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This case, along with its B case (UVA-QA-0865), is an effective vehicle for introducing students to the use of machine-learning techniques for classification. The specific context is predicting customer retention based on a wide range of customer attributes/features. The specific techniques could include (but are not limited to): regressions (linear and logistic), variable selection (forward/backward and stepwise), regularizations (e.g., LASSO), classification and regression trees (CART), random forests, graduate boosted trees (xgboost), neural networks, and support vector machines (SVM).

The case is suitable for an advanced data analysis (data science, machine learning, and artificial intelligence) class at all levels: upper-level business undergraduate, MBA, EMBA, as well as specialized graduate or undergraduate programs in analytics (e.g., masters of science in business analytics [MSBA] and masters of management analytics [MMA]) and/or in management (e.g., masters of science in management [MScM] and masters in management [MiM, MM]).

The teaching note for the case contains the pedagogy and the analyses, alongside the detailed explanations of the various techniques and their implementations in R (code provided in Exhibits and supplementary files). Python code, as well as the spreadsheet implementation in XLMiner, are available upon request.

After completion of the case study, students will be able to describe the crisis types and the various phases in mapping a crisis and outline appropriate actions during each phase; identify stakeholders in the context of change management initiatives and map them through their power, influence and interest needs; identify the needs and resistance present in change management initiatives through the systems-thinking perspective; recognize the leadership competencies for an effective crisis management approach; and identify the way to conduct challenging conversations with important stakeholders whose support and influence are required.

Stella Fernandez, the vice president of human resources management in a family-managed business organization, was disturbed by the media reports on rising number of cases of COVID-19 infection in India during the first week of March 2020. She thought that a continued rise in the number of infection cases could affect the business continuity as well as the safety of the employees. In her opinion, a faster introduction of a work-from-home policy could help to reduce the impact of the potential crisis. Fernandez understood that without the senior management team’s consent, she could not drive the information technology team to implement the work-from-home measure. However, she felt that there could be challenges in convincing the senior management team, who did not treat this outbreak to be of grave importance. Anticipating the unfavourable reaction, Fernandez planned her approach carefully by identifying and convincing influential members to support this change management initiative; nevertheless, to her dismay, her meticulous plan failed to convince the powerful members of the team, who continued to resist the change proposed by her. Disappointed and surprised by their reaction, Fernandez wondered what she could have done to make the senior management team to accept her proposal.

This case study is designed for use in undergraduate- or graduate-level programmes.

Teaching notes are available for educators only.

CSS 6: Human resource management.

Human resource management and organizational change.

Students on an introductory course on Human Resource Management or a specialization course of HRM such as change management and organizational development. This case study can be taught at the MBA level.

This case study can serve as the base for understanding and identifying the various characteristics that relate to revolutionizing HR functions with the help of digitalization. It can also be elaborated further to include the challenges that a company has to face after it decides to establish IT software based on operations. This case is an evolutionary story of a large-scale Pakistani company, Pak Electron Ltd. (PEL) which has been in operation for almost 60 years. The top management decided to move from a traditional administrative system towards setting up an HR department for the first time. The case states the salient features of the traditional administrative system, issues faced by the company in the setup of a new HR system and digital HR system along with the employees’ views and perceptions on these systems.

Students are expected to learn the following: the various characteristics of a paper-file based traditional administrative system; the various features of an IT-based modern HR system; the decision background and basis for making the switch to the new contemporary HR system; and the reaction of employees against changes in organizational systems.

Teaching Notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

CSS: 6: Human Resource Management.

Organizational restructuring strategy such as downsizing and rightsizing and their effects on organizational performance.

The case can be taught to graduate students of a business administration program for change management or human resources management courses.

The case discusses a structural change strategy followed by a crisis management situation of a Pakistani state-owned enterprise with hierarchical structures, unclear work roles and workplace corruption and its shift toward a profitable company with rebranded mission and values. With the management takeover by the Abraaj Group, several issues were identified as major blocks to K-ELECTRIC’s performance. Drastic changes included information technology advancement, investment in infrastructure of generation capacity, marketing campaigns and corporate social responsibility initiatives with a record profit in 2011-2012, for the first time in 17 years. But, the greatest challenge to quality service and profitability was faced by the human resources department, to retrench 4,459 workers by offering a voluntary separation scheme to non-core management staff in 2009. However, disregarding the successful impact on business performance, only 300 workers (approximately) had accepted the package in early 2010, while the rest questioned the decision of outsourcing non-core jobs and demanded reinstatement with the company, followed by a series of protests in January 2010. K-ELECTRIC needed to make some sensitive and timely decisions to ensure efficient and quality service to its customers as its top agenda.

The outcomes include: to understand the challenges faced by a recently privatized public utility service to become lean and efficient without compromising on its public mission of providing electricity to the residents of the city; to analyze the factors that influence choice of restructuring strategies and their effects on the employment relationship and organizational performance; to recognize the critical role of leadership in choosing a voluntary downsizing strategy and analyzing the sense of urgency needed to execute the decision; and to recognize the role of legal and organizational consultancy needed in critical decision-making to prevent workplace violence.

Teaching notes and teaching guide.

As a new corporation, the Delhi Metro (DMRC) began its relationship with the media, with a clean slate, and its care with the public relations function made for the establishment of a very cordial relationship with the print media and led to positive image building in the public eye. However, with the rise of electronic media and the proliferating channels' greater emphasis on sensationalism, the warmth in the relations began to subside. A major standoff with the electronic media and the experience of accidents during construction of Phase II of the project, led to the restructuring of the approach to media relations as well as internal restructuring of the PR department. The challenges and major incidents turned out to be hard-learnt lessons in managing the media in a dynamic environment.

The case captures the origin and initial years of two restaurants Mirchi & Mime and Madeira & Mime, which exclusively employed Speech and Hearing Impaired persons (SHI) as servers (often called “waiters” in India). It documents how the restaurants were set up, captures significant incidents during this initial period and the impact of these incidents on the working of the restaurants. Further, it describes the challenge of opening a fine dining restaurant and a gastropub staffed exclusively by SHI persons as servers. The case narrates the reactions and impact on the SHIs and their families, co-workers within the outlets and the customers visiting these outlets. Finally, the case lists the recognition received by the organisation and outlines plans for the immediate future.

The learning outcomes are follows: critically assess the impact of disruptive technologies, such as automation, on the organisation, its processes and employees; evaluate the structural changes required within the organisation to prepare for digital transformation; apply change models to the unique challenges associated with disruptive technologies; and recommend solutions for the organisation to proceed with the implementation of disruptive technologies, while keeping employees central to the change.

The Dimension Data automation case provides students and executives with a glimpse of the future that organisations and employees must prepare for. The case starts out with the protagonist and product owner of digital at Dimension Data, Andrew Harmse, reflecting on his three-year automation journey within the Automation Centre of Excellence. The world of automation is growing exponentially, and Andrew’s team will have to support the organisation as they scale up their automation journey and navigate the uncertain future of an increased, blended human-robot workforce. Individual employee reactions, positive and negative, will have to be balanced with the opportunities that ever-changing technology enables. The case focusses on the themes of digital transformation, digital disruption, change management and the very real factors to consider when faced with decision-making on automation as the world is constantly changing. The COVID-19 pandemic has forced organisations to relook processes and increase investment in technologies that enable digital client engagement and servicing, considering social distancing requirements. Automation at dimension data has been largely internally focussed, but there is a drive to increase delivery for clients. Andrew’s team will have to guide organisations through the journey and continuum of changes and uncertainties, such as large- scale unemployment and robot ethics.

The target audience for this teaching case are postgraduate and Master level students, specifically Master of Business Administration (MBA) students as well as Executive Education courses. Students who are responsible for making strategic decisions that impact the future of their organisations as well as students with an interest in the role of technology in the future will benefit from the case.

Teaching notes are available for educators only.

CSS 6: Human Resource Management.

Leadership, human resource management, crisis management, change management and communication.

Executive education; postgraduate; undergraduate.

This case study describes the collapse of Satyam, a leading IT industry service provider from India. Satyam went into a crisis mode after revelation of financial fraud by its Chairman. This resulted in a crisis not just for the company, its clients and employees – but it also had the potential to shake up the entire Indian IT industry the world over, by shattering investor and client confidence in the Indian IT sector. The case provides the students with an inside view of the unfolding of events at Satyam and the people challenges that emerge in a crisis scenario. The case outlines reactions from the industry, government, clients and employees as they tried to make sense of a very chaotic situation, and its multi-level ramifications both within India and outside. The case ends with Thallapalli Hari, the Global Head of Marketing and Communication and ex-head of HR, trying to visualise and prioritise a course of action to propose to other members of the leadership team.

The key aim of this case is to provide a backdrop to the crisis, and also help students put themselves in the role of an HR crisis manager as well as portray the decision making and communication challenges that emerge in chaotic situations. The importance of an immediate and yet strategic response is emphasised and the case is a great starting point to have a discussion on the competencies and skills required in HR to lead under unusual circumstances. This case allows participants to get an in-depth understanding of the collapse of Satyam. The case also illustrates principles of leadership, change management and communication, in particular:

• Leadership: The Satyam story is an HR and leadership crisis nightmare come true. What should an HR leader do when you wake up to find your company with a ruined reputation, minimal financial capital, 53,000 employees on the payroll and more than 500 clients with pending deliverables worldwide. Where do you begin? The case illustrates a situation where immediate action is required to stop the tailspin into which the company was heading.

• Change management: The situation demanded that change be managed from a chaotic system to a stable system. The big issue though remains as to how one can get a system into a state of stability when everything is changing at the same time. Most change management plans have some stable variables, however in the case of Satyam there were multiple changes taking place simultaneously. A combination of change in leadership, client relationships, employee trust and confidence, market reactions together make for a perfect storm. Dealing with even one of these changes is a challenge for a company. In the case of Satyam, its entire existence was at stake.

• Communication: The demands for communicating effectively in a crisis situation are different than communicating under stable systems. The choice of medium, the speed of response, the content all need careful monitoring. Whereas most companies have teams that separately deal with internal and external communication, Satyam provides a unique situation where managing both effectively at the same time was critical to the future of the firm. The stakes for effective communication are much higher under the circumstances. This case can be used in organizational behaviour, human resources and corporate communications modules being taught to under-graduates, post-graduates and for executive education.

Leadership: The Satyam story is an HR and leadership crisis nightmare come true. What should an HR leader do when you wake up to find your company with a ruined reputation, minimal financial capital, 53,000 employees on the payroll and more than 500 clients with pending deliverables worldwide. Where do you begin? The case illustrates a situation where immediate action is required to stop the tailspin into which the company was heading.

Change management: The situation demanded that change be managed from a chaotic system to a stable system. The big issue though remains as to how one can get a system into a state of stability when everything is changing at the same time. Most change management plans have some stable variables, however in the case of Satyam there were multiple changes taking place simultaneously. A combination of change in leadership, client relationships, employee trust and confidence, market reactions together make for a perfect storm. Dealing with even one of these changes is a challenge for a company. In the case of Satyam, its entire existence was at stake.

Communication: The demands for communicating effectively in a crisis situation are different than communicating under stable systems. The choice of medium, the speed of response, the content all need careful monitoring. Whereas most companies have teams that separately deal with internal and external communication, Satyam provides a unique situation where managing both effectively at the same time was critical to the future of the firm. The stakes for effective communication are much higher under the circumstances. This case can be used in organizational behaviour, human resources and corporate communications modules being taught to under-graduates, post-graduates and for executive education.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

Organizational ethics and related issues.

Graduate course on Strategic Human Resource Management and specialization courses in Banking.

This case details the account of a human resources (HR) manager of a multinational bank in India who “used” his position to bring on board his cronies to secure his position and utilize the inherent powers in the position to further his own ends. The case elaborates how the Manager HR went about his job soon after taking over and the consequences this had on the Indian operations and the morale of officers. The case requires the students to analyze and suggest ways in which this organization can prevent such occurrences in future.

The primary learning objective is to help the student understand the significance of organizational ethics values and react to issues arising from dealing with unethical practices. It will also make them aware of what can happen if systems are deliberately flouted and reporting protocol relating to information flows are ignored. Specifically, it will help them to select the right people, who are aware of the culture of the organization and what this culture implies in terms of working ethically. Communicate the working standards expected of its employees, especially newly trained ones. Analyze the challenges an employee can face when he or she tries to do things in the organization which are not ethical. Evaluate the different ways in which errant employees should be handled.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

Freeport-McMoRan's acquisition of Phelps Dodge created the world's largest publicly traded copper company. JPMorgan and Merrill Lynch advised the acquirer and arranged $17.5 billion in debt financing and $1.5 billion in credit facilities. In addition, these two firms underwrote $5 billion in equity capital through simultaneous offerings of Freeport-McMoRan common shares and mandatory convertible preferred shares. These financings created an optimal capital structure for the company that resulted in stronger credit ratings. The activities of the equity capital markets and sales groups at the underwriting firms are explored and the structure and benefits of mandatory convertible preferred shares is explained.

To understand the role of investment banks in advising a large corporation regarding an acquisition and related financings in the capital markets. As part of this, the activities of an investment banking firm's equity capital markets group and their underwriting risks are analyzed. Finally, the structure of a mandatory convertible security is reviewed in terms of benefits to both issuers and investors.