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This case is suitable for graduate-level quantitative analysis, business and government, environment and sustainability, and global economics courses. Students must consider the tradeoffs between continuing to run an old coal-burning plant and purchasing emissions allowances (EAs) versus upgrading to emissions-reducing wet or dry scrubbers. Reducing emissions creates the possibility of selling the plant's surplus EAs (which are likely to increase in price). Choosing a wet or dry scrubber requires considering installation cost and construction time, variable cost, and SO2 removal efficiency. Ideally, the investment should pay back over time, but management believes some net investment could also be justified. For that, however, complete analyses from both economic and environmental perspectives are required. A supplemental spreadsheet is available to accompany the case (UVA-QA-0726X).

The learning outcomes of this study are as follows:

1. understand the role of financial inclusivity in the sustainable development of a nation;

2. examine the concept of social entrepreneurship and identify the skills needed to be a social entrepreneur;

3. analyze the opportunities and challenges faced by social entrepreneurs, especially in an emerging economy; and

4. assess the feasible options with respect to upscaling and expansion.

Yamuna Sastry, a young woman from a traditional Indian family, had set out to achieve her dream of financial inclusivity by helping the underprivileged in her country gain financial independence and credibility. When she was approached by a cab driver to file tax returns for him, a new venture took shape in her mind, and along with a partner, CabDost, a socially driven financial advisory start-up was created to provide financial advisory services exclusively for cab drivers. CabDost had been instrumental in making over 15,000 cab drivers financially literate, instilling in them a culture of compliance, getting them tax refunds and enabling the Indian Government recover eight crores in taxes. The success of financial inclusivity among cab drivers inspired CabDost to extend its financial services to truck drivers, auto drivers, housekeeping staff and other contractual workforce. The company found it challenging to address the demands of the increasing customer base with its available technical resources. The absence of an in-house tech team and the need for an all-in-one tech platform to provide a wide variety of financial services induced CabDost to explore other options. Dvara Money, a neo bank offering financial services, approached CabDost with a merger proposal. Though it was a lucrative offer, the founding members were apprehensive as they knew that most of the mergers failed because of myriad reasons. They were contemplating on their next move as they were in a dilemma about whether to develop a technical team in-house or to go ahead with the merger.

The case can be taught to business management students as a part of the introductory course on entrepreneurship or social entrepreneurship. The case can be used specifically to make the students understand the role of financial inclusivity in the sustainable development of a nation, the concept of social entrepreneurship, the journey of social entrepreneurs in the financial inclusivity space, right from ideation to execution, the challenges faced in the bargain, survival mechanisms adopted and the various options available for further growth and expansion.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

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

Strategic management.

The case is suitable for undergraduates, MBA, and executive MBA courses.

This case on Satya Bharti School Program, an initiative of the Bharti Foundation, highlights the journey, achievements and challenges faced during the implementation of a noble vision. The case maps the strategy implemented from multiple vantage points and aims to show how the compelling need of providing quality education in rural India transformed the way people look at corporate social responsibility (CSR) activities.

The case analysis aims to help students comprehend and understand: the concept of corporate social responsibility; the strategic decision-making process amidst constraints in the context of not-for-profit organizations; how organizational excellence models are embedded to improvise practices and processes; the concept of the multi-stakeholder framework; and how external and internal issues can affect the success of a CSR program.

Teaching notes are available; links to videos are provided.

A Confrontation of Mindsets: French Retailers Operating in Poland traces the history of French retailers setting up operations in Poland in the mid 90s. The case, however, is set in 2006 when a top retailing executive recalls the important watershed period of 1996-97 when the expatriate managers in charge of setting up the first hypermarkets encountered great difficulties with their new Polish recruits. The managers were not succeeding in transferring the practices and routines that were an essential part of their business model on the home market in France: their Polish employees displayed work attitudes that were the contrary of the initiative and responsibility for enlarged jobs that characterized employees back home. This situation called into question the very viability of their business model in Poland. The case poses very clearly the question of what actions the expatriate managers should decide to take to ensure the store launchings in Poland and future growth. The issues raised concern global versus multi-domestic internationalization strategies, business models, paradigms, corporate culture, management of expats, knowledge transfer and the link between strategic implementation and organizational behavior.

By 2006, Wikipedia had achieved the type of success that only a handful of young organizations could ever dream of reaching. It had grown from almost nothing in 2001 to become one of the consistently highest ranked and most visited sites on the Internet. This success brought new problems at a scale that no organization of this type had ever before faced. Exposes students to Wikipedia's brief history, the causes of its success, and the issues it faced going forward. Two topics form the focus: The first concerns the rules and norms for submission and editing, which raise questions about the ambiguity of Wikipedia's authority and the virtual cycle that keeps the site going; The second concerns the need to alter its practices as it gains in popularity, raising questions about what any wiki site, profit-oriented or open source, must do to scale to large numbers of participants and entries. These issues arise as part of a discussion about the site's priorities going forward.

To teach the factors that shape Wikipedia and wikis in general. Students will become familiar with the internal operations of wikis, open-source programs for developing text from many users. Also to facilitate teaching about factors that shape reference sites on the Internet, dividing discussion into three sub-topics: defining what Wikipedia is and what it is not, analyzing how it works, and understanding why it generates controversy in some circles.

