Author: Paula S. Topolosky
Publisher: Taylor & Francis
ISBN: 9780815334873
Category : Business & Economics
Languages : en
Pages : 116
Book Description
First Published in 2000. Routledge is an imprint of Taylor & Francis, an informa company.
Linking Employee Satisfaction to Business Results
Author: Paula S. Topolosky
Publisher: Taylor & Francis
ISBN: 9780815334873
Category : Business & Economics
Languages : en
Pages : 116
Book Description
First Published in 2000. Routledge is an imprint of Taylor & Francis, an informa company.
Publisher: Taylor & Francis
ISBN: 9780815334873
Category : Business & Economics
Languages : en
Pages : 116
Book Description
First Published in 2000. Routledge is an imprint of Taylor & Francis, an informa company.
Linking Employee Satisfaction to Business Results
Author: Paula S. Topolosky
Publisher: Routledge
ISBN: 1135695385
Category : Business & Economics
Languages : en
Pages : 116
Book Description
This study investigated the relationship between employee satisfaction and business results. Using data from a Fortune 100 Company, the research examined trends in thirty employee satisfaction variables over a six-year period and identified the relationship of the variables to various corporate and business unit financial metrics. The outcomes of the study suggest that there is a moderately strong positive correlation between an employee's satisfaction with personal development, levels of involvement and participation, use of skills and abilities, promotion practices, and opportunities for a better job and financial indicators of business success. By providing a research prototype, this book serves as a starting point for Human Resource and Business leaders who struggle to identify and to communicate the value of investing in assessing and improving work environments to increase levels of employee satisfaction. As the pace of change increases and the availability to resources decreases in most organizations, this study provides a way for leaders to identify and prioritize improvement initiatives that might result in both increased levels of employee satisfaction and indices used to measure business success.
Publisher: Routledge
ISBN: 1135695385
Category : Business & Economics
Languages : en
Pages : 116
Book Description
This study investigated the relationship between employee satisfaction and business results. Using data from a Fortune 100 Company, the research examined trends in thirty employee satisfaction variables over a six-year period and identified the relationship of the variables to various corporate and business unit financial metrics. The outcomes of the study suggest that there is a moderately strong positive correlation between an employee's satisfaction with personal development, levels of involvement and participation, use of skills and abilities, promotion practices, and opportunities for a better job and financial indicators of business success. By providing a research prototype, this book serves as a starting point for Human Resource and Business leaders who struggle to identify and to communicate the value of investing in assessing and improving work environments to increase levels of employee satisfaction. As the pace of change increases and the availability to resources decreases in most organizations, this study provides a way for leaders to identify and prioritize improvement initiatives that might result in both increased levels of employee satisfaction and indices used to measure business success.
Service Profit Chain
Author: W. Earl Sasser
Publisher: Simon and Schuster
ISBN: 1439108307
Category : Business & Economics
Languages : en
Pages : 343
Book Description
In this pathbreaking book, world-renowned Harvard Business School service firm experts James L. Heskett, W. Earl Sasser, Jr. and Leonard A. Schlesinger reveal that leading companies stay on top by managing the service profit chain. Why are a select few service firms better at what they do -- year in and year out -- than their competitors? For most senior managers, the profusion of anecdotal "service excellence" books fails to address this key question. Based on five years of painstaking research, the authors show how managers at American Express, Southwest Airlines, Banc One, Waste Management, USAA, MBNA, Intuit, British Airways, Taco Bell, Fairfield Inns, Ritz-Carlton Hotel, and the Merry Maids subsidiary of ServiceMaster employ a quantifiable set of relationships that directly links profit and growth to not only customer loyalty and satisfaction, but to employee loyalty, satisfaction, and productivity. The strongest relationships the authors discovered are those between (1) profit and customer loyalty; (2) employee loyalty and customer loyalty; and (3) employee satisfaction and customer satisfaction. Moreover, these relationships are mutually reinforcing; that is, satisfied customers contribute to employee satisfaction and vice versa. Here, finally, is the foundation for a powerful strategic service vision, a model on which any manager can build more focused operations and marketing capabilities. For example, the authors demonstrate how, in Banc One's operating divisions, a direct relationship between customer loyalty measured by the "depth" of a relationship, the number of banking services a customer utilizes, and profitability led the bank to encourage existing customers to further extend the bank services they use. Taco Bell has found that their stores in the top quadrant of customer satisfaction ratings outperform their other stores on all measures. At American Express Travel Services, offices that ticket quickly and accurately are more profitable than those which don't. With hundreds of examples like these, the authors show how to manage the customer-employee "satisfaction mirror" and the customer value equation to achieve a "customer's eye view" of goods and services. They describe how companies in any service industry can (1) measure service profit chain relationships across operating units; (2) communicate the resulting self-appraisal; (3) develop a "balanced scorecard" of performance; (4) develop a recognitions and rewards system tied to established measures; (5) communicate results company-wide; (6) develop an internal "best practice" information exchange; and (7) improve overall service profit chain performance. What difference can service profit chain management make? A lot. Between 1986 and 1995, the common stock prices of the companies studied by the authors increased 147%, nearly twice as fast as the price of the stocks of their closest competitors. The proven success and high-yielding results from these high-achieving companies will make The Service Profit Chain required reading for senior, division, and business unit managers in all service companies, as well as for students of service management.
Publisher: Simon and Schuster
ISBN: 1439108307
Category : Business & Economics
Languages : en
Pages : 343
Book Description
In this pathbreaking book, world-renowned Harvard Business School service firm experts James L. Heskett, W. Earl Sasser, Jr. and Leonard A. Schlesinger reveal that leading companies stay on top by managing the service profit chain. Why are a select few service firms better at what they do -- year in and year out -- than their competitors? For most senior managers, the profusion of anecdotal "service excellence" books fails to address this key question. Based on five years of painstaking research, the authors show how managers at American Express, Southwest Airlines, Banc One, Waste Management, USAA, MBNA, Intuit, British Airways, Taco Bell, Fairfield Inns, Ritz-Carlton Hotel, and the Merry Maids subsidiary of ServiceMaster employ a quantifiable set of relationships that directly links profit and growth to not only customer loyalty and satisfaction, but to employee loyalty, satisfaction, and productivity. The strongest relationships the authors discovered are those between (1) profit and customer loyalty; (2) employee loyalty and customer loyalty; and (3) employee satisfaction and customer satisfaction. Moreover, these relationships are mutually reinforcing; that is, satisfied customers contribute to employee satisfaction and vice versa. Here, finally, is the foundation for a powerful strategic service vision, a model on which any manager can build more focused operations and marketing capabilities. For example, the authors demonstrate how, in Banc One's operating divisions, a direct relationship between customer loyalty measured by the "depth" of a relationship, the number of banking services a customer utilizes, and profitability led the bank to encourage existing customers to further extend the bank services they use. Taco Bell has found that their stores in the top quadrant of customer satisfaction ratings outperform their other stores on all measures. At American Express Travel Services, offices that ticket quickly and accurately are more profitable than those which don't. With hundreds of examples like these, the authors show how to manage the customer-employee "satisfaction mirror" and the customer value equation to achieve a "customer's eye view" of goods and services. They describe how companies in any service industry can (1) measure service profit chain relationships across operating units; (2) communicate the resulting self-appraisal; (3) develop a "balanced scorecard" of performance; (4) develop a recognitions and rewards system tied to established measures; (5) communicate results company-wide; (6) develop an internal "best practice" information exchange; and (7) improve overall service profit chain performance. What difference can service profit chain management make? A lot. Between 1986 and 1995, the common stock prices of the companies studied by the authors increased 147%, nearly twice as fast as the price of the stocks of their closest competitors. The proven success and high-yielding results from these high-achieving companies will make The Service Profit Chain required reading for senior, division, and business unit managers in all service companies, as well as for students of service management.
Rising to Power
Author: Ron A. Carucci
Publisher: Greenleaf Book Group
ISBN: 1626341095
Category : Business & Economics
Languages : en
Pages : 374
Book Description
Rising to Power is a time tested, wisdom-packed guide for executives desiring to be exceptional leaders as they navigate their ascent to the highest levels of their organization. Nearly two-thirds of all leaders entering executive roles lack sufficient understanding of what is required and are unprepared for what they will face, which explains why 50 percent of them fail within the first eighteen months. For decades we have known that failure rates among transitioning executives are too high, causing exorbitant costs, damaged organizations, and stalled careers. Still, little has changed in the way organizations prepare leaders to assume executive positions. Three-fourths of new executives say their organization did not adequately prepare them for the executive office. It doesn’t have to be this way. If you are an executive—or you’re aspiring to be one—and considering how you will navigate the ascent in your organization, Rising to Power will serve you like no other resource can. Odds are high you have watched a promising executive fail on their way up. Like many, you scratched your head, wondering, “Why didn’t they see that coming?” Now you’re hoping not to be the next one that falls. Rising to Power will guide you on a predictable journey of ascent, through the transitional moments and issues most common in executive failure. It will bolster your confidence, open your eyes, deepen your insight, and if you let it, reveal your own proclivities for failure that you may not even recognize. Based on a ten-year longitudinal study, Rising to Power offers a profoundly new way of looking at an executive’s rise in an organization, and offers an approach to significantly increase your odds of success.
Publisher: Greenleaf Book Group
ISBN: 1626341095
Category : Business & Economics
Languages : en
Pages : 374
Book Description
Rising to Power is a time tested, wisdom-packed guide for executives desiring to be exceptional leaders as they navigate their ascent to the highest levels of their organization. Nearly two-thirds of all leaders entering executive roles lack sufficient understanding of what is required and are unprepared for what they will face, which explains why 50 percent of them fail within the first eighteen months. For decades we have known that failure rates among transitioning executives are too high, causing exorbitant costs, damaged organizations, and stalled careers. Still, little has changed in the way organizations prepare leaders to assume executive positions. Three-fourths of new executives say their organization did not adequately prepare them for the executive office. It doesn’t have to be this way. If you are an executive—or you’re aspiring to be one—and considering how you will navigate the ascent in your organization, Rising to Power will serve you like no other resource can. Odds are high you have watched a promising executive fail on their way up. Like many, you scratched your head, wondering, “Why didn’t they see that coming?” Now you’re hoping not to be the next one that falls. Rising to Power will guide you on a predictable journey of ascent, through the transitional moments and issues most common in executive failure. It will bolster your confidence, open your eyes, deepen your insight, and if you let it, reveal your own proclivities for failure that you may not even recognize. Based on a ten-year longitudinal study, Rising to Power offers a profoundly new way of looking at an executive’s rise in an organization, and offers an approach to significantly increase your odds of success.
The Employee Experience
Author: Tracy Maylett
Publisher: John Wiley & Sons
ISBN: 1119294185
Category : Business & Economics
Languages : en
Pages : 245
Book Description
Ever notice how companies with the best service also have the happiest employees? That’s no accident. Do you want to build a strong, successful organization? Start by ignoring your customers. Really. Instead, focus first on creating a better employee experience, or EX. Your employees interact with customers, make them smile, and carry your brand message from the warehouse to the front lines. If your employees are having a great experience, so will your customers. In The Employee Experience, employee engagement pioneers Tracy Maylett and Matthew Wride reveal the secrets not only to attracting and retaining top talent, but to building a deeply engaged workforce—the foundation of organizational success. With deep insights into the dynamics of trust and mutual expectations, this book shows that before you can deliver a transcendent customer experience (CX), you must first build a superlative EX. With real-world examples and more than 24 million employee survey responses, Maylett and Wride reveal a clear, consistent pattern among the world’s most successful organizations. By establishing a clear set of expectations and promises—collectively known as the Contract—and upholding it consistently, employers can build the trust that leads to powerful engagement. Whether in