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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

Leraning outcomes are as follows: demonstrating how companies in the Indian market are using competitive advertising; giving participants an overview of the regulatory framework for advertising in India; highlighting the complexities arising out of the multiplicity of advertising regulations and institutions in India; appreciating the legal and ethical perspectives of advertisements and self-regulation; and evaluating the stance taken by both the parties in this particular case to develop multi-stakeholder perspective.

A recent advertisement by international conglomerate Hindustan Unilever Limited was severely criticized for insulting Indian values by Baba Ramdev, promoter of India's largest Ayurvedic Company selling Indian indigenous and natural alternate medicinal products. It was in a complete reversal of the scenario between 2015 and 2018 when other Indian consumer goods companies complained against advertisements released by Patanjali. Indian fast moving consumer goods sector is witnessing a trend of competitive advertising in which companies are downplaying and criticizing the competitors. Though quite old, this trend caught momentum when Patanjali Ayurved Limited, a new player in the market, started advertising aggressively in 2015–2016. It resulted in many complaints by the aggrieved parties in the industry bodies and different courts of law in India. A part of the confusion comes from the diversity of advertising regulations across different Indian platforms and the absence of a clearly defined institutional framework for resolving such disputes. Consequently, most such disputes land up in the court of law in India. The case study builds an understanding of the legal framework within which companies are governed for brand promotions and creates a contextual ethical dilemma to drive the discourse on advertising through self-regulation in India.

This case is meant to benefit students pursuing a graduate or upper-level undergraduate degree in management or law/business law.

Teaching notes are available for educators only.

CSS 8: Marketing.

The case focuses on the following theoretical basis: • conflict management and its resolution; • multiculturalism and workforce diversity through the lens of Hofstede model; and • the Policies, Legal, Universal, and Self model of ethical of building an ethical organization.

Field study with the leadership team as well as with the key talent (people).

Conflictorium, situated in Ahmedabad since 2013, is a museum which acknowledges and discusses conflict through various art forms. Since its inception, the museum has fostered values like diversity, transparency and care reflecting in how it deals with its people and finances. Now, as the museum plans to reach out to new audiences, it is confronted with a challenge to preserve its cherished values and still expand its activities.

This case study is intended for graduate and postgraduate management students.

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?

This case is based on an in-depth interview with Sean Ansett on March 6, 2020 in San Francisco. For a good reference book on the interview method in social science, please see Seidman (2019). Ansett is an alumnus of the Lam Family College of Business at San Francisco State University. A follow-up interview was conducted on December 13, 2021, via Zoom. The case situations are factual, but the names of the luxury brand, the factory and the Tunisian social auditing firm were disguised. Selected video clips of the interviews are available upon request.

In 2010, Sean Ansett, a social auditor with more than 25 years of experience in promoting workers’ rights in the global supply chain, faced a momentous decision. He was hired by a luxury brand company to conduct a social audit of a Tunisian leather goods factory. During his visit to the factory, he observed the troubling signs of child labor and alarming health and safety concerns in the work environment. Should he report the factory’s situation to the local authority? What should he advise his client, the luxury brand company, to do? Ansett realized that this was not a cut-and-dried decision as reporting to the local authority may affect workers adversely if the factory was closed. This case highlights the ethical dilemmas of human rights in the global supply chain. It also raises critical questions for multinational firms regarding what constitutes an ethical brand and how to ensure effective code of conduct implementation.

This case can be used in undergraduate or graduate business courses or curated sessions and seminars related to corporate social responsibility, ethics and social auditing in supply chain management.

The contribution of the present case lies in the critical view that every business actor should exercise – be it general manager, middle management, supervisor or executive – when building a strong organizational culture in corrupt political environments.

The purpose of this case study is to explore the dilemma in which Marcelo Odebrecht, once CEO of Odebrecht, found/determined whether to continue with the business model established by the founders of Odebrecht or take a new path for the organization. After exploring the corrupt acts of Odebrecht and the scope of Operation Lava Jato, the reader can reflect on the importance of organizational culture (according to the three levels proposed by Schein) in the face of the emergence of corruption. By generating discussions about organizational culture, business ethics, political culture and corruption, the organizational culture of Odebrecht is problematized in relation to its real behavior.

