Hr Analytics In Practice
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Hr Analytics Essentials You Always Wanted To Know
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Author : Vibrant Publishers
language : en
Publisher: Vibrant Publishers
Release Date : 2021-04-06
Hr Analytics Essentials You Always Wanted To Know written by Vibrant Publishers and has been published by Vibrant Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-06 with Business & Economics categories.
After reading this book, you will be able to: ● Define what HR Analytics can do for an organization ● Determine the best HR analytics role for you ● Assess the readiness of your organization for undergoing a study using HR analytics ● Apply HR Analytics in various HR disciplines, including recruiting and staffing, labor negotiations, incentives, and training ● Use Excel to efficiently manage data for your HR analytics Have you ever wondered if there is a science behind the people decisions businesses make? If you have ever been curious about the methods employed by human resources professionals, then HR Analytics Essentials You Always Wanted to Know is the resource guide you need! Part overview of the field, part handbook for getting started in HR Analytics yourself, HR Analytics Essentials You Always Wanted to Know walks readers through the many benefits of using analytics to make better people decisions. HR Analytics requires more than just strong gut instincts and a talent for talking with people. As this guide shows, HR Analytics is both an art and a science that can help your organization make informed decisions that benefit all stakeholders, including employees. Through a blend of theory and practice, you will learn how to think like an HR Analytics professional and apply your expertise in real-world scenarios. With case studies and online tutorials, including a step-by-step guide for using Excel to efficiently work with your data, HR Analytics Essentials You Always Wanted to Know will be the handbook you need to help steer your organization to success. About the Author Dr. Michael Walsh is an industrial and organizational psychologist with over 15 years of human resources and people analytics experience. Michael currently leads Global Talent Management and Organizational Effectiveness for Eaton Corporation’s Vehicle Group. He also teaches a Human Resources Analytics course for master’s level students at the University of Illinois and Wayne State University. Previously, Michael’s passion for People Analytics landed him at Bloomberg and Fiat Chrysler Automobiles where he started and led the Global People Strategy and Analytics and People Analytics and Insights functions, respectively. Michael began his professional career as a client facing consultant for Mercer’s Human Capital practice focused on HR Strategy, Organizational Design/Development and Human Capital Analytics. Michael worked for Mercer in Chicago, Dubai and New York. His master’s degree is in Human Resources and Industrial Relations from the University of Illinois and his PhD is in Industrial and Organizational Psychology. About Vibrant Publishers Vibrant Publishers is focused on presenting the best texts for learning about technology and business as well as books for test preparation. Categories include programming, operating systems and other texts focused on IT. In addition, a series of books helps professionals in their own disciplines learn the business skills needed in their professional growth. Vibrant Publishers has a standardized test preparation series covering the GMAT, GRE and SAT, providing ample study and practice material in a simple and well organized format, helping students get closer to their dream universities.
Hr Analytics In Practice
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Author : Rania Elanwer
language : en
Publisher:
Release Date : 2021
Hr Analytics In Practice written by Rania Elanwer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
Integrating analytics in the workforce development field is becoming a mandate, and the human resource (HR) analytics approach is a promising technique that allows forming evidence-based decisions and reduce risk associated with investments decisions. Although scholars and practitioners are continuously mandating analytics as a must have capabilities for HR professionals, the workforce development related literature is significantly falling behind in guiding HR professionals to advance their capabilities in using analytics. Most of the related studies focused on promoting analytics and there has been no reports of efforts about the process of putting analytics into practice. This study focuses on putting HR analytics into practice by connecting the HR analytics approach to machine learning, as one of the most advanced analytical approaches, to solve a real business problem. This study focuses on providing a demonstration to the process of developing a machine learning project to solve a real business problem. Specifically, the study uses the CRISP-DM (Cross Industry Standard Process for Data Mining) model to guide the process of building various machine learning models to predict employee absenteeism. Using the CRISP model, the process is organized in six steps: business understanding, data understanding, data preparation, modeling, evaluation, and deployment. The study provides a demonstration to all the steps in order to build a machine learning project that focuses on understanding the business problem, form the appropriate machine learning problem, collect data that is related to the machine learning objectives, prepare the data for the analysis, build and evaluate the predictive model, and finally explain the machine learning model's predictions in order to build trust with the model's results.
