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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 completion of the case study, the students will be able to examine the service failures faced by Nykaa; propose a resolution to the service failures faced by Nykaa through service recovery strategies; analyse the service quality gaps faced by Nykaa and propose strategies to bridge the gaps; learn and comprehend more about business models in e-commerce; and evaluate the e-commerce business models for deciding the best fit for Nykaa.

“Nykaa” was the brainchild of Falguni Nayar, who was an IIM alumna and had worked with the Kotak Mahindra Group for nearly 20 years as a venture investor and merchant banker. After representing the group’s global operation in the UK and the USA, she became the head of the institutional equities division. In 2005, she was the Managing Director of Kotak Mahindra Bank’s project. Nayar had reached the pinnacle of her career, but something was troubling her. In 2012 when Nayar noticed anomalies in India’s beauty and personal care market, her goals were realised. Unlike in other nations such as Japan or France, the availability of beauty products in India was limited, despite significant demand, owing to product unavailability in many areas. Nayar founded “Nykaa”, an online portal for multi-beauty, personal care and well-being items that also later branched out into fashion. However, after 10 years of its establishment, Nykaa was facing challenges regarding services outages, casting doubts over Nykaa’s business model practiced by it for the past 10 years.

This case is intended for discussion in the undergraduate, postgraduate management courses and executive MBA courses with marketing specialisation, services marketing and strategic marketing.

Teaching notes are available for educators only.

CSS 11: Strategy

This study enables to critique the development of a sustainability strategy brand; integrated reports, sustainability reports, usage of safe internet and online learning skills to reduce inequalities and increase stakeholders’ values.

Digi Telecommunications (Digi) has been publishing annual sustainability reporting in line with Global Reporting Initiatives since 2009. Albern Murty, Chief Executive Officer (CEO) of Digi, the largest player in the mobile telecommunications industry in Malaysia by the number of subscribers, decided to establish a responsible business brand known as Yellow Heart in 2018 to better serve their stakeholders demand. There was a low stakeholder understanding of Digi’s sustainability efforts and societal impacts. Digi’s Sustainability department aspired to make Yellow Heart the best industry practice for continuous improvements by making Responsible Business commitment one of the main pillars of the company’s strategy and vision. Yellow Heart was linked to Sustainable Development Goals (SDG)10 on reducing inequalities by focusing on Digital Inclusion and Resilience to increase safe access opportunities, provide marginalized communities with opportunities to pursue interests in digital learning pathways and create a more sustainable digital future for all. The case study illustrates the sustainability management at Digi and the planned migration from sustainability reporting to integrated reporting to build trust in the business with all the stakeholders. The case dilemma involves the challenges that Philip Ling Oon Hun, the Head of the Sustainability, faced in deciding the SDGs to focus on and measuring and reporting their outcomes to contribute to the greater good, not only in pure business terms but also to society at large.

This case is appropriate for undergraduate or graduate-level programs in Accounting, Corporate Governance and Strategy Implementation.

Teaching notes are available for educators only.

CSS 1: Accounting and Finance.

The subject area is entrepreneurship.

Graduate and executive education level in leadership, entrepreneurship and strategic management are used to discuss leadership, entrepreneurship and strategy in health services.

This case talks about the passionate journey of a pediatrician practicing in the Mumbai city of India, who as an individual private practitioner is contributing to the fulfilment of the global health agenda and the fourth Millennium Development Goal (MDG) – “reduce child mortality”. His vision is to make quality and affordable expert pediatric care accessible to all the individuals, right from pre-birth to adulthood. Surya Mother and Child Care Hospital (SMCH) is being strengthened as a nation-wide network of mother and child hospital offering patient/consumer-centric integrated collaborative quality care, and it needs to be seen how this model can be made sustainable as it enlarges in scale for the future.

