Applying Advanced Analytics To Hr Management Decisions
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Applying Advanced Analytics To Hr Management Decisions
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Author : James C. Sesil
language : en
Publisher: FT Press
Release Date : 2013-09-24
Applying Advanced Analytics To Hr Management Decisions written by James C. Sesil and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-24 with Business & Economics categories.
Dramatically improve human capital management decisions by applying advanced analytics and "Big Data" technologies and processes! Pioneering HR technology expert James Sesil identifies widespread flaws in today's HR decision-making processes, and reveals how advanced analytics can help organizations make far more robust decisions about employee selection, performance management, strategy alignment, collaboration, and more. In this book he shows how to integrate Business Intelligence, ERP, Strategy Maps, Talent Management Suites, and advanced analytics -- and use them together to make far better decisions. You'll learn how to measure and improve the value of HCM decision-making in workforce/succession planning, talent acquisition, career development, corporate learning, and beyond. Sesil teaches key lessons from sources ranging from online dating services to Moneyball-style sports player selection processes. He shows how to systematically improve decision-making through more complete and sophisticated collaboration and new Collective Intelligence approaches. You'll learn how to use both internal and external data sources more effectively, and review a wide variety of advanced tools now available from vendors such as OrcaEyes, Vemo, Aruspex, Peoplefluent, Infor/Lawson, DecisionLens, Oracle, Ultimate, Cogniti, IBM, SAP, and Microsoft. Sesil concludes by demonstrating how to build "data driven" cultures and organizations that truly want to bring objectivity to decision-making, and will actually use these remarkable new tools. This book will be an invaluable resource for every HR executive, manager, analyst, and IT professional seeking new opportunities for competitive advantage through human capital and technological innovation.
The Practical Guide To Hr Analytics
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Author : Shonna D. Waters
language : en
Publisher: Kogan Page Publishers
Release Date : 2018-06-15
The Practical Guide To Hr Analytics written by Shonna D. Waters and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-15 with Computers categories.
HR professionals are increasingly expected to understand and apply data analytics, but many don't know where to start. The Practical Guide to HR Analytics offers a clear, practical guide to understanding and applying data to real-world HR issues. From making the business case for analytics to launching an HR analytics function, the book walks readers through the forms, uses, and interpretations of data in an HR context. It covers essential topics like avoiding common pitfalls, visualizing data effectively and using storytelling to communicate findings. With straightforward language and actionable advice, it helps demystify analytics for professionals at all levels. Whether you're new to analytics or seeking to sharpen your skills, this is your go-to resource for data-driven HR.
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.
Real World Data Mining
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Author : Dursun Delen
language : en
Publisher: FT Press
Release Date : 2014-12-16
Real World Data Mining written by Dursun Delen and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-16 with Business & Economics categories.
Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization! Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, he provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: processes, methods, techniques, tools, and metrics; the role and management of data; text and web mining; sentiment analysis; and Big Data integration. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials. Real-World Data Mining will be valuable to professionals on analytics teams; professionals seeking certification in the field; and undergraduate or graduate students in any analytics program: concentrations, certificate-based, or degree-based.
The Definitive Guide To Hr Management Tools Collection
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Author : Alison Davis
language : en
Publisher: FT Press
Release Date : 2013-11-07
The Definitive Guide To Hr Management Tools Collection written by Alison Davis and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-07 with Business & Economics categories.
A brand new collection of high-value HR techniques, skills, strategies, and metrics… now in a convenient e-format, at a great price! HR management for a new generation: 6 breakthrough eBooks help you help your people deliver more value on every metric that matters This unique 6 eBook package presents all the tools you need to tightly link HR strategy with business goals, systematically optimize the value of all your HR investments, and take your seat at the table where enterprise decisions are made. In The Definitive Guide to HR Communication: Engaging Employees in Benefits, Pay, and Performance, Alison Davis and Jane Shannon help you improve the effectiveness of every HR message you deliver. Learn how to treat employees as customers… clarify their needs and motivations … leverage the same strategies and tools your company uses to sell products and services… package information for faster, better decision-making… clearly explain benefits, pay, and policies… improve recruiting, orientation, outplacement, and much more. In Investing in People, Second Edition, Wayne Cascio and John W. Boudreau help you use metrics to improve HR decision-making, optimize organizational effectiveness, and increase the value of strategic investments. You'll master powerful solutions for integrating HR with enterprise strategy and budgeting -- and for gaining commitment from business leaders outside HR. In Financial Analysis for HR Managers, Dr. Steven Director teaches the financial analysis skills you need to become a true strategic business partner, and get boardroom and CFO buy-in for your high-priority initiatives. Director covers everything HR pros need to formulate, model, and evaluate HR initiatives from a financial perspective. He walks through crucial financial issues associated with strategic talent management, offering cost-benefit analyses of HR and strategic financial initiatives, and even addressing issues related to total rewards programs. In Applying Advanced