged 30-44 with early menopause. For such, the National Health Survey (NHS) database of 2013, analyzed through the data mining process by the WEKA 3.8 program, was used. The results pointed to the age of 39 years as the largest source of information, where the respondents aged ≤39 years had menopause related to the previous diagnosis of mental disorders, while those with a higher age presented a diagnosis of diabetes as a determining factor, increasing up to 4,89 times the incidence of early menopause. The data were in agreement with the preach the literature on the subject, suggesting that at the national level must be invested resources of control in these chronic diseases for that health policies can be developed for the menopausal woman.