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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.

This case, along with its B case (UVA-QA-0865), is an effective vehicle for introducing students to the use of machine-learning techniques for classification. The specific context is predicting customer retention based on a wide range of customer attributes/features. The specific techniques could include (but are not limited to): regressions (linear and logistic), variable selection (forward/backward and stepwise), regularizations (e.g., LASSO), classification and regression trees (CART), random forests, graduate boosted trees (xgboost), neural networks, and support vector machines (SVM).

The case is suitable for an advanced data analysis (data science, machine learning, and artificial intelligence) class at all levels: upper-level business undergraduate, MBA, EMBA, as well as specialized graduate or undergraduate programs in analytics (e.g., masters of science in business analytics [MSBA] and masters of management analytics [MMA]) and/or in management (e.g., masters of science in management [MScM] and masters in management [MiM, MM]).

The teaching note for the case contains the pedagogy and the analyses, alongside the detailed explanations of the various techniques and their implementations in R (code provided in Exhibits and supplementary files). Python code, as well as the spreadsheet implementation in XLMiner, are available upon request.

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.

This case was successfully taught in a second-year MBA marketing course on the science of behavior change. It would be suitable for first-year MBA and executive education programs. The material would work well on courses on women in business, women as leaders and women in data science. The female protagonist creates a tech platform and uses a data-driven model.

Marketing – it was used in a module around leveraging existing insights and creating new ones in marketing strategies. The course is structured around a “pathway to behavior change” framework. This case focuses on the analysis segment of the model, introduces targeted behavioral challenge(s) and lends itself to identifying consumer insights, biases and behaviors. It uses that analysis to learn about the market, competition and gaps to fill.

This case uses a startup in the retail industry to explore the leverage of behavioral science to enrich a business model and structure a marketing campaign. The material unfolds the testing of an innovative process and use of persuasion to align business practices with human behavior and scale. In addition, it gives the opportunity to discuss how a minimal tech solution could bring in market data and provide a test platform to larger clients.The founder of Rohvi, Sara Whiffen, created a platform that allowed shoppers to buy clothing items from local retail stores, use them and after a few wears, return the items for partial store credit. The business model was based on Whiffen’s experience in the automobile industry with used cars. Following her first few years in the business, Whiffen had to make some decisions around engaging clients on two sides – retailers and consumers. How can an innovative startup leverage behavioral science to persuade multiple stakeholders?

• Learn marketing concepts in material and a tech platform featuring a female protagonist and team; • practice evaluating a product and capturing value using behavioral science; • understand consumer/business biases and practice forming and delivering a persuasive message; • learn to leverage and create new insights to aid behavior change in business-to-consumer (B2C) and business-to-business (B2B) contexts; • analyze behavioral insights to identify new opportunities in a competitive marketplace; • unfold a framework to explore consumer motivation in recommerce; and • explore the use of experimentation in changing consumer behavior and improving decision-making.

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

Females need to be represented in core business education curriculum such as data analysis in addition to classes focused on social equity and business. This all female executive team pursued an innovative process built on a technology platform using a data-driven model to gain enterprise clients. The material offers an opportunity to explore sustainability.

CSS 8: Marketing

The Megamart case study addresses demand planning challenges that retailers often face in categories that have bulky, seasonal, imported products. Historical point-of-sale data on gas grill SKUs is provided for analysis and developing appropriate product flow plan that meets the needs of all retail supply chain stakeholders.

Retail marketing: it can be discussed in a retail marketing course to explain the growth and expansion of the retail chain and illustrate the features of a retail model that can consider franchise as a method to expand or distribute its branded merchandise in other retail outlets. The case will also help assess the financially viable growth. Marketing Management: It can be useful for a comprehensive yet straightforward explanation of marketing mix price, promotion, place, and product, also at the same time it serves to explain the importance of customer service in terms of retailing. Strategic Marketing: The case provides varied growth options that are being considered by retail organizations, which gives the student real-time opportunity to arrive at strategic decisions by considering financial viability, internal strengths (SWOT analysis), franchising as a growth option.

This case can be used in foundation course on retail marketing or even in strategic marketing in postgraduate management program, or the dilemma can be explained as a part of a marketing course for postgraduate, executive programs, management development programs.

Kanwar, the owner of 39 Bakers, was one of the fastest-growing retail outlets in Jammu, India. He had been successful in carving his pie for himself with its unique bakery products of more than 1000 variety of, break-even point price, everyday surprise product (EDSP), reasonable price, open kitchen concept, hygiene, excellent customer service. Within three years, 39 Bakers had grown from one to eight outlets, and revenue had increased to US$68,621, and vision was to achieve US$2m within the next three years. To achieve his vision, he made two business expansion plans either to start product distribution to other retailers like an FMCG company or to go ahead with the business format franchising model. The investors needed a detailed planned within three days. But Kanwar had to decide should he expand geographically and start with franchise model or shall he establish his brand with product distribution, and then go for the franchise model, which plan would make him reach his vision by 2023? Which strategy would be efficient? He indeed wanted to go for the franchise model, but the question is when?

This case will help entrepreneurs to decide on services and retail industries to expand their business and explