新冠肺炎疫情期间民众心理状态分析

K. M. Chandran
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摘要

COVID-19大流行不仅会影响人们的身体,还会影响人们的心理。正是在这种背景下,印度喀拉拉邦Kozhikode的WEDO(非政府组织)进行了这项研究。数据是通过一份包含15种心理特征及其经验水平的在线调查问卷,以及来自印度的300名受访者的年龄、性别、教育程度等特征,使用雪球抽样技术收集的。这些特质的总分被计算为心理状态得分。采用比例/分数法和统计学检验对数据进行分析。新冠肺炎疫情对受访者的心理产生了负面影响。从研究中可以明显看出,在大流行期间,人们现有的紧张情绪对制造更多紧张情绪的影响。随机森林技术结果表明,热情、满意、热爱自然和宁静是影响人格状态得分的主要心理特征。通过卡方检验,发现被调查者的年龄、受教育程度、疫情前紧张情绪和疫情前紧张情绪影响疫情期间紧张情绪等特征对人格得分有统计学影响。优势比检验显示,具有PG学历的受访者在疫情期间保持良好心理状态的几率是受教育程度较低人群的4.62倍左右。男性保持良好心理状态的几率是女性的1.16倍。该研究揭示了COVID-19大流行对人们心理状态的负面影响,大多数人将其归因于大流行本身。
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Analysis Of the Psychological State of People During the Covid - 19 Pandemic
The COVID-19 pandemic could have affected people not only physically, but also psychologically. It is in this background that this study was undertaken by WEDO (NGO), Kozhikode, Kerala, India. Data was collected on-line using a questionnaire containing 15 psychological traits and their level of experience, and the characteristics of respondents such as age, sex, education etc. from a sample of 300 respondents from India using the snow ball sampling technique. The total score of the traits was worked out as the psychological state score. The data was analyzed as proportion / score and through statistical tests. The COVID-19 pandemic has influenced the psychology of the respondents negatively. The influence of existing tension of people in creating more tension during the pandemic period is evident from the study. Random Forest technique results show that Enthusiasm, Satisfaction, Loving nature and Peacefulness are the main psychological traits, which influence the personality state score. The characteristics of respondents such as age, education, pre COVID tension and pre COVID tension affecting the tension during the pandemic period are found to influence the personality score statistically through Chi-square test. Odds ratio test shows that respondents with PG qualification have about 4.62 times more chance of maintaining a better psychological state during the pandemic period than less educated people. Males have 1.16 times more chance of maintaining a better psychological state than females. The study has revealed the negative effect of the COVID-19 pandemic on the psychological state of people, with majority attributing this to the pandemic itself.
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