Management decision-making, big data & analytics:
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles
Sage
2021
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XV, 318 Seiten Illustrationen, Diagramme |
| ISBN: | 9781526492012 9781526492005 |
Internformat
MARC
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Datensatz im Suchindex
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| adam_text | CONTENTS List ofFigures List of Tables Online Resources About the Authors Abbreviations Foreword ix xi xiii xiv xvi xvii 1 Professional Mindsets 1 2 Introduction to Big Data 17 3 Introduction to (Advanced) Analytics 41 4 Management Decision-Making 63 5 Analytics in Management Decision-Making 98 6 Types of Managerial Decision-Makers 136 7 Organizational Readiness for Data-Driven Decision-Making 163 8 Integrating Contextual Factors in Management Decision-Making 194 9 Managing the Ethics, Security, Privacy and Legal Aspects of Data-Driven Decision-Making 218 10 Managing Emerging Technologies and Decision-Making 245 Glossary of Technical Terms References Further Reading Index 267 278 300 315
DETAILED CONTENTS Listof Figures List of Tables Online Resources About the Authors Abbreviations Foreword ix xi xiii xiv xvi xvii 1 Professional Mindsets Introduction Management in the Age of Big Data The Different Mindsets of Managers and Information Technologists The Importance of Communication and Shared Mental Models between Managers and Information Technologists Addressing the Talent Shortage Chapter Summary Key Lessons 2 Introduction to Big Data Introduction Technological Evolution of Data and Its Management Big Data and Analytics What Is Big Data? From Big Data to Useful Knowledge A Critical Look at Big Data: Opportunities and Challenges Chapter Summary Key Lessons 3 Introduction to (Advanced) Analytics Introduction Evolution of Analytics From Data to Information: Advanced Analytics Tools and Techniques Data and Analytics in Decision-Making Chapter Summary Key Lessons 17 18 19 24 25 30 35 40 40 41 43 43 49 54 62 ,9
DETAILED CONTENTS 4 Management Decision-Making Introduction The Importance of Decision-Making for Managers History of Decision-Making Rational, Naturalist and Non-Rational Decision-Making Dual Process Theory: System 1 and System 2 Decision Types and Manager Responses Chapter Summary Key Lessons vii 63 65 65 67 69 82 91 94 96 5 Analytics in Management Decision-Making Introduction The Role of Analytics in Decision-Making Specific Roles of Analytics in Management Decision-Making Contextual Influences on Data-Driven Decisions Decision Triggers Decision Types, Decision Processes and the Roles of Human Judgment and Analytics Manager KSAs Organizational Culture and Capabilities Using Analytics Effectively Chapter Summary Key Lessons 98 100 100 103 119 120 121 131 132 132 135 135 6 Types of Managerial Decision-Makers Introduction Types of Managerial Decision-Makers Assessment: Which Manager Decision-Making Type Are You? Chapter Summary Key Lessons 136 137 138 153 160 162 7 Organizational Readiness for Data-Driven Decision-Making Introduction An Ecological Framework of Management Decision-Making Organizational Maturity of Analytics Capabilities Chapter Summary Key Lessons 163 165 165 182 192 193 8 Integrating Contextual Factors in Management Decision-Making Introduction The Management Decision-Making Environment in the Age of Big Data and Analytics 194 196 196
viii DETAILED CONTENTS Decision-Making in Practice: Case Studies Chapter Summary Key Lessons 9 Managing the Ethics, Security, Privacy and Legal Aspects of Data-Driven Decision-Making 208 216 2^2 218 Introduction Privacy and Ethics of Data Acquisition and Use Legal Obligations in Organizational Data Collection and Use Organizational Standards for Data Security and Use Chapter Summary Key Lessons 222 225 228 236 242 244 10 Managing Emerging Technologies and Decision-Making 245 Introduction Emerging Technologies Emerging Technologies and Management Decision-Making Chapter Summary Key Lessons Glossary of Technical Terms References Further Reading index 247 248 251 265 265 267 27g 3qq 315
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| adam_txt |
