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Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach
In this study, a new attempt has been made using mathematical modelling to study dynamic behaviour and estimate the final size of spread of the psychological stress arising due to sudden outbreak of COVID-19 in India. The proposed mathematical model examines and includes different behaviours of tran...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier B.V.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8427214/ https://www.ncbi.nlm.nih.gov/pubmed/34518795 http://dx.doi.org/10.1016/j.rinp.2021.104661 |
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author | Jain, Subit K. Tyagi, Swati Dhiman, Neeraj Alzabut, Jehad |
author_facet | Jain, Subit K. Tyagi, Swati Dhiman, Neeraj Alzabut, Jehad |
author_sort | Jain, Subit K. |
collection | PubMed |
description | In this study, a new attempt has been made using mathematical modelling to study dynamic behaviour and estimate the final size of spread of the psychological stress arising due to sudden outbreak of COVID-19 in India. The proposed mathematical model examines and includes different behaviours of transition from one process to another in current situation and study their propagation mode. We propose a mathematical model, where two different type of psychological stresses occur due to COVID-19 situation and its impact on people’s life such as their mental well being and happiness. We present some sufficient conditions for the vanishing or spreading of the psychological stress through qualitative and quantitative analysis. The basic reproduction number ([Formula: see text]) of the model is computed and the local and the global stabilities of different equilibria are studied. Moreover, to better understand the level of psychological stress and decreasing mental well-being during the COVID-19 outbreak in India, we also conducted an online survey. Our findings establish several factors associated with level of psychological impact and mental health status. Based on the empirical analysis, we found that psychological stress has a significant negative influence on mental well being. Further, this study confirms that coping strategies with stress have significantly contributed towards the betterment in the mental well-being of the people. Numerical simulations are also given to illustrate the theoretical results. The results of the present study can be generalized to the society, Government, and others that they can adopt different strategies to avoid stressful situations during COVID-19 outbreak. The findings suggest that policy-makers, Government officials should focus on coping strategies to combat with pandemic disease. |
format | Online Article Text |
id | pubmed-8427214 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84272142021-09-09 Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach Jain, Subit K. Tyagi, Swati Dhiman, Neeraj Alzabut, Jehad Results Phys Article In this study, a new attempt has been made using mathematical modelling to study dynamic behaviour and estimate the final size of spread of the psychological stress arising due to sudden outbreak of COVID-19 in India. The proposed mathematical model examines and includes different behaviours of transition from one process to another in current situation and study their propagation mode. We propose a mathematical model, where two different type of psychological stresses occur due to COVID-19 situation and its impact on people’s life such as their mental well being and happiness. We present some sufficient conditions for the vanishing or spreading of the psychological stress through qualitative and quantitative analysis. The basic reproduction number ([Formula: see text]) of the model is computed and the local and the global stabilities of different equilibria are studied. Moreover, to better understand the level of psychological stress and decreasing mental well-being during the COVID-19 outbreak in India, we also conducted an online survey. Our findings establish several factors associated with level of psychological impact and mental health status. Based on the empirical analysis, we found that psychological stress has a significant negative influence on mental well being. Further, this study confirms that coping strategies with stress have significantly contributed towards the betterment in the mental well-being of the people. Numerical simulations are also given to illustrate the theoretical results. The results of the present study can be generalized to the society, Government, and others that they can adopt different strategies to avoid stressful situations during COVID-19 outbreak. The findings suggest that policy-makers, Government officials should focus on coping strategies to combat with pandemic disease. The Author(s). Published by Elsevier B.V. 2021-10 2021-08-17 /pmc/articles/PMC8427214/ /pubmed/34518795 http://dx.doi.org/10.1016/j.rinp.2021.104661 Text en © 2021 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Jain, Subit K. Tyagi, Swati Dhiman, Neeraj Alzabut, Jehad Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title | Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title_full | Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title_fullStr | Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title_full_unstemmed | Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title_short | Study of dynamic behaviour of psychological stress during COVID-19 in India: A mathematical approach |
title_sort | study of dynamic behaviour of psychological stress during covid-19 in india: a mathematical approach |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8427214/ https://www.ncbi.nlm.nih.gov/pubmed/34518795 http://dx.doi.org/10.1016/j.rinp.2021.104661 |
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