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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

They are as follows: to identify strategic growth opportunities for SMEs in the South African craft beer industry; to understand the complexities associated with operating a craft beer SME in the South African alcohol sector and analyse the SME’s strategic decision-making process that happens as a result; to understand the challenges and identify opportunities for entrepreneurship and growth in an emerging economy and niche segment; to develop a differentiation strategy for a small player in a competitive market; and to impart industry-specific knowledge and insight on the craft brewing industry.

The case is centred on the challenges that Hein Swart, managing director of Mitchell’s Brewery, is facing in sustaining business operations amid heavy regulations and increasing competition from existing craft breweries. In addition, there is the entry of a different type of competitor into the South African market that did not exist previously. The case narrative broadly presents several industry themes that interact with each other and create the existing complexities.

This case is targeted at postgraduate business school students with some work experience who want to build their critical thinking, business management and strategic decision-making skills such as Masters of Business Administration (MBA) and Executive MBA academic programmes, and also delegates on Executive Education programmes. The case is expected to be used as a case study for courses in entrepreneurship and strategic management; however, it can also be applied in strategic marketing courses.

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 3: Entrepreneurship

This case study aims to ensure that, students should be able to recognise the behaviours that influence the in-member out-member categorisation that transpires in the workplace, both from the leader’s perspective and that of the followers; determine and understand the relevance of forming interpersonal relationships in the workplace and that interpersonal relationships create fundamentally positive or negative work experiences and impact on career opportunities in the workplace; gain an understanding of the internal bias and subjective comfort that leaders must actively overcome to establish an environment in which the entire team becomes in-group members; and be able to assess the contextual variables that contribute to the negative or positive aggravation of the leader–member exchange.

It was 16 October 2014, and Nonkululeko Gobodo, Executive Chair of accounting firm SizweNtsalubaGobodo, was looking to her younger sister, Notemba Dlova, for emotional support, as she sought to address an important issue that was on the agenda of the firm’s board of directors’ meeting the following day. Tensions between her and Victor Sekese, Chief Executive Officer of the firm, were mounting, and a number of the directors were unhappy with the status quo. “How do you think I should address the issue?” she asked Dlova. Both sisters knew that at stake was Gobodo’s future at the firm she had battled so hard to build up in the face of racial and gender stereotypes.

The case study is appropriate for use in a range of postgraduate courses aimed at Master’s in Management and Master of Business Administration (MBA)-level students. It is also suitable for use in postgraduate diplomas in business and executive education short courses.

Teaching notes are available for educators only.

CSS 6: Human Resource Management.

This case involves the March of Dimes (MOD) Foundation, the “leading nonprofit organization for pregnancy and baby health.” MOD’s mission was to support medical research, organize volunteer workers, and provide community services and education to save babies’ lives (www.marchofdimes.org). The strategic issue in the case involves creating awareness of both the mission and services of MOD and the critical issue driving that mission – premature births. The organization must create a desire for various target markets to take action in response to the problem. The main protagonist is Doug Staples, Senior Vice President for Marketing and Communications.

Data were collected via personal interviews with the primary protagonists, Doug Staples, and Mike Swenson of the Barkley agency. The MOD provided quantitative Gallup studies they commissioned, as well as documents unveiling the roll-out in the San Jose, CA region. The Barkley Agency provided qualitative data from a study which consisted of eight focus groups conducted in two markets and ten personal interviews. Secondary research was used to provide a support for industry and market data, to supplement organizational facts provided by the MOD, and to identify and link marketing theory to the situations provided in the case. The organization, facts and characters in this case were not disguised. MOD was consulted throughout the case development process.

This case study is recommended for marketing courses at the undergraduate level. It is most appropriate for marketing management, introductory marketing, or marketing strategy classes. Additionally, this case is a good fit for courses focused upon not-for-profit marketing issues.

The strongest opportunities to apply theory using this case relate to branding (see De Chernatony and Dall’Olmo Riley, 1998 for a content analysis of the brand literature). These theories include brand image and personality (Aaker, 1997; Belk, 1998; Grohmann, 2009), brand awareness (Aaker, 2002), brand involvement and customer loyalty (Brakus et al., 2009), brand engagement (Sprott et al., 2009), brand relationships (Breivik and Thorbjornsen, 2008), and brand equity (Aaker, 2002, 2008). Specifically, question 2 addresses brand personality, and questions 3 and 4 explore relationships with the brand such as the emotional power of the brand and brand association. Question 6 focuses on positioning strategy.

The data used to present this case was collected from secondary data sources. These sources included media reports associated with Michael Jordan and his trajectory since entering the sport, as well as specific information published about his time at the Chicago Bulls. Another key source of information is the ESPN documentary conducted specifically on Jordan’s relationship with his National Basketball Association (NBA) team.

