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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

1. To understand the importance of creating and implementing a vision for enhancing gender diversity and inclusion relevant to the manufacturing and engineering sector in an emerging market.

2. To develop insights into the vision and characteristics of an inclusive leader.

3. To evaluate the strategies and organizational levers that created and nurtured a climate of gender diversity and inclusion in Cummins India.

4. To identify organizational levers that will enable the sustenance and institutionalization of a climate of inclusion.

This case study traces a 16-year journey of diversity and inclusion at Cummins India, a subsidiary of the Fortune 500 manufacturing organization Cummins Inc. headquartered in the US. Initially spearheaded by Anant Talaulicar, and then continued by Ashwath Ram, gender D&I initiative at Cummins India has made significant strides. Talaulicar had an opportunity to immerse himself in the ethos of the parent company before joining the Indian subsidiary.

In India during the early 2000s the external environment was characterized by rapid technological and regulatory changes and increasing complexity. To make matters more difficult, the internal culture was steeped in a traditional manufacturing mindset marked by dismal female participation rate and an over-representation of locals with similar beliefs and value systems.

Given the mammoth task already taken up by Talaulicar by improving the diversity numbers from 3% to 33%, Ram had big shoes to fill. On one hand, he had to drive the business amidst uncertain market conditions; on the other hand, he had to carry on a legacy. Given that he himself had a lived experience of Cummins global values, he knew D&I was an integral part of the Cummins way of life. His familiarity with the socio-cultural challenges of the country coupled with his drive to continue and rejuvenate the D&I agenda, brought some interesting, yet challenging, questions for him. With the internal and external pressures looming large before him, could he institutionalize a climate of inclusion that could serve as a strategic lever to place the company on the path of growth, vibrancy and economic prosperity?

Through qualitative research conducted by the authors, this case study brought out learnings pertaining to linkage of leadership in creating a climate of inclusion and expansion of talent diversity through a set of people strategies and HR practices. The contribution of this case study is primarily to theory and practice in the field of Human Resource Management, D&I as well as in developing inclusive leadership.

MBA programs and leadership development programs

Teaching notes are available for educators only.

CSS 6: Human Resource Management.

Addresses the issue of Gender Equality – UN Sustainable Development Goal No.5. Discusses the topic of diversity, equity and inclusion. Presents the challenges faced by women of color in workplace and shows the capabilities needed to overcome these challenges.

Analyze the capabilities that women of color need to become successful leaders. Explore the importance of Diversity, Equity and Inclusion (DEI) in organizations and the role played by leaders in promoting DEI. Understand what inclusive leadership is. Examine the strategic leadership skills that leaders need to possess.

In March 2021, one of the largest drugstore chains in the USA, Walgreens Boots Alliance, a US$140bn company, announced that Rosalind Brewer (Brewer) (she) would be its new CEO. With the announcement, Brewer became the third black woman in history to lead a Fortune 500 company. After graduating in organic chemistry, Brewer joined Kimberly Clark and went on to lead the Nonwovens business. She then joined Walmart as Vice President. Brewer then moved to Starbucks as Head of Operations. Being an inclusive leader, Brewer brought in several changes to smoothen the operations and make the organizations employee-friendly. At the same time, as a black woman in a leadership position, she faced several challenges, which she overcame. As an advocate of DEI, Brewer strove to take diversity beyond just numbers. After becoming the CEO Boots Walgreens, Brewer was looking at taking medicines to masses and making healthcare affordable and available.

MBA/MS/Executive Education.

Teaching Notes are available for educators only.

CCS 6: Human Resources.

This case talks about the role that can be expected to be played by a disabled woman in an organization and shows how a disabled woman can assume a leadership position and be a role model.

This case identifies the qualities that help a person from a minority group succeed in the corporate environment; examines the contribution that a disabled person, especially a woman can make to an organization; analyzes transformational leadership; assesses the importance of inclusive design in today’s products; and recognizes the corporate role in ensuring an inclusive culture that encouraged disabled people.

