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Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management

For different decision makers, their approach towards management of operational risks differs due to difference in background and behavioural preferences. For such reasons, they attach different importance to various perspectives to manage operational risks. Present study conducts and analyses risk...

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Detalles Bibliográficos
Autores principales: Gupta, Rachita, Shankar, Ravi, Lai, Kee-Hung, Kumar, Ajay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9810523/
https://www.ncbi.nlm.nih.gov/pubmed/36619696
http://dx.doi.org/10.1007/s10479-022-05148-7
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author Gupta, Rachita
Shankar, Ravi
Lai, Kee-Hung
Kumar, Ajay
author_facet Gupta, Rachita
Shankar, Ravi
Lai, Kee-Hung
Kumar, Ajay
author_sort Gupta, Rachita
collection PubMed
description For different decision makers, their approach towards management of operational risks differs due to difference in background and behavioural preferences. For such reasons, they attach different importance to various perspectives to manage operational risks. Present study conducts and analyses risk profiling of food security impediments, in which operational risk has come up as an important impediment. Based on three perspectives namely, social, economic, and operational, the research first evaluates severity of impediments in food security. Risk profiling is then conducted on the basis of decision makers’ preferences towards different perspectives. Integration of fuzzy set theory and evidential reasoning algorithm along with decision makers’ behavioural preferences have been used for the analysis. The proposed model generates a continuum of scenarios towards relative importance of three perspectives. It is observed that despite changing the importance of perspectives, a few risks show robustness in their severity, while other ones are sensitive to small changes. Based on these dynamic changes in risk-percept, insightful risk profiling is presented in this research. The risk profiling approach uniquely helps decision makers to adequately plan their course of actions to deal with operational risks associated with food security.
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spelling pubmed-98105232023-01-04 Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management Gupta, Rachita Shankar, Ravi Lai, Kee-Hung Kumar, Ajay Ann Oper Res Original Research For different decision makers, their approach towards management of operational risks differs due to difference in background and behavioural preferences. For such reasons, they attach different importance to various perspectives to manage operational risks. Present study conducts and analyses risk profiling of food security impediments, in which operational risk has come up as an important impediment. Based on three perspectives namely, social, economic, and operational, the research first evaluates severity of impediments in food security. Risk profiling is then conducted on the basis of decision makers’ preferences towards different perspectives. Integration of fuzzy set theory and evidential reasoning algorithm along with decision makers’ behavioural preferences have been used for the analysis. The proposed model generates a continuum of scenarios towards relative importance of three perspectives. It is observed that despite changing the importance of perspectives, a few risks show robustness in their severity, while other ones are sensitive to small changes. Based on these dynamic changes in risk-percept, insightful risk profiling is presented in this research. The risk profiling approach uniquely helps decision makers to adequately plan their course of actions to deal with operational risks associated with food security. Springer US 2023-01-04 /pmc/articles/PMC9810523/ /pubmed/36619696 http://dx.doi.org/10.1007/s10479-022-05148-7 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, 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
Gupta, Rachita
Shankar, Ravi
Lai, Kee-Hung
Kumar, Ajay
Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title_full Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title_fullStr Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title_full_unstemmed Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title_short Risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
title_sort risk profiling of food security impediments using decision maker’s behavioural preference towards operational risk management
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9810523/
https://www.ncbi.nlm.nih.gov/pubmed/36619696
http://dx.doi.org/10.1007/s10479-022-05148-7
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