Hr Analytics And Digital Hr Practices
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Author : Subhra R Mondal
language : en
Publisher: Springer Nature
Release Date : 2021-12-13
Hr Analytics And Digital Hr Practices written by Subhra R Mondal and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-13 with Business & Economics categories.
This book discusses the effect of global pandemic, Covid-19, on human resource and draws strategies with new job designing tools and techniques. It provides insights on how to develop new strategies for HR professionals in corporates and academicians. This book explores the implication of descriptive, predictive and prescriptive HR analytics practices for different functional domains and in different countries during COVID-19. It brings new dimensions of study in HR analytics which are sure to change after COVID-19 as it has affected the way people are going to work.
Hr Analytics
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Author : Tracey Smith
language : en
Publisher: Numerical Insights LLC
Release Date : 2013-10-22
Hr Analytics written by Tracey Smith and has been published by Numerical Insights LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-10-22 with Business & Economics categories.
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.
The New Hr Analytics
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Author : Jac FITZ-ENZ
language : en
Publisher: AMACOM
Release Date : 2010-05-12
The New Hr Analytics written by Jac FITZ-ENZ and has been published by AMACOM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-12 with Business & Economics categories.
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.
Hr Analytics In Depth
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Author : Subhashini Sharma Tripathi
language : en
Publisher: BPB Publications
Release Date : 2022-05-25
Hr Analytics In Depth written by Subhashini Sharma Tripathi and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-25 with Business & Economics categories.
A must-have book for HR professional to explore Excel based analytics KEY FEATURES ● Manage people effectively by exploring performance metrics, attrition and retention strategies. ● HR Analytics explained in an easy to follow and crisp methodology for HR aspirants. ● Practical examples and solutions with frameworks. ● Mark out career growth for resources with learning & development mapping. ● Learn various hiring strategies to onboard the right people. ● Case studies explored with sample datasets and access for real-time practice. DESCRIPTION This book is a start to end guide on all HR processes right from hiring to attrition of the resource. Each chapter is designed with easy to follow explanations and real life scenarios to help HR professionals get an in-depth understanding of HR analytics. You will start with various hiring strategies and identifying the right resource to onboard for your organization. You will then move on to exploring different learning and development plans to enrich the skillset of the resources and chalk out a career plan for them. Different employee engagement strategies are discussed to ensure the employees are active and do not burn out which may result in brain drain. Performance metrics, which is a key part of employee management, is dealt with in detail to give you more insights into effectively managing and motivating good performers alongside devising improvement plans for the average performers. Compensation, payroll related topics are then explored and the book finally takes you through the final stage, attrition and retention strategies. The book is an HR Analytics treatise combining 07 chapters and each chapter of this book is dedicated to key people practice problems – starting from hiring and ending with attrition. The chapters are linked as a flow of events in the life of an employee where each practice is interlinked to the forthcoming one along with the previous. A common thread is the competency-linked approach to understand the interlinkages between each practice, its numbers and its further effects elsewhere using analytics. WHAT YOU WILL LEARN ● Mastering Hiring Analytics. ● Explore Learning and Development strategies and analytics. ● Keep your employee engaged with different Employee Engagement techniques and analytics. ● Best practices on managing Employee Performance. ● Compensation and Payroll Analytics with case studies. ● Attrition Analytics and Retention strategies to engage with top talent. WHO THIS BOOK IS FOR This book is aimed at HR practitioners and analysts or anyone who aims to make a career in Human Resources. Prior knowledge of HR or organization behavior would be helpful but not mandatory. TABLE OF CONTENTS 1. Factors to Measure in HR Analytics 2. Hiring 3. Learning & Development 4. Employee Engagement 5. Performance Metrics 6. Compensation & HR Analytics 7. Attrition and Retention
Fundamentals Of Human Resource Management
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Author : Talya Bauer
language : en
Publisher: SAGE Publications
Release Date : 2019-12-10
Fundamentals Of Human Resource Management written by Talya Bauer and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-10 with Business & Economics categories.