The case is structured to achieve the following learning outcomes: to understand about effectuation as a logic for entrepreneurial success through the lens of Dr Avasthi and his venture SMCH; To understand and apply Porter’s Principles of value transformation that essentially focus on outcome-driven cost-efficient work practices in a collaborative integrative fashion, where transformation must come from within (some practices suggested can be applied to the Indian Healthcare Services Delivery systems); to critically analyze the overall strategic position of SMCH as an organization and its competitive environment; to discuss the factors influencing health-care delivery capacity build up, given the MDGs 2015, Every Newborn Action Plan and Indian Newborn Action Plan framework, as applicable to India; and to discuss and analyze mechanisms for future sustainable service delivery options for SMCH. Although each of these principles is important, possibly, the instructor could emphasize and encourage more discussions on potential models of shared partnerships that can help quality health-care services reach the unreached and the incorporation of technology in achieving this. The learning process can also facilitate discussions about leadership qualities in the creation of health-care entrepreneurs, for the “Change That They Would Want To See”.

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CSS:3 Entrepreneurship.

“I think I would like to write a case. What do I do now?” The purpose of this paper is to answer this often-asked question by presenting a useful guide for case writers which examines the entire process of case writing beginning with the initial idea and proceeding through required stages leading to the publication of case studies. Further, this guide seeks to emphasize that case writing is a form of research, not just story telling. Ultimately, the increasing interest of scholars in researching, writing, and publishing pedagogical cases provided the impetus for this paper. The four major case writing processes identified in this paper include ideation (idea generation), creation (crafting the case study), application (creating the Instructor’s Manual), and publication (publishing the case). Each of these four processes is presented in detail including examples, pitfalls, and resources. This work is intended to assist novice, as well as experienced, case authors who seek advice on crafting and publishing pedagogical cases in refereed journals. Resources presented in this paper should be helpful especially for aspiring and as yet unpublished case writers.

The paper is based partially on archival research, but most of the content is based on the substantial experience of the authors.

The paper is relevant for upper-level undergraduates as well as graduate students interested in pedagogically based research.

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.

This case is based on primary and secondary sources of information. These sources include interviews with senior executives as well as documents provided by Mondragon and Eroski. The interviews were conducted on-site. In addition, the authors researched the literature on both organizations.

Eroski is the largest of Mondragon Corporation’s coops. Since its founding, Eroski has faced numerous challenges. It has responded to each challenge with out-of-the-box thinking. In response to the pandemic, Eroski become an e-commerce supermarket as well as selectively continuing bricks and mortar stores. As the pandemic is winding down, Eroski is considering how to respond to the “new normal,” which is largely undefined. The question posited at the end of the case is, “Will Eroski be able to hold to its social principles, maintain its unusual governance model and other unusual practices, and survive this latest challenge?”

Eroski of Mondragon is a complex and unusual organization. To appreciate the challenges and how they were overcome by its unique business model, a student must have a minimum background in management, corporate finance and marketing. Thus, this case would fit well into a senior or graduate class on strategic human resource management. It is also recommended for the strategy capstone course usually offered during the last year of a business bachelor’s degree (senior level) to ensure that students are introduced to what Paul Adler refers to as an alternative business model. It can also be targeted for an advanced management course or a strategy course at the MBA and executive levels.

Corporate strategy and family business management.

The case is designed for usage in senior-level undergraduate courses of strategic management and managing family businesses.

This case study relates the story of the launch and development of Zayed Al Hussaini Group, a family business in the United Arab Emirates (UAE). The business had been established a year after the unionization of the different Emirates by the founder, Zayed Al Hussaini, in partnership with his brother. Following a series of strategic moves, such as acquisitions and divestures, and adverse family-related events, the Group was led solely by the founder himself. Over the years, Zayed Al Hussaini Group has grown to become a successful family business in various industries of its operation, but following the death of the founder's son, the company activities have been struck with chaos. Zayed's nephew, Ahmed, who had left the family business to continue his studies and work at McKinsey & Company in London, has been called back home after eight years to take the lead of the entire Group. However, he is faced with several challenges, such as dealing with the family gap he has developed over time and balancing family and business priorities. Will Ahmed be able to make the right decisions in the role and responsibilities that have been bestowed upon him?