business, healthcare, education, sports, or nonprofit, these organizations are consistently more successful and more profitable, enjoy sustainable growth, and win the battle to keep today’s rarest resource: talented people. Blending rigorous research, detailed case studies, in-depth interviews and expert insights, The Employee Experience will teach you to: Make the employee experience a core part of your strategy Understand employee expectations and bridge the “Expectation Gap” Establish rock-solid Brand, Transactional, and Psychological Contracts that breed trust and confidence Build an employee-employer partnership in creating something extraordinary Turn employee engagement into fuel for customer satisfaction, profit, and growth Attracting talent, retaining top performers, and creating an environment in which employees choose to engage drives results. The Employee Experience shows you where truly extraordinary organizations begin…and how to build one. TRACY MAYLETT, Ed.D, SPHR, SHRM-SCP, is the CEO of DecisionWise, where he currently advises leaders across the globe in leadership, change, and employee engagement. Maylett holds a doctorate from Pepperdine University and an MBA from BYU. He is a recognized author, and teaches in the Marriott School of Management at Brigham Young University. MATTHEW WRIDE, JD, PHR, is the COO of DecisionWise. With an extensive business background, Wride brings a fresh approach to organization development and leadership consulting. He is passionate about helping leaders create winning employee experiences. Wride holds a JD from Willamette University and a master’s degree from the University of Washington. For over two decades, DecisionWise has advised organizations and leaders in more than seventy countries on leadership, assessment, talent, organization development, and the employee experience. Visit us online at www.decision-wise.com.
Publisher: John Wiley & Sons
ISBN: 1119294185
Category : Business & Economics
Languages : en
Pages : 245
Book Description
Ever notice how companies with the best service also have the happiest employees? That’s no accident. Do you want to build a strong, successful organization? Start by ignoring your customers. Really. Instead, focus first on creating a better employee experience, or EX. Your employees interact with customers, make them smile, and carry your brand message from the warehouse to the front lines. If your employees are having a great experience, so will your customers. In The Employee Experience, employee engagement pioneers Tracy Maylett and Matthew Wride reveal the secrets not only to attracting and retaining top talent, but to building a deeply engaged workforce—the foundation of organizational success. With deep insights into the dynamics of trust and mutual expectations, this book shows that before you can deliver a transcendent customer experience (CX), you must first build a superlative EX. With real-world examples and more than 24 million employee survey responses, Maylett and Wride reveal a clear, consistent pattern among the world’s most successful organizations. By establishing a clear set of expectations and promises—collectively known as the Contract—and upholding it consistently, employers can build the trust that leads to powerful engagement. Whether in business, healthcare, education, sports, or nonprofit, these organizations are consistently more successful and more profitable, enjoy sustainable growth, and win the battle to keep today’s rarest resource: talented people. Blending rigorous research, detailed case studies, in-depth interviews and expert insights, The Employee Experience will teach you to: Make the employee experience a core part of your strategy Understand employee expectations and bridge the “Expectation Gap” Establish rock-solid Brand, Transactional, and Psychological Contracts that breed trust and confidence Build an employee-employer partnership in creating something extraordinary Turn employee engagement into fuel for customer satisfaction, profit, and growth Attracting talent, retaining top performers, and creating an environment in which employees choose to engage drives results. The Employee Experience shows you where truly extraordinary organizations begin…and how to build one. TRACY MAYLETT, Ed.D, SPHR, SHRM-SCP, is the CEO of DecisionWise, where he currently advises leaders across the globe in leadership, change, and employee engagement. Maylett holds a doctorate from Pepperdine University and an MBA from BYU. He is a recognized author, and teaches in the Marriott School of Management at Brigham Young University. MATTHEW WRIDE, JD, PHR, is the COO of DecisionWise. With an extensive business background, Wride brings a fresh approach to organization development and leadership consulting. He is passionate about helping leaders create winning employee experiences. Wride holds a JD from Willamette University and a master’s degree from the University of Washington. For over two decades, DecisionWise has advised organizations and leaders in more than seventy countries on leadership, assessment, talent, organization development, and the employee experience. Visit us online at www.decision-wise.com.
