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探究人道主义服务系统分析赋能能力的微观基础理论

Theorising the Microfoundations of analytics empowerment capability for humanitarian service systems.

作者信息

Akter Shahriar, Motamarri Saradhi, Sajib Shahriar, Bandara Ruwan J, Tarba Shlomo, Vrontis Demetris

机构信息

School of Business, University of Wollongong, Wollongong, NSW 2522 Australia.

UTS Business School, University of Technology Sydney, 15 Broadway, Ultimo, NSW 2007 Australia.

出版信息

Ann Oper Res. 2021 Nov 16:1-25. doi: 10.1007/s10479-021-04386-5.

Abstract

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.

摘要

由于新冠疫情,世界正面临一场前所未有的人道主义危机。人道主义服务系统正通过利用大量结构化和非结构化数据来应对这一危机,以保护弱势群体和社区。分析已成为一个强大的平台,用于可视化、预测和制定解决人道主义危机的方案,如疾病控制、医疗保健能力和紧急食品供应。然而,关于人道主义分析赋能能力的微观基础的研究却很匮乏。因此,本研究借鉴动态能力理论,通过系统的文献综述和主题分析,为人道主义服务系统提出了一个分析赋能能力框架。研究结果表明,分析文化、技术复杂性、数据驱动的见解、决策自主权、知识和技能以及培训与发展是分析赋能感知、抓住和补救危机情况能力的关键组成部分。本文讨论了理论和实践研究意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/919c/8593634/fa8d6a8dda1a/10479_2021_4386_Fig1_HTML.jpg

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