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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

“Jessica’s dilemma: honesty or loyalty” is the true story of a Staff Accountant, Jessica, who discovered embezzlement by the controller, Michael. Jessica worked at a US subsidiary of a multinational organization. One of the company’s vendors contacted Jessica regarding unpaid invoices. Following up on the inquiry, Jessica found suspicious manual journal entries in the general ledger. When she questioned her boss, Michael, about her findings, he first denied the situation, then blamed another employee, and ultimately tried to intimidate Jessica so that she would not press the issue. Jessica’s investigation led to the discovery that Michael had been embezzling money from the company. To complicate matters, Jessica and her husband had a close relationship with Michael and his wife outside the office. Jessica had to make a choice between being loyal to a family friend and being honest and loyal toward her employer.

The authors obtained the information for this case from the staff accountant and her husband via a series of interviews. The information was verified via publicly available news articles on the presented case. Additionally, legal documents, which were publicly available, were also used for information. The name of the company and the names of the individuals in the case were changed to protect the identities and privacy of the involved parties.

An instructor can use this case in business ethics, introductory management, human resource law or accounting courses targeting undergraduate or introductory MBA students. This case is best used in the beginning of the suggested courses, as the instructor introduces ethical dilemmas, ethical frameworks, and stakeholder theory. The case is designed so that students do not need a background in business or business ethics to be able to successfully complete the case analysis. Additionally, the case provides a platform to discuss the differences in an ethical vs an unethical manager and how to respond to such a situation.

Many employees are afraid to report ethical wrongdoing to upper management, or to engage in ethical dissent. When upper management is receptive to reports of wrongdoing, ethical dissent within the organization to upper-level management has more organizational benefits than when the issue is shared with coworkers or external agencies. This is because upper management has the power to make a difference in the situation and may be able to keep the situation within the organization to eliminate possible reputation problems for the organization. The presented case can be utilized to discuss the importance of feeling safe in an organization as it pertains to reporting wrongdoing within the organization and how organizational culture and leadership can enhance or diminish that feeling.

In the 1990s, Mike Flanagan foresaw video moving from analog to digital and developed an equipment rental business to meet the needs of the entertainment/media production industry. By 1996 he established a second company to offer training in the use of Avid, a digital video-editing program. Flanagan sold the rental business in 1998 and by 2002 expanded the training away from a business model to a full-fledged college business model. By 2014 what started as a successful training program developed into a negative interaction with the US Department of Education and Flanagan found himself being forced out of business.

This case was originally a client-based project conducted real time in an MBA-level marketing course at the Graziadio School of Business and Management at Pepperdine University.

The case is well suited for a variety of business and law courses that integrate ethical decision making in their curriculum at the undergraduate and graduate levels. The case allows for a greater understanding of the implications of managerial behavior tied to ethical beliefs and the possible outcomes that may result. It also allows for a stronger grasp of the integral nature of management, staff, consumers and outside organizations on the pervasive impact of non-ethical behavior. Last, this case creates a framework for students to assess how ethics influence managerial behavior that will affect an organization’s success.

What ethical duties and obligations does a business owe to its customers and other stakeholders? Is ignorance an excuse for failing to meet those ethical obligations?

Students apply the new Institute of Management Accounting (IMA) ethics standard to “contribute to a positive ethical culture” and advice to “actively seek to resolve an ethical issue.” By learning and practicing how to voice concerns students gain confidence in this approach to resolve ethical issues. In addition, most students are inspired by the moral courage of the chief financial officer (CFO) and report an increased resolve to have moral courage.

The case was based on the CFO’s published account of his experience and supplemented with an interview. It has been gradually refined in an ethics course for accounting students over several years and evaluated from a sample of students who completed the course.

The CFO of a mining company was pressured to pledge collateral that was already pledged on another loan. The CFO courageously refused his supervisor’s request and resigned his position immediately (flight). In its ethics guidelines, the IMA requires its members to actively seek to resolve ethical issues internally before disassociating from the organization (fight). In addition, ethics writers Gentile (2010) and Badaracco (2001) suggest ways to communicate ethical concerns. In this case, accounting students learn how to resolve ethical issues using the ethics guidelines and suggestions by analyzing and writing about the experience of the CFO.

The case is used in a graduate ethics course. It may also be used in undergraduate accounting courses.

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.

After completion of the case study, the students would be able to comprehend the crisis at hand for Milkbasket, why did it resist Reliance’s takeover in the first place, then to evaluate the pros-cons and future prospects for the organization post-acquisition; to evaluate from an ethical standpoint the process of mergers and acquisitions using ethical frameworks to understand how, when, to whom and through what processes do mergers and acquisitions qualify the test of being ethical; and to analyse different hostile takeovers, especially through tender offers, proxy contests and toehold bidding strategy in this case.

