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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

The learning objectives (or expected learning objectives and outcomes) are to be achieved by linking them with particular concepts, theories and models. These include conducting a situational analysis of the social business, namely, Lilly Apartments’ Welfare Association; explaining the characteristics and mindset of the leadership, particularly the social entrepreneurial leaders; analysing the conflict among the team members; and designing strategic solutions for combating crises and attaining operations’ effectiveness.

Lilly Apartments’ Welfare Association Karachi was registered under the Act of 1860 of the Government of Pakistan. The members established this Association to oversee the affairs of the maintenance of the apartments, including the provision of utilities, particularly water, sanitation, lifts, generators, parking, security and a park with a small play area for children. The front-burner issue of the Association consisted of mis-governance (causing underperformance), including maintenance of buildings within apartments; recovery of funds from the past executive committee (EC) members due to their massive corruption; managing defaulters’ issues (i.e., the members who did not pay their monthly maintenance fees) and deficiency of funds; inefficient and corrupt practices of the majority of the employees, including one manager and two supervisors; and task-related and personal conflicts between the leadership members. The EC of the Association was elected every year and presently it had only four months left. The research design used for this case study involved conducting 12 interviews, four each involving EC members, former EC members and senior residents, which were analysed to learn the challenges and achievements of the Association. Moreover, pertinent records of the Association were reviewed. The canons of research ethics and soundness were applied.

This case study is suitable for the students of social entrepreneurship or strategy or strategy and leadership. The study level is for graduates in management science, including MBA and EMBA students. This case study is suitable for teaching at any point but ideally near the middle or end of the aforementioned courses.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

On completion of the case, the students will be able to understand the concept and importance of sustainability; understand how triple bottom line can help a company make a transition towards sustainability; evaluate the tensions between the three pillars of triple bottom line approach; assess the role of circular economy model as opposed to the conventional linear model in the transition of a company towards sustainability; and understand the sustainability challenge in an emerging market context.

Despite the promising growth potential of the plastics industry in India, it is faced with sustainability challenges owing to its detrimental impact on environment. To preserve the environment and human kind, the government made a bold announcement in 2018 to eliminate the use of highly polluting single-use plastics (SUPs) in the country. Amid this growing sustainability threat against plastics and the fall in demand of SUP items, this case illustrates that Sandip Patel, the plant manager of Cello Plastotech, is entrusted by the CEO with the responsibility of adopting a triple bottom line approach encompassing its three pillars, that is, people, planet and profits, as a response to the sustainability challenge. The strategic rethinking towards adopting sustainability required Patel to face the challenge of striking a balance between the three pillars of triple bottom line while also taking some valuable insights for plastic waste management from the circular economy model. While making a transition to sustainability, he needed to evaluate different options like stopping the manufacture of SUPs and look for alternatives, use of biodegradable raw material which was expensive but environment friendly or manufacture such durable plastic products that would replace SUPs.

The case is aimed at teaching the topic Triple Bottom Line approach in the courses of business strategy and sustainability in under-graduate and post-graduate level courses in the discipline of Management. It can also be used as a supplementary reading in courses like Corporate Social Responsibility and Circular Economy. In emerging markets’ context, these topics are generally taught to MBA students in courses like strategic management, sustainable business and business ethics.

Teaching notes are available for educators only.

CSS 11: Strategy.

Upon completion of the case study, the students will be able to find the challenges and underlying structures that cause the problem; the students will be able to identify the dynamic variables and develop the interconnection and interlinkages among the time-delayed variables to build the story of the business case; the students could develop the block diagram and could build the system dynamics model using the simulation software STELLA, and if they do not have the simulation software, even then they could have a mental model to understand the problem well; the system dynamics students can design the policies to make the system better behaved and recommend solutions; and the students could make mind maps and develop the mental model and could recommend solutions and way forward to overcome the challenges and solve the issues.

Tradeasia is a small-scale manufacturing firm that had started its business activities near Sundar Industrial Estate, Raiwind, in September 2007. The company’s prime focus was to buy the potato starch from chips manufacturing companies and, then, extract the potato starch from the waste potato using its own machinery and sell it as a sizing agent to textile mills. Quality characteristics in terms of better millage and enhanced gullibility made it compatible with Rafhan corn-based starch. The major challenge linked to potato starch was its degree of wetness; the potato starch either extracted from rotten potato or procured from the potato chips manufacturing companies had a high degree of wetness and moisture content. Wet potato starch sometimes had more than 60% moisture content, which was really a challenge. Owing to the high degree of wetness, the wet starch was prone to fungus growth, and within hours, the fungus created toxins if it was not dried immediately, and then after 24 h, toxins acquired a black colour, and they became hardened like pebbles. The starch then was unusable even for sizing purposes for textile products. Reduction in the degree of wetness was really a big challenge and demanded prompt action and high productivity of the operational staff to make that product dry for sale purposes. This was the biggest challenge that ended up in huge inventories of wet starch. Capacity constraints and operational inefficiency killed the company’s productivity and affected the company’s profit.