The case follows the story of Michael Jordan, who took his team, the Chicago Bulls, to fame in a rather controversial manner. To do so, Michael Jordan had to alter his leadership style over the years to be respected as a leader and motivate his team to win one NBA championship after another. On 20th April 2020, ESPN’s “The Last Dance”, a 10-part documentary about Michael Jordan and his time playing for the Chicago Bulls was released to much acclaim. The documentary became highly noted as Jordan himself, both directed and starred in the documentary. Jordan’s great achievements stood out, but so did the conflicts that the basketball star had with The Bulls’ management team and mainly, his teammates. Relationships between teammates were far from harmonious, which led to questions around whether Michael Jordan was as good a leader, as he was a star player. Cultural change within the organisation was primarily linked to the often-contested leadership of Jordan.

The case can be used at UG, MSc and MBA levels. It works for in-person teaching and for online teaching. It is most suitable in leadership, strategy and strategy in practice courses. However, it is critical to note that the case can shed light on the dynamics that leaders and teammates have within their teams. Therefore, this case may be valuable to students studying courses where they themselves must work in groups and oftentimes encounter challenges in managing their team. These challenges can arise at all levels of experience. As such, the case provides particularly useful reflection for decision makers who may be beginning to develop their leadership skill (UG), those who have already experienced working in teams (MSc) or leading teams themselves (MBA, Executive MBA). The case addresses the challenges associated with achieving high team motivation and performance. It also sheds light on the challenges associated with leading a cultural change within a team and the approaches of different actors involved. It may be best to introduce the case in the context of a (1.5–2 h) workshop once students understand the basic frameworks and tools used to analyse leadership styles and their characteristics.

This case can be used in the core course on entrepreneurship for Bachelor of Business Administration (BBA) and Master of Business Administration/Post Graduate Diploma in Management (MBA/PGDM) students. It will help them to understand the motivations and challenges of women entrepreneurs, strategies to manage challenges, interactive style of leadership and their contribution to the economic growth of the country.

Entrepreneurship.

Roopa Rani, co-founded a digital design company, DesignTheme Innoventics (DTI), with her husband Yoganand, in November 2007, on the first floor of their residence. Yoganand’s creativity and Roopa’s determination made them bootstrap, scale slow and steady. As a novice to the industry, the initial days posed many challenges. Roopa hired artists to be appointed as designers, which gave them a unique selling preposition. They progressed slowly from a team of 2 to 20, with a revenue of INR 0.3M per annum to INR 12M per annum. As the company grew, Roopa wanted Yoganand’s support in handling the responsibilities, and hence, converted DTI into a limited liability partnership in 2013 and the couple were directors. As the client base improved, the need for shifting to a bigger space became more evident. A calculative risk-taker, Roopa, was forced to move DTI to a bigger office space end 2017, with a rent of INR60,000 per month. Meanwhile, they became a team of 20, with revenue of INR12m. The shift from no rent to a rented space made DTI slip to break-even. However, after two years, they moved into a smaller space and it coincided with the COVID-19 outbreak. Although the backlog orders were processed during the first quarter of 2020–2021, the business for the next quarter was affected. Social distancing norms created a shift in the way of doing business, which was a boon for a designing company like DTI. Now, the task before this self-made woman entrepreneur was to formulate strategies to scale up the business.

After analysing the case, the students will be able to: i. Value the contribution of women entrepreneurs towards the economy. ii. Examine the motivational factors and challenges of women entrepreneurs. iii. Understand the importance of networking. iv. Appraise the socio-cultural factors in a patriarchal society and their impact on the work-life balance of a woman entrepreneur. v. Appreciate the interactive leadership style of women entrepreneurs. vi. Formulate strategies to scale up the business.

