Predictive HR Analytics

Predictive HR Analytics PDF Book Detail Author: Martin Edwards
Publisher: Kogan Page
ISBN: 9780749484446
Category : Business & Economics
Languages : en
Pages : 536

Book Description
Confidently use predictive analytic and statistical techniques to identify key relationships and trends in HR-related data to aid strategic organizational decision-making.

Predictive HR Analytics

Predictive HR Analytics PDF Book Detail Author: Dr Martin R. Edwards
Publisher: Kogan Page Publishers
ISBN: 0749484454
Category : Business & Economics
Languages : en
Pages : 536

Book Description
HR metrics and organizational people-related data are an invaluable source of information from which to identify key trends and patterns in order to make effective business decisions. HR practitioners often, however, lack the statistical and analytical know-how to fully harness their potential. Predictive HR Analytics provides a clear, accessible framework with which to understand and work with people analytics and advanced statistical techniques. Step-by-step and by using worked examples, this book shows readers how to carry out and interpret analyses of various forms of HR data, such as employee engagement, performance and turnover, using the statistical packages SPSS (with R syntax provided), and, importantly, how to use the results to enable practitioners to develop effective evidence-based HR strategies. This second edition of Predictive HR Analytics has been updated to include new material on machine learning, biased algorithms, data protection and GDPR considerations, a new example using Kaplan Meier Survival analyses for tenure/turnover modelling and updated screenshots and examples with SPSS version 25. It is supported by a new appendix showing main R coding for the focal analyses approaches in the book, and online resources consisting of SPSS and Excel data sets and R syntax with worked case study examples.

Predictive HR Analytics

Predictive HR Analytics PDF Book Detail Author: Kirsten Edwards
Publisher: Kogan Page Publishers
ISBN: 0749473924
Category : Business & Economics
Languages : en
Pages : 472

Book Description
Where other functions of an organization deal in profits, sales growth, forecasts and strategic planning, the HR function is responsible for employee well-being, engagement and motivation. Such concerns do not immediately conjure up images of analytical know-how, despite the fact that in reality the management of such things often requires a lot of measurement and technical skill. Predictive HR Analytics provides a clear, accessible framework with which to understand and work with HR analytics at an advanced level, taking HR professionals through examples of particular predictive models so they can develop effective HR strategies based on evidence. Predictive HR Analytics will show step-by-step, using simple terms, how to carry out analysis (using the statistical package SPSS) and interpret the results, helping to communicate the potential of HR analytics and get the most out of the HR function, whether carrying out the analysis or briefing external consultants. The book will help deliver a credible and reliable service to businesses by providing metrics on which executives will be able to make sound business decisions. Online supporting resources include data sets for using alongside the book.

Human Resource Management at Work

Human Resource Management at Work PDF Book Detail Author: Mick Marchington
Publisher: Kogan Page Publishers
ISBN: 178966487X
Category : Business & Economics
Languages : en
Pages :

Book Description
A leading textbook in its field, Human Resource Management at Work is a comprehensive guide to the theory and practice of HRM. Divided into four key parts, the first part of the book covers HRM strategy and the global context, the forces shaping HRM at work and international and comparative HRM. Part Two discusses the role of HR professionals and line managers in the workplace, and how the responsibilities for delivering effective HR vary in a changing world of work, Part Three has expert coverage of the key areas of HR including resourcing and talent management, learning and development (L&D), reward and employment relations. The final part examines the impact that HRM can have on business performance and also outlines the key knowledge and skills required to carry out a business research project. Fully updated through, this seventh edition now has new coverage of diversity and inclusion (D&I), workplace analytics, ethics, wellbeing and precarious work as well as additional coverage of the alignment of HRM with organisational strategy and the integration of different components of HRM. Human Resource Management at Work includes new global case studies, reflective practice activities to encourage critical thinking, exercises to help the consolidation of learning and 'explore further' boxes to encourage wider reading. Aligned to the CIPD Level 7 qualification yet also relevant on non-CIPD accredited HR masters courses, this book covers everything students need to excel in their academic studies and will ensure that they can hit the ground running in a practitioner role after university. Online supporting resources include an instructor's manual and lecture slides.

