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Human Resources Analytics for Business Managers by Kankana Mukhopadhyay Pdf
The book takes a step-by-step approach to unfold the role of human resource analytics in human resource management (HRM) operative functions. The data-driven approach of the book helps the readers to relate human resource (HR) measures, predictions and prescriptions to HR issues such as controlling attrition, reducing HR cost, and improving workforce performance, among others. The outcomes of HR measures are further explored with visualization tools like Tableau and Power BI, revealing hidden patterns and interrelationships among variables. The book also covers the applications of machine learning tools in HR issues with relevant examples to derive critical and valuable insights to support HR strategies. Overall, this book demonstrates the usefulness of HR analytics in business managers’ ability to make data-driven workforce decisions.
Human Capital Analytics by Gene Pease,Boyce Byerly,Jac Fitz-enz Pdf
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.
HR ANALYTICS by GUPTA, DEEPA,GUPTA, MUKUL,GUPTA, PARTH MUKUL Pdf
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
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.
HR Analytics in an Era of Rapid Automation by Yadav, Radha,Sinha, Mudita,Kureethara, Joseph Varghese Pdf
Human Resources (HR) departments often have significant data sets related to employees and positions within their organizations, but optimizing use of this data can present challenges. As the business world rapidly transforms due to technological advancements, experts within the HR domain must learn to effectively use data to improve workforce performance and assist with strategic decisions. A comprehensive understanding of HR analytics and its multiple levels, ranging from descriptive to perspective, can emphasize how the data can support, track, and monitor employee performance, culture, turnover rate, and absenteeism. HR Analytics in an Era of Rapid Automation is a valuable guide for academics, researchers, and practitioners interested in the latest developments in HR analytics. It covers relevant theories and conceptual models based on quantitative and qualitative findings and emphasizes the importance of utilizing HR analytics for sustainable decision making. With a focus on recruitment analytics, talent acquisition, employee performance analytics, and more, this book provides practical solutions to the challenges facing HR professionals in the rapidly changing business world. By highlighting the value of people and HR analytics for business success, this book offers several solutions for the analysis of challenges facing HR professionals today.
Predictive HR Analytics by Dr Martin R. Edwards,Kirsten Edwards Pdf
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.
Predictive Analytics in Human Resource Management by Shivinder Nijjer,Sahil Raj Pdf
This volume is a step-by-step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organisational impact, to aid in strategising and better decision-making. The book: Presents key concepts and expands on the need and role of HR analytics in business management. Utilises popular analytical tools like artificial neural networks (ANNs) and K-nearest neighbour (KNN) to provide practical demonstrations through R scripts for predicting turnover and applicant screening. Discusses real-world corporate examples and employee data collected first-hand by the authors. Includes individual chapter exercises and case studies for students and teachers. Comprehensive and accessible, this guide will be useful for students, teachers, and researchers of data analytics, Big Data, human resource management, statistics, and economics. It will also be of interest to readers interested in learning more about statistics or programming.
Author : Dr. M.H.N. Badhusha Publisher : Academic Guru Publishing House Page : 212 pages File Size : 50,6 Mb Release : 2023-10-10 Category : Study Aids ISBN : 9788119832231
“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.
Strategic Human Resource Management: A Balanced Approach by Paul Boselie,Beatrice van der Heijden Pdf
The highly anticipated third edition of Strategic Human Resource Management offers a fresh perspective on SHRM. Bringing together a wealth of expertise in HRM, Work and Organizational Psychology and Organizational Behaviour, the authors provide a balanced approach to structuring and solving real-life HR issues in organizations. This new edition aligns Human Resource practices with both the internal and external organizational context and takes a critical perspective on economics, sustainability, psychology, sociology, and industrial relations. Its unique multi-level approach includes the individual employee, teams, business units, organizations, sectors, and countries to build a more balanced people management value chain. New additions: • New chapter on Career Development • New Activity Boxes to encourage practical application of theory • New case studies throughout, including Google, easyJet and Ikea • Major revisions to chapters to highlight sustainable career development, employability, digitalization, and diversity • Major update of the scientific literature references Key Features: • Cases and Discussion Questions provide real-world scenarios and issues to illustrate contemporary HR issues in practice • Stop and Reflect Boxes throughout each chapter are designed to encourage students to critically evaluate topics and issues raised and how they can be applied to real-life situations • Personal Development Boxes help students think about how to link theoretical concepts with the development of personal skills appropriate to effective HRM • Experiential Exercises present ‘Individual’ and ‘Team’ tasks that can be used as in-class exercises encouraging students to learn from direct experiences Paul Boselie is Professor in Public Administration & Organization Science at Utrecht University, the Netherlands. His research traverses human resource management, institutionalism, strategic management and industrial relations. Beatrice van der Heijden is Professor in Strategic Human Resource Management at Radboud University, the Netherlands, and Head of the SHRM Department. Her research and teaching are focused on strategic human resource management, sustainable careers, employability, and aging at work.
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.
Human Resource Information Systems by Richard D. Johnson,Kevin D. Carlson,Michael J. Kavanagh Pdf
Human Resource Information Systems: Basics, Applications, and Future Directions 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 Fifth Edition offers a balanced approach in dealing with HR issues and IT/IS issues by drawing from experts in both areas. It includes the latest research and developments in the areas of HRIS justification strategies, HR technology, big data, and artificial intelligence. Numerous examples, best practices, discussion questions, and case studies, make this book the most student-friendly and current text on the market. Included with this title: The password-protected Instructor Resource Site (formally known as SAGE Edge) offers access to all text-specific resources, including a test bank and editable, chapter-specific PowerPoint® slides.
The Praeger Handbook of Human Resource Management by Pamela Dixon,Jerry W. Gilley,Ann Gilley,Scott A. Quatro Pdf
The two-volume Praeger Handbook of Human Resource Management is an indispensable resource for anyone with a question relating to workplace practice or policy. Volume One contains information organized by HR task or topic: Recruitment and selection, employee development, performance management, compensation and benefits administration, and employment law. Volume Two covers organizational issues like leadership and HR strategy, organizational development, change management, and general HR issues and workplace policy. Written by experts of all stripes, including HR professors, HR consultants, and practicing HR managers, this is the one-stop, preeminent source for all things HR. Anyone with personnel duties—whether VP for Human Resources or office manager—will find actionable answers to all their questions quickly. Personnel management is a critical business function. Make a mistake in, say, firing an employee, and soon you may find yourself on the phone with a lawyer. This handbook will help readers avoid personnel potholes and snares. Volume one of this set tells—among dozens of other topics—how to hire well, train employees, evaluate and develop workers, fire legally, set compensation, and abide by federal and state employment laws. Volume two rises above the trees for a look at the forest: leadership development, succession planning, managing change and conflict, creating emergency response plans, managing teams, forecasting employment trends, measuring results, and acquiring HR credentials. In addition, volume two will help companies develop workplace policies on everything from suitable dress to disciplinary procedures to work life balance. Entries in each category are short and to the point-from 500 to 1,000 words. Sprinkled throughout are longer, overview/theory pieces on subjects like performance management, selection, training, and HR Strategy. And the set will contain an extensive bibliography, resource section, and checklists on topics like hiring, safety, termination, training, and more. The Best Places to Work for are also the most profitable and the most fun. This handbook helps lay the foundation for building a rewarding, inspiring, and productive workplace, where people come to work each day with smiles on their faces.