The case “Sumaira Latif at P&G: pioneering inclusive design and accessibility to all” provides an in-depth look at the efforts of Sumaira “Sam” Latif (she), Accessibility Leader at P&G, to incorporate inclusive design in the company’s product packaging. Sam – a blind woman and mother of three – had always struggled to use various everyday products. Her personal struggles drove her to find ways to fix such problems for people with disabilities. So, after a decade of experience at P&G, when she got an opportunity to interact with the top management, she convinced them that catering to the disabled was not charity, but a smart business move. Sam also put forth the role she could play in helping P&G make products with an inclusive design. Impressed with her, P&G made her Special Consultant for Inclusive Design, a position specifically created for her. Sam created the widely lauded tactile indicators which helped the blind differentiate between shampoo and conditioner bottles. P&G then promoted her to the position of Company Accessibility Leader, wherein she played a pivotal role in bringing inclusive design to more of P&G’s products. Sam also played a critical role in making P&G adopt certain technologies to help the blind shop for the company’s products independently, apart from ensuring that all P&G ads were audio-described. However, Sam had an ambitious vision to infuse inclusive design into all products, which required her to bring about a culture change in the CPG industry. She was also faced with the predicament of how to ensure that audio-described ads became a media buying standard, considering the wide-scale resistance to it. How can Sam succeed in making the CPG industry develop inclusive design, the way she convinced P&G to do it?.

Graduate and post-graduate programs.

Supplementary materials Teaching Notes are available for educators only.

This paper aims to present an opportunity to explore the opportunities and challenges involved in running a business with a strongly ingrained social vision in the complex, multi-dimensional environment of an emerging economy. Key learning areas are as follows: How the concept of inclusive innovation applies to the real-world difficulties faced by businesses operating in informal economies. By exploring the tensions between growth and inclusivity in Silulo’s development, students will grasp the challenges entrepreneurs face as a business starts to gain momentum and change, and gain appreciation for the trade-offs that occur when choosing between franchising and organic growth. The challenges of a rapidly evolving technological environment, the need to adapt service offerings at pace, and the importance of balancing financial considerations with deeper social values will find application far beyond the informal economy context of the Silulo story.

This teaching case looks at Silulo Ulutho Technologies via CEO Luvuyo Rani and the challenges he faces in balancing expansion and profitability with its mission of empowering disenfranchised communities – challenges exacerbated by a changing telecommunications environment, with more widespread internet availability, mobile phones and online training courses encroaching on Silulo’s traditional service offering.

This case focusses primarily on the processes of inclusive innovation and is suitable for graduate courses in social entrepreneurship, business model innovation, sustainability, business and society, strategic management, emerging markets, business in Africa and organisational studies in general. The case is suitable for Masters of Business Administration (MBA) and Executive MBA academic programmes and delegates on Executive Education programmes.

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 was based on both primary and secondary data. In-depth semidirected interviews were conducted in 2021–2022 after receiving the institutional research board approval. The interviews took an approximate time ranging from 90 to 120 min. They were recorded and transcribed. A thematic analysis was undertaken to identify the most relevant themes for the case. The secondary sources used included various websites, scholarly and trade journals, as well as specific databases, such as Statista.

The case exposes students in multiple disciplines to the challenges created by the COVID-19 crisis at Yale School of Medicine (YSM). It describes its remarkable effects on organizational and community members as they struggled to reimagine more inclusive and supportive spaces. As one of the most severe crises humanity has ever witnessed, COVID-19 exacerbated the existing struggles of the underrepresented communities, creating a double pandemic. It has also amplified inequities among marginalized groups including black, indigenous and people of color; women; immigrants; lesbian, gay, bisexual, transgender, queer/questioning; people with different abilities; working parents; single parents; religious minorities; and people with low income. When COVID-19 hit in 2020, Yale University School of Medicine (YSM), like other pioneering schools in the field of health care, doubled their efforts to face both the public health crisis and the substantial social turmoil (racial tensions after the death of George Floyd, food insecurity, vaccine resistance, social inequalities, etc.). Professor Marietta Vazquez, MD, who was the first Latina to be named Associate Dean for Medical Students Diversity at YSM, launched with Dr Latimore (Chief Diversity Officer) and her other colleagues many strategic initiatives aiming at improving the diversity, equity and inclusion of organizational and community members.

The case is an invitation to graduate students and students in executive education programs to reflect on the grand challenges leaders faced at YSM as well as in other institutions across the nation and the globe. It is also a call to reimagine ways leaders can accelerate the pace of change in their organizational ecosystems.

This case was written for use in graduate-level courses, including executive education dealing with Diversity, Equity, Inclusion and Belonging, Leadership and Change, Health-Care Equity/Policy, Health Sciences, Human Resource Management, Organizational Behavior, Crisis Management, Sustainability, Business and Society, Social Issues in Management, Strategy, etc. Faculty members can easily adapt the case to fit the content of the course they teach, the students’ context as well as the specific learning outcomes to be achieved.

