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Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19
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 conduct...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907184/ https://www.ncbi.nlm.nih.gov/pubmed/36785803 http://dx.doi.org/10.1007/s42979-022-01613-z |
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author | Mitravinda, K. M. Nair, Devika S. Srinivasa, Gowri |
author_facet | Mitravinda, K. M. Nair, Devika S. Srinivasa, Gowri |
author_sort | Mitravinda, K. M. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9907184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-99071842023-02-09 Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 Mitravinda, K. M. Nair, Devika S. Srinivasa, Gowri SN Comput Sci Original Research 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. Springer Nature Singapore 2023-02-08 2023 /pmc/articles/PMC9907184/ /pubmed/36785803 http://dx.doi.org/10.1007/s42979-022-01613-z Text en © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd 2023, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Mitravinda, K. M. Nair, Devika S. Srinivasa, Gowri Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title | Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title_full | Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title_fullStr | Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title_full_unstemmed | Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title_short | Mental Health in Tech: Analysis of Workplace Risk Factors and Impact of COVID-19 |
title_sort | mental health in tech: analysis of workplace risk factors and impact of covid-19 |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907184/ https://www.ncbi.nlm.nih.gov/pubmed/36785803 http://dx.doi.org/10.1007/s42979-022-01613-z |
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