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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 case addresses issues related to value chains, sustainable businesses, business environment in emerging economies and cross-cultural issues.

This case would be best addressed by students in upper years of their undergraduate degree or at a Master's level.

The case addresses a project conducted by MEDA in Pakistan which focused on developing a value chain in the embroidery sector with the end goal of improving the livelihood of homebound rural women. The case walks the students through the local cultural constraints, the project design the development of the various value chain actors and the most significant outcomes. The primary issue requires the students to evaluate the most appropriate exit strategy for MEDA which would not harm the existing networks and allow the whole value chain to continue sustainably.

To appreciate the complexity of value chain development while understanding the benefits and opportunities they offer. To understand the importance of sustainability and how this can be achieved using market tools. To grasp the concept of exit strategies in the context of development projects and explore various ways these can be structured. To identify the impact of culture on business environment. Integrating the poor into thriving markets. Business as a development tool.

Teaching notes

This case introduces students to the heritage brand Maille. Dating back to 1747, this brand has managed to elevate the image of mustard from commodity to premium product, capitalizing on brand authenticity and adopting the codes and strategies of luxury brands. Present in supermarkets with a premium price positioning, Maille develops its image through creating an elaborate customer experience in its boutiques, as well as through a communication strategy based on storytelling. Yet, the core base of customers who identify as gourmets is aging. To sustain its development, Maille needs to gain appeal among younger generations of consumers, without betraying its identity.

The Maille brand manager was interviewed in relation to the case. Participant observation was conducted in the boutiques in Paris (both Place de la Madeleine and Caroussel du Louvre) and in London, followed by discussions with Maille sommeliers. Data were also gathered through secondary sources. The question “How to seduce younger consumers with mustard” was proposed by Unilever.

This case has been effectively used with MBA and MSc Marketing students in Brand Management classes to demonstrate how brands draw inspiration from the luxury sector to become aspirational, enhance their social prestige and position themselves at higher price points. Students must reflect on how to build on the brand’s current strengths in order to protect it from a decline in consumption and competitive threats. Based on this analysis of the current situation, students must decide on the value of Maille differentiation strategy to younger consumers and on which segments to target without harming the brand’s identity. The rejuvenation of heritage brands (or gaining appeal to younger generations of customers) is a major issue in many sectors, from luxury, to wine and spirits, to food.

The case fosters discussions on core marketing concepts such as heritage branding and brand authenticity as well as differentiation and premiumisation strategies, all concepts that should be developed when answering the assignment questions. Furthermore, students should choose between a segmentation based on demographics (age, generations), and a segmentation based on lifestyle and attitude toward food.

Trend Micro, an antivirus and Internet content security software provider, accidentally releases a flawed pattern file update that disables users' computers. The primary impact is on users in Japan, where 150,000 customers are affected. As the media press for answers and the stock price plummets, Eva Chen (CEO) and Akihiko Omikawa (president of Trend Micro Japan) must decide how to respond.

To consider a range of crisis management options, including apologizing, sharing information, and compensating harmed customers and illustrate the role of corporate culture in determining a company's response to a crisis. Trend Micro's strong customer orientation and collaborative culture guided its response and led to a full recovery in a short period of time.

Understand the implementation phase of sustainable start-ups. Identifying the 4 Ps of sustainable start-ups. Understand the different types of challenges faced by Up-Fuse regarding their target customers and their value proposition. Highlighting the important strategic decisions that sustainable start-ups have to consider in their business cycle. Analyzing the differences between the market conditions globally and in the Middle East and North Africa (MENA) region.

Sustainable entrepreneurship is the type of entrepreneurship that is market-oriented and creative while at the same time putting the environment, society and economy into consideration. Sustainable entrepreneurs offer value through their goods and services that are beneficial or at least do not harm the environment or the society. The case provides background information and facts about doing business in the MENA region and Egypt specifically. Afterward, the case study emphasizes the challenges that are faced by sustainable entrepreneurs in Egypt through analyzing the case of a sustainable Egyptian start-up. The case study is on Up-Fuse, one of the sustainable start-ups in Egypt that produce backpacks, shoulder and waist bags, laptop sleeves, cases and pouches. This case study aims at describing the different challenges and strategic decisions that sustainable start-ups go through in Egypt.

