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psychologie --- e-HRM --- HRM (human resource management) --- psychologie van de beroepskeuze

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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.

psychologie --- e-HRM --- HRM (human resource management) --- psychologie van de beroepskeuze

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This book examines how companies can use HR technology to extract value and potentially gain competitive advantage in a global marketplace. When HR technology was originally introduced, it was fairly easy for companies to see how using this technology could help them perform better than other companies. However, now that HR technology is so widespread, this distinctive value proposition is less clear. The goal of this book is to help HR managers and decision makers recognize where there is opportunity to capture value from HR technology, learn how to demonstrate that value, and navigate the many strategic decisions that must be made when choosing to implement an HR technology. We address topics such as how HR technology may deliver strategic value; whether to outsource HR processes, HR technology, and implementation project management; training and change management; how to measure value through conducting ROI analyses and using HR analytics; and, finally, how to evaluate and manage future HR technology innovations. We recognize that the landscape of HR technology solutions is constantly changing, and we had that in mind as we wrote this book. We do not focus on detailed technical reviews of specific HR software functionality or specific products or vendors. Instead, our approach is to introduce theoretical frameworks from various fields of management science to serve as a guide for decision making about HR technology. These theoretical approaches provide a scientific basis and structure to analyzing business challenges and increase the likelihood of making better decisions compared with using intuition or relying on vendor best practices. The theories and frameworks used in this book come from many different disciplines, including strategic management, economics, accounting, finance, organizational behavior, and information systems. This breadth helps managers understand the many different ways in which HR technology decisions can increase value by taking a strategic perspective.

Personnel management --- Data processing. --- e-HRM --- HR analytics --- HRIS --- HR innovation --- HR technology --- strategic HRM

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e-HRM --- arbeidsmarkt --- Sociology of work --- HRM (human resource management) --- Gestion des ressources humaines Personeelsbeleid --- Développement de l'organisation Organisatieontwikkeling

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e-HRM --- sociale netwerken --- aanwerving en selectie --- Personnel management --- Sociale communicatie --- Personeelsmanagement --- Sociale netwerken --- Internet --- Arbeidsmarktcommunicatie --- #KVHB:Sociale netwerken --- #KVHB:Personeelsbeleid --- #KVHB:Arbeids- en organisatiepsychologie --- Sociaal netwerk