Details
Data Analytics for Organisational Development
Unleashing the Potential of Your Data1. Aufl.
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31,99 € |
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| Verlag: | Wiley |
| Format: | |
| Veröffentl.: | 27.07.2021 |
| ISBN/EAN: | 9781119758310 |
| Sprache: | englisch |
| Anzahl Seiten: | 368 |
DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.
Beschreibungen
<p><b>A practical guide for anyone who aspires to become data analytics–savvy</b></p> <p>Data analytics has become central to the operation of most businesses, making it an increasingly necessary skill for every manager and for all functions across an organisation. <i>Data Analytics for Organisational Development: Unleashing the Potential of Your Data</i> introduces a methodical process for gathering, screening, transforming, and analysing the correct datasets to ensure that they are reliable tools for business decision-making. Written by a Six Sigma Master Black Belt and a Lean Six Sigma Black Belt, this accessible guide explains and illustrates the application of data analytics for organizational development and design, with particular focus on Customer and Strategy Analytics, Operations Analytics and Workforce Analytics.</p> <p>Designed as both a handbook and workbook, <i>Data Analytics for Organisational Development</i> presents the application of data analytics for organizational design and development using case studies and practical examples. It aims to help build a bridge between data scientists, who have less exposure to actual business issues, and the "non-data scientists." With this guide, anyone can learn to perform data analytics tasks from translating a business question into a data science hypothesis to understanding the data science results and making the appropriate decisions. From data acquisition, cleaning, and transformation to analysis and decision making, this book covers it all. It also helps you avoid the pitfalls of unsound decision making, no matter where in the value chain you work.</p> <ul> <li>Follow the “Five Steps of a Data Analytics Case” to arrive at the correct business decision based on sound data analysis</li> <li>Become more proficient in effectively communicating and working with the data experts, even if you have no background in data science</li> <li>Learn from cases and practical examples that demonstrate a systematic method for gathering and processing data accurately</li> <li>Work through end-of-chapter exercises to review key concepts and apply methods using sample data sets</li> </ul> <p><i>Data Analytics for Organisational Development</i> includes downloadable tools for learning enrichment, including spreadsheets, Power BI slides, datasets, R analysis steps and more. Regardless of your level in your organisation, this book will help you become savvy with data analytics, one of today’s top business tools.</p>
<p>Foreword</p> <p>Preface</p> <p>Introduction: Why Data Analytics is Important</p> <p>Chapter 1: Introduction to Data Analytics and Data Science</p> <p>Chapter 2: Customer Domain – Customer Analytics</p> <p>Chapter 3: Process Domain – Operations Analytics </p> <p>Chapter 4: Workforce Domain – Workforce Analytics</p> <p>Chapter 5: Implementing Data Analytics for Organisational Development</p> <p>Materials for Download</p> <p>Index</p>
<p><b>Uwe H. Kaufmann, PhD,</b> is the founder of the Centre for Organisational Effectiveness, a business advisory firm based in Singapore. He is Adjunct Senior Fellow at the Singapore University of Technology and Design and Affiliate Faculty at Singapore Management University Academy.</p><p><b>Amy B.C. Tan</b> is Director and Partner at the Centre for Organisational Effectiveness and Affiliate Faculty at Singapore Management University Academy. She has over 20 years of experience in strategic HR management, organisational development, succession planning, performance management, and leadership development.</p>
<p><b>Get a seat at the table when data analytics drive business decisions</b></p><p>Today’s meaningful business decisions are increasingly driven by the analysis of large amounts of data. As a business professional, you can’t afford to be left out of the conversation because you are inexperienced with using patterns in data for business decision making.</p><p><i>Data Analytics for Organisational Development: Unleashing the Potential of Your Data</i> is a powerful and practical new handbook for managers and employees to learn how to apply data analysis to organisational design and development problems. Complete with accessible examples, real-world case studies, end-of-chapter exercises, and downloadable datasets and tools, including spreadsheets, Power BI dashboards and R projects, the book offers hands-on instruction in turning raw data into actionable business insights that get results.</p><p>You’ll master and learn to apply the “Five Phases of Data Analytics” to unleash the potential of your data and support effective organisational development.</p><p>Ideal for managers, analysts, and HR professionals, <i>Data Analytics for Organisational Development</i> also deserves a place on the bookshelves of report and presentation designers, executives, and organisational data scientists who seek to bridge the gap between data analytics and business.
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