{"title":"[不同人口群体中认知障碍与身心健康的相关性]。","authors":"Yu Yu Shvets","doi":"10.32687/0869-866X-2024-32-s2-1186-1194","DOIUrl":null,"url":null,"abstract":"<p><p>Within the framework of this study, the correlation of cognitive impairment with physical and psychological health in various demographic groups was studied. The analysis is based on data collected through a survey of 320 participants, which allowed us to assess the impact of age and gender differences on cognitive functions. A comprehensive approach was applied, including a decision tree and a random forest to identify key predictors of disorders, as well as correlation and regression analysis methods to determine statistically significant links between cognitive functions and other variables such as physical activity level and psychological state. It has been found that physical limitations and psychological conditions such as anxiety and depression have a significant impact on cognitive abilities.</p>","PeriodicalId":35946,"journal":{"name":"Problemy sotsial''noi gigieny i istoriia meditsiny / NII sotsial''noi gigieny, ekonomiki i upravleniia zdravookhraneniem im. N.A. Semashko RAMN, AO ''Assotsiatsiia ''Meditsinskaia literatura''","volume":"32 Special 2","pages":"1186-1194"},"PeriodicalIF":0.0000,"publicationDate":"2024-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"[CORRELATION OF COGNITIVE IMPAIRMENT WITH PHYSICAL AND PSYCHOLOGICAL HEALTH IN VARIOUS DEMOGRAPHIC GROUPS].\",\"authors\":\"Yu Yu Shvets\",\"doi\":\"10.32687/0869-866X-2024-32-s2-1186-1194\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Within the framework of this study, the correlation of cognitive impairment with physical and psychological health in various demographic groups was studied. The analysis is based on data collected through a survey of 320 participants, which allowed us to assess the impact of age and gender differences on cognitive functions. A comprehensive approach was applied, including a decision tree and a random forest to identify key predictors of disorders, as well as correlation and regression analysis methods to determine statistically significant links between cognitive functions and other variables such as physical activity level and psychological state. It has been found that physical limitations and psychological conditions such as anxiety and depression have a significant impact on cognitive abilities.</p>\",\"PeriodicalId\":35946,\"journal\":{\"name\":\"Problemy sotsial''noi gigieny i istoriia meditsiny / NII sotsial''noi gigieny, ekonomiki i upravleniia zdravookhraneniem im. N.A. Semashko RAMN, AO ''Assotsiatsiia ''Meditsinskaia literatura''\",\"volume\":\"32 Special 2\",\"pages\":\"1186-1194\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Problemy sotsial''noi gigieny i istoriia meditsiny / NII sotsial''noi gigieny, ekonomiki i upravleniia zdravookhraneniem im. N.A. Semashko RAMN, AO ''Assotsiatsiia ''Meditsinskaia literatura''\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.32687/0869-866X-2024-32-s2-1186-1194\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Problemy sotsial''noi gigieny i istoriia meditsiny / NII sotsial''noi gigieny, ekonomiki i upravleniia zdravookhraneniem im. N.A. Semashko RAMN, AO ''Assotsiatsiia ''Meditsinskaia literatura''","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.32687/0869-866X-2024-32-s2-1186-1194","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Medicine","Score":null,"Total":0}
[CORRELATION OF COGNITIVE IMPAIRMENT WITH PHYSICAL AND PSYCHOLOGICAL HEALTH IN VARIOUS DEMOGRAPHIC GROUPS].
Within the framework of this study, the correlation of cognitive impairment with physical and psychological health in various demographic groups was studied. The analysis is based on data collected through a survey of 320 participants, which allowed us to assess the impact of age and gender differences on cognitive functions. A comprehensive approach was applied, including a decision tree and a random forest to identify key predictors of disorders, as well as correlation and regression analysis methods to determine statistically significant links between cognitive functions and other variables such as physical activity level and psychological state. It has been found that physical limitations and psychological conditions such as anxiety and depression have a significant impact on cognitive abilities.
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