Statistical Tools And Analysis In Human Resources Management

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Statistical Tools and Analysis in Human Resources Management

Author : Bhattacharyya, Dipak Kumar
Publisher : IGI Global
ISBN 13 : 152254948X
Total Pages : 295 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Statistical Tools and Analysis in Human Resources Management by : Bhattacharyya, Dipak Kumar

Download or read book Statistical Tools and Analysis in Human Resources Management written by Bhattacharyya, Dipak Kumar and published by IGI Global. This book was released on 2018-01-12 with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Predictive Analytics for Human Resources

Author : Jac Fitz-enz
Publisher : John Wiley & Sons
ISBN 13 : 1118940695
Total Pages : 180 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Predictive Analytics for Human Resources by : Jac Fitz-enz

Download or read book Predictive Analytics for Human Resources written by Jac Fitz-enz and published by John Wiley & Sons. This book was released on 2014-07-09 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create and run a human resource analytics project with confidence For any human resource professional that wants to harness the power of analytics, this essential resource answers the questions: "Where do I start?" and "What tools are available?" Predictive Analytics for Human Resources is designed to answer these and other vital questions. The book explains the basics of every business—the vision, the brand, and the culture, and shows how predictive analytics supports them. The authors put the focus on the fundamentals of predictability and include a framework of logical questions to help set up an analytic program or project, then follow up by offering a clear explanation of statistical applications. Predictive Analytics for Human Resources is a how-to guide filled with practical and targeted advice. The book starts with the basic idea of engaging in predictive analytics and walks through case simulations showing statistical examples. In addition, this important resource addresses the topics of internal coaching, mentoring, and sponsoring and includes information on how to recruit a sponsor. In the book, you'll find: A comprehensive guide to developing and implementing a human resource analytics project Illustrative examples that show how to go to market, develop a leadership model, and link it to financial targets through causal modeling Explanations of the ten steps required in building an analytics function How to add value through analysis of systems such as staffing, training, and retention For anyone who wants to launch an analytics project or program for HR, this complete guide provides the information and instruction to get started the right way.

Research Methods in Human Resource Management

Author : Eugene F. Stone-Romero
Publisher : IAP
ISBN 13 : 1648020909
Total Pages : 243 pages
Book Rating : 4.6/5 (48 download)

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Book Synopsis Research Methods in Human Resource Management by : Eugene F. Stone-Romero

Download or read book Research Methods in Human Resource Management written by Eugene F. Stone-Romero and published by IAP. This book was released on 2020-05-01 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Empirical research in HRM has focused on such issues as recruiting, testing, selection, training, motivation, compensation, and employee well-being. A review of the literature on these and other topics suggests that less than optimal methods have often been used in many HRM studies. Among the methods-related problems are using (a) measures or manipulations that have little or no construct validity, (b) samples of units (e.g., participants, organizations) that bear little or no correspondence to target populations, (c) research designs that have little or no potential for supporting valid causal inferences, (d) samples that are too small to provide for adequate statistical power, and (e) data analytic strategies that are inappropriate for the issues addressed by a study. As a result, our understanding of various HRM phenomena has suffered and improved methods may serve to enhance both the science and practice of HRM. In view of the above, the purpose of this volume of Research in Human Resource Management is to provide basic and applied researchers with resources that will enable them to improve the internal validity, external validity, construct validity, and statistical conclusion validity of research in HRM and the related fields of industrial and organizational psychology, and organizational behavior. Sound research in these fields should serve to improve both science and practice. With respect to science, support for a theory hinges on the validity of research used to support it. In addition, the results of valid research are essential for the development and implementation of HRM policies and practices. In the interest of promoting valid research-based inferences in HRM research, the chapters in this volume identify a wide range of methods-related problems and offer recommendations for dealing with them. Chapters in it address such HRM research-related topics as neglected research issues, causal inferences in research, heteroscedasticity in research, range restriction in research, interrater agreement indices, and construct validity issues in measures of such constructs as job performance, organizational politics, and safety climate.

