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Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review
The literature on healthcare operations and supply chain management has seen unprecedented growth over the past two decades. This paper seeks to advance the body of knowledge on this topic by utilising a topic modelling-based literature review to identify the core topics, examine their dynamic chang...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8972768/ https://www.ncbi.nlm.nih.gov/pubmed/35382453 http://dx.doi.org/10.1007/s10479-022-04596-5 |
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author | Ali, Imran Kannan, Devika |
author_facet | Ali, Imran Kannan, Devika |
author_sort | Ali, Imran |
collection | PubMed |
description | The literature on healthcare operations and supply chain management has seen unprecedented growth over the past two decades. This paper seeks to advance the body of knowledge on this topic by utilising a topic modelling-based literature review to identify the core topics, examine their dynamic changes, and identify opportunities for further research in the area. Based on an analysis of 571 articles published until 25 January 2022, we identify numerous popular topics of research in the area, including patient waiting time, COVID-19 pandemic, Industry 4.0 technologies, sustainability, risk and resilience, climate change, circular economy, humanitarian logistics, behavioural operations, service-ecosystem, and knowledge management. We reviewed current literature around each topic and offered insights into what aspects of each topic have been studied and what are the recent developments and opportunities for more impactful future research. Doing so, this review help advance the contemporary scholarship on healthcare operations and supply chain management and offers resonant insights for researchers, research students, journal editors, and policymakers in the field. |
format | Online Article Text |
id | pubmed-8972768 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-89727682022-04-01 Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review Ali, Imran Kannan, Devika Ann Oper Res Original Research The literature on healthcare operations and supply chain management has seen unprecedented growth over the past two decades. This paper seeks to advance the body of knowledge on this topic by utilising a topic modelling-based literature review to identify the core topics, examine their dynamic changes, and identify opportunities for further research in the area. Based on an analysis of 571 articles published until 25 January 2022, we identify numerous popular topics of research in the area, including patient waiting time, COVID-19 pandemic, Industry 4.0 technologies, sustainability, risk and resilience, climate change, circular economy, humanitarian logistics, behavioural operations, service-ecosystem, and knowledge management. We reviewed current literature around each topic and offered insights into what aspects of each topic have been studied and what are the recent developments and opportunities for more impactful future research. Doing so, this review help advance the contemporary scholarship on healthcare operations and supply chain management and offers resonant insights for researchers, research students, journal editors, and policymakers in the field. Springer US 2022-03-31 2022 /pmc/articles/PMC8972768/ /pubmed/35382453 http://dx.doi.org/10.1007/s10479-022-04596-5 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, 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 | Original Research Ali, Imran Kannan, Devika Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title | Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title_full | Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title_fullStr | Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title_full_unstemmed | Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title_short | Mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
title_sort | mapping research on healthcare operations and supply chain management: a topic modelling-based literature review |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8972768/ https://www.ncbi.nlm.nih.gov/pubmed/35382453 http://dx.doi.org/10.1007/s10479-022-04596-5 |
work_keys_str_mv | AT aliimran mappingresearchonhealthcareoperationsandsupplychainmanagementatopicmodellingbasedliteraturereview AT kannandevika mappingresearchonhealthcareoperationsandsupplychainmanagementatopicmodellingbasedliteraturereview |