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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

After working through the case, the students should be able to understand Indian political economy and the brand building process of NaMo; identify the media mix strategies used to build the brand NaMo in India; evaluate possible future growth strategies for brand NaMo; and compare and contrast brand NaMo with business brands.

Narendra Modi popularly called as NaMo was the current Prime Minister of India. He belonged to Bhartiya Janata Party (BJP) which won India’s general elections in two consecutive terms 2014 and 2019. NaMo was recognised worldwide for his prudence in leading the country to greater heights of achievement. NaMo started his political journey as the worker of BJP at a tender age. His rise in political career was akin to flagship brand overtaking the parent brand. All the steps taken in the past to position himself as a cult brand, will it fortify to NaMo’s victory in 2024 general elections? Business firms may follow NaMo’s strategies. What can the business brands emulate from NaMo to market and position themselves? Can political success be transpired to business success?

This case is designed for use in a graduate-/postgraduate-level marketing course in segments on brand management, brand expansion and the marketing strategies of a market leader. The case can also be used in a brand management course to discuss brand management models (e.g. Keller’s brand resonance pyramid and brand value chain). This case has particular application for classes that focus on brand equity, STP for any brand (segmentation, targeting and positioning) and brand value chain. The case looks in detail at the Indian political market and brand building process of NaMo and examines competitive moves since its inception. This case can be used in brand management, media management courses. The dilemma can be explained as part of a marketing course for postgraduate and executive programmes.

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CSS 8: Marketing.

Subject area – Leadership and organizational change. Study level/applicability – Undergraduate and Master's degrees in Business and Management. Managers and executives undergoing training in leadership-related issues will also benefit from the case study through development of analytical and decision-making skills. Case overview – The case study highlights a successful retail business leader who has been directly involved in the transformation of his family business from a mere merchandiser to hypermarket owner. For more than five decades of developing and cultivating his leadership skills, business competencies and continuous learning, he successfully competes with foreign giant retailers. To comprehend the transformation process undergone by his business, the case study captures the development phases of the organizational changes and the leader's leadership and decision-making styles from the early establishment of the company until becoming a local giant retailer, that is chosen as a ”value for money” merchandiser by the customers. Expected learning outcomes – The target users of the case study are expected to:

Identify the critical success factors of successful leader.

Examine the leadership and decision-making styles employed by the leader.

Develop the competencies or capabilities of a retail business leader.

Determine programmes or initiatives and strategies used by the leader in transforming the business organization.

Apply the lesson learnt of a successful leader to their organization.

Tourism and hospitality management, strategy, economics and customer service.

Undergraduate students studying hospitality management, customer satisfaction, customer service and economics.

Dubai International Airport is one of the most celebrated airports worldwide. It was constructed by order of Sheikh Rashid bin Saeed Al Maktoum in 1969 and has developed significantly in all sections over the years. Passenger numbers and profits have increased dramatically and the airport has received many awards from various countries and organizations, contributing greatly to economic and tourism development. Dubai International Airport offers unique services and facilities to customers, including the Airport Medical Centre, special needs services, Dubai International Airport Hotel, transportation, lounges, a children's play area, smoking rooms, Al Majlis services, executive flight services, Ahlan services, a modern baggage-handling system and Dubai Duty Free. The quality of service is one of the significant concerns of an international company, including Dubai International Airport, as a high quality brings many benefits to the organization, such as increased customer satisfaction and revenue. Thus, to maintain a high-quality level and compete with other international airports, Dubai International Airport needs to ensure the development of its service.

This cast study will help understand both the services offered by the airport and their features and understand the concepts of increasing value to customers in lieu of money, the contribution of the airport to economic growth, exceeding customers' expectations, intonation in providing services, some factors of competitive advantages, the application of customer satisfaction theories, the services market triangle and providing a role model to other airports.

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

The learning objectives of this case are as follows: identify and understand the major challenges/problems faced by a social enterprise in promoting handicraft business; examine the value chain architecture of handicraft products; assess the role of the protagonist (Sanjay) as a social change agent in shaping a successful social enterprise; assess Sahaj Crafts' initiatives and analyze whether the key intervention/s planned/executed were required for skilling up of rural artisans and upgradation of handicraft business; know the marketing strategies for handicraft products; and understand the “strategies” which need to be applied for uplifting people's lives at the bottom of pyramid in general and for enlivening of artisans’ clusters in particular. The outcomes are as follows: examining the value chain architecture of handicraft product; understanding the difficulties and challenges of structuring a viable social business model; examining the role of Sanjay as a social change agent in shaping a successful social enterprise; and examining the model of Craft Incubation Center and design education proposed by Sahaj Crafts for improving rural artisans’ livelihood and skills upgradation.

Sanjay Joshi – the promoter and CEO of “Sahaj Crafts” (a social enterprise established in Western Rajasthan, India), an initiative to strengthen indigenous skills and mainstream rural craft products and artworks – is faced with the question of how to scale up his organization’s operations. Doing so requires that he address these fundamental challenges in terms of – how to deal with unorganized craft communities; match up product orientation to market demands; integrate modern technology / processes in craft business; combat restricted mobility of women artisans; and make effective interventions so that the artisans learn and enjoy working in the current model and solve the financial issues faced by the social enterprise. Providing effective and implementable answers to those questions is vital to Sahaj Craft’s development in attaining its mission to alleviate poverty in the region. Failing to expand operations above a critical scale may leave Sahaj Crafts vulnerable in meeting sufficient demand for contemporary craft products in the mainstream markets.