To analyse the process of launching a family business and making strategic decisions for managing its development over time.

To assess the potential difficulties and challenges which are associated with managing a family-run organization.

To evaluate the effectiveness of decisions with regards to the company's growth and succession management planning.

To apply relevant theoretical concepts to the analysis of complex situations in the specific context of family businesses.

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Entrepreneurship, Corporate sustainability, CSR, Supply chain.

Master's courses: Entrepreneurship, Strategic management.

In 2002, potential risks deriving from emerging normative demands in the CSR debate prompted Axel Springer (AS) to rethink their supply chain strategy for Russian wood. Being one of the first movers in CSR in the publishing business, AS realized that current practices could spark future public discussion that might put pressure on AS, a key player in these supply chains. In early 2002, AS and one of their main suppliers, Stora Enso, started a joint initiative to redesign the supply chain processes in two of the major Russian logging regions to improve their social and ecological performance. Sometime later, other major players in the publishing sector as well as critical reviewers from several non-governmental organizations (NGOs) were invited to participate in the design of the new voluntary sustainability initiative called “Tikhvin Chalna project”, the second phase of which was accomplished by the end of 2006.

Learn that organizations (specifically high-brand owners) are responsible for practices within their entire supply chains (social as well as environmental performance).

Explore proactive corporate sustainability, CSR strategies are market but also institutional driven; Strategizing involves forming and transforming the rules, norms and standard models of customers as well as institutions such as NGOs or governmental bodies. Whether the initiator of such strategy is successful in increasing or manipulating demands is dependent on its resources and capabilities as well as on its network position. The case supports students in understanding resources being used to successfully transform or create institutional arrangements.

Discover that the value of a business' relationships and its network position.

Teaching note, Video files

Innovation, information technology, e-marketing and sales, strategy and entrepreneurship.

The case is intended for use in advanced graduate and executive education level management and technical programs of study. The case is high inter-disciplinary appropriate for all courses dealing in use of innovation, information technology, entrepreneurship, marketing and sales and strategy.

Practo Technologies Pvt Ltd is a company established in 2008 by entrepreneurs Shashank, N.D. along with Abhinav Lal. At Practo Technologies engineers practice to create technology that supports healthcare industry. In India, there is not enough assistance given to the patients in terms of searching for appropriate doctors and fixing an appointment with them easily. The patient's data lie scattered in reports and the patient's medical history goes unrecorded. Practo provides a robust platform for doctors and patients to collaborate together under one umbrella. It provides patients with open basket of doctor profiles and special search based on doctor's specialty. The case showcases the journey of transformation healthcare sector in India has gone through. The change was resisted, it never came that easy! The case explores issues in implementing information technology for clinics and hospitals in India. This case illustrates interesting facts Indian healthcare and the preparation they need to equip with to manage global technology tide.

The case can be used for teaching service innovation. Managing innovative practices and low-cost online business models is illustrated. In particular, it deals with how the early start up employs innovation to set up new working ideas. The case is designed to stimulate discussions of broad array of issues regarding deployment of IT services specifically in the hospitals and clinics across India. Evaluate the advantages and liabilities of expanding globally at a very early start up stage. The case focuses on Practo early development with only concept in hand and transforming it into a profit generating business. Evaluate the advantages and challenges of innovation, technology development, deployment and training of manpower to use it. The case offers students opportunity to understand and take view of strategically building early start up and management of concerns with no prior experience. To identify business opportunities and explore various possibilities of expansion into IT healthcare business. The students are given base to explore sales and marketing strategies for online model. The students get overview of cutting edge business offerings and surviving the dynamic competition in the era of globalization.

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