To Be Honest
Author: Ron A. Carucci
Publisher: Kogan Page Publishers
ISBN: 1398600679
Category : Business & Economics
Languages : en
Pages : 289
Book Description
WINNER: NYC Big Book Award 2021 - Business General WINNER: Goody Business Book Awards - Business General FINALIST: Good Business Book Awards - Leadership: General and Think Differently Selected as one of Bloomberg's Best Books of 2021: Nominated by the founder and executive director of the Aspen Institute Business and Society Program DISTINGUISHED FAVORITE: Independent Press Award 2022 - Business General Under what conditions will people tell the truth, behave fairly and act with purpose at work? And when will they lie, cheat and be selfish? Based on 15 years of research, To Be Honest explains how four factors (Clear Identity, Accountability, Governance and Cross-Functional Relationships) affect honesty, justice and purpose within a company. When these factors are absent or ineffective, the organizational conditions compel employees to choose dishonesty and self-interest. But when done well, the organization is 16 times more likely to have people tell the truth, behave fairly and serve a greater good. To Be Honest shares the stories of leaders who have acted with purpose, honesty and justice even when it was difficult to do so. In-depth interviews with CEOs and senior executives from exemplar companies such as Patagonia, Cabot Creamery, Microsoft and others reveal what it takes to build purpose-driven companies of honesty and justice. Interviews with thought leaders like Jonathan Haidt, Amy Edmondson, Dan Ariely and James Detert offer rich insights on how leaders can become more honest and purposeful. You'll learn how Hubert Joly took Best Buy from a company on the brink of bankruptcy to one that is profitable, thriving and purposeful. Filled with real-life examples, To Be Honest offers actionable steps, practical tools and approaches that any leader or manager can use to create a culture of purpose, honesty and justice.
Publisher: Kogan Page Publishers
ISBN: 1398600679
Category : Business & Economics
Languages : en
Pages : 289
Book Description
WINNER: NYC Big Book Award 2021 - Business General WINNER: Goody Business Book Awards - Business General FINALIST: Good Business Book Awards - Leadership: General and Think Differently Selected as one of Bloomberg's Best Books of 2021: Nominated by the founder and executive director of the Aspen Institute Business and Society Program DISTINGUISHED FAVORITE: Independent Press Award 2022 - Business General Under what conditions will people tell the truth, behave fairly and act with purpose at work? And when will they lie, cheat and be selfish? Based on 15 years of research, To Be Honest explains how four factors (Clear Identity, Accountability, Governance and Cross-Functional Relationships) affect honesty, justice and purpose within a company. When these factors are absent or ineffective, the organizational conditions compel employees to choose dishonesty and self-interest. But when done well, the organization is 16 times more likely to have people tell the truth, behave fairly and serve a greater good. To Be Honest shares the stories of leaders who have acted with purpose, honesty and justice even when it was difficult to do so. In-depth interviews with CEOs and senior executives from exemplar companies such as Patagonia, Cabot Creamery, Microsoft and others reveal what it takes to build purpose-driven companies of honesty and justice. Interviews with thought leaders like Jonathan Haidt, Amy Edmondson, Dan Ariely and James Detert offer rich insights on how leaders can become more honest and purposeful. You'll learn how Hubert Joly took Best Buy from a company on the brink of bankruptcy to one that is profitable, thriving and purposeful. Filled with real-life examples, To Be Honest offers actionable steps, practical tools and approaches that any leader or manager can use to create a culture of purpose, honesty and justice.
