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Fruitzone India Limited (FIL) was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company had conducted market research to identify a new flavour of fruit juice that it could launch. The case discusses how the data collected in confirmatory research using primary research is analysed and interpreted. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.

Fruitzone India Limited was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company was conducting market research to identify a new flavour of fruit juice that it could launch. The case discusses how Fruitzone India Limited conducted the exploratory research and then prepared to conduct a confirmatory research. The case can be used to discuss different exploratory research techniques, how to interpret the findings of exploratory research and questionnaire construction. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.

Narayana, the head of Market Dynamic's (MD) Telecom vertical was working on the data analysis plan for the research on the telecom project that they had done for CWP. CWP was a well known consultant and had conducted a research with MD to generate consumer insights in the telecom space. These would help bring credibility for CWP and help in business development. CWP had requested for an early delivery and Narayana was planning to work on the analysis plan himself as his chief analyst was on leave. This case highlights the importance of an analysis plan in research. Specifically, it illustrate the role of different tools in data analysis and familiarizes participants with various tools and their applications. This case would be useful for students in Business Research and Market Research courses.

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

This case introduces the context of seaport logistics supply chain management with a focus on the issues of risk management in handling and transportation of dangerous goods (DG). The authors present the following learning objectives under the overarching framework of Bloom’s Taxonomy as follows: To understand the severity of handling and transportation of DG in the export supply chain context. To understand the relevance of multi-criteria decision-making in risk assessment. To apply Delphi Technique to appropriately explain the process of risk assessment in a supply-chain context.

It was midnight on December 21, 2020, and Nishadh Amonkar, Chief Executive Officer, Yorokobi, was still awake recollecting his telecon with Tushar Rane, the Head-Materials, Western Maharashtra site of Crop Life Pvt Ltd. The organization was developing and manufacturing pesticides and other specialty chemicals for its clients worldwide. As new and diverse products were being manufactured in the organization, transportation of the products was becoming challenging. The case highlights the need for a data driven risk assessment approach to manage supply chains that were prone to product driven risks such as the handling and transportation of DG.

This course is suitable at the Master of Business Administration level for the following courses: Supply Chain Management (Focus/Session: Supply Chain Risk Management), Logistics Management (Focus/Session: Risks in Logistics and Supply Chain), Research Methodology (Focus/Session: Application of Delphi Technique).

Teaching notes are available for educators only.

CSS 9: Operations and logistics.

Marketing; customer segmentation; operations and logistics.

Undergraduate business and management students, MBA/MA level application for international marketing modules incorporating customer segmentation and customer asset management.

DHL, the international air express and logistics company, serves a wide range of customers, from global enterprises with sophisticated and high volume supply-chain solutions shipping anything from spare parts to documents, to the occasional customer who ships the odd one or two documents a year. To be able to effectively manage such a diverse customer base, DHL implemented a sophisticated customer segmentation cum loyalty management system. The focus of this system is to assess the profitability from its customers, reduce customer churn, and increase DHL's share of shipments.

Case teaching objectives: to demonstrate the concept of customer segmentation with loyalty management as a total system in a logistics company setting, and to evaluate appropriateness of the classification; to utilize the concept of service tier model within the company's current operations, and to evaluate the effectiveness of the model; to analyze the implementation of the customer segmentation cum loyalty management system and development of the necessary rules required to classify the various accounts into categories; to highlight the possible challenges arising from the implementation of customer segmentation cum loyalty management system, and to discuss possible methods of resolution.

Teaching note.

The learning outcomes of this study are to gain an understanding of the banking regulations and their impact on banking performance, to understand the intermediation role of banks by channelizing depositors’ savings and providing loans to borrowers, to explain an impact of a recent regulatory change in the Indian banking that directly impacts their financial performance, to critically evaluate the different financial ratios to analyze the performance of a bank and to build a DuPont analysis framework for banks.

