Cargando…
Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems
The world is facing an unprecedented humanitarian crisis due to the COVID-19 pandemic. Humanitarian service systems are being empowered to tackle this crisis through the use of vast amounts of structured and unstructured data to protect vulnerable individuals and communities. Analytics has emerged a...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8593634/ https://www.ncbi.nlm.nih.gov/pubmed/34803203 http://dx.doi.org/10.1007/s10479-021-04386-5 |
_version_ | 1784599788443926528 |
---|---|
author | Akter, Shahriar Motamarri, Saradhi Sajib, Shahriar Bandara, Ruwan J. Tarba, Shlomo Vrontis, Demetris |
author_facet | Akter, Shahriar Motamarri, Saradhi Sajib, Shahriar Bandara, Ruwan J. Tarba, Shlomo Vrontis, Demetris |
author_sort | Akter, Shahriar |
collection | PubMed |
description | The world is facing an unprecedented humanitarian crisis due to the COVID-19 pandemic. Humanitarian service systems are being empowered to tackle this crisis through the use of vast amounts of structured and unstructured data to protect vulnerable individuals and communities. Analytics has emerged as a powerful platform to visualise, predict, and prescribe solutions to humanitarian crises, such as disease containment, healthcare capacity, and emergency food supply. However, there is a paucity of research on the microfoundations of the humanitarian analytics empowerment capability. As such, drawing on dynamic capability theory and by means of a systematic literature review and thematic analysis, this study proposes an analytics empowerment capability framework for humanitarian service systems. The findings show that analytics culture, technological sophistication, data-driven insights, decision making autonomy, knowledge and skills, and training and development are crucial components of the analytics empowerment’s capability to sense, seize, and remedy crisis situations. The paper discusses both theoretical and practical research implications. |
format | Online Article Text |
id | pubmed-8593634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-85936342021-11-16 Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems Akter, Shahriar Motamarri, Saradhi Sajib, Shahriar Bandara, Ruwan J. Tarba, Shlomo Vrontis, Demetris Ann Oper Res Original Research The world is facing an unprecedented humanitarian crisis due to the COVID-19 pandemic. Humanitarian service systems are being empowered to tackle this crisis through the use of vast amounts of structured and unstructured data to protect vulnerable individuals and communities. Analytics has emerged as a powerful platform to visualise, predict, and prescribe solutions to humanitarian crises, such as disease containment, healthcare capacity, and emergency food supply. However, there is a paucity of research on the microfoundations of the humanitarian analytics empowerment capability. As such, drawing on dynamic capability theory and by means of a systematic literature review and thematic analysis, this study proposes an analytics empowerment capability framework for humanitarian service systems. The findings show that analytics culture, technological sophistication, data-driven insights, decision making autonomy, knowledge and skills, and training and development are crucial components of the analytics empowerment’s capability to sense, seize, and remedy crisis situations. The paper discusses both theoretical and practical research implications. Springer US 2021-11-16 /pmc/articles/PMC8593634/ /pubmed/34803203 http://dx.doi.org/10.1007/s10479-021-04386-5 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021 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 Akter, Shahriar Motamarri, Saradhi Sajib, Shahriar Bandara, Ruwan J. Tarba, Shlomo Vrontis, Demetris Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title | Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title_full | Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title_fullStr | Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title_full_unstemmed | Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title_short | Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems |
title_sort | theorising the microfoundations of analytics empowerment capability for humanitarian service systems |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8593634/ https://www.ncbi.nlm.nih.gov/pubmed/34803203 http://dx.doi.org/10.1007/s10479-021-04386-5 |
work_keys_str_mv | AT aktershahriar theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems AT motamarrisaradhi theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems AT sajibshahriar theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems AT bandararuwanj theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems AT tarbashlomo theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems AT vrontisdemetris theorisingthemicrofoundationsofanalyticsempowermentcapabilityforhumanitarianservicesystems |