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科技行业中的心理健康:工作场所风险因素分析及新冠疫情的影响

Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19.

作者信息

Mitravinda K M, Nair Devika S, Srinivasa Gowri

机构信息

PES Center for Pattern Recognition, Department of Computer Science and Engineering, PES University, Bengaluru, Karnataka India.

出版信息

SN Comput Sci. 2023;4(2):197. doi: 10.1007/s42979-022-01613-z. Epub 2023 Feb 8.

Abstract

The psychological, emotional and social well-being of an individual determines their ability to contribute and function as a social member. Several studies over the years have proven that an alarming number of people live with mental illnesses, of which only a fraction is documented. Studies conducted by Open Sourcing Mental Illness (OSMI) organization have indicated that these figures are much higher in the tech industry. We present an analysis of patterns and infer contributory factors for mental illness in the tech industry, to aid in the early detection and assess employees' risk of diagnosis. Towards this end, the study comprises a detailed analysis, models for prediction of diagnosis, risk-based clustering and investigation into existing literature on factors contributing to mental illness. In addition to this, we have attempted to understand the impact of Covid-19 through analyzing trends of the factors influencing mental health, pre- and post-pandemic. We conclude with an insight to the impact of the COVID-19 pandemic on global mental health and the actions taken in the workplace to mitigate this.

摘要

个人的心理、情感和社会幸福感决定了他们作为社会成员做出贡献和发挥作用的能力。多年来的多项研究证明,患有精神疾病的人数惊人,其中只有一小部分有记录。开源精神疾病(OSMI)组织进行的研究表明,这些数字在科技行业要高得多。我们对科技行业精神疾病的模式进行分析,并推断其成因,以帮助早期发现并评估员工的患病风险。为此,该研究包括详细分析、诊断预测模型、基于风险的聚类以及对导致精神疾病因素的现有文献进行调查。除此之外,我们还试图通过分析疫情前和疫情后影响心理健康因素的趋势,来了解新冠疫情的影响。我们最后洞察了新冠疫情对全球心理健康的影响以及职场为缓解这一影响所采取的行动。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7af1/9907184/602df5f88fe1/42979_2022_1613_Fig1_HTML.jpg

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