Adverse Impact Analysis

Author : Scott B. Morris
Publisher : Psychology Press
ISBN 13 : 1315301415
Total Pages : 381 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Adverse Impact Analysis by : Scott B. Morris

Download or read book Adverse Impact Analysis written by Scott B. Morris and published by Psychology Press. This book was released on 2016-12-01 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compliance with federal equal employment opportunity regulations, including civil rights laws and affirmative action requirements, requires collection and analysis of data on disparities in employment outcomes, often referred to as adverse impact. While most human resources (HR) practitioners are familiar with basic adverse impact analysis, the courts and regulatory agencies are increasingly relying on more sophisticated methods to assess disparities. Employment data are often complicated, and can include a broad array of employment actions (e.g., selection, pay, promotion, termination), as well as data that span multiple protected groups, settings, and points in time. In the era of "big data," the HR analyst often has access to larger and more complex data sets relevant to employment disparities. Consequently, an informed HR practitioner needs a richer understanding of the issues and methods for conducting disparity analyses. This book brings together the diverse literature on disparity analysis, spanning work from statistics, industrial/organizational psychology, human resource management, labor economics, and law, to provide a comprehensive and integrated summary of current best practices in the field. Throughout, the description of methods is grounded in the legal context and current trends in employment litigation and the practices of federal regulatory agencies. The book provides guidance on all phases of disparity analysis, including: How to structure diverse and complex employment data for disparity analysis How to conduct both basic and advanced statistical analyses on employment outcomes related to employee selection, promotion, compensation, termination, and other employment outcomes How to interpret results in terms of both practical and statistical significance Common practical challenges and pitfalls in disparity analysis and strategies to deal with these issues

Human Resource Management

Author : Talya Bauer
Publisher : SAGE Publications
ISBN 13 : 1506363105
Total Pages : 837 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Human Resource Management by : Talya Bauer

Download or read book Human Resource Management written by Talya Bauer and published by SAGE Publications. This book was released on 2019-01-02 with total page 837 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Excel 2016 for Human Resource Management Statistics

Author : Thomas J. Quirk
Publisher : Springer
ISBN 13 : 3319400630
Total Pages : 258 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Excel 2016 for Human Resource Management Statistics by : Thomas J. Quirk

Download or read book Excel 2016 for Human Resource Management Statistics written by Thomas J. Quirk and published by Springer. This book was released on 2016-08-23 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows the capabilities of Microsoft Excel in teaching human resource management statistics effectively. Similar to the previously published Excel 2013 for Human Resource Management Statistics, this book is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical human resource management problems. If understanding statistics isn’t your strongest suit, you are not especially mathematically-inclined, or if you are wary of computers, this is the right book for you. Excel, a widely available computer program for students and managers, is also an effective teaching and learning tool for quantitative analyses in human resource management courses. Its powerful computational ability and graphical functions make learning statistics much easier than in years past. However, Excel 2016 for Human Resource Management Statistics: A Guide to Solving Practical Problems is the first book to capitalize on these improvements by teaching students and managers how to apply Excel to statistical techniques necessary in their courses and work. Each chapter explains statistical formulas and directs the reader to use Excel commands to solve specific, easy-to-understand human resource management problems. Practice problems are provided at the end of each chapter with their solutions in an appendix. Separately, there is a full Practice Test (with answers in an Appendix) that allows readers to test what they have learned.

Predictive Analytics in Human Resource Management

Author : Shivinder Nijjer
Publisher : Taylor & Francis
ISBN 13 : 1000208079
Total Pages : 237 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Predictive Analytics in Human Resource Management by : Shivinder Nijjer

Download or read book Predictive Analytics in Human Resource Management written by Shivinder Nijjer and published by Taylor & Francis. This book was released on 2020-12-03 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Contemporary Human Resources Management in the Tourism Industry

Author : Tüzünkan, Demet
Publisher : IGI Global
ISBN 13 : 152255761X
Total Pages : 405 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Contemporary Human Resources Management in the Tourism Industry by : Tüzünkan, Demet

