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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

Fruitzone India Limited was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company was contemplating the launch of a new flavour of fruit juice and decided to conduct a feasibility study. It hired an external market research agency, India Monitor International (IMI) to conduct the market research. This case discusses the exploratory phase of the research conducted by IMI. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.

Academic research cases (ARC) provide interesting learning situations and challenging problems to study. However, it can be difficult to bring these research cases to classroom teaching because the “answers” are embedded within the case studies. Research cases can be redesigned as teaching cases (TCs) through a method of unwrapping the ARC and re—visioning it as a TC. One method is provided in this paper.

The authors have taken an unpublished research study and rewritten it as a TC. Elements from both manuscripts are provided in tabular form to guide the creation of TCs by academic researchers.

This paper will be helpful for any academic who wishes to transform a qualitative research case study into a useful classroom teaching tool.

This is a field-researched case about a nonprofit organization, the Accelerated Cure Project (ACP), dedicated to accelerating advances toward a cure for multiple sclerosis (MS). Inspired by the successful open source software development platform, ACP brings the strengths of that platform into the medical research and development environment. At the opening of the case, Robert McBurney, an Australian scientist with extensive experience in the biotech world, has been named CEO. McBurney and his team want to use ACP's bio-sample and data Repository to drive innovation in the search for the cure for MS by fostering collaborative research and development across research institutions, pharmaceutical and bio-tech companies. To encourage such collaboration ACP waives its rights to potentially lucrative Intellectual Property. This decision to foster collaboration at the expense of revenue sources appears problematic, since ACP does not have the staff or resources to undertake fundraising at the scale needed to fund current projects. ACP chooses to serve instead as an open access research accelerator making an impact on the field by functioning as an innovation driver rather than a profit maker. Is this an innovative recipe for success in finding a cure for MS or a recipe for financial disaster for ACP?

Interviews provided the primary source of data for this case. Four semi-structured interviews were conducted with the CEO of ACP, the Vice President of Scientific Operations, and a member of the organization's Board of Trustees, a collaborating university researcher, and the President of a bio-tech company working with ACP. Interview data was supplemented with additional information from ACP's web site, news reports, McBurney's comments at Suffolk University's Global Leadership in Innovation and Collaboration Award event, and follow-up conversations.

This case is intended for use in an undergraduate course examining strategic management issues midway through the term. The case discussion can center on issues relating to: first, the development of the business model; second, revenue resources and fundraising. Students are expected to spend two to three hours of outside preparation reviewing concepts of change leadership and the collaborative enterprise business model. They should read the case materials and brainstorm options for improved change leadership. The case can be taught in one two-hour class period.

The purpose of this case is to introduce students to the strategic management and funding challenges faced by an organization that is using a non-traditional business model in an increasingly complex environment. As a result of discussing this case, students should be able to: first, examine strategic organizational strengths, analyze opportunities created by business, market and environmental factors, and strategize to minimize weaknesses and to address threats identify an organization's strategic focus; recognize and recommend options at crucial decision making junctures in a business situation; second, assess an organization's revenue model; analyze how this model can be improved; third, analyze the functionality and sustainability of an organization's business model.

In late 2019, Dr. Hiroaki Kitano, the president and director of research at Sony Computer Science Laboratories (Sony CSL), had decided he would be stepping down from his position soon. Sony CSL, a small blue-sky fundamental research facility funded by Sony, had always operated on the strength of the trust between Sony's CEO and the lab's director. Sony had been hands-off in its management, leaving Kitano to hire, fire, fund, and evaluate the lab's researchers and project portfolio at his own discretion. Now that he was stepping down, however, he worried that Sony CSL could not withstand his departure. Kitano wanted to make a transparent plan for the organization's future before he handed off Sony CSL to his successor. That plan involved three key decisions. First, what should be the optimal structure and governance of Sony CSL? Should it maintain its independence and autonomy, or should it align more closely with Sony's business priorities? Second, how could Sony CSL scale its impact on Sony and society at large, given its small size? Finally, should Sony CSL establish some standard methods of measuring project success and strength of the portfolio? In making these decisions, Kitano wanted to ensure that he preserved the unique culture that had allowed Sony CSL to pursue path-breaking research and innovation.

Fruitzone India Limited was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company was conducting market research to identify a new flavour of fruit juice that it could launch. The case discusses how Fruitzone India Limited conducted the exploratory research and then prepared to conduct a confirmatory research. The case can be used to discuss different exploratory research techniques, how to interpret the findings of exploratory research and questionnaire construction. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.

The case deals with the application of marketing research for launching a new product in the market place. The company was planning to enter the Fast Moving Consumer Goods (FMCG) market in India with its new product Cerenity. Cerenity was a toilet seat sanitizer for women who frequently use public restrooms. The case describes the exploratory study conducted by the research team. The team used different qualitative marketing research tools such as focus groups, in-depth Interviews and participant observations.

Higher education leadership and planning.

Postgraduate/higher education.

Professor Rob Whelan was appointed President of the University of Wollongong in Dubai (UOWD) from the University of Wollongong in Australia (UOW). Professor Whelan brought to the job in Dubai the perspective that public-good benefits flow from a comprehensive institution engaged with the larger community and these are led by academic staff members who produce research that serves the national interest. To apply this model to UOWD meant a thorough analysis of the organization in terms of both its culture and its broader environment. This case explores the various processes through which a new leader takes stock of an existing institution, identifies the potential for development in a particular direction, draws upon a range of stakeholders to refine the vision and develop it into a strategic plan, gains support for the plan, and then implements change through close collaboration with the institution's constituents.

This case can be used to explore a number of issues in leadership and management including: identifying the various internal and external stakeholders in a complex organization; analysing strategies for mobilization for change, including the assessment of inclusive versus exclusive approaches; reviewing the opportunity costs of change; and assessing types of leadership.

Teaching notes.

Microsoft Office was facing an uphill task in engaging the undergraduate student community. Attracting this audience—the most tech-savvy generation ever—was critical to the future of the Microsoft Office franchise. Microsoft's past advertising efforts to reach this audience had proven lackluster, while its key competitors were gradually entrenching themselves among this demographic. Microsoft's challenge was to determine the best tactics that could successfully connect with this audience. The (A) case describes Microsoft's dilemma and briefly addresses what college students mostly care about: managing homework, creating great-looking schoolwork, preparing for the workplace, and collaborating with friends and classmates. It also provides competitive information, chiefly Google's increasing presence in universities and its focus on the higher education market and the growing influence of Facebook among students and its evolution into a productivity tool. The (B) case describes the qualitative research tools that Microsoft used to get a better understanding of college students: day diaries using Twitter, technology diaries using the Internet and smartphones, focus groups, and one-on-one interviews with students. The case helps students understand the value of ethnographic and qualitative research techniques, draw inferences from the data, and subsequently make recommendations. It illustrates how ethnographic and observational studies enrich research by generating deeper consumer insight than traditional methods.

Students will learn: - How online tools in ethnographic and observational research offer new insights not revealed by traditional survey research - How different qualitative market tools are used to collect data, as well as the pros and cons of different ethnographic research techniques - To interpret and synthesize data from qualitative and ethnographic research - How research can influence a firm's marketing and advertising tactics

Fruitzone India Limited (FIL) was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company had conducted market research to identify a new flavour of fruit juice that it could launch. After it had completed the confirmatory research, some questions remained unanswered. It went in for another round of validation through primary research, including simulated test marketing. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.