This case targets undergraduate management students, marketing students, master of business administration students, entrepreneurship students and entrepreneurs. This case can be taught in courses with marketing, entrepreneurship and sustainability focus.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

The use of entrepreneurship to deliver profound social impact is a much-needed but poorly understood concept. While social enterprises are generally well understood, there is a considerable need to have a more common approach to measuring the different ways they create social value for us as well as to reduce the difficulties of starting and growing them in the difficult conditions of developing countries. In the northeast of Nigeria, for example, the mammoth challenge of rebuilding communities in an unfavorable entrepreneurship environment makes the need for a solution even more urgent. This case study illustrates a model of promoting entrepreneurship that advances the conditions of sustainable development goals (SDGs) in local communities using a configuration of the key theories of social impact entrepreneurship (variants of entrepreneurship with blended value or mission orientation, including social entrepreneurship, sustainable entrepreneurship and institutional entrepreneurship). The extent to which ventures can adjust and improve the extent of their contributions to the SDGs are shown using examples of three entrepreneurs at different stages of growth. From this case study, students will be able to understand how entrepreneurs can identify and exploit social impact opportunities in the venture’s business model, within the network of primary stakeholders as well as in the wider institutional environment with the support of Impact+, a simple impact measurement praxis.

The case study envisions training students how to hardwire social impact focus in the venture’s business model (social entrepreneurship), how to run ventures with minimal harm to the environment and greatest benefit to stakeholders (sustainable entrepreneurship) and how to contribute to improving the institutional environment for social purpose entrepreneurship (institutional entrepreneurship).

At the end of learning this case study, students should be able to: 1. discover an effective model for a startup social venture; 2. explore options for managing a venture sustainably and helping stakeholders out of poverty; and 3. identify ways to contribute to improving the institutional environment for social impact entrepreneurs.

For students, this case will help in educating them on a pragmatic approach to designing social impact ventures – one that calibrates where they are on well-differentiated scales.

For business schools, entrepreneurial development institutions and policymakers, this case study can help them learn how to target entrepreneurial development for specific development outcomes.

The case study is preferably for early-stage postgraduate students (MSc or MBA).

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

The reading and discussion on case will enable participants to appreciate importance of reward management in performance management system for both employee and organizational good; to develop insight on the effect of perceived discrimination on the motivation of employees; to internalize the effect of perceived unjust, subjective, non-communicative, non-transparent policies on the behavior and productivity of employees and overall organizational culture and climate; and to comprehend the importance of HR and OB issues with respect to performance management system for the benefit of employee morale, motivation and organizational culture.

The effectiveness of an employee is the key factor for the employer. All the profit that the company or the organization makes depends on the employees’ productiveness. The case needs to be understood in the overall context of performance management system (Ferreiraa and Otley, 2009) with focus on elements of appraisal and compensation via rewards and recognition as per objective standards. Performance management systems (PMSs) is a more general descriptor if the intention is to capture a holistic picture of the management and control of organizational performance. Performance management policies and practices refer to the processes of setting, communicating and monitoring performance targets and rewarding results with the aim of enhancing organizational effectiveness (Fee, McGrath-Champ and Yang, 2011). PMS includes both the formal mechanisms, processes, systems and networks used by organizations, and also the more subtle, yet important, informal controls that are used (Chenhall, 2003; Malmi and Brown, 2008). Otley (1999) proposed a framework which highlights five central issues which need to be considered as part of the process of developing a coherent structure for performance management systems. The five areas addressed by this framework include identification of the key organizational objectives and the processes and methods involved in assessing the level of achievement under each of these objectives, formulating and implementing strategies and plans, as well as the performance measurement and evaluation processes, process of setting performance targets and the levels at which such targets are set, rewards systems used by organizations and the implications of achieving or failing to achieve performance targets and types of information flows required to provide adequate monitoring of performance. While the case touches upon all the aspects of the PMS framework, it revolves round the reward episode and elaborates on the way it affects all stakeholders, those who got the benefit, those who felt discriminated and those were mere observers to the episode. Objective performance appraisals are needed to ensure that every employee produces the best performance and that the work performed is rewarded with reasonable increases in pay scales or special additional allowances or incentives. This system carries crucial importance as it helps managers to decide which rewards should be handed out, by what amount and to whom. Additionally, performance appraisals may increase an employee’s commitment and satisfaction (Wiese and Buckley, 1998) The case readers need to notice that when organizations fail to follow objective appraisal or reward standards, the same rewards become a cause of contention. The reward which was handed over to the employees in this case was in addition to the annual appraisal. Though the role of rewards has been well-recognized in motivating the employees to continue performing at high level and encourage others to strive for better performance, what needs to be recognized that rewards’ per say does not serve purpose. They need to be dealt within the context of performance management system. Using rewards to favor or discriminate a few employees by using subjective standards backfires and does no good as the person who is favored cannot take pride in it and is not motivated to perform better or equally well as he/she also knows that the work has no relation to the reward, it is personal favor, on the other hand, the one who is discriminated feel discouraged and demotivated to perform. Rewards have the potential to both help and harm the organization if dealt in a callous and careless manner. Use of rewards to favor or discriminate certain people due to subjective preference can be suicidal for the organization and irreparably damage the trust of the employees in the management. It has been well stated that fairness and objectivity are the core principles using an assessment of the nature and size of the job each is employed to carry out (Torrington et al., 2005). If any organization decides to include rewards as a motivating mechanism, it needs to cull out unambiguous and transparent criteria for rewarding. If employees perceive procedural or distributive injustice from the management, it is not only detrimental for the employee’ relations and teamwork, it also tarnishes the reputation of the organization and jeopardizes the culture of the organization. Reward management needs to be closely related to performance appraisals, job evaluations and overall performance management systems. The current case elaborates on one such instance where unjustified inequity in reward system not only disturbed the employees concerned but it had bred a negative image of the organization among other employees too, organizational citizenship was replaced with contempt and feeling of apathy.

