[CORRELATION OF COGNITIVE IMPAIRMENT WITH PHYSICAL AND PSYCHOLOGICAL HEALTH IN VARIOUS DEMOGRAPHIC GROUPS].

Q4 Medicine Problemy sotsial''noi gigieny i istoriia meditsiny / NII sotsial''noi gigieny, ekonomiki i upravleniia zdravookhraneniem im. N.A. Semashko RAMN, AO ''Assotsiatsiia ''Meditsinskaia literatura'' Pub Date : 2024-10-01 DOI:10.32687/0869-866X-2024-32-s2-1186-1194

Yu Yu Shvets

{"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}

引用次数: 0

Abstract

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.

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

[不同人口群体中认知障碍与身心健康的相关性]。

在这项研究的框架内，我们研究了不同人口群体中认知障碍与身心健康的相关性。分析基于对 320 名参与者的调查所收集的数据，通过这些数据，我们可以评估年龄和性别差异对认知功能的影响。我们采用了一种综合方法，包括决策树和随机森林，以确定失调的关键预测因素，以及相关和回归分析方法，以确定认知功能与其他变量（如体育锻炼水平和心理状态）之间在统计学上的显著联系。研究发现，身体限制以及焦虑和抑郁等心理状况对认知能力有重大影响。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

求助全文

约1分钟内获得全文去求助

来源期刊