• Agarwal, S., & Lenka, U. (2015). Study on work-life balance of women entrepreneurs – review and research agenda. Industrial and Commercial Training, 47(7), 356–362. doi:10.1108/ict-01–2015-0006 • Amit, R., & Muller, E. (1995). “Push” And “Pull” Entrepreneurship. Journal of Small Business & Entrepreneurship, 12(4), 64–80. doi:10.1080/08276331.1995.10600505 • Buttner, E. H. (2001). Examining Female Entrepreneurs' Management Style: An Application of a Relational Frame. Journal of Business Ethics, 29(3), 253–269. doi:10.1023/a:1026460615436 • Carter, S.C. (1997). E. Holly Buttner and Dorothy P. Moore (1997), ‘Women’s Organisational Exodus to Entrepreneurship: Self-reported Motivations and Correlates with Success', Journal of Small Business Management, January, pp34-47. • Cohoon, J. McGrath and Wadhwa, Vivek and Mitchell, Lesa, Are Successful Women Entrepreneurs Different from Men? (May 11, 2010). Available at SSRN: https://ssrn.com/abstract = 1604653 or http://dx.doi.org/10.2139/ssrn.1604653 •Fletcher, J. (1998), Relational Practice: A Feminist Reconstruction of Work, Journal of Management Inquiry, 7(2), 163-186. • Kirkwood, J. (2009). Motivational factors in a push‐pull theory of entrepreneurship. Gender in Management: An International Journal, 24(5), 346–364. doi:10.1108/17542410910968805. • Malyadri, G., Dr. (2012). Role of women Entrepreneurs in the Economic Development of India. Paripex – Indian Journal of Research, 3(3), 104–105. doi: 10.15373/22501991/mar2014/36. Pal, N. (2016). Women Entrepreneurship in India: Important for Economic Growth. International Journal of Pure and Applied Researches, 4(1), 55–64. Pugazhendhi, D. P. (2019). Problems, Challenges and Development of Women Entrepreneurs. Emperor Journal of Economics and Social Science Research, 1(4), 48–53. doi:10.35338/ejessr.2019.1407. Shastri, S., Shastri, S., & Pareek, A. (2019). Motivations and challenges of women entrepreneurs. International Journal of Sociology and Social Policy, 39(5/6), 338–355. doi:10.1108/ijssp-09–2018-0146. Tende, S.B. (2016). The Impact of Women Entrepreneurs towards National Development: Selected Study on Taraba State. Information and Knowledge Management, 6, 30–43. Xheneti, M., Karki, S. T., & Madden, A. (2018). Negotiating business and family demands within a patriarchal society – the case of women entrepreneurs in the Nepalese context. Entrepreneurship & Regional Development, 31(3–4), 259–278. doi:10.1080/08985626.2018.1551792

CSS 3: Entrepreneurship.

Whoosh, is that all there is? On the eve of becoming a partner at a well-known consulting firm (“the stuff MBA dreams are made of”), a senior executive starts to question what he is doing with his life. Walt Shill had graduated eight years earlier from the Darden Graduate School of Business Administration at the University of Virginia and had worked his way up at McKinsey Consulting to become the first American partner in the Japanese office. Shill and his family move back to the United States, where he starts to question his goals. For the first time, it seems that Shill has no target to aim for. Having had reached his goals, Shill sets out on an adventure to seek his own meaning of life. He gets into good-enough shape to take a cross-country bicycle ride, which he completes. This undisguised case tells Shill's story and what he learned along the way. It ends with Shill's promise to himself to be less judgmental and to start walking through life with eyes wide open. A teaching note is available to registered faculty.

This case (an abridged version of UVA-M-0663) describes the history of the Red Bull brand and how the company stimulated and harnessed word of mouth to build a new product category (functional energy drinks) and brand franchise. The case concludes by asking the reader to consider where Red Bull will take its brand, product line, and marketing next, in light of many competitive challenges in the United States. The case was written to foster discussion of nontraditional brand-building strategies and the growing globalization of brands and products targeted toward younger consumers.

At the end of 2011, one of the largest food retailers in Brazil, Grupo Pão de Açúcar, or GPA (a subsidiary of Companhia Brasileira De Distribuição, or CBD), was reviewing its accounts payable terms with suppliers in search of additional value. Manager of analytics Maria Cristina Santos was examining the trade credit terms GPA had with Oalem Ltda, a family-owned melon grower located in northeastern Brazil. Oalem, like most small family businesses, was financed with bank loans and equity that was held predominantly by the family. The case examines how accounts payable (trade credit) terms should be set or negotiated between a large retailer and a small supplier, especially when the bargaining power between the two may not be equal. The case demonstrates that trade credit terms can be as important as the terms of more traditional forms of financing.

After analyzing and discussing the case, students should be able to:

• Determine when it is efficient or value-increasing for one nonfinancial firm to borrow from another nonfinancial firm through trade credit, as opposed to borrowing from financial institutions (e.g., banks) or financial markets

• Understand how competition or relative bargaining power can influence feasible and optimal trade credit terms

• Explain why trade credit can be a cheaper form of financing than the alternative forms of financing available to small family businesses like Oalem Ltda

Determine when it is efficient or value-increasing for one nonfinancial firm to borrow from another nonfinancial firm through trade credit, as opposed to borrowing from financial institutions (e.g., banks) or financial markets

Understand how competition or relative bargaining power can influence feasible and optimal trade credit terms

Explain why trade credit can be a cheaper form of financing than the alternative forms of financing available to small family businesses like Oalem Ltda

Once a decision has turned out poorly—such as Merck's decision to launch and support the painkiller Vioxx—it is easy to criticize. However, are these bad outcomes the result of a good decision which turned out unlucky, or are they decisions where the bad outcome could have been predicted? This case follows Merck's pharmaceutical product Vioxx from initial development to launch and subsequent withdrawal, and considers the decisions made at each stage by the Merck executives involved. The case concludes by examining the financial impact of the Vioxx withdrawal on the company and on the Merck stock value.

This case allows the students to examine the various steps of Vioxx's development and launch. By doing so, they can consider whether the decision-making process broke down and why. By connecting the Vioxx launch and withdrawal to changes in Merck's cash flow and stock market value, the students can document the impact of such decisions on the value of the firm.