Big Data In Organizations And The Role Of Human Resource Management PDF Download
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| Author | : Tobias M. Scholz |
| Publisher | : Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften |
| Total Pages | : 237 |
| Release | : 2017 |
| Genre | : Business & Economics |
| ISBN | : 9783631718902 |
Download Big Data in Organizations and the Role of Human Resource Management Book in PDF, ePub and Kindle
Big data are changing the way we work. This book conveys a theoretical understanding of big data and the related interactions on a socio-technological level as well as on the organizational level. Big data challenge the human resource department to take a new role. An organization's new competitive advantage is its employees augmented by big data.
| Author | : Bernard Marr |
| Publisher | : Kogan Page Publishers |
| Total Pages | : 265 |
| Release | : 2018-04-03 |
| Genre | : Business & Economics |
| ISBN | : 0749482478 |
Download Data-Driven HR Book in PDF, ePub and Kindle
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.
| Author | : Talya Bauer |
| Publisher | : SAGE Publications |
| Total Pages | : 534 |
| Release | : 2019-12-10 |
| Genre | : Business & Economics |
| ISBN | : 1544397267 |
Download Fundamentals of Human Resource Management Book in PDF, ePub and Kindle
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.
| Author | : Shivinder Nijjer |
| Publisher | : Taylor & Francis |
| Total Pages | : 237 |
| Release | : 2020-12-03 |
| Genre | : Business & Economics |
| ISBN | : 1000208079 |
Download Predictive Analytics in Human Resource Management Book in PDF, ePub and Kindle
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 | : Edward E. Lawler III |
| Publisher | : Stanford University Press |
| Total Pages | : 216 |
| Release | : 2015-06-24 |
| Genre | : Business & Economics |
| ISBN | : 0804794553 |
Download Global Trends in Human Resource Management Book in PDF, ePub and Kindle
Since 1995, USC's Center for Effective Organizations (CEO) has conducted the definitive longitudinal study of the human resource management function in organizations. By analyzing new data every three years since then, the Center has been able to consistently chart changes in how HR is organized and managed, while at the same time providing guidance on how professionals in the field can drive firm performance. Global Trends in Human Resource Management, the seventh report from CEO, provides the newest findings about what makes HR successful and how it can add value to organizations today. Edward E. Lawler III and John W. Boudreau conclude that HR is most powerful when it plays a strategic role, makes use of information technology, has tangible metrics and analytics, and integrates talent and business strategies. To adapt to the demands of a changing global marketplace, HR is increasingly required to span the boundaries between its function, the organization as a whole, and the dynamic environment within which it operates. This report tracks changes in a global sample of firms that shows how HR differs across Europe, the U.S., and Asia, providing an international benchmark against which to measure a company's practice and shows how HR can adapt in a rapidly changing landscape.
| Author | : Talya Bauer |
| Publisher | : SAGE Publications |
| Total Pages | : 837 |
| Release | : 2019-01-02 |
| Genre | : Business & Economics |
| ISBN | : 1506363105 |
Download Human Resource Management Book in PDF, ePub and Kindle
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.
| Author | : Umit Hacioglu |
| Publisher | : Springer Nature |
| Total Pages | : 649 |
| Release | : 2019-11-09 |
| Genre | : Business & Economics |
| ISBN | : 303029739X |
Download Digital Business Strategies in Blockchain Ecosystems Book in PDF, ePub and Kindle
This book analyzes the effects of the latest technological advances in blockchain and artificial intelligence (AI) on business operations and strategies. Adopting an interdisciplinary approach, the contributions examine new developments that change the rules of traditional management. The chapters focus mainly on blockchain technologies and digital business in the "Industry 4.0" context, covering such topics as accounting, digitalization and use of AI in business operations and cybercrime. Intended for academics, blockchain experts, students and practitioners, the book helps business strategists design a path for future opportunities.
| Author | : Jean Paul Isson |
| Publisher | : John Wiley & Sons |
| Total Pages | : 420 |
| Release | : 2016-04-25 |
| Genre | : Business & Economics |
| ISBN | : 1119050782 |
Download People Analytics in the Era of Big Data Book in PDF, ePub and Kindle
Apply predictive analytics throughout all stages of workforce management People Analytics in the Era of Big Data provides a blueprint for leveraging your talent pool through the use of data analytics. Written by the Global Vice President of Business Intelligence and Predictive Analytics at Monster Worldwide, this book is packed full of actionable insights to help you source, recruit, acquire, engage, retain, promote, and manage the exceptional talent your organization needs. With a unique approach that applies analytics to every stage of the hiring process and the entire workforce planning and management cycle, this informative guide provides the key perspective that brings analytics into HR in a truly useful way. You're already inundated with disparate employee data, so why not mine that data for insights that add value to your organization and strengthen your workforce? This book presents a practical framework for real-world talent analytics, backed by groundbreaking examples of workforce analytics in action across the U.S., Canada, Europe, Asia, and Australia. Leverage predictive analytics throughout the hiring process Utilize analytics techniques for more effective workforce management Learn how people analytics benefits organizations of all sizes in various industries Integrate analytics into HR practices seamlessly and thoroughly Corporate executives need fact-based insights into what will happen with their talent. Who should you hire? Who should you promote? Who are the top or bottom performers, and why? Who is at risk to quit, and why? Analytics can provide these answers, and give you insights based on quantifiable data instead of gut feeling and subjective assessment. People Analytics in the Era of Big Data is the essential guide to optimizing your workforce with the tools already at your disposal.
| Author | : Christopher M. Rosett |
| Publisher | : Springer Nature |
| Total Pages | : 266 |
| Release | : 2021-06-14 |
| Genre | : Psychology |
| ISBN | : 3030676269 |
Download Introducing HR Analytics with Machine Learning Book in PDF, ePub and Kindle
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.
| Author | : Edward E. Lawler III |
| Publisher | : Stanford University Press |
| Total Pages | : 363 |
| Release | : 2018-04-24 |
| Genre | : Business & Economics |
| ISBN | : 1503605582 |
Download Human Resource Excellence Book in PDF, ePub and Kindle
As a field, human resources has been slow to evolve, despite a great need and opportunity for change. Human Resource Excellence delivers the newest findings about what makes HR successful and how it can add value to today's organizations. Tracing changes in a global sample of firms across the US, Europe, and Asia, this landmark volume provides an international benchmark against which to measure a company's HR practice. For over twenty years, USC's Center for Effective Organizations has conducted the definitive longitudinal study of the human resource management function. Analyzing new data every three years, the Center charts changes in HR and offers guidance on how human resource professionals can drive firm performance. In this latest survey, Edward E. Lawler III and John W. Boudreau conclude that HR is most powerful when it plays a strategic role, makes use of information technology, and has tangible metrics and analytics. Their insights offer an essential understanding of HR's changing role in strategy, big data, social and knowledge networks, and the gig economy.