Human Resource Management in Hospitality Cases

Human Resource Management in Hospitality Cases PDF Book Detail Author: Peter Szende
Publisher: Routledge
ISBN: 1351233297
Category : Business & Economics
Languages : en
Pages : 280

Book Description
Human Resource Management in Hospitality Cases adopts a practical case-based approach to develop critical thinking and problem-solving skills in future hospitality managers. Using tried-and-tested real-life scenarios, this book thoroughly prepares hospitality students for a career in the field. Chapters are comprised of 75 short vignettes, split into nine sections that reflect and cover the primary challenges facing hospitality managers on a daily basis, including leadership credibility, building and managing employee performance, managing a diverse workforce, dealing with problem behaviors, and many others, all contextualised within the hospitality industry. With a main "think point" and series of questions for each case, the book is a highly insightful and engaging read. Suggested answers and solutions to the questions can be found within the extensive online resources that complement the book. Each section is also contextualized and theorized with an additional reading section, organized by key concept. This book will be essential for all students of hospitality and an invaluable resource for current practitioners in the field as well.

e HRM

e HRM PDF Book Detail Author: Mohan Thite
Publisher: Routledge
ISBN: 1351698729
Category : Business & Economics
Languages : en
Pages : 292

Book Description
As with other parts of business, technology is having a profound effect on the world of work and management of human resources. Technology is a key enabler for faster, cheaper and better delivery of HR services and in some cases can have a transformational as well as unintended negative effect. Designed for the digital era, e-HRM is one of the first textbooks on these developments. It incorporates the most current and important HR technology related topics in four distinct parts under one umbrella, written by leading scholars and practitioners drawn from across the world. All the chapters have a uniform structure and pay equal attention to theory and practice with an applied focus. Learning resources of the book include chapter-wide learning objectives, case studies, debates on related burning issues, and the companion website includes lecture slides and a question bank.

Statistical Tools and Analysis in Human Resources Management

Statistical Tools and Analysis in Human Resources Management PDF Book Detail Author: Bhattacharyya, Dipak Kumar
Publisher: IGI Global
ISBN: 152254948X
Category : Business & Economics
Languages : en
Pages : 295

Book Description
Recently, the use of statistical tools, methodologies, and models in human resource management (HRM) has increased because of human resources (HR) analytics and predictive HR decision making. To utilize these technological tools, HR managers and students must increase their knowledge of the resources’ optimum application. Statistical Tools and Analysis in Human Resources Management is a critical scholarly resource that presents in-depth details on the application of statistics in every sphere of HR functions for optimal decision-making and analytical solutions. Featuring coverage on a broad range of topics such as leadership, industrial relations, training and development, and diversity management, this book is geared towards managers, professionals, upper-level students, administrators, and researchers seeking current information on the integration of HRM technologies.

The HRD Almanac

The HRD Almanac PDF Book Detail Author: Dr Vidhya Srinivasan
Publisher: Notion Press
ISBN: 1946515353
Category : Business & Economics
Languages : en
Pages : 426

Book Description
The thinking on Human Resource Development (HRD) practices has been evidenced for the last one and a half decades. However the pace and volume of change has forced HR managers to meet complex challenges like globalization, a diverse workforce and informed expectations for training learning and development. Both organizations and employees benefit from HRD interventions because an organization’s success critically depends on the levels of employee skills and motivation. The HRD Almanac looks at 4 broad focus areas of HR practices, that are Strategy centric, Organizational alignment related, Employee Empowerment focused, and the Learning Training and Development angle. The author weaves together 25 detailed chapters spanning the gamut of the HRD function. The writing is aligned on a uniform pattern providing answers to the What, consisting of Definitions and Descriptions of the theme, Why, Consisting of Concept Clarifications, Where, the role of the Human Resources department and How, an authentication of data obtained through a pilot study on HR practitioners across industry sectors. The HRD Almanac is a factual compendium of literature, concepts, organizational experiences, and perceptions on some of the most important HRD efforts and will serve as an appropriate and excellent handbook for young and potential HR functionaries.