Fundamentals of Human Resource Management: People, Data, and Analytics provides a current, succinct, and interesting introduction to the world of HRM with a special emphasis on how data can help managers make better decisions about the people in their organizations. Authors Talya Bauer, Berrin Erdogan, David Caughlin, and Donald Truxillo use cutting-edge case studies and contemporary examples to illustrate key concepts and trends. A variety of exercises give students hands-on opportunities to practice their problem-solving, ethical decision-making, and data literacy skills. Non-HR majors and HR majors alike will learn best practices for managing talent in today’s ever-evolving workplace.
Human Resource Management
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Author : Talya Bauer
language : en
Publisher: SAGE Publications
Release Date : 2019-01-02
Human Resource Management written by Talya Bauer and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-02 with Business & Economics categories.
Winner of the 2020 Most Promising New Textbook Award from the Textbook & Academic Authors Association (TAA) Human resources is rapidly evolving into a data-rich field but with big data comes big decisions. The best companies understand how to use data to make strategic workforce decisions and gain significant competitive advantage. Human Resource Management: People, Data, and Analytics introduces students to the fundamentals of talent management with integrated coverage of data analytics. Features tied to SHRM competencies and data exercises give students hands-on opportunities to practice the analytical and decision-making skills they need to excel in today’s job market. Engaging examples illustrate key HRM concepts and theories, which brings many traditional HRM topics to life. Whether your students are future managers or future HR professionals, they will learn best practices for managing talent in the changing workplace. A Complete Teaching & Learning Package SAGE Premium Video Included in the Interactive eBook! SAGE Premium Video tools and resources boost comprehension and bolster analysis. Videos featured include Inside HR interviews where students can hear how real companies are using HR to gain competitive advantage, as well as SHRM and TedTalk videos. Interactive eBook Includes access to SAGE Premium Video, multimedia tools, and much more! Save when you bundle the interactive eBook with the print version. Order using bundle ISBN: 978-1-5443-6572-5. SAGE coursepacks FREE! Easily import our quality instructor and student resource content into your school’s learning management system (LMS) and save time. SAGE edge FREE online resources for students that make learning easier.
Introducing Hr Analytics With Machine Learning
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Author : Christopher M. Rosett
language : en
Publisher: Springer Nature
Release Date : 2021-06-14
Introducing Hr Analytics With Machine Learning written by Christopher M. Rosett and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-14 with Psychology categories.
This book directly addresses the explosion of literature about leveraging analytics with employee data and how organizational psychologists and practitioners can harness new information to help guide positive change in the workplace. In order for today’s organizational psychologists to successfully work with their partners they must go beyond behavioral science into the realms of computing and business acumen. Similarly, today’s data scientists must appreciate the unique aspects of behavioral data and the special circumstances which surround HR data and HR systems. Finally, traditional HR professionals must become familiar with research methods, statistics, and data systems in order to collaborate with these new specialized partners and teams. Despite the increasing importance of this diversity of skill, many organizations are still unprepared to build teams with the comprehensive skills necessary to have high performing HR Analytics functions. And importantly, all these considerations are magnified by the introduction and acceleration of machine learning in HR. This book will serve as an introduction to these areas and provide guidance on building the connectivity across domains required to establish well-rounded skills for individuals and best practices for organizations when beginning to apply advanced analytics to workforce data. It will also introduce machine learning and where it fits within the larger HR Analytics framework by explaining many of its basic tenets and methodologies. By the end of the book, readers will understand the skills required to do advanced HR analytics well, as well as how to begin designing and applying machine learning within a larger human capital strategy.
Hr Analytics
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Author : Prerna Tambay
language : en
Publisher: Kogan Page
Release Date : 2023-11-28
Hr Analytics written by Prerna Tambay and has been published by Kogan Page this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-28 with Business & Economics categories.
Understand the theory and practice of collecting, analysing and reporting people data with this dedicated textbook.