This case study is primarily suitable for post-graduate level management students to teach the concepts of designing and operationalizing a “social” business model in a social entrepreneurship module. This case study can also be used for highlighting business model innovations in the social sector of emerging markets. The case could be taught in the following academic domains: social entrepreneurship; bottom of the pyramid; social inclusion; supply chain consolidation (vertical integration in a value chain); marketing strategies for handicraft products; branding; brand positioning; cost and management accounting.

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

The main teaching objective for the case is for students to build a better understanding of how to advance women (and other minorities) in the workplace through mentorship. This is achieved through recognizing the wide variety of issues that enable and constrains women’s advancement in the workplace; defining mentoring, sponsorship, coaching and networking; and highlighting how mentoring, sponsorship, coaching and networking can overcome the challenges of facing women’s advancement in the workplace?

The case study explores the role of senior women leaders in the career advancement of other women in the workplace. It helps us understand how mentoring can address the low prevalence of women at senior levels despite companies’ efforts to advance women. The case profiles the career and leadership journey of a senior female executive, Maserame Mouyeme. It documents her rise from the dusty streets of Soweto, South Africa to become one of the first black female executives in several corporate contexts across Africa and especially at Coca-Cola. The case illustrates her practice of mentoring and its impact on her and others’ careers. Also illustrated is Mouyeme’s leadership style, mentoring approach and workplace experiences. Students deliberate Mouyeme’s dilemma: whether to continue to advance a new generation of women leaders or whether to focus on her core role of building the business she is responsible for. The selected research method is a teaching case study, grounded in an exploratory approach. Primary data was collected via semi-structured interviews with the protagonist and four of her mentees. Secondary data was collected via studies about the protagonist and the companies she has worked for in her career. The case provides empirical insights about the role of leaders and especially women, in advancing women. The case shows the approaches in which organizations can advance women. It also shows how emerging leaders can better manage their own careers. The case deepens knowledge of women advancement and career development.

The case is appropriate for post-graduate level study, including MBA-level. It is also appropriate for use on executive development programs.

Teaching Notes are available for educators only.

CSS 6: Human Resource Management.

The first company under the Amara Raja Group was established in 1984, i.e. Amara Raja Electronics Limited (AREL) followed by Amara Raja Batteries Limited (ARBL). Its founder leveraged the presence of his family in Renigunta, a rural village in South India, and chose to start the industry there to create employment opportunities. Preference is given to local population in all ARG enterprises. Despite its strong people orientation, the HR department/function at ARG got strengthened only after Jaikrishna strived to make it central to business. The department's evolution has been demarcated in three phases. The first and second phase saw few initiatives, and during the third phase the HR department was structured according to the Dave Ulrich Strategic HR Model. While this structure had been successful until now, certain sections in ARG still doubted its sustainability.

After the completion of this case study, students will be able to understand the importance of being close to local people when embarking on social business; understand that clear purpose and good decision-making can lead to great outcomes; and learn that innovation is crucial to ensure sustainability of both business and impact.

The case highlights the journey of Laiterie du Berger (LDB), a social enterprise in the agribusiness industry and the challenges faced as it expands and innovates. LDB’s roots lie in its commitment to social impact, aiming to uplift the Fulani livestock farmers and address socioeconomic issues. The company’s business model prioritizes people over profits, focusing on sustainable development and poverty alleviation. The LDB case showcases the challenges and opportunities in the agribusiness industry. LDB’s commitment to social impact, demonstrated through its support for farmers and sustainable farming practices, has been integral to its success. As the company expands and innovates, it faces critical decisions that require balancing financial growth with social responsibility. By embracing development, innovation and collaboration, LDB can continue to be a catalyst for positive change in the agribusiness industry while staying true to its roots and the principles that have defined its journey.

This case study is designed for bachelor’s and master’s degree students in the field of entrepreneurship and innovation, as well as MBA students. The case focuses on social entrepreneurship with the example of an agribusiness company located in Senegal, prioritizing social impact and quality of life. The case study explores the dynamics of the sector, including expansion strategy, innovation initiatives and the dilemma of balancing social mission and profit that social entrepreneurs may be facing. By analyzing this real-world situation of LDB, students will have the opportunity to enhance their decision-making skills.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship

By 2009 Netflix had all but trounced its traditional bricks-and-mortar competitors in the video rental industry. Since its founding in the late 1990s, the company had changed the face of the industry and threatened the existence of such entrenched giants as Blockbuster, in large part because of its easy-to-understand subscription model, policy of no late fees, and use of analytics to leverage customer data to provide a superior customer experience and grow its e-commerce media platform. Netflix's investment in data collection, IT systems, and advanced analytics such as proprietary data mining techniques and algorithms for customer and product matching played a crucial role in both its strategy and success. However, the explosive growth of the digital media market presents a serious challenge for Netflix's business going forward. How will its analytics, customer data, and customer interaction models play a role in the future of the digital media space? Will it be able to stand up to competition from more seasoned players in the digital market, such as Amazon and Apple? What position must Netflix take in order to successfully compete in this digital arena?

To examine the benefits and risks of investment in analytical technology as a means for mining customer data for business insights. Students will develop a strategy position for Netflix's investment in technology and its digital media business. Students must also consider how new corporate partnerships and changes to the customer channel model will allow the company to prosper in the highly competitive digital space.

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.