The learning outcomes are as follows: to analyze the driving forces that lead non-government organizations (NGOs) to develop need-based programs; to evaluate the strategy adopted by NGOs in attaining the organization’s mission and creating a social impact, corporate social responsibility, inclusion, labor market, social enterprise, strategy and vocational learning; to apply social business canvas for analyzing the business model deployed by NGOs to develop market linkages; to analyze the challenges in setting and scaling NGO programs and strategies designed to address the same; and to enable students to brainstorm in creating future growth options for scaling up and replicating NGO programs.

The case describes the journey of Salaam Bombay Foundation (SBF), a national-level NGO registered in 2002 in Mumbai, India. In March 2020, SBF had an annual budget of INR 13.98 crores (US$1.84m). It addresses the challenging environments children from economically constrained families face by engaging them in continuing school education and providing vocational training. Since its inception, SBF has launched and executed many in-school and after-school programs. To successfully transit skilled adolescents and teenagers into the labor market and help them make informed career decisions, SBF launched “DreamLab,” a stipend-based “internship” model, in August 2018. Gaurav Arora, Vice President SBF, was assigned the responsibility to scale up skills@school and DreamLab internship programs. With disruptions caused by the pandemic in March 2020, Arora struggled to operationalize DreamLab as initially planned. The case is at a crucial decision point where clouds of uncertainty have made Arora and his team anxious about their future course of action.

The case is intended for students of undergraduate and graduate programs in Business Management, Social Entrepreneurship and Social Work programs. Executives of management development programs can also use the case to analyze the effectiveness and management of the skill development program.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

The case would help students to learn the concept of high involvement innovation activity and how to apply it in large service organizations to increase innovation involvement. The case will help the students to reflect on the significance of organizing structure and culture of an organization for enabling innovation and innovation process models. The case would further help the students to develop the skill to plan and implement simple, innovative innovation process models which will increase the ideation capabilities of the organization. The students will also be able to understand the role of informal learning in innovation and how to facilitate it.

Cyient – a global services firm – had always focused on innovation as a key strategic capability winning various annual client awards for over a decade. However, in 2012, Cyient missed the innovation awards which led to the introduction of Idea Tree initiative in Aerospace & Defense (AED) business unit of Cyient. Cyient was able to co-create patents and offer cost savings to its clients through the Idea Tree initiative. This cost-effective and unique initiative resulted in re-organizing the structure (from formal to a quasi-formal), culture (open to new ideas, mistakes and failures) and process (stage-gate) inside Cyient AED business unit. However, Idea Tree also suffers from challenges such as lack of a digital format, lack of corporate presence across Cyient and its highly informal nature. In this context, the CEO wants to review the Idea Tree initiative to decide on its future in Cyient.

The case is suitable for teaching multiple facets of innovation for MBA and Executive MBA classes in core Strategy, Managing Organizations and Entrepreneurship and for elective courses such as Innovation Management, Organizing for Innovation or HRM for Innovation. The case is suitable for both fresher and experienced participants.

Teaching Notes are available for educators only.

CSS 6: Human Resource Management.

After a successful transition from a projects-based IT business services company to a platform-driven analytics company, Saama's core leadership team gathered in 2017 to brainstorm the next phase of its growth. The year before, the team had decided to narrow its target market to the life sciences vertical. Saama now had to decide how to execute on this focused strategy by choosing a growth pathway within the life sciences vertical. Saama's leadership team was considering three alternatives: acquiring new customer accounts, developing existing customer accounts, or developing new products by harnessing artificial intelligence (AI) and blockchain technologies. The team had to evaluate these growth pathways in terms of both short- and long-term revenue potential, as well as their potential for sustaining Saama's competitive advantage.

After studying this case, students should be able to: explain how strategic management relates to the areas of innovation, operations, technology, entrepreneurship and emerging markets; analyse strategy implementation and execution at the operational level, in contrast to strategy formulation at the strategic mission, values and vision level; discuss innovation, entrepreneurship and new technologies in emerging markets; and assess the impact of technology-driven entrepreneurship on significant socio-economic change that is on transformational entrepreneurship, in emerging markets.

This case outlines key global challenges facing higher education in the African context. It discusses the African Leadership University (ALU) as an innovative higher education institution, including its origins, establishment, strategy and purpose, curriculum, technology and operations, student support network and funding. It also describes ALU’s ongoing challenges and future prospects. ALU was launched in 2015 by Fred Swaniker, founder and chief executive officer and Khurram Masood, co-founder and chief operating officer. ALU’s vision was to transform Africa by developing and connecting three million high-calibre, ethical and entrepreneurial leaders by 2035. In August 2019, Swaniker and Masood considered how to ensure ALU’s sustainability and its vision. They had already changed ALU’s operational strategy by establishing micro-campuses instead of universities to scale rapidly and avoid regulatory barriers. However, would that be enough to uphold ALU’s vision for 2035?

This case is appropriate for postgraduate-level academic programmes and executive education programmes in management.

Teaching Notes are available for educators only.

CSS 11: Strategy.