This case study is written and developed for MBA and MS-level supply chain students of the system dynamics course or those studying management of supply chain complexities. This case study discusses the operational challenges while running the business; huge inventories, capacity constraints and inefficiency in production operations were the challenges associated with almost all manufacturing industries. This case study discussed not only why such challenges are appearing in the business but also the solution that resided in the wisdom shared by the employees in the board meeting. An integrated system dynamics model could be used to design the policies to overcome such challenges. Even the block diagram of the model and causal loop diagram could help to conceptualize the problem and explore the way forward.

Teaching notes are available for educators only.

CSS 7: Management science.

After completion of the case study, students will be able to learn, understand, examine and customize leadership styles per organizational culture; understand the conflict management styles of a female leader; and comprehend the organizational change process to devise an effective communication strategy.

Ever-changing business demands managers adopt organizational change in leadership styles, business processes, updated skill sets and minds. One must be ready to understand influential nurtured corporate culture and human resource resistance towards the inevitable change. This case study attempted to discuss the female protagonist dealing with an organizational conflict. The case study introduces one such protagonist from a century-old woman’s educational institution. Subsequently, this case study presents organizational change under the leadership of a female protagonist. This teaching case study gives the reader an insight into situational leadership, conflict management styles and the corporate change process by implementing an appropriate communication strategy. This case study describes the change process through the various decision-making scenarios that an academic institute over a century old faced during the post-pandemic crisis after adding a crucial protagonist. The employee union, followed by students and administrative employees, has challenged the dominating leadership position held by the college principal. Protests occurred due to the college administrator’s refusal to adjust her approach to leadership. This teaching case then provided different leadership styles of the current and old leaders. Finally, the case study lists the challenges a leader faces during turbulent times and the lessons a leader should learn from such situations while transforming the institute.

The teaching case benefits undergraduate students in business management subjects such as conflict management, leadership and organizational behaviour. Nevertheless, trainers can use this case study to teach seasoned managers and emerging leaders the significance of adopting and implementing change while understanding situational leadership.

Teaching notes are available for educators only.

CSS 10: Public Sector Management.

This case was developed through secondary sources in response to the environmental concerns being raised in legal actions, company documents, online forums, trade press articles and academic research relative to Li mining practices, a key material in Li-ion batteries. The case focuses on Tesla’s actual and potential response to the environmental and humanitarian concerns being raised with its battery supply chain

Tesla was one of the world’s leading producers of Li-ion batteries which were critical to its EV and battery offerings. Unfortunately, sourcing rare earth metals, such as Co and Li, which are key components in these batteries, raise several environmental and social concerns. This case highlights senior leadership considerations critical to environmental, social and governance (ESG) issues, including environmental tradeoffs and issue management. The case highlights the complexity of strategic decision-making in innovative and ESG contexts and challenges the students to contextualize the trade-offs behind each decision and the potential impact to associated stakeholders.

Level: Upper undergraduate and masters. Majors: Management; technology & innovation management; environmental science; science, technology & society; supply chain management; business ethics. Courses: Strategic management (social issues in management, strategic management, technological innovation); technology & society; ethics, supply chain management. Time: 60- or 90-minute class session. Supporting texts (depending on course context): Strategic Management of Technological Innovation. Schilling, M. McGraw Hill, 2017. Contemporary Strategy Analysis. Grant, R. Wiley, 2017. Society, Ethics & Technology. Winston, M., Edelbach, R. Cengage, 2014. Principles of Supply Chain Management. Wisner, J., Tan, K., Leong, G. Cengage, 2019.

This case was developed via primary data collected from personal (one to one) interview with the CEO and founder of Dialogue in the Dark Malaysia (Dialogue Malaysia), Stevens Chan. With Stevens’ contact, the authors also conducted personal interviews with Kaye Chan (co-founder and wife of Stevens Chan), Lynn Foo (project manager since inception until early 2022) and Dr Foo Yin Fah (academic researcher in social entrepreneurship and advisor for Dialogue Malaysia). Secondary data included reports on visually impaired context in Malaysia, Dialogue Malaysia’s annual reports and online articles. Prior to the primary data collection, the authors obtained ethics approval from the University Human Ethics Committee (Project ID: 35461).