The case serves as a primer on banking regulations in India and provides insights into banking performance. Banking regulations play an important role in maintaining financial stability, specifically in emerging economies like India. The protagonist of the case is Salil Kumar who presented his internship project to the review committee of Stock Investment Company on April 16, 2021. However, he had to rework and present his final project within seven days on the basis of the feedback received from the committee. Kumar faced the dilemma of bringing together a comparative study across two banks, namely, Industrial Credit and Investment Corporation of India (ICICI Bank) and State Bank of India (SBI) and building a DuPont framework covering the different aspects of banking performance. The case exemplifies the intricate regulatory landscape in India within which banks operate and highlights the recent alterations introduced by the Reserve Bank of India. For instance, the framework for dealing with domestic systemically important banks (D-SIBs) was introduced in 2014 and subsequently adopted in August 2015. The D-SIB framework provides inherent guarantee to large banks such as ICICI Bank and SBI. This ensures government backup in the event of any failure, thereby securing financial stability. The case study is suitable for banking and financial accounting courses taught in postgraduate management programs. Once the case is studied, the students are expected to understand the basics of banking, regulations, impact of regulations on banking performance and financial measures.

The case provides valuable insights into the intricate dynamics of the banking industry, offering a critical perspective for analysis. A well-structured teaching note would serve as a valuable tool for instructors, allowing them to facilitate engaging classroom discussions and effectively guide students toward achieving the desired teaching objectives.

Teaching notes are available for educators only.

CSS 1: Accounting and Finance.

Strategic decision making in cooperation projects. The decision deals with the process of generating a strategy for R&D and technological innovation in developing countries, through international cooperation.

Students of programs of strategic management, business policy and management of international cooperation. Target courses include: strategic management seminars, international cooperation seminars, MBA.

The case shows the process carried out by a team led by Braulio Perez Astray, manager of the innovation department of the Foundation University of A Coruna (Spain) and Radhames Mejia, executive vice-rector of the Pontifical Catholic University Madre y Maestra (Dominican Republic) to design the strategy for R&D and Technological Innovation of the Dominican Republic. It describes the tasks and responsibilities undertaken in the INPOLTEC Project, the result of the international cooperation between Spain and the Dominican Republic. It included the involvement of the Administration of Government of both countries, the contributions of the scientific community and a significant sample of Dominican companies, as well as the advice of Spanish experts and technologists in the field of innovation and technology policy. The case arises from the position of Braulio Perez Astray, leader of the project. The objective of this case is to analyze the potential transfer of this experience to other countries in Central America and Caribbean.

The learning objective is to facilitate students to investigate the decisions in the strategic process in the field of innovation and to reinforce the focus of international cooperation as a mechanism for strategic support in stimulating the flow of knowledge in science and technology.

Teaching notes are available. Please consult the librarian for access.

This case was developed from both secondary and primary sources. The secondary sources include journal and newspaper articles. Primary sources include court proceedings, industry reports and EEOC recommendations regarding disparate impact for major retailers. This case has been classroom tested with undergraduate BBA students in an introductory undergraduate Human Resources course.

In August 2019, Ms Ramos applied for an entry-level position at Stockworld; however, despite receiving an initial offer, Ms Ramos was notified soon after beginning the position that her job offer was being rescinded as a result of a completed background check. The Fair Chances Act for employment has challenged employers to “Ban the Box” that asks about criminal past acts before conditional employment offers. With increased demand for qualified applicants following and amid current labor shortages, proponents of “Ban the Box” challenge that including background checks before and even following conditional offers lead to disparate impact with Title VII protected classifications of employees. Can employers Ban the Box to prevent Disparate Impact for entry-level positions? What are the implications for eliminating criminal background checks?

This case was written for use in an undergraduate introductory human resource management course or general business law course. The focus of the case supports classroom discussion for online and face-to-face instruction regarding equal employment opportunity and employment decisions. The case also has strong application in course content regarding discrimination and strategic plans for organizational success. Educators who use critical thinking methods to apply hiring strategies or talent pipeline assessment can use this case to explore additional avenues for external recruitment and talent development.