Armstrong s Handbook of Human Resource Management Practice

Armstrong s Handbook of Human Resource Management Practice PDF Book Detail Author: Michael Armstrong
Publisher: Kogan Page Publishers
ISBN: 0749498285
Category : Business & Economics
Languages : en
Pages : 800

Book Description
Armstrong's Handbook of Human Resource Management Practice is the bestselling and definitive resource for HRM students and professionals, which helps readers to understand and implement HR in relation to the needs of the business. It covers in-depth all of the areas essential to the HR function such as employment law, employee relations, learning and development, performance management and reward, as well as the HR skills needed to ensure professional success, including leadership, managing conflict, interviewing and using statistics. Illustrated throughout in full colour and with a range of pedagogical features to consolidate learning (e.g. source review boxes, key learning points, summaries and case studies from international organizations such as IBM, HSBC and Johnson and Johnson), this fully updated 15th edition includes new chapters on the HRM role of line managers, evidence-based HRM, e-HRM and the gender pay gap, further case studies and updated content covering the latest research and developments. Armstrong's Handbook of Human Resource Management Practice is aligned with the Chartered Institute of Personnel and Development (CIPD) profession map and standards and is suited to both professionals and students of both undergraduate degrees and the CIPD's level 5 and 7 professional qualifications. Online supporting resources include comprehensive handbooks for lecturers and students, lecture slides, all figures and tables, toolkits, and a literature review, glossary and bibliography.

Artificial Intelligence for HR

Artificial Intelligence for HR PDF Book Detail Author: Ben Eubanks
Publisher: Kogan Page Publishers
ISBN: 1398604011
Category : Business & Economics
Languages : en
Pages : 272

Book Description
Artificial intelligence is changing the world of work. How can HR professionals understand the variety of opportunities AI has created for the HR function and how best to implement these in their organization? This book provides the answers. From using natural language processing to ensure job adverts are free from bias and gendered language to implementing chatbots to enhance the employee experience, artificial intelligence can add value throughout the work of HR professionals. Artificial Intelligence for HR demonstrates how to leverage this potential and use AI to improve efficiency and develop a talented and productive workforce. Outlining the current technology landscape as well as the latest AI developments, this book ensures that HR professionals fully understand what AI is and what it means for HR in practice. Alongside coverage of employee engagement and recruitment, this second edition features new material on applications of AI for virtual work, reskilling and data integrity. Packed with practical advice, research and new and updated case studies from global organizations including Uber, IBM and Unilever, the second edition of Artificial Intelligence for HR will equip HR professionals with the knowledge they need to improve people operational efficiencies, and allow AI solutions to become enhancements for driving business success.

Strategic Human Resource Development in Practice

Strategic Human Resource Development in Practice PDF Book Detail Author: Lyle Yorks
Publisher: Springer Nature
ISBN: 3030957756
Category : Business & Economics
Languages : en
Pages : 210

Book Description
This book examines human resource development (HRD) strategy as a learning process, connecting learning and adult development with organizational development and change, and talent development, with a particular focus on the use of artificial intelligence (AI). It provides professionals and practitioners as well as students with processes and tools that will help them meet the needs of employees and the organization. It takes a scholar-practitioner perspective connecting theory with practice. HRD has evolved into a mature field of scholarship in recent decades. At the same time, practices of learning and development in organizations continues to evolve dramatically. At the individual, developmental, and organizational levels, workers, managers, and executives have to be continually learning from current and emerging trends in order to strategically reposition themselves for performance and future possibilities. This includes developing the competencies to navigate the complexities of a world in which people are interacting with ‘smart’ digital technologies that are broadly grouped together under the umbrella term artificial intelligence (AI). Featuring specific strategic learning methods and case studies from senior HRD professionals, this book is a valuable resource for managers, practitioners, students, scholars and others interested in strategic HRD practice.