This case narrative focuses on Stevens Chan, a blind social entrepreneur who champions the empowerment of the disabled and marginalised community. Through a social franchising model, Stevens founded Dialogue in the Dark Malaysia in 2012. As a social start-up, Stevens showcases the strengths of blind and visually impaired individuals through transformative experiential encounters and reimagining future possibilities. Although there are constant challenges in securing financial and human capital, Stevens never lacks psychological capital, characterised by hope, self-efficacy, optimism and resilience. His vision is to educate society on the power of empathy (and not sympathy) and to create a holistic experience of celebrating diversity and inclusion through an innovative discovery centre, where the elderly and the disabled community (including the deaf, mute and those with mobility issues) share their lives with the public through fun activities. However, the future of this social enterprise is uncertain, and this case invites participants to embark on this journey with Stevens to uncover future pathways for growth and social impact.

The case is tailored for higher level undergraduates and entry-level and mid-level managers of executive education programs.

The case is aimed at providing students with an opportunity to understand various aspects of corporate governance and the consequences of poor corporate governance. The case addresses the following objectives: The students need to assess the role of the board in implementing corporate governance. The students should be able to explain the conflicts experienced by various stakeholders in an organization. The students need to evaluate the balancing act of growth and governance in a startup. The students should be able to determine the current state of business sustainability of the high-growth startups in India.

The case presents the challenges faced by the CEO of BharatPe, Suhail Sameer. Beginning in 2022, Bharatpe was in deep trouble as there were allegations of financial mismanagement, toxic work culture and widening losses. Co-founder Ashneer Grover and his wife Madhuri had to leave the company following charges against them. As Grover was the face of the company, Sameer would have to quickly act on filling the void and reassuring investors. Because of the uncertainty, scores of employees had already quit or were looking for other jobs. Questions were also raised about the board’s inaction and lack of proactive measures. After a meteoric rise for three years, BharatPe was struggling to survive the whole episode and put its focus back on business.

The case is intended for MBA students in corporate governance, organizational behaviour, business ethics and strategic management areas. As the case reveals the impact of poor corporate governance, it can also be used for executive training purposes on corporate sustainability, governance and leadership with a special focus on Indian startups.

Teaching notes are available for educators only.

CSS 11: Strategy.

The data for this case was collected from legal and business research databases (Lexis, ABI/INFORM)) and from business press sources (for example, Forbes, the NY Times and the Wall Street Journal). Emails between the Egg Board, the Food and Drug Administration and key players at Unilever are referenced throughout the case and were provided by the United States Department of Agriculture’s Agricultural Marketing Service Compliance Branch and obtained pursuant to the Freedom of Information Act. Federal regulations and codes, as applicable, are also referenced (The US Code, the Code of Federal Regulations).

This short case presents the problems of Just Mayo, a start-up company, in maintaining and growing market share in an industry dominated by a well-established, multinational firm. In 2011 Hampton Creek (renamed Just, Inc in 2018) began operations as a manufacturer of plant-based food products. One of its earliest products was Just Mayo, a sandwich spread with all the attributes of traditional mayonnaise except without eggs or other dairy products. Shortly after Just Mayo was introduced, Unilever – a multinational conglomerate and food giant, sued Hampton Creek, claiming that use of the name “Just Mayo” amounted to false advertising and unfair competition.

This case is a learning tool for management, business law and ethics students at the undergraduate level. It was used in 2019 in a business law class at the sophomore and junior undergraduate level, where the focus was primarily on ethical considerations for all parties, understanding the role of regulatory agencies, and the legality of the strategies used. However, this case is equally applicable for a management or strategic management course with a focus on analyzing the tactics used for maintaining competitive advantage. A stakeholder analysis for various parties in either of these courses would also be suitable. Instructors addressing some of these topics together should find it particularly useful.

This case was developed from both primary and secondary sources. Primary sources were interviews. The secondary sources include legal opinions and journal articles.

In 2012, Scot and his co-owner, both experienced groomers, planned to open their own grooming business. Scott talked with his accountant about the best legal entity for their situation, and the accountant advised Scott that a limited liability company (LLC) would be the best choice. The accountant steered Scott to Legal Zoom, an online legal resource that helps people form business entities, including LLCs. A few years after starting their business, Scott and his co-owner reached an impasse: Scott wanted to expand the business; his co-owner did not. Scott talked with an attorney and learned that the standard form LLC operating agreement from Legal Zoom did not cover this kind of situation. How is an LLC formed? What are the consequences of a flawed LLC formation? What kinds of duties do accountants owe business owners?

This case was written for use in an undergraduate introductory business law course, an introductory accounting course or an accounting ethics course. The focus of the case supports classroom discussion for online and face-to-face instruction regarding business entity formation and fiduciary duties. Educators who use critical thinking in lessons to apply information about the roles of accountants and attorneys working with business owners can use this case to explore and discuss the impact ethical decisions can have on business owner clients.

Through evaluating and examining this case, students will be able to:

• understand what an LLC is and explain how one is formed;

• recognize the consequences of flawed LLC business entity formation; and

• articulate the roles of accountants in the formation of an LLC.