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Viser: The Analytics Process - Strategic and Tactical Steps
The Analytics Process Vital Source e-bog
Eduardo Rodriguez
(2017)
The Analytics Process
Strategic and Tactical Steps
Eduardo Rodriguez
(2017)
Sprog: Engelsk
om ca. 10 hverdage
Detaljer om varen
- 1. Udgave
- Vital Source searchable e-book (Reflowable pages)
- Udgiver: Taylor & Francis (Februar 2017)
- ISBN: 9781351975636
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Detaljer om varen
- Hardback: 256 sider
- Udgiver: Taylor & Francis Group (Februar 2017)
- ISBN: 9781498784641
This book is about the process of using analytics and the capabilities of analytics in today's organizations. Cutting through the buzz surrounding the term analytics and the overloaded expectations about using analytics, the book demystifies analytics with an in-depth examination of concepts grounded in operations research and management science.
Analytics as a set of tools and processes is only as effective as:
- The data with which it is working
- The human judgment applying the processes and understanding the output of these processes.
For this reason, the book focuses on the analytics process. What is intrinsic to analytics' real organizational impact are the careful application of tools and the thoughtful application of their outcomes. This work emphasizes analytics as part of a process that supports decision-making within organizations. It wants to debunk overblown expectations that somehow analytics outputs or analytics as applied to other concepts, such as Big Data, are the be-all and end-all of the analytics process. They are, instead, only a step within a holistic and critical approach to management thinking that can create real value for an organization.
To develop this holistic approach, the book is divided into two sections that examine concepts and applications. The first section makes the case for executive management taking a holistic approach to analytics. It draws on rich research in operations and management science that form the context in which analytics tools are to be applied. There is a strong emphasis on knowledge management concepts and techniques, as well as risk management concepts and techniques. The second section focuses on both the use of the analytics process and organizational issues that are required to make the analytics process relevant and impactful.
SECTION I. ANALYTICS PROCESS CONCEPTS About the Analytics Process Eduardo Rodriguez Illustrating the Analytics Process through Risk Assessment and Modeling Eduardo Rodriguez Analytics, Strategy, and Management Control Systems Eduardo Rodriguez
SECTION II. ANALYTICS PROCESS APPLICATIONS Data, Information, and Intelligence G. Scott Erickson and Helen N. Rothberg The Rise of Big Data and Analytics in Higher Education Ben K. Daniel and Russell J. Butson Google Analytics as a Prosumption Tool for Web Analytics Joanna Palonka, Marcin Lora, and Tomasz Ozieblo Knowledge-Based Cause-Effect Analysis Enriched by Generating Multilayered DSS Models Axel Benjamins Online Community Projects in Lithuania: Cyber Security Perspective Aelita Skarzauskiene, Gintare Parazinskaite, Agne Tvaronaviciene, and Monika Maciuliene Exploring Analytics in Health Information Delivery to Acute Health Care in Australia Chandana Unnithan and Katerina Andronis Information Visualization and Knowledge Reconstruction of RFID Technology Translation in Australian Hospitals Chandana Unnithan, Arthur Tatnall, and Stephen Burgess Health Care Analytics and Big Data Management in Influenza Vaccination Programs: Use of Information-Entropy Approach Sharon Hovav, Hanan Tell, Eugene Levner, Alexander Ptuskin, and Avi Herbon Sharing Knowledge or Just Sharing Data? John S. Edwards
Index