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Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan
The study aims to assess and analyze the social outcomes of the COVID-19 pandemic. The study uses the discourse of comprehensive literature review to identify the outcomes, Interpretive Structural Modeling (ISM) for developing a structural model and Matrices’ Impacts Cruise’s Multiplication Appliqué...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934127/ https://www.ncbi.nlm.nih.gov/pubmed/35306646 http://dx.doi.org/10.1007/s11356-022-19628-7 |
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author | Abbass, Kashif Basit, Abdul Niazi, Abdul Aziz Khan Mufti, Ramish Zahid, Nauman Qazi, Tehmina Fiaz |
author_facet | Abbass, Kashif Basit, Abdul Niazi, Abdul Aziz Khan Mufti, Ramish Zahid, Nauman Qazi, Tehmina Fiaz |
author_sort | Abbass, Kashif |
collection | PubMed |
description | The study aims to assess and analyze the social outcomes of the COVID-19 pandemic. The study uses the discourse of comprehensive literature review to identify the outcomes, Interpretive Structural Modeling (ISM) for developing a structural model and Matrices’ Impacts Cruise’s Multiplication Appliquée a UN Classement (MICMAC) for analysis, classification of societal outcomes, and corroboration of results of ISM. Data from fifteen experts was collected through a survey questionnaire. As a result of the literature review, a list of sixteen outcomes was generated and verified by a panel of experts. Results of ISM revealed that the outcomes, namely, “emotional instability,” “mental health self-harm,” loneliness reduced recreational activities, obesity, and “increased screen time” come at the top of the model; therefore, they are less vital outcomes, whereas the most significant outcome which is at the bottom of the model is “employment instability”; hence it has a major impact on the society. The remaining outcomes fall in the middle of the model, so they have a moderate-severe impact. Results of MICMAC validate the findings of ISM. Overall findings of the study reveal that “employment instability” is the crucial social outcome of the COVID-19 pandemic. It is an original attempt based on real-time data, which is helpful for society at large, researchers, the international community, and policymakers because this study provides a lot of new information about the phenomenon. The study includes understanding society at large, policymakers, and researchers by illustrating the complex relations and simplifying the connections among a wide range of social outcomes of COVID-19. |
format | Online Article Text |
id | pubmed-8934127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-89341272022-03-21 Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan Abbass, Kashif Basit, Abdul Niazi, Abdul Aziz Khan Mufti, Ramish Zahid, Nauman Qazi, Tehmina Fiaz Environ Sci Pollut Res Int Green Finance and Low-Carbon Economic Recovery in the Post COVID-19 World The study aims to assess and analyze the social outcomes of the COVID-19 pandemic. The study uses the discourse of comprehensive literature review to identify the outcomes, Interpretive Structural Modeling (ISM) for developing a structural model and Matrices’ Impacts Cruise’s Multiplication Appliquée a UN Classement (MICMAC) for analysis, classification of societal outcomes, and corroboration of results of ISM. Data from fifteen experts was collected through a survey questionnaire. As a result of the literature review, a list of sixteen outcomes was generated and verified by a panel of experts. Results of ISM revealed that the outcomes, namely, “emotional instability,” “mental health self-harm,” loneliness reduced recreational activities, obesity, and “increased screen time” come at the top of the model; therefore, they are less vital outcomes, whereas the most significant outcome which is at the bottom of the model is “employment instability”; hence it has a major impact on the society. The remaining outcomes fall in the middle of the model, so they have a moderate-severe impact. Results of MICMAC validate the findings of ISM. Overall findings of the study reveal that “employment instability” is the crucial social outcome of the COVID-19 pandemic. It is an original attempt based on real-time data, which is helpful for society at large, researchers, the international community, and policymakers because this study provides a lot of new information about the phenomenon. The study includes understanding society at large, policymakers, and researchers by illustrating the complex relations and simplifying the connections among a wide range of social outcomes of COVID-19. Springer Berlin Heidelberg 2022-03-19 2023 /pmc/articles/PMC8934127/ /pubmed/35306646 http://dx.doi.org/10.1007/s11356-022-19628-7 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022 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 | Green Finance and Low-Carbon Economic Recovery in the Post COVID-19 World Abbass, Kashif Basit, Abdul Niazi, Abdul Aziz Khan Mufti, Ramish Zahid, Nauman Qazi, Tehmina Fiaz Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title | Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title_full | Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title_fullStr | Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title_full_unstemmed | Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title_short | Evaluating the social outcomes of COVID-19 pandemic: empirical evidence from Pakistan |
title_sort | evaluating the social outcomes of covid-19 pandemic: empirical evidence from pakistan |
topic | Green Finance and Low-Carbon Economic Recovery in the Post COVID-19 World |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8934127/ https://www.ncbi.nlm.nih.gov/pubmed/35306646 http://dx.doi.org/10.1007/s11356-022-19628-7 |
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