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使用基于普通最小二乘法的多元逻辑回归分析新冠疫情对人类性行为的影响。

Analyses the effects of COVID-19 outbreak on human sexual behaviour using ordinary least-squares based multivariate logistic regression.

作者信息

Mahanty Chandrakanta, Kumar Raghvendra, Mishra Brojo Kishore

机构信息

Department of Computer Science and Engineering, GIET University, Gunupur, India.

出版信息

Qual Quant. 2021;55(4):1239-1259. doi: 10.1007/s11135-020-01057-8. Epub 2020 Oct 18.

DOI:10.1007/s11135-020-01057-8
PMID:33100406
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7568844/
Abstract

This study aimed to evaluate the impact of COVID-19 on sexual, mental and physical health. There were 262 respondents included in this study (38% female and 62% male) above 18 years of age from India. Statistical analysis was performed using Ordinary Least Squares (OLS) based on multivariate logistic regression analysis. The numerical tests were performed by using Python 3 engine and R-squared (coefficient of multiple determinations for multiple regressions) for prediction and value > 0.5 is considered to be statistically significant. The study outcomes were obtained using a study-specific questionnaire to assess the quality of sex life, changes in sexual behavior and mental health. Frequency of sexual intercourse, frequency of watching porn, sexual hygiene, frequency of physical activity, depression, desire for parenthood in female respondents have more significant (0.903, 0.976, 0.973, 0.989, 0.985, 0.862) value respectively as compared to male respondents. Financial anxiety, Smoking and drinking habits in male respondents have more significant (0.917, 0.964) value respectively as compared to female respondents. The aim of this study is to understand quality of sex life, sexual behavior, reproductive planning, mental health, physical health and adult coping during the COVID-19 pandemic, as well as how past experiences have affected. Many respondents had a broad variety of problems concerning their sexual and reproductive well being. Measures should be set in order to safeguard the mental and sexual health of people during the pandemic.

摘要

本研究旨在评估新冠疫情对性健康、心理健康和身体健康的影响。本研究纳入了262名来自印度的18岁以上受访者(38%为女性,62%为男性)。基于多元逻辑回归分析,使用普通最小二乘法(OLS)进行统计分析。数值测试通过Python 3引擎进行,使用R平方(多元回归的多重决定系数)进行预测,值>0.5被认为具有统计学意义。研究结果通过一份特定研究问卷获得,以评估性生活质量、性行为变化和心理健康。与男性受访者相比,女性受访者的性交频率、观看色情内容的频率、性卫生、体育活动频率、抑郁程度、生育意愿的 值分别更高(0.903、0.976、0.973、0.989、0.985、0.862)。与女性受访者相比,男性受访者的经济焦虑、吸烟和饮酒习惯的 值分别更高(0.917、0.964)。本研究的目的是了解新冠疫情期间的性生活质量、性行为、生殖计划、心理健康、身体健康和成年人的应对方式,以及过去的经历如何产生影响。许多受访者在性健康和生殖健康方面存在各种各样的问题。应采取措施在疫情期间保障人们的心理和性健康。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/676a/7568844/1968c3f973bb/11135_2020_1057_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/676a/7568844/1968c3f973bb/11135_2020_1057_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/676a/7568844/1968c3f973bb/11135_2020_1057_Fig1_HTML.jpg

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