Analytics to HR Management Decisions , pioneering HR technology expert James C. Sesil shows how to use advanced analytics and "Big Data" to optimize decisions about performance management, strategy alignment, collaboration, workforce/succession planning, talent acquisition, career development, corporate learning, and more. You'll learn how to integrate business intelligence, ERP, Strategy Maps, Talent Management Suites, and advanced analytics -- and use them together to make far more robust choices. In Compensation and Benefit Design , world-renowned compensation expert Bashker D. Biswas helps you bring financial rigor to compensation and benefit program development. He introduces a powerful Human Resource Life Cycle Model for considering compensation and benefit programs… fully addresses issues related to acquisition, general compensation, equity compensation, and pension accounting… assesses the full financial impact of executive compensation and employee benefit programs… and discusses the unique issues associated with international HR programs. Finally, in People Analytics, Ben Waber helps you discover powerful hidden social "levers" and networks within your company, and tweak them to dramatically improve business performance and employee fulfillment. Drawing on his cutting-edge work at MIT and Harvard, Waber shows how sensors and analytics can give you an unprecedented understanding of how your people work and collaborate, and actionable insights for building a more effective, productive, and positive organization. Whatever your HR role, these 6 eBooks will help you apply today's most advanced innovations and best practices to optimize workplace performance -- and drive unprecedented business value. From world-renowned human resources experts Alison Davis, Jane Shannon, Wayne Cascio, John W. Boudreau, Steven Director, James C. Sesil, Bashker D. Biswas, and Ben Waber .
Sustainable Development Through Data Analytics And Innovation
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Author : Jorge Marx Gómez
language : en
Publisher: Springer Nature
Release Date : 2022-09-26
Sustainable Development Through Data Analytics And Innovation written by Jorge Marx Gómez and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-26 with Computers categories.
Sustainable development is based on the idea that societies should advance without compromising their future development requirements. This book explores how the application of data analytics and digital technologies can ensure that development changes are executed on the basis of factual data and information. It addresses how innovations that rely on digital technologies can support sustainable development across all sectors and all social, economic, and environmental aspects and help us achieve the Sustainable Development Goals (SDGs). The book also highlights techniques, processes, models, tools, and practices used to achieve sustainable development through data analysis. The various topics covered in this book are critically evaluated, not only theoretically, but also from an application perspective. It will be of interest to researchers and students, especially those in the fields of applied data analytics, business intelligence and knowledge management.
Predictive Hr Analytics
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Author : Dr Martin R. Edwards
language : en
Publisher: Kogan Page Publishers
Release Date : 2019-03-03
Predictive Hr Analytics written by Dr Martin R. Edwards and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-03 with Business & Economics categories.
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.
Using Person Centered Health Analytics To Live Longer
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Author : Dwight McNeill
language : en
Publisher: FT Press
Release Date : 2015-03-19
Using Person Centered Health Analytics To Live Longer written by Dwight McNeill and has been published by FT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-19 with Business & Economics categories.
The American way of producing health is failing. It continues to rank very low among developed countries on our most vital need...to live a long and healthy life. Despite the well-intentioned actions on the part of government, life sciences, and technology, the most important resource for achieving our full health potential is ourselves. This book is about how you can do so, and how others can help you. Dwight McNeill introduces person-centered health analytics (pchA) and shows how you can use it to master five everyday behaviors that cause and perpetuate most chronic diseases. Using Person-Centered Health Analytics to Live Longer combines deep insight, a comprehensive framework, and practical tools for living longer and healthier lives. It offers a clear path forward for both individuals and stakeholders, including providers, payers, health promotion companies, technology innovators, government, and analytics practitioners.
Data Driven Hr
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Author : Bernard Marr
language : en
Publisher: Kogan Page Publishers
Release Date : 2018-04-03
Data Driven Hr written by Bernard Marr and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-03 with Business & Economics categories.
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.
Workforce Analytics
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Author : Martin R. Edwards
language : en
Publisher: Taylor & Francis
Release Date : 2025-04-02
Workforce Analytics written by Martin R. Edwards and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Business & Economics categories.
Workforce Analytics: A Global Perspective provides a comprehensive sweep of key issues facing the evolving discipline of workforce analytics. The editors, all globally recognized in this field, have curated a collection of unique pieces that introduce workforce analytics, discuss its place in the HR sphere, and systematically address the key practical challenges faced by analytics experts working in and with organizations. Drawing on the combined expertise of the editors and a range of practicing expert contributors, the book provides a current, cutting-edge, and multi-perspective survey of workforce analytics. The contributions examine why workforce analytics is important, how it can help contribute to business success, and the considerations businesses need to address to maximize the benefit of this important HR expertise. A breakthrough text in a game-changing emerging discipline, the book is an essential resource for practitioners, students, and researchers in workforce analytics, people analytics, and human resource management more broadly.