Post graduate students and working professionals can benefit from this study.

Teaching Notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.

Human resource management.

Organisational behaviour, strategic management and management of change, human resources management, business management.

Undergraduate and post-graduate management degrees: including courses on organizational behaviour, human resources management, marketing, business management and strategic management.

Dandiraz an electric appliance manufacturing company in Zimbabwe has an aggressive marketing director who had increased exports from 15 percent of the company's production to 40 percent and the company had won the National Exporter of the Year Award twice as a result of his efforts. The chairperson was uncomfortable with the outbursts of the marketing director when he talked to him about the production department. There was a disagreement between the marketing director and production director in the way certain issues were to be implemented. The chairperson was undecided on whose suggestions to follow since both directors were giving valid contributions but opposing each other.

Students can focus on the importance of how departmental conflicts can harm an organisation if not managed properly. Students will also appreciate the importance of making quality decisions by top management as an important ingredient for the success of an organisation.

Teaching notes are available. Consult the librarian for access.

This case focuses on ethics issues arising from the tobacco trade. Government as regulator of that trade and guardian of public health faced complex political, financial and ethical issues in discharge of its responsibilities. The harms resulting from tobacco use were well-known and had generally attracted adverse decisions from governments everywhere. The company offering tobacco products for sale, Carreras Ltd., had generally continued to do well financially despite those adverse decisions. Government, in the present case, had introduced legislation to penalize tobacco use in public places, and in so doing, raised several ethical issues such as punishing smokers for using a legal, widely distributed product; classifying cigarettes as harmful to health yet allowing its wide distribution and sale; continuing to derive substantial tax revenue from sale of a harmful product; enabling Carreras to profit from sale of said harmful product; offering little help to smokers to break their nicotine addiction. Students should be asked to identify and recommend solutions to the ethical issues faced by: the government and its “point man”, the Minister of Health as they sought to reduce the public’s use of a harmful product. The smoker who may be even addicted to a product is known to cause or contribute to a host of serious diseases. Students were to identify and recommend solutions to ethical issues faced by the players in the case. One of these players was Carreras whose operations were facing severe regulatory and public relations headwinds. Another was the nonsmoking public whose health was put at risk even though they did not use the product. The sentences could be reworded to read; Carreras, in its continued efforts to justify selling a harmful product. Nonsmokers who, despite not using the product, suffered adverse health consequences because of its use by others.