A Z of Digital Research Methods

A Z of Digital Research Methods PDF Book Detail Author: Catherine Dawson
Publisher: Routledge
ISBN: 1351044656
Category : Social Science
Languages : en
Pages : 414

Book Description
This accessible, alphabetical guide provides concise insights into a variety of digital research methods, incorporating introductory knowledge with practical application and further research implications. A-Z of Digital Research Methods provides a pathway through the often-confusing digital research landscape, while also addressing theoretical, ethical and legal issues that may accompany each methodology. Dawson outlines 60 chapters on a wide range of qualitative and quantitative digital research methods, including textual, numerical, geographical and audio-visual methods. This book includes reflection questions, useful resources and key texts to encourage readers to fully engage with the methods and build a competent understanding of the benefits, disadvantages and appropriate usages of each method. A-Z of Digital Research Methods is the perfect introduction for any student or researcher interested in digital research methods for social and computer sciences.

The Oxford Handbook of Talent Management

The Oxford Handbook of Talent Management PDF Book Detail Author: David G. Collings
Publisher: Oxford University Press
ISBN: 0198758278
Category : Business & Economics
Languages : en
Pages : 575

Book Description
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.

Excellence in People Analytics

Excellence in People Analytics PDF Book Detail Author: Jonathan Ferrar
Publisher: Kogan Page Publishers
ISBN: 0749498307
Category : Business & Economics
Languages : en
Pages : 384

Book Description
Effectively and ethically leveraging people data to deliver real business value is what sets the best HR leaders and teams apart. Excellence in People Analytics provides business and human resources leaders with everything they need to know about creating value from people analytics. Written by two leading experts in the field, this practical guide outlines how to create sustainable business value with people analytics and develop a data-driven culture in HR. Most importantly, it allows HR professionals and business executives to translate their data into tangible actions to improve business performance. while navigating the rapidly evolving world of work. Full of practical tools and advice assembled around the Insight222 Nine Dimensions in People Analytics® model, this book demonstrates how to use people data to increase profits, improve staff retention and workplace productivity as well as develop individual employee experience. Featuring case studies from leading companies including Microsoft, HSBC, Syngenta, Capital One, Novartis, Bosch, Uber, Santander Brasil and American Eagle Outfitters®, Excellence in People Analytics is essential reading for all HR professionals needing to unlock the potential in their people data and gain competitive advantage

Industry 4 0 Technologies for Business Excellence

Industry 4 0 Technologies for Business Excellence PDF Book Detail Author: Shivani Bali
Publisher: CRC Press
ISBN: 1000519198
Category : Business & Economics
Languages : en
Pages : 288

Book Description
This book captures deploying Industry 4.0 technologies for business excellence and moving towards Society 5.0. It addresses applications of Industry 4.0 in the areas of marketing, operations, supply chain, finance, and HR to achieve business excellence. Industry 4.0 Technologies for Business Excellence: Frameworks, Practices, and Applications focuses on the use of AI in management across different sectors. It explores the benefits through a human-centered approach to resolving social problems by integrating cyberspace and physical space. It discusses the framework for moving towards Society 5.0 and keeping a balance between economic and social gains. This book brings together researchers, developers, practitioners, and users interested in exploring new ideas, techniques, and tools and exchanging their experiences to provide the most recent information on Industry 4.0 applications in the field of business excellence. Graduate or postgraduate students, professionals, and researchers in the fields of operations management, manufacturing, healthcare, supply chain, marketing, finance, and HR will find this book full of new ideas, techniques, and tools related to Industry 4.0.

Research Anthology on Human Resource Practices for the Modern Workforce

Research Anthology on Human Resource Practices for the Modern Workforce PDF Book Detail Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1668438747
Category : Business & Economics
Languages : en
Pages : 2224

Book Description
Human resource departments have been a crucial part of business practices for decades and particularly in modern times as professionals deal with multigenerational workers, diversity initiatives, and global health and economic crises. There is a necessity for human resource departments to change as well to adapt to new societal perspectives, technology, and business practices. It is important for human resource managers to keep up to date with all emerging human resource practices in order to support successful and productive organizations. The Research Anthology on Human Resource Practices for the Modern Workforce presents a dynamic and diverse collection of global practices for human resource departments. This anthology discusses the emerging practices as well as modern technologies and initiatives that affect the way human resources must be conducted. Covering topics such as machine learning, organizational culture, and social entrepreneurship, this book is an excellent resource for human resource employees, managers, CEOs, employees, business students and professors, researchers, and academicians.