Students of administration, business and international business undergraduates and graduates, as well as members of senior management in companies in the infrastructure sector. Also, given the plurality of possible readings, it is recommended that the case also be used in courses or specializations in organizational psychology, organizational sociology or organizational anthropology.

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 5: International Business.

This case extends existing social enterprise theory about how an organization balances its mixed goals: financial, social and conservation. Both growing demand and management transition bought about the challenging issue of sustainability.

The authors have applied the case for undergraduate and postgraduate programs.

The central protagonist is Mr Samson, a local authority who has to make a decision on whether he should approve or reject the budget with aims to take over the Surabaya Zoo. This is about debate whether conservation social-enterprise should involve human intervention or follow the natural path.

This case introduces some concepts and implementations about social enterprise and public policy. For the undergraduate program, the case is designed to introduce the concept of social enterprise and public policy. For the postgraduate program, the students are encouraged to enhance their analysis through conducting feasibility studies including financial sustainability and ethical analysis.

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

In writing this case, the research team used secondary resources such as academic journals, trade magazines and websites to inform and verify the information.

January 7, 2021, was not a good day for Goya Foods CEO Robert Bob Unanue, who has been at the helm of Goya since 2004. On that day, the nine-member board of directors of Goya censured Unanue for publicly questioning the legitimacy of the 2021 United States Presidential election. A day before, on January 6, a mob “trapped lawmakers and vandalized the home of Congress in the worst desecration of the complex since British forces burned it in 1814” (Hockstein, 2021).

Unanue was considered a follower of former president Trump and has expressed that “the country was […] blessed to have a leader like President Trump, who is a builder” (Hawkins, 2020). In January 2021, Unanue appeared on Fox News and said a “ war was coming,” as Joe Biden’s election was “unverified.” These, among other words, motivated the censured by the board of Goya Foods, Inc. (Santana and Isidore, 2021).

Students are asked the following questions for discussion: Did the board of directors of Goya Foods carry its role too far by openly censuring Unanue? Did Unanue go too far by openly expressing subjective opinions and thus influencing how people view the election results? Should he have remained as CEO of Goya Foods after his words on Joe Biden’s election?

One of the authors has taught the case in the Strategic Management course for MBA students. In addition, graduate students of corporate governance, business ethics, social responsibility and leadership, among other classes, will be the target segments for the case.

1. Recognize the effects on brand image and sales when CEOs participate in political arenas and publicly discuss social issues.

2. Understand the dynamics behind ethnic family businesses, such as their governance and conflict resolution approach.

3. Assess the value of the corporate board’s management of corporations.

CCS11: Strategy

Aramex PJSC: carving a competitive advantage in the global logistics and express transportation service industry.

Entrepreneurship, International Business, Strategy.

Post-graduates, Practitioners.

This case chronicles the Aramex PJSC story of entrepreneur Fadi Gandhour. The case looks at the new start-up, its growth and financing plans for expansion and how it got a competitive advantage in an industry dominated by big players. Aramex, as of 2012, was the only Arab company to have successfully listed on the NASDAQ Stock Exchange. After 30 years at the helm of the company, Fadi Ghandour, the Chief Executive Officer (CEO), was stepping down and was being succeeded by regional head, Hussein Hachem, the CEO of Middle East and Africa. Aramex had a competitive edge in emerging markets, and Fadi and Hussein knew that the route to sustainable growth was to capitalize on this opportunity using organic growth, acquisitions and strategic alliances.

Strategy included looking at gaining a competitive advantage in the Middle East, North Africa, South Asia and other emerging markets. Lessons are provided on capitalization of opportunity, funding and creating an organization culture that is sustainable and reflects the Founder's ideal.

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

Judy was a high-performing professional manager who was with her company for 15 years and was a manager for six. She was a confident, positive, and happy person but recently lost her confidence in herself and her abilities. She dreaded going to work because she never knew what she would face from her boss, Dennis. Dennis was a brilliant man who was recently promoted to Senior V.P. He was condescending, and he humiliated people in public. Complaints to the CEO and a harassment claim produced no results. Dennis did the CEO's dirty work and served a role needed in a fast-paced and profit-driven corporate culture. Judy enrolled in an MBA program to build her resume and her self-confidence. She faced a critical juncture in her career. Should she quit, transfer, complain to HR, or confront Dennis?