Cigarette smoking has been linked to a long list of serious diseases including several cancers, cardio-vascular disease, pulmonary ailments and stroke. Despite several government actions over the years to reduce cigarette smoking, it remained widespread and continued to take a heavy toll on public health. The government’s latest gambit, the Public Health (Tobacco Control) Regulations introduced in 2013, represented the first legislation specifically designed to restrain smoking in “public places”. Carreras Ltd., a subsidiary of British American Tobacco (BAT), had been the only significant provider of cigarettes in Jamaica for several decades and in the period allocated for public feedback, mounted a fierce assault on the Regulations, and galvanized other private sector interests to join in that effort. The case addresses the interaction between government’s roles as guardian and financier of public health, the public’s right of choice, and a company’s right to sell a legal product, albeit one deemed harmful to public health. That government derived substantial tax receipts from trade in that product added another layer of complexity to the matter. The Minister of Health, Dr Fenton Ferguson, was the government’s point man and our protagonist.

Final year University students of Management would have been exposed to ethics theories. Many management courses do not devote enough effort to the study of the interplay between the ethical, financial, and legal and the issues that can arise therefrom to complicate decision-making. The case was structured to invite exploration of this interplay.

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 11: Strategy

This case study was developed using data from secondary sources. The data was collected from the organization’s website, annual reports, press releases, published reports and documents available on the internet.

According to the International Energy Agency’s (IEA) World Energy Outlook (WEO), 775 million people worldwide would not have access to electricity even by 2022, with the majority of them living in sub-Saharan Africa (SSA) (Cozzi et al., 2022). In SSA, energy poverty had been a serious issue over the years. According to the IEA, 600 million people lacked access to electricity in 2019, while 900 million people cooked with traditional fuels (Cozzi et al., 2022). A World Bank report from 2018 said many SSA countries had energy access levels of less than 25% (Cozzi et al., 2022). Energy poverty in SSA hampered sustainable development and economic growth.

Despite significant efforts to address this poverty, Africa remained the continent with the lowest energy density in the world. Although solar and other energy-saving products were appealing, their adoption rates were modest, and their distribution strategies were not particularly effective. The lack of electricity exacerbated a number of socioeconomic problems, as it increased the demand for and use of wood fuel, which caused serious health problems and environmental harm.

While working in Uganda, Katherine Lucey (Lucey) saw that having no electricity had negatively affected women’s health in particular because it was women who were responsible for taking care of the home. These effects were both direct and indirect. The women’s reliance on potentially harmful fuels for cooking, such as firewood and charcoal, resulted in their suffering from respiratory and eye problems, in addition to other health issues. Furthermore, the distribution of energy-saving and renewable energy items was seen as the domain of men, and there was an inherent gender bias in energy decisions. Women were not encouraged to participate in energy decisions, despite the fact that they were the ones managing the home and would gain from doing so. In addition, because there was no light after dusk, people worked less efficiently. Lucey saw the economic and social difficulties that electricity poverty caused for women in rural Africa. She also witnessed how the lives of a few families and organizations changed after they started using solar products. This motivated her to start Solar Sister with the mission of achieving a sustainable, scalable impact model for expanding access to clean energy and creating economic opportunities for women.

Solar Sister collaborated with local women and women-centric organizations to leverage the existing network. Women were trained, provided all the necessary support and encouraged to become Solar Sister Entrepreneurs and sell solar products in their communities and earn a commission on each sale. To provide clean energy at their customers’ doorstep, the Solar Sister Entrepreneurs received a “business in a bag” – a start-up kit containing inventory, training and marketing assistance.

Solar Sister’s business model empowered the women in SSA by providing them with an entrepreneurship opportunity and financial independence. Also, the use of solar products helped them shift from using hazardous conventional cooking fuels and lead a healthy life. The children in their households were able to study after sunset, and people in the community became more productive with access to clean energy.

The COVID-19 pandemic outbreak, however, had a serious impact on Solar Sister. It found it challenging to mentor and encourage new business owners due to restrictions on travel and on group gatherings. The Solar Sisters were unable to do business outside the house either. Their source of income, which they relied on to support their families, was therefore impacted. The COVID-19 outbreak also slowed down the progress achieved by the community over the years and made household energy purchasing power worse. Furthermore, the organization was also grappling with other issues like limited access to capital, lack of awareness and infrastructural challenges. Another challenge lay in monitoring and evaluating the organization’s impact on the last mile.

In the absence of standardized measurement tools and issues in determining the social impact of Solar Sister, it would be interesting to see what approach Lucey will take to measure the impact of Solar Sister on the society. What measurement tool/s will Lucey implement to gauge the social impact of Solar Sister?

This case is intended for use in PG/Executive-level programs as part of a course on Social Entrepreneurship and Sustainability.