Founded in 2015, Milkbasket was a micro-delivery start-up based in Gurugram (near New Delhi), India. Milkbasket would let its subscribers order till midnight and deliver groceries, milk and other everyday essentials to its subscribers before 7 a.m. next day. It had burnt a lot of cash and was facing difficulty in getting investors; as such they were engaged in discussions with many companies. Two of them – Reliance Retail Venture Limited and BigBasket – were not accepting the proposed valuation, but Milkbasket got term sheets from other two companies.

This case study can be used for graduate courses on strategic management, business ethics and corporate governance. This case study can also be used in corporate finance course to highlight the importance of making ethical/responsible judgements to protect stakeholder interests.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

The learning outcomes are as follows: students should be able to provide definitions for ethical dilemmas; students should be able to identify ethical dilemmas in a real business context; and students should be able to determine the outcomes of applying given decision-making models to a specific scenario.

The aim of this study is to demonstrate the complexity of ethical decision-making in start-up enterprises in emerging markets. The study draws on two well-known decision-making models to illustrate how their application in this context may lead to conflicting outcomes. The study data was collected through reflective entries provided by the business proprietor. These were followed up by three in-depth interviews. The data was supported by analysis of company documents provided by the case. The study demonstrates the crucible moments in entrepreneurial startups that give rise to ethical questions and the need for decision making. It demonstrates the complexity of ethical decision making in emerging contexts. The study business elected to maintain anonymity for commercial protection. This limits the scope of information that may be divulged. The study and the accompanying teaching note provide context for how to apply decision-making frameworks to real business dilemmas. This study contributes to scholarly work on teaching business ethics to undergraduate students.

Final Year Undergraduate.

Teaching Notes are available for educators only.

CSS 3: Entrepreneurship.

Ethical decision making, business ethics.

This case is applicable to MBA, EDP and EMBA courses.

TOREAD, a professional provider of outdoor equipment in China, started in business by producing and selling tents. To meet market demand, TOREAD expanded its product line which ranges from outdoor durable tent products to “pan-outdoor” products including footwear and clothing. During the critical expansion phase, TOREAD was challenged by a quality problem in a batch of outsourced sandals that had been manufactured by a contracted supplier. By researching different options and going through an ethical decision making process, TOREAD made the choice of destroying all “problem sandals”. Since then, TOREAD has focused development on product quality improvement and product innovation to establish a sustainable brand image and generate social benefits. TOREAD's decision making in the critical development phase helped it to become the leader in the outdoor product industry in China.

This case may be used for courses such as business ethics and strategy. By learning this case, students can understand the process of making ethical decisions when facing moral dilemmas among corporate decision makers, employees and relevant interested parties, and learn how to make strategic decisions to balance company profit growth and social benefits in critical development phases.

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

Ethical Entrepreneurship; Internationalization of small and medium enterprises (SMEs).

Bachelor and Master courses in International Management and Entrepreneurship.

A German medical scientist developed a product which was able to absorb alcohol in blood and consequently reduced the alcohol-level. He tested it with the participation of 170 volunteers at a private party. The product was consumed after alcohol consumption and the result was an alcohol reduction by 20-70 per cent. In addition, the volunteers had either no or only small symptoms of a hangover. The students shall discuss the different business models the medical scientist could implement by taking into account ethical issues. To give them necessary working data, the case includes European environmental data (including information about the European food industry and the functional drink market), an insight into the European legal issues of starting a business in the food segment (including definitions of “food”, “food supplement” and “health claim regulation” and how these factors impact entrepreneurial decisions), current events in the European food branch and examples of possible competitors. The case is built on a real product development and on current information and facts.

To become involved with entrepreneurial thinking and entrepreneurial decision-making. To debate ethical issues in the entrepreneurial process. To become aware of the complexity of internationalization in the field of SME as well as to reflect upon and sketch appropriate strategies.

Teaching note.

The theoretical basis for this case is a focus on ethical decision-making based upon a decision-making tree proposed by Bagley et al. (2003). Once multiple options are determined as ethical, integrating authentic leadership into the decision-making process can help leaders made difficult decisions.

The authors conducted extensive research through IBISWorld, EBSCOhost, and academic journals to review ethical decision-making and authentic leadership. The authors successfully piloted the case with over 100 undergraduate and graduate students enrolled in leadership courses.

The case describes an ethical decision a young commanding officer must make. A soldier under their leadership has been charged with an inappropriate relationship with a minor. The officer must decide between two actions that are legal within the military justice system. Each decision has ramifications that will significantly affect the organization.

The case is best taught in undergraduate and graduate leadership courses. Course participants do not need a detailed understanding of military leadership or military law to apply fundamental concepts.