Advancing Big Data Analytics for Healthcare Service Delivery
暫譯: 推進大數據分析於醫療服務交付
Iyamu, Tiko
- 出版商: Routledge
- 出版日期: 2022-10-20
- 售價: $5,480
- 貴賓價: 9.5 折 $5,206
- 語言: 英文
- 頁數: 196
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032169338
- ISBN-13: 9781032169330
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相關分類:
大數據 Big-data、Data Science
海外代購書籍(需單獨結帳)
商品描述
In recent years, there has been steady increase in the interest shown in both big data analytics and the use of information technology (IT) solutions to improve healthcare services. Despite the growing interest, there are limited materials, to addressing the needs and challenges posed by the activities and processes including the use of big data. From IT solutions' perspectives, this book aims to advance the deployment and use of big data analytics to increase patients' big data usefulness and improve healthcare service delivery.
The book provides significant insights and useful guide on how to access and manage big data, in improving healthcare service delivery. The book contributes a fresh perspective, which primarily comes from the complementary use of analytics approach with actor-network theory (ANT), and other techniques, in advancing healthcare service delivery. Accessing and managing healthcare big data have always been a challenging exercise. Due to the sensitivity of the health sector, the focus on patients' big data is from either technical or social perspective. Thus, the book employs sociotechnical theories, ANT and structuration theory (ST) as lenses to examine and explain the factors that enable and constrain the use of patients' big data for health services. By doing so, the book brings a different dimension and advance health service delivery.
Providing a timely and important contribution to this critical area, this book is a valuable, international resource for academics, postgraduate students and researchers in the areas of IT, big data analytics, data management and health informatics.
商品描述(中文翻譯)
近年來，對於大數據分析以及利用資訊科技（IT）解決方案來改善醫療服務的興趣穩步增加。儘管興趣日益增長，但針對大數據使用所帶來的需求和挑戰的相關資料仍然有限。從IT解決方案的角度來看，本書旨在推進大數據分析的部署和使用，以提高患者大數據的實用性並改善醫療服務的交付。
本書提供了重要的見解和有用的指導，說明如何訪問和管理大數據，以改善醫療服務的交付。本書貢獻了一種新穎的視角，主要來自於分析方法與行動者網絡理論（ANT）及其他技術的互補使用，以推進醫療服務的交付。訪問和管理醫療大數據一直是一項具有挑戰性的工作。由於健康領域的敏感性，對患者大數據的關注主要來自技術或社會的角度。因此，本書運用社會技術理論、ANT和結構化理論（ST）作為視角，來檢視和解釋促進和限制患者大數據在健康服務中使用的因素。透過這樣的方式，本書帶來了不同的維度，推進了健康服務的交付。
本書對於這一關鍵領域提供了及時且重要的貢獻，是IT、大數據分析、數據管理和健康資訊學領域的學者、研究生和研究人員的重要國際資源。
作者簡介
Tiko Iyamu holds a PhD in information systems from the University of Cape Town, South Africa. Currently, Iyamu is a Research Professor at the Faculty of Informatics and Design, Cape Peninsula University of Technology (CPUT), Cape Town, South Africa. Previously, he was with the Tshwane University of Technology, South Africa, and Namibia University of Science and Technology, Namibia. Iyamu served as a Professor Extraordinaire at the Department of Computer Science, University of the Western Cape, Cape Town, South Africa, from 2006 to 2015. In 2014, he was a Visiting Professor at the Flensburg University of Applied Sciences, Germany. Professor Iyamu's areas of focus include enterprise architecture, health informatics, big data analytics and mobile computing. In addition, he has keen interest in the application of sociotechnical theories, such as actor-network theory, structuration theory and diffusion of innovation for information systems research. He has authored over 160 peer-reviewed research articles in journals, conference proceedings and book chapters. Prof Iyamu has authored seven books, including Applying theories for information systems research and Enterprise Architecture for Strategic Management of Modern IT Solutions. He has received several awards in research and excellence in supervision of postgraduates.
作者簡介(中文翻譯)
Tiko Iyamu 擁有南非開普敦大學的信息系統博士學位。目前，Iyamu 是南非開普半島科技大學（Cape Peninsula University of Technology, CPUT）資訊與設計學院的研究教授。之前，他曾在南非的特斯瓦尼科技大學（Tshwane University of Technology）和納米比亞科技大學（Namibia University of Science and Technology）任職。Iyamu 在南非開普西開普大學（University of the Western Cape）的計算機科學系擔任特聘教授（Professor Extraordinaire）從2006年到2015年。2014年，他曾擔任德國弗倫斯堡應用科技大學（Flensburg University of Applied Sciences）的訪問教授。Iyamu 教授的研究重點包括企業架構、健康資訊學、大數據分析和行動計算。此外，他對社會技術理論的應用有濃厚的興趣，例如行為者網絡理論（actor-network theory）、結構化理論（structuration theory）和創新擴散理論（diffusion of innovation）在信息系統研究中的應用。他已在期刊、會議論文集和書籍章節中發表了超過160篇經過同行評審的研究文章。Iyamu 教授著有七本書籍，包括 Applying theories for information systems research 和 Enterprise Architecture for Strategic Management of Modern IT Solutions。他在研究和研究生指導方面獲得了多項獎項。