Download or read book Contemporary Human Resources Management in the Tourism Industry written by Tüzünkan, Demet and published by IGI Global. This book was released on 2018-08-24 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: The tourism industry is the largest service industry and the largest employment generator in the world. This was made possible by increasing globalization and disposable income, with the labor force playing an important role. Factors such as quality of services and business performance depend on a well-educated, well-trained, skilled, enthusiastic, and committed workforce. Contemporary Human Resources Management in the Tourism Industry is a pivotal reference source that provides research on the role of human resource departments in creating value for the workplace through innovation and efficient work processes. While highlighting topics such as organizational structure, gender equality, and employee motivation, this publication explores the development of organizational culture, as well as methods of translating business strategy into action through dramatically managing staff on all levels in the tourism industry. This book is ideally designed for human resources managers, business owners, business professionals, researchers, and academicians seeking current research on the organizational skills and strategies necessary in creating effective tourism businesses.

Data-Driven HR

Author : Bernard Marr
Publisher : Kogan Page Publishers
ISBN 13 : 0749482478
Total Pages : 265 pages
Book Rating : 4.7/5 (494 download)

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Book Synopsis Data-Driven HR by : Bernard Marr

Download or read book Data-Driven HR written by Bernard Marr and published by Kogan Page Publishers. This book was released on 2018-04-03 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Research Anthology on Human Resource Practices for the Modern Workforce

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668438747
Total Pages : 2224 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Human Resource Practices for the Modern Workforce by : Management Association, Information Resources

Download or read book Research Anthology on Human Resource Practices for the Modern Workforce written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-12-30 with total page 2224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Human Resources Management

Author : Patrick Alain Azanza
Publisher : Goodwill Trading Co., Inc.
ISBN 13 : 9789711110970
Total Pages : 188 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Human Resources Management by : Patrick Alain Azanza

Download or read book Human Resources Management written by Patrick Alain Azanza and published by Goodwill Trading Co., Inc.. This book was released on 2000 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Research Methods in Human Resource Management

Author : Valerie Anderson
Publisher : CIPD Publishing
ISBN 13 : 9780852929827
Total Pages : 308 pages
Book Rating : 4.9/5 (298 download)

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Book Synopsis Research Methods in Human Resource Management by : Valerie Anderson

Download or read book Research Methods in Human Resource Management written by Valerie Anderson and published by CIPD Publishing. This book was released on 2004 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addresses the needs of HRM students writing either a management report or dissertation, providing both a theoretical framework and practical guidance. This guide to the planning and execution of HRM research projects seeks to develop the knowledge and skills of first-time researchers for effective research into HRM issues in organisations.

Fundamentals of Human Resource Management

Author : Talya Bauer
Publisher : SAGE Publications
ISBN 13 : 1544397267
Total Pages : 534 pages
Book Rating : 4.5/5 (443 download)

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Book Synopsis Fundamentals of Human Resource Management by : Talya Bauer

Download or read book Fundamentals of Human Resource Management written by Talya Bauer and published by SAGE Publications. This book was released on 2019-12-10 with total page 534 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Excel 2013 for Human Resource Management Statistics

Author : Thomas J. Quirk
Publisher : Springer
ISBN 13 : 3319289829
Total Pages : 252 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Excel 2013 for Human Resource Management Statistics by : Thomas J. Quirk

Download or read book Excel 2013 for Human Resource Management Statistics written by Thomas J. Quirk and published by Springer. This book was released on 2016-03-08 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows how Microsoft Excel is able to teach human resource management statistics effectively. Similar to the previously published Excel 2010 for Human Resource Management Statistics, it is a step-by-step exercise-driven guide for students and practitioners who need to master Excel to solve practical human resource management problems. If understanding statistics isn’t your strongest suit, you are not especially mathematically-inclined, or if you are wary of computers, this is the right book for you. Excel, a widely available computer program for students and managers, is also an effective teaching and learning tool for quantitative analyses in human resource management courses. Its powerful computational ability and graphical functions make learning statistics much easier than in years past. Excel 2013 for Human Resource Management Statistics: A Guide to Solving Practical Problems is the next book to capitalize on these improvements by teaching students and managers how to apply Excel to statistical techniques necessary in their courses and work. Each chapter explains statistical formulas and directs the reader to use Excel commands to solve specific, easy-to-understand human resource management problems. Practice problems are provided at the end of each chapter with their solutions in an Appendix. Separately, there is a full Practice Test (with answers in an Appendix) that allows readers to test what they have learned.