Handbook of Corporate Performance Management
Author: Mike Bourne
Publisher: John Wiley & Sons
ISBN: 0470669365
Category : Business & Economics
Languages : en
Pages : 280
Book Description
"Companies can gain a real competitive advantage from managing their performance effectively. This book is bristling with ideas, tools and practical examples of how your business can manage performance better." Mark Baker, Head of Risk and Assurance for Pentland Brands "Mike & Pippa Bourne have really covered the field with this book from the practical tools to the conceptual approaches. A thoughtful but highly practical approach to corporate performance measurement and management." Paul Woodward, CEO Sue Ryder - Former CEO Schering UK "The theory of corporate performance management is not complicated but putting it into practice is quite another issue. This book explains very clearly the underpinning theory and it also provides examples of how leaders have tackled some of the thorny problems associated with implementation." Mike Ophield, Managing Director, Crowcon "If you are finding it hard to implement your strategy then it's time to read this book. Corporate Performance Management will take you through the tools and approaches to ensure your strategy is executed and to manage the resulting performance." Andrew Brodie, HR Director, Faccenda Group
Publisher: John Wiley & Sons
ISBN: 0470669365
Category : Business & Economics
Languages : en
Pages : 280
Book Description
"Companies can gain a real competitive advantage from managing their performance effectively. This book is bristling with ideas, tools and practical examples of how your business can manage performance better." Mark Baker, Head of Risk and Assurance for Pentland Brands "Mike & Pippa Bourne have really covered the field with this book from the practical tools to the conceptual approaches. A thoughtful but highly practical approach to corporate performance measurement and management." Paul Woodward, CEO Sue Ryder - Former CEO Schering UK "The theory of corporate performance management is not complicated but putting it into practice is quite another issue. This book explains very clearly the underpinning theory and it also provides examples of how leaders have tackled some of the thorny problems associated with implementation." Mike Ophield, Managing Director, Crowcon "If you are finding it hard to implement your strategy then it's time to read this book. Corporate Performance Management will take you through the tools and approaches to ensure your strategy is executed and to manage the resulting performance." Andrew Brodie, HR Director, Faccenda Group
Customer Service Delivery
Author: Lawrence Fogli
Publisher: John Wiley & Sons
ISBN: 9780787983109
Category : Business & Economics
Languages : en
Pages : 348
Book Description
Customer Service Delivery taps into business, marketing, and psychological research and practices to provide a wealth of knowledge about customer service. With contributions from some of the best-known industrial and organizational psychology experts in customer service, this book brings together in one comprehensive resource a review of the best practices in customer service delivery. Customer Service Delivery also provides a framework for customer service as a process and an outcome. The authors address a wide range of topics that are crucial to today’s competitive business environment: customer expectations, loyalty satisfaction, product versus service delivery, measurement, brand equity, regional and cultural differences, and organizational impact. Customer Service Delivery explores human resource staffing practices and service delivery by including proven selection strategies for hiring top quality service workers, an analysis of the personality correlates of service performance, and a comprehensive review of assessment instruments that predict customer service performance. In addition, this important resource contains strategies and tactics to improve and manage service delivery and offers illustrative case examples of how organizations have successfully improved and managed customer service.
Publisher: John Wiley & Sons
ISBN: 9780787983109
Category : Business & Economics
Languages : en
Pages : 348
Book Description
Customer Service Delivery taps into business, marketing, and psychological research and practices to provide a wealth of knowledge about customer service. With contributions from some of the best-known industrial and organizational psychology experts in customer service, this book brings together in one comprehensive resource a review of the best practices in customer service delivery. Customer Service Delivery also provides a framework for customer service as a process and an outcome. The authors address a wide range of topics that are crucial to today’s competitive business environment: customer expectations, loyalty satisfaction, product versus service delivery, measurement, brand equity, regional and cultural differences, and organizational impact. Customer Service Delivery explores human resource staffing practices and service delivery by including proven selection strategies for hiring top quality service workers, an analysis of the personality correlates of service performance, and a comprehensive review of assessment instruments that predict customer service performance. In addition, this important resource contains strategies and tactics to improve and manage service delivery and offers illustrative case examples of how organizations have successfully improved and managed customer service.
Resultsoriented cultures creating a clear linkage between individual performance and organizational success.
Author:
Publisher: DIANE Publishing
ISBN: 142894303X
Category :
Languages : en
Pages : 40
Book Description
Publisher: DIANE Publishing
ISBN: 142894303X
Category :
Languages : en
Pages : 40
Book Description
Predictive Analytics in Human Resource Management
Author: Shivinder Nijjer
Publisher: Taylor & Francis
ISBN: 1000208133
Category : Business & Economics
Languages : en
Pages : 208
Book Description
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.
Publisher: Taylor & Francis
ISBN: 1000208133
Category : Business & Economics
Languages : en
Pages : 208
Book Description
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.