CONTENTS List ofFigures List of Tables Online Resources About the Authors Abbreviations Foreword ix xi xiii xiv xvi xvii 1 Professional Mindsets 1 2 Introduction to Big Data 17 3 Introduction to (Advanced) Analytics 41 4 Management Decision-Making 63 5 Analytics in Management Decision-Making 98 6 Types of Managerial Decision-Makers 136 7 Organizational Readiness for Data-Driven Decision-Making 163 8 Integrating Contextual Factors in Management Decision-Making 194 9 Managing the Ethics, Security, Privacy and Legal Aspects of Data-Driven Decision-Making 218 10 Managing Emerging Technologies and Decision-Making 245 Glossary of Technical Terms References Further Reading Index 267 278 300 315 '
DETAILED CONTENTS Listof Figures List of Tables Online Resources About the Authors Abbreviations Foreword ix xi xiii xiv xvi xvii 1 Professional Mindsets Introduction Management in the Age of Big Data The Different Mindsets of Managers and Information Technologists The Importance of Communication and Shared Mental Models between Managers and Information Technologists Addressing the Talent Shortage Chapter Summary Key Lessons 2 Introduction to Big Data Introduction Technological Evolution of Data and Its Management Big Data and Analytics What Is Big Data? From Big Data to Useful Knowledge A Critical Look at Big Data: Opportunities and Challenges Chapter Summary Key Lessons 3 Introduction to (Advanced) Analytics Introduction Evolution of Analytics From Data to Information: Advanced Analytics Tools and Techniques Data and Analytics in Decision-Making Chapter Summary Key Lessons 17 18 19 24 25 30 35 40 40 41 43 43 49 54 62 ,9
DETAILED CONTENTS 4 Management Decision-Making Introduction The Importance of Decision-Making for Managers History of Decision-Making Rational, Naturalist and Non-Rational Decision-Making Dual Process Theory: System 1 and System 2 Decision Types and Manager Responses Chapter Summary Key Lessons vii 63 65 65 67 69 82 91 94 96 5 Analytics in Management Decision-Making Introduction The Role of Analytics in Decision-Making Specific Roles of Analytics in Management Decision-Making Contextual Influences on Data-Driven Decisions Decision Triggers Decision Types, Decision Processes and the Roles of Human Judgment and Analytics Manager KSAs Organizational Culture and Capabilities Using Analytics Effectively Chapter Summary Key Lessons 98 100 100 103 119 120 121 131 132 132 135 135 6 Types of Managerial Decision-Makers Introduction Types of Managerial Decision-Makers Assessment: Which Manager Decision-Making Type Are You? Chapter Summary Key Lessons 136 137 138 153 160 162 7 Organizational Readiness for Data-Driven Decision-Making Introduction An Ecological Framework of Management Decision-Making Organizational Maturity of Analytics Capabilities Chapter Summary Key Lessons 163 165 165 182 192 193 8 Integrating Contextual Factors in Management Decision-Making Introduction The Management Decision-Making Environment in the Age of Big Data and Analytics 194 196 196
viii DETAILED CONTENTS Decision-Making in Practice: Case Studies Chapter Summary Key Lessons 9 Managing the Ethics, Security, Privacy and Legal Aspects of Data-Driven Decision-Making 208 216 2^2 218 Introduction Privacy and Ethics of Data Acquisition and Use Legal Obligations in Organizational Data Collection and Use Organizational Standards for Data Security and Use Chapter Summary Key Lessons 222 225 228 236 242 244 10 Managing Emerging Technologies and Decision-Making 245 Introduction Emerging Technologies Emerging Technologies and Management Decision-Making Chapter Summary Key Lessons Glossary of Technical Terms References Further Reading index 247 248 251 265 265 267 27g 3qq 315 |
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| index_date | 2024-07-03T16:10:54Z |
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| isbn | 9781526492012 9781526492005 |
| language | English |
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| title | Management decision-making, big data & analytics |
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| title_full | Management decision-making, big data & analytics Simone Gressel, David J Pauleen and Nazim Taskin |
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| topic_facet | Entscheidungsfindung Big Data Management |
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