This case is appropriate for the following courses in undergraduate, graduate or executive programs.

Sustainability, strategy, inclusive business, environmental sustainability and women in leadership. Upon completion of the case study discussion successful students will be able to:

Bilikiss Adebiyi-Abiola brought to life Wecyclers, an urban waste management company in Nigeria that started as an idea during her MBA programme at MIT. Bilikiss served as its CEO from 2012 and mobilized efforts to sign up thousands of individuals, corporate bodies and agents who turn in waste to recycle. While waste management already had a lot of private sector participants (PSPs), there was no recycling company with a focus on community engagement as at the time Wecyclers came on board. The company went through several iterations to arrive at business model, develop its peculiar infrastructure, build partnerships and raise funds. The case study documents Wecyclers roll-out under the leadership of Bilikiss, whose work with Wecyclers has been shaped by her evolution as a professional woman with a background, education and network that has enabled her excel in the face of social norms which emphasize men as leaders. The case dilemma involves strategy cross-roads Bilikiss faced in mid-2017 as Wecyclers considered expanding its operation, pushed beyond waste collection, pushed by infrastructural weaknesses in the landscape which forced the company to consider vertical integration of its inclusive business model as a way forward to meaningfully serving its stakeholders – from communities, corporates to agents.

• Explore the strategic contexts of doing business in emerging markets;• understand the challenges and opportunities in inclusive business model for solving a social problem such as waste management; and • Examine the growth and evolution of women’s leadership, possibilities and hurdles, in a range of contexts.

Teaching notes are available for educators only.

In this way, the case study contributes to the limited body of knowledge about strategic and pragmatic facing social enterprises in emerging markets, including funding, community engagement, infrastructure, etc. It also gives us a view of inclusive business models and the evolution of women’s leadership.

CSS 3: Entrepreneurship.

As China has pressed ahead with rural revitalization in recent years, its rural financial sector has also developed rapidly and the financial environment has been greatly improved. But compared with urban areas, the rural financial sector makes rather limited contributions to rural economic development for a variety of reasons, including single types of service providers, narrow coverage, and lack of services and products. The underdevelopment of the rural financial system is closely related to the characteristics of its target customers and the economic system. The deficient rural financial credit system, the low level of IT application, the difficulty in data collection and integration, and the insufficient collateral of farmers pose high costs and huge risks for financial institutions when providing credit and other financial services.

In the present case, fintech and financial innovation complement each other: The application of fintech makes innovation possible, and the need for financial development fuels the development of fintech. Leveraging fintech and new business models, MYbank has overcome the main obstacles in the development of rural finance to provide convenient financial services for farmers and rural MSEs. Fintech is the abbreviation of “financial technology.” It can be understood as the combination of finance and technology for easier understanding, but it is more than that. Fintech refers to the innovation of traditional financial products and services with various technologies to improve efficiency and reduce operating costs. The emergence and development of fintech have led to the creation of new business models, applications, and processes, which have triggered major changes in financial markets, financial institutions, and the ways financial services are delivered, and are reshaping the financial landscapes of countries and even the world.

There are three major problems in the development of rural finance: difficult access to data, difficult risk management, and difficult market penetration. In order to gradually remove the obstacles and guarantee sustainable business development, MYbank has created three new business models with the power of fintech: digital inclusive finance at the county level, industrial finance, and platform finance. With these models, MYbank is searching for a “Chinese solution” to the worldwide problem of rural inclusive finance.

Professors of undergraduate, graduate, doctoral or certificate programs can use this case study.

Human resource management, employee relations, women in business

Historically, only men have worked as tourist porters in Peru. The owner of a tour company in Peru wants to hire female porters in their company. Currently, all the porters in the company are male, and they are hesitant to work with women. The entrepreneur wants to build an inclusive organization to improve their company’s branding but is afraid of workplace harassment issues. This case examines the challenges of employee safety and business continuity while building an inclusive workforce. What should the owner do?

• Evaluate the factors that lead to the bias or discrimination of women or other minority groups in business; •discuss what reasonable accommodations an organization can undertake to become inclusive; and •explore business opportunities and challenges while being inclusive.

Teaching Notes are available for educators only.

CSS 6: Human Resources

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.