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This case is designed to enable students to understand the role of women in artificial intelligence (AI); understand the importance of ethics and diversity in the AI field; discuss the ethical issues of AI; study the implications of unethical AI; examine the dark side of corporate-backed AI research and the difficult relationship between corporate interests and AI ethics research; understand the role played by Gebru in promoting diversity and ethics in AI; and explore how Gebru can attract more women researchers in AI and lead the movement toward inclusive and equitable technology.

The case discusses how Timnit Gebru (She), a prominent AI researcher and former co-lead of the Ethical AI research team at Google, is leading the way in promoting diversity, inclusion and ethics in AI. Gebru, one of the most high-profile black women researchers, is an influential voice in the emerging field of ethical AI, which identifies issues based on bias, fairness, and responsibility. Gebru was fired from Google in December 2020 after the company asked her to retract a research paper she had co-authored about the pitfalls of large language models and embedded racial and gender bias in AI. While Google maintained that Gebru had resigned, she said she had been fired from her job after she had raised issues of discrimination in the workplace and drawn attention to bias in AI. In early December 2021, a year after being ousted from Google, Gebru launched an independent community-driven AI research organization called Distributed Artificial Intelligence Research (DAIR) to develop ethical AI, counter the influence of Big Tech in research and development of AI and increase the presence and inclusion of black researchers in the field of AI. The case discusses Gebru’s journey in creating DAIR, the goals of the organization and some of the challenges she could face along the way. As Gebru seeks to increase diversity in the field of AI and reduce the negative impacts of bias in the training data used in AI models, the challenges before her would be to develop a sustainable revenue model for DAIR, influence AI policies and practices inside Big Tech companies from the outside, inspire and encourage more women to enter the AI field and build a decentralized base of AI expertise.

This case is meant for MBA students.

Teaching Notes are available for educators only.

CCS 11: Strategy

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.

Human resource management, business ethics, public policy.

The case can also be taught in MBA/postgraduate in management programmes in general management or HR classes to give a lesson in organizational conflict and resolution, negotiation skills (strategies, tactics and power in negotiation) towards the middle or end of the course. The course can also be taught in MBA/postgraduate in management programmes in business ethics classes to make students appreciate the various approaches to ethics – end-results, duty, social contract and personalistic ethics. It also helps students learn how to institute ethics into the cultural fabric of the organization. In public policy programmes, it could be taught to illustrate the crucial role and at times unintended outcomes of actions of street level bureaucracies in policy implementation. The course can also be taught in refresher training programmes for executives to give lessons in conflict management, mediation strategies, union negotiations and ethics.

This teaching case is based on a real incident that took place in a defence production factory of India in the year 2009. It succinctly unfolds a small showdown between two officers that acquires a disproportionate size and explosive dimension and vitiates the environment of the entire organization. The case is a narration of a small row that in no time became a full-blown organizational dispute with layers of issues. Two officers, one very senior and the other influential, got entangled in a conflict, unfortunately in the presence of a large audience; dissatisfied workers and officers fanned the sentiments and encouraged them to unethically leverage legal privileges by gaming in the name of caste and sexual harassment to gain power in the messy dispute. The protagonist Ram Sharma, the General Manager (head) of the factory, is in a precarious situation as the conflict not only puts his managerial skills but also his moral standards and ethics to test.

After discussion and analysis of this case, the students should be able to: appreciate and evaluate the complexities and multiple facets of an organizational conflict including ethical challenges faced in a real life situation, recommend the options and course of action a manager could resort to in a high stake and time bound situation, learn to develop a basic framework for analysing, negotiations and strategize to resolve a conflict as a manager-mediator in such a situation, learn to handle difficult negotiation bound by complexities of unethical and legal disputes, answer to themselves the criticality of ground level bureaucracy's role in implementation of public policies (optional if the faculty decides to discuss the part provided in the teaching note). For international students, this is a case to learn dynamics of “negotiations in Indian context”. Overall development of critical thinking and analytical skills.

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

Corporate social responsibility (CSR).

The Homegrown case is designed for teaching corporate social responsibility and business ethics at undergraduate and graduate levels. The case may be used on a variety of courses including: corporate social responsibility, business ethics and corporate social responsibility, and business ethics.

In May 2003, the headline of the East African newspaper screamed “The Kenyan Horticultural Industry under fire.” The industry was accused of exploitative labor policies with respect to working conditions, workers' welfare, sexual harassment, and exposure to harmful pesticides by the key stakeholders led by the Kenya Human Rights Commission. The stakeholders had announced plans to conduct national and international campaigns against the flower growing and exporting companies in Kenya. Mr Richard Fox, the Managing Director of Homegrown was worried that the publicity had adversely tarnished the image and reputation of the horticultural industry in Kenya as a whole, including Homegrown. He wondered how best to respond to these allegations. Should Homegrown wait to see what the competitors and other stakeholders would do, as these were industry-wide problems or should Homegrown take the lead? And if so, what should be the scope of the programs, given the diverse nature of the issues? He had to make decision quickly.

The case provides opportunity for students to analyze, discuss, and debate topical issues in CSR. At the end of the case, students should be able to: identify emerging CSR and ethical issues facing the horticultural industry in Kenya; analyze the cost of implementing CSR programs in business organizations; evaluate the impact of CSR programs on business performance; justify and defend choices on CSR, and ethical decisions.

Not included.

The learning outcomes of this study are as follows: use advanced frameworks and tools to convey complex ideas related to corporate social responsibility and ethics; apply relevant concepts and theories of ethics and corporate governance to a practical situation while making decisions; demonstrate understanding of the importance of stakeholders when developing socially responsible thinking; and analyze ethical and legal conflicts that need to be considered by employees in situations of whistleblowing.

Sara Khan was a Pakistani-American who had moved to Dubai in the United Arab Emirates (UAE) in 2015 to pursue her Bachelor’s degree in accounting. After graduation, she started working for a baked products manufacturer, Dough Fresh, which was a business unit of Dubai-based Fresh Foods Co. Three years later, she enjoyed her work in the company that embraced strong ethical values and socially responsible practices. She was recently given the task of delivering a financial statements’, investment projections’ and cost-cutting presentation to the senior management of Dough Fresh. Her performance at completing this task was of critical importance for her obtaining the eagerly awaited promotion to the senior accountant position. One day, while Sara was looking through some files to update the financial statements’ records, she came across a deleted purchase order of poppy seeds that amounted to AED 680,000. While poppy seeds were widely used as ingredients in baked products in other countries, they were illegal in the UAE. After approaching her colleague from the purchasing department, she realized that the purchasing manager, who was the grandson of the chairman, was closely involved in the matter. Moreover, it appeared that poppy seeds were used unwashed, which triggered deleterious health consequences and made them highly dangerous to consume. As Sara spent more time researching about poppy seeds and whistleblowing laws in the UAE, she questioned whether she should divulge this information or keep it for herself. Making this decision was extremely challenging. Because the UAE laws regarding whistleblowing were not comprehensive and constantly evolving, she was not certain whether her identity and reputation would be protected in case she decided to blow the whistle. Even more, she worried immensely about the prospect of her colleagues losing their jobs if this information became public, as many of them needed the money to support their families back home and to finance expensive health-related treatments of their relatives. At the same time, she was also aware that if poppy seeds were consumed by people unknowingly, this could lead to serious and even fatal health consequences. All things considered, Sara was caught between deciding what was the right thing to do.

This case study can be used in a higher level undergraduate business course on Business Ethics and Corporate Social Responsibility.

Teaching notes are available for educators only.

CSS 11: Strategy.

Corporate social responsibility, sustainability and business ethics.

This case has been designed for undergraduate students, with two target audiences. The first is business and management students following modules in corporate social responsibility (CSR), sustainability and business ethics. Here the accent is on allowing the students to explore and debate how CSR agendas are emerging within a specific sector of the retail economy. The second is students pursuing fashion, clothing, textile, retailing and consumer studies degrees and here the focus is on how some of the leading fashion goods retailers are addressing CSR. More generally the case can also be used on “Contemporary Issues” modules within general business and management programmes.

This small case offers an exploratory review of the emerging CSR issues currently being publicly addressed by the world's leading fashion goods retailers. It includes a brief introduction to CSR; a brief thumbnail sketch of the fashion goods industry; details of the method of enquiry; a description of the CSR issues currently being publicly addressed by the top ten fashion good retailers on their corporate web sites; and some critical reflections on the CSR agendas being pursued by these retailers. The case study is novel in two ways. First, it focuses upon what is an emerging market issue rather than on emerging markets per se though a number of the issues raised in the case have major implications for emerging economies. Second, it addresses the CSR issues being addressed by a number of the leading fashion goods retailers and as such it a not a case which relates to individual decision making. While the case is principally focussed upon the retail sector it ranges across the whole of the supply chain.

The paper provides an accessible review of the CSR issues and agendas currently being pursued by the leading fashion goods retailers and as such it will be of interest to academics, students and practitioners who are interested in both the fashion industry and corporate sustainability.

Teaching notes are available, please consult your librarian for access.

This case study may be used in the following academic courses: Theories of Leadership; Leadership and Leaders Organizational Leaders Roles; Management Skills Ethics and Governance; and Ethics and Management Entrepreneurial Management.

This case study may be used in the following academic programs: Bachelor's in Business Administration; Master of Science in Business Administration; and MBA Programs.

There is little doubt, if any, that values shape the decisions, behaviors and corporate moves that business managers and leaders make in their day-to-day operations. The following case study sheds light on the influence of personal values on individuals in leadership positions. To do so, concrete examples of observed behaviors, in cases where values have been honored and positive outcomes have been attained, will be reported. From hiring practices, contract bidding, compensation policies and/or customer service, the Ynna conglomerate group, a Moroccan holding corporation, has been led by a visionary who patiently started his life journey as a shepherd tending ewes, and decades later has emerged as an extraordinary business legend to emulate. Virtually all the decisions taken within his companies are influenced by his moral convictions and his values. Miloud Chaabi, listed in Forbes Magazine as one of the top 40 richest billionaires in Africa, is a principled and revered individual who has been spiritually leading his businesses in various sectors since 1948.

In general, the objective of the case study is to further enhance the understanding of leadership in general and values-based leadership in particular. The case study will assist students in developing their leadership-related skills through the discussion of a real-life situation and experience, and proposing solutions to a challenge face by the company in the area of leadership approaches. The case is designed to provoke and stimulate students' personal reflections about a particular approach of management, especially in a transition period.

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

The case would be specifically useful in courses related to Corporate Governance, Board Dynamics, Leadership, Organizational Behaviour, Corporate Ethics and Strategic Management.

For Post-graduate/Doctoral and Executive Programme/Management Development Programme level courses in Corporate Governance, Board Dynamics, Leadership, Organizational Behaviour, Corporate Ethics and relevant areas of Strategic Management.

The case relates to the imminent departure of Raamit Pell, the founding CEO of Xcelent Services, an educational service provider, to his parental organization at Kozerton after completing his current five-year term. Raamit had moved from Kozerton to become CEO of Xcelent Services. Many of Raamit’s senior executives at Xcelent were not happy about his decision to return. They felt that his departure at this moment might, on the one hand, slow down the ongoing major expansion plans and on the other aggravate a mutiny, under covert Board patronage involving a powerful clique of certain senior executives. The parental agency finally agreed to release him. On the day of Raamit’s farewell, where surprisingly even the clique members were present, many executives appeared sad. Observing the mood, Raamit wondered whether his decision to return to Kozerton was the right one.

To understand the internal governance, leadership and behavioural environment of a company. To understand the impact of internal power equations of a company on the morale of its people. To analyze both the inconsistency between the stated goals of the organization and the revealed actions of its top decision-makers; and the lack of restraint on the power struggle among the top actors of the organization. To identify effective strategies for addressing such issues in future so that their fallouts would be minimized. To relate the behaviour in an organization to the organizational behavioural theories related to leadership, corporate governance, corporate ethics, managerial behaviour and agency problems.

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 11: Strategy.

This case offers the students to see the impact business ethics concepts, including corporate social responsibility, ethical obligation, ethical strategy, alienation, corporate activism, sociopolitical activism, symbolism, transparency, integrity, decoupled organization, opportunism, moral muteness or moral exclusion, etc. Through the student’s own ethical sensitivity, they can then make an informed decision grounded in fundamental ethical theories such as Utilitarianism, Kantianism, Ethics of Care, Virtue Theory, Confucianism, etc.

Data for this case has been gathered entirely from publicly available secondary sources, including online resources, mainstream media reports, biased (opinion-based) media outlets, social media statements from all stakeholder groups (students, business, university) and meeting minutes from campus organizations. None of the named individuals nor entities, in this case, have ever been contacted by the authors.

In Fall 2020, Boise State University contracted a locally owned and operated coffee shop to open a location on-campus. The shop owner was engaged to a police officer who had been permanently injured in an altercation with a dangerous fugitive. For his sacrifice, this police officer was awarded the Medal of Honor from the City of Boise. To support her fiancé, the coffee shop owner displayed a Thin Blue Line flag on the front door of her off-campus location. Students heard of this display and began to voice their objections through administrative and social media channels. The business countered back at claims that they supported racism and ultimately asked to be released from their contract with the university. They closed their on-campus business, having operated the location for less than two months. Media representation of this case created a vocal response both from those who support the business’ use of this imagery and those who support the student’s decision to boycott this business on ethical grounds.

Business ethics: 300–400 level; Business strategy: 300–400 level.

In 2011, Sherry Hunt was a vice president and chief underwriter at CitiMortgage headquarters in the United States. For years she had been witnessing fraud, as the company bought billions of dollars in mortgage loans from external lenders that did not meet Citi credit policy and sold them to government-sponsored enterprises (GSEs). This resulted in Citi selling to GSEs such as Fannie Mae and Freddie Mac pools of loans that were considerably defective and thus likely to default. Citi had also approved hundreds of millions of dollars' worth of defective mortgage files for U.S. Federal Housing Administration insurance. After reporting the mortgage defects in regular reports, notifying and working closely with her direct supervisor (who was subsequently asked to leave Citi after alerting the chairman of the board to these issues) to stop the purchase of defective loans, leaving anonymous tips on the FBI's and the Department of Housing and Urban Development's websites, and receiving threats from two of her superiors who demanded that she change the results of her quality control unit's reports, the shy and conflict-avoidant Hunt had to decide who she should tell about the fraud, and how.

The case gives students the opportunity to recommend how Hunt should proceed based on their analysis of the stakeholders involved. To aid instructors, the case includes Kellogg-produced videos of Hunt—the only on-camera interviews she has ever given—explaining what happened after she reported the fraud to Citi HR and, later, the U.S. Department of Justice. Within the case, students are also briefly exposed to legislation and bodies pertinent to whistle-blowing in the United States, including the Dodd-Frank Act, the Sarbanes-Oxley Act, and the SEC Office of the Whistleblower.

This case won the 2014 competition for Outstanding Case on Anti-Corruption, supported by the Principles for Responsible Management Education (PRME), an initiative of the UN Global Compact.

• Analyze stakeholders' motivations to prepare counter-arguments to the resistance one might encounter when reporting unethical behavior

• Write a script for who to tell, how, and why

• Discuss how incentive structures, management, and culture play roles in promoting or hindering ethical behavior in organizations

• Identify behaviors that help a whistle-blower be effective

• Gain experience resolving ethical dilemmas in which two values may conflict, such as professional duty and personal ethics

Analyze stakeholders' motivations to prepare counter-arguments to the resistance one might encounter when reporting unethical behavior

Write a script for who to tell, how, and why

Discuss how incentive structures, management, and culture play roles in promoting or hindering ethical behavior in organizations

Identify behaviors that help a whistle-blower be effective

Gain experience resolving ethical dilemmas in which two values may conflict, such as professional duty and personal ethics