Download or read book Predictive HR Analytics written by Dr Martin R. Edwards and published by Kogan Page Publishers. This book was released on 2019-03-03 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: HR metrics and organizational people-related data are an invaluable source of information from which to identify trends and patterns in order to make effective business decisions. But HR practitioners often lack the statistical and analytical know-how to fully harness the potential of this data. Predictive HR Analytics provides a clear, accessible framework for understanding and working with people analytics and advanced statistical techniques. Using the statistical package SPSS (with R syntax included), it takes readers step by step through worked examples, showing them how to carry out and interpret analyses of HR data in areas such as employee engagement, performance and turnover. Readers are shown how to use the results to enable them to develop effective evidence-based HR strategies. This second edition has been updated to include the latest material on machine learning, biased algorithms, data protection and GDPR considerations, a new example using survival analyses, and up-to-the-minute screenshots and examples with SPSS version 25. It is supported by a new appendix showing main R coding, and online resources consisting of SPSS and Excel data sets and R syntax with worked case study examples.
Download or read book Data Driven HR written by Bernard Marr and published by Kogan Page Publishers. This book was released on 2018-04-03 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: FINALIST: Business Book Awards 2019 - HR and Management Category Traditionally seen as a purely people function unconcerned with numbers, HR is now uniquely placed to use company data to drive performance, both of the people in the organization and the organization as a whole. Data-Driven HR is a practical guide which enables HR professionals to leverage the value of the vast amount of data available at their fingertips. Covering how to identify the most useful sources of data, collect information in a transparent way that is in line with data protection requirements and turn this data into tangible insights, this book marks a turning point for the HR profession. Covering all the key elements of HR including recruitment, employee engagement, performance management, wellbeing and training, Data-Driven HR examines the ways data can contribute to organizational success by, among other things, optimizing processes, driving performance and improving HR decision making. Packed with case studies and real-life examples, this is essential reading for all HR professionals looking to make a measurable difference in their organizations.
Download or read book Human Capital Analytics written by Gene Pease and published by John Wiley & Sons. This book was released on 2012-10-30 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: An insightful look at the implementation of advanced analytics on human capital Human capital analytics, also known as human resources analytics or talent analytics, is the application of sophisticated data mining and business analytics techniques to human resources data. Human Capital Analytics provides an in-depth look at the science of human capital analytics, giving practical examples from case studies of companies applying analytics to their people decisions and providing a framework for using predictive analytics to optimize human capital investments. Written by Gene Pease, Boyce Byerly, and Jac Fitz-enz, widely regarded as the father of human capital Offers practical examples from case studies of companies applying analytics to their people decisions An in-depth discussion of tools needed to do the work, particularly focusing on multivariate analysis The challenge of human resources analytics is to identify what data should be captured and how to use the data to model and predict capabilities so the organization gets an optimal return on investment on its human capital. The goal of human capital analytics is to provide an organization with insights for effectively managing employees so that business goals can be reached quickly and efficiently. Written by human capital analytics specialists Gene Pease, Boyce Byerly, and Jac Fitz-enz, Human Capital Analytics provides essential action steps for implementation of advanced analytics on human capital.
Download or read book HR ANALYTICS written by GUPTA, DEEPA and published by PHI Learning Pvt. Ltd.. This book was released on 2024-03-08 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive overview of various aspects of HR analytics. It delves into important definitions, the significance of HR analytics, methods of data collection and management, as well as specific areas such as recruitment analytics, performance management analytics, employee engagement analytics, and diversity, equity and inclusion (DEI) analytics. The book also explores ethical considerations, implementation strategies, and the role of HR analytics in workforce planning, succession planning, and employee wellness. Additionally, it discusses monitoring the impact of interventions and offers insights into the future of HR analytics. Besides, it offers a range of practical tools and templates for various applications. KEY FEATURES • Comprehensive coverage: Covers a wide range of topics related to HR analytics from the basics to more specialized areas. • Diverse tools and techniques: Includes discussions on various data analysis techniques, such as predictive analytics, machine learning, and statistical modelling. • Practical templates and forms: Inclusion of templates and forms, such as employee attitude surveys and KPI dashboards, make this book more hands-on and practical. • Ethical and legal considerations: Focusses on ethics and compliance/legal considerations for the evolving landscape of HR analytics. • Future-oriented content: Discusses on the future of HR analytics and emerging trends is a dimension of forward-looking. • Agile HR analytics: Includes Agile HR Analytics as an emerging trend. • Staying updated: Acknowledges the importance of staying updated on HR analytics trends. • Clarity and accessibility: Presents a clear, accessible, and engaging text making the book reader-friendly. • The book primarily intended to the students of business schools is equally valuable to the professionals in the field. For instructor’s resources, visit https://www.phindia.com/HR_ analytics_deepa_mukul_partha TARGET AUDIENCE • MBA — HR • Data Analytics and HR Professionals
Download or read book HR Metrics and Strategy written by John W. Boudreau and published by . This book was released on 1997 with total page 42 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book HR Analytics written by Tracey Smith and published by Numerical Insights LLC. This book was released on 2013-10-22 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt: How can HR show value? With 20+ years of analytical expertise, the author guides you into the land of HR analytics to answer this question. The reader of this book is a business leader, an HR leader, analyst, student or just plain curious about what analytics in the Human Resource function is all about. It is intended for the business-minded individual interested in learning about the strategic advantages which can be obtained from performing analytics on the wealth of data stored in HR systems. The book begins with a brief history of the evolution of HR information and explains some of the differences between the stages of information progression. It also provides an opinion on who needs to know these differences and who doesn’t. The book moves on to provide advice on how to best select metrics for HR and how to approach an analysis is an organized way. A full chapter is dedicated to practical examples in order to assist the reader in generating ideas of how to provide value to the organization. Examples are provided using simple and more advanced techniques. The intent, however, is to show where value can be found in HR data and not to provide instruction on mathematical techniques. For the HR leader, the book will go on to examine the advantages and disadvantages of trying to build these capabilities in-house and will provide a realistic view of the challenges associated with implementing analytics in Human Resources. For the HR analyst, a section is included to discuss the realistic challenges you will face in collecting and analyzing HR data. Those entering this field or thinking about it, can then go in with their eyes wide open. A brief introduction to Strategic Workforce Planning is provided because it overlaps with HR analytics in one of its major steps. Finally, the book provides advice and opinions on data analysis and visualization tools available to the HR professional. What Will This Book Do for Me? Before the reader embarks on his / her journey through the pages of this book, it is important to know the types of questions that will be answered. Only then can the reader determine the true value of this material for his / her business. The list below is not all inclusive, but will provide the reader with an idea on how the information contained herein can be used. 1. How can I show some HR analytics quick wins to my leadership team? 2. What are the evolutionary stages of analytics and in what stage are most businesses? 3. How can I organize my analysis efforts? 4. What can regression analysis do for me? 5. How can I link HR to the business? 6. How can I get strategic value out of an HR survey? 7. Should I have an in-house analytics group? If so, which skill sets should I look for? 8. What challenges can I realistically expect to face if I head into HR analytics? Under the new pressure for Human Resources to provide higher value to the company, answering these and similar questions for the organization will increase the strategic level of Human Resources.
Download or read book HR Analytics written by Dr. M.H.N. Badhusha and published by Academic Guru Publishing House. This book was released on 2023-10-10 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: “HR Analytics” is a comprehensive book that delves into the evolving field of Human Resources analytics and its vital role in modern HR management. Written by esteemed HR analytics experts, this book offers a valuable resource for HR professionals, data analysts, and business leaders seeking to harness the power of data-driven decision-making in the realm of HR. The book begins by establishing the foundations of HR analytics, explaining the importance of HR data, its sources, and the technology required to gather, store, and analyze it effectively. It guides readers through the process of designing an HR analytics strategy tailored to an organization’s unique needs and objectives. One of the book’s key strengths is its practical approach to HR analytics. It provides readers with a step-by-step guide on how to collect, clean, and interpret HR data, making it accessible to both beginners and experienced practitioners. The authors emphasize the significance of data quality and integrity, highlighting best practices for ensuring accurate and reliable HR analytics outcomes. “HR Analytics” covers a wide array of topics within the field, from talent acquisition and workforce planning to employee engagement and performance management. It explores how HR analytics can be applied to enhance recruitment strategies, identify high-potential talent, and optimize compensation and benefits packages to attract and retain top employees. The book also delves into the critical area of employee engagement and its impact on organizational success. It demonstrates how HR analytics can provide insights into employee sentiment, helping organizations improve workplace culture and morale. Furthermore, the book explores predictive analytics and its role in HR. It demonstrates how predictive models can forecast employee turnover, identify potential leadership candidates, and even anticipate workforce needs based on business trends.
Download or read book The Practical Guide to HR Analytics written by Shonna D. Waters and published by . This book was released on 2018 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The need for HR professionals to understand and apply data analytics is greater than ever. Today's successful HR professionals must ask insightful questions, understand key terms, and intelligently apply data, but may lack a clear understanding of the many forms, types, applications, interpretations, and capabilities of HR analytics. HR Analytics provides a practical approach to using data to solve real HR challenges in organizations and demystifies analytics with clear guidelines and recommendations for making the business case, starting an HR analytics function, avoiding common pitfalls, presenting data through visualization and storytelling, and much more.
Download or read book Data Driven HR written by Irma Doze and published by Irti Intelligence Publishing Amsterdam. This book was released on 2019-09-10 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many organizations wrestle with questions, even as they sit atop a treasure trove of valuable information collected by their HR information systems and other business software. This book, a best seller in the Netherlands (Dutch version), shows how you can answer those questions and how you can create value using HR metrics and HR analytics.
Download or read book Predictive Analytics for Human Resources written by Jac Fitz-enz and published by John Wiley & Sons. This book was released on 2014-07-28 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create and run a human resource analytics project with confidence For any human resource professional that wants to harness the power of analytics, this essential resource answers the questions: "Where do I start?" and "What tools are available?" Predictive Analytics for Human Resources is designed to answer these and other vital questions. The book explains the basics of every business—the vision, the brand, and the culture, and shows how predictive analytics supports them. The authors put the focus on the fundamentals of predictability and include a framework of logical questions to help set up an analytic program or project, then follow up by offering a clear explanation of statistical applications. Predictive Analytics for Human Resources is a how-to guide filled with practical and targeted advice. The book starts with the basic idea of engaging in predictive analytics and walks through case simulations showing statistical examples. In addition, this important resource addresses the topics of internal coaching, mentoring, and sponsoring and includes information on how to recruit a sponsor. In the book, you'll find: A comprehensive guide to developing and implementing a human resource analytics project Illustrative examples that show how to go to market, develop a leadership model, and link it to financial targets through causal modeling Explanations of the ten steps required in building an analytics function How to add value through analysis of systems such as staffing, training, and retention For anyone who wants to launch an analytics project or program for HR, this complete guide provides the information and instruction to get started the right way.
Download or read book The HR Scorecard written by Brian E. Becker and published by Harvard Business Press. This book was released on 2001-04-11 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Three experts in Human Resources introduce a measurement system that convincingly showcases how HR impacts business performance. Drawing from the authors' ongoing study of nearly 3,000 firms, this book describes a seven-step process for embedding HR systems within the firm's overall strategy--what the authors describe as an HR Scorecard--and measuring its activities in terms that line managers and CEOs will find compelling. Analyzing how each element of the HR system can be designed to enhance firm performance and maximize the overall quality of human capital, this important book heralds the emergence of HR as a strategic powerhouse in today's organizations.
Download or read book Human Resource Information Systems written by Michael J. Kavanagh and published by SAGE Publications. This book was released on 2017-07-07 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Resource Information Systems, edited by Michael J. Kavanagh and Richard D. Johnson, is a one-of-a-kind book that provides a thorough introduction to the field of Human Resource Information Systems (HRIS) and shows how organizations today can leverage HRIS to make better people decisions and manage talent more effectively. Unlike other texts that overwhelm students with technical information and jargon, this revised Fourth Edition offers a balanced approach in dealing with HR issues and IT/IS issues by drawing from experts in both areas. Numerous examples, best practices, discussion questions, and case studies make this the most student-friendly and current text on the market. New to This Edition A new chapter on social media explores how organizations can use social networks to recruit and select the best candidates. A new HRIS Expert feature spotlights real-world practitioners who share best practices and insights into how chapter concepts affect HR professions. New and expanded coverage of key trends such as information security, privacy, cloud computing, talent management software, and HR analytics is included.
Download or read book The New HR Analytics written by Jac FITZ-ENZ and published by AMACOM. This book was released on 2010-05-12 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using Fitz-enz’s proprietary analytic model, you will be equipped to measure and evaluate past and current returns and apply the information to make predictions about the future value of human capital investments. In his landmark book, The ROI of Human Capital, Jac Fitz-enz presented a system of powerful metrics for quantifying the contributions of individual employees to a company’s bottom line. Now, in The New HR Analytics, he reveals how human resources professionals can apply this expense-based knowledge to make the most strategic staffing decisions for their companies. You’ll learn how to: evaluate and prioritize the skills needed to sustain performance; build an agile workforce through flexible Capability Planning; determine how the organization can stimulate and reward behaviors that matter; apply a proven succession planning strategy that leverages employee engagement and drives top-line revenue growth; and recognize risks and formulate responses that avoid surprises. Brimming with real-world examples and input from thirty top HR practitioners and thought leaders as well as exclusive analytical tools, The New HR Analytics ushers in a new era in human resources and human capital management.
Download or read book Human Resource Information Systems Basics Applications and Future Directions written by Michael J. Kavanagh and published by SAGE. This book was released on 2011-07-14 with total page 649 pages. Available in PDF, EPUB and Kindle. Book excerpt: We used the first edition and it is the most thorough review of HR Technology on the market.
Download or read book The Oxford Handbook of Talent Management written by David G. Collings and published by Oxford University Press. This book was released on 2017 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Oxford Handbook of Talent Management offers academic researchers, advanced postgraduate students, and reflective practitioners a state-of-the-art overview of the key themes, topics, and debates in talent management. The Handbook is designed with a multi-disciplinary perspective in mind and draws upon perspectives from, inter alia, human resource management, psychology, and strategy to chart the topography of the area of talent management and to establish the base of knowledge in the field. Furthermore, each chapter concludes by identifying key gaps in our understanding of the area of focus. The Handbook is ambitious in its scope, with 28 chapters structured around five sections. These include the context of talent management, talent and performance, talent teams and networks, managing talent flows, and contemporary issues in talent management. Each chapter is written by a leading international scholar in the area and thus the volume represents the authoritative reference for anyone working in the area of talent management.
Download or read book Strategic Analytics written by Alec Levenson and published by Berrett-Koehler Publishers. This book was released on 2015-11-02 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how to use an integrated approach to bring business analytics and HR analytics together by presenting a thorough and realistic treatment of the reasons for and challenges of taking an integrated approach.