Financial Analysis for HR Managers

Author : Steven Director
Publisher : FT Press
ISBN 13 : 0132996774
Total Pages : 356 pages
Book Rating : 4.1/5 (329 download)

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Book Synopsis Financial Analysis for HR Managers by : Steven Director

Download or read book Financial Analysis for HR Managers written by Steven Director and published by FT Press. This book was released on 2012-12-19 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: HR leaders and practitioners: master the financial analysis skills you need to become true strategic business partners, gain an equal seat at the table, and get boardroom and CFO buy-in for your initiatives! In this one-of-a-kind book, Dr. Steven Director covers everything mid-to-senior-level HR professionals need to formulate, model, and evaluate their HR initiatives from a financial perspective. Drawing on his unsurpassed expertise working with HR executives, he walks through each crucial financial issue associated with strategic talent management, including quantifiable links between workforces and business value, cost-benefit analyses of HR and strategic financial initiatives, and specific issues related to total rewards programs, including stock, stock options, and pension costs. Unlike other finance books for non-financial managers, Financial Analysis for HR Managers focuses entirely on core HR issues. Director helps you answer questions such as: How do you model HR's financial role in corporate strategic initiatives such as the introduction of a new product line? How do you select bonus drivers to send the right signals to managers (and uncover suboptimal hidden signals you might be sending now)? How do you design compensation packages that are fully consistent with your goals? How do you identify and manage pension-finance costs and risks that can dramatically impact the long-term financial health of the business? HR leaders and aspiring leaders are under unprecedented pressure to provide credible, quantitative answers to questions like these. This is the one and only book that will help them do so.

History and Educational Philosophy for Social Justice and Human Rights

Author : Chowdhury, Jahid Siraz
Publisher : IGI Global
ISBN 13 : 1668499541
Total Pages : 311 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis History and Educational Philosophy for Social Justice and Human Rights by : Chowdhury, Jahid Siraz

Download or read book History and Educational Philosophy for Social Justice and Human Rights written by Chowdhury, Jahid Siraz and published by IGI Global. This book was released on 2024-03-22 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the complex landscape of educational philosophy and policy, a difficult challenge arises the entwined issues of racism and other demographic differences, and evolving education policies. Traditional historical accounts fall short of addressing the broader historical patterns that underscore these challenges, particularly their colonial legacy. The need for a fresh perspective becomes evident, one that transcends chronology and delves into the intricate dynamics shaping contemporary educational thought. History and Educational Philosophy for Social Justice and Human Rights emerges as a groundbreaking solution to this conundrum. Through a broad developmental and historical lens, the book provides a fresh perspective on the role of differences as the core, content, and subject of education. It advocates for cultural resistance and a permanent political struggle by political-cultural minorities and social movements, while also challenging public institutions, especially schools, to actively embrace and utilize differences in their foundational work. By engaging with the tensions and struggles around differences, the book contends that institutions can transform, becoming agents of positive change, and contributing to the foundation of an inclusive and participatory democracy. This book invites scholars and educators to not only understand the challenges but to actively participate in shaping a future where differences are not merely acknowledged but celebrated within the realms of education and society at large.

Big Data at Work

Author : Scott Tonidandel
Publisher : Routledge
ISBN 13 : 1317702697
Total Pages : 321 pages
Book Rating : 4.3/5 (177 download)

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Book Synopsis Big Data at Work by : Scott Tonidandel

Download or read book Big Data at Work written by Scott Tonidandel and published by Routledge. This book was released on 2015-11-06 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: The amount of data in our world has been exploding, and analyzing large data sets—so called big data—will become a key basis of competition in business. Statisticians and researchers will be updating their analytic approaches, methods and research to meet the demands created by the availability of big data. The goal of this book is to show how advances in data science have the ability to fundamentally influence and improve organizational science and practice. This book is primarily designed for researchers and advanced undergraduate and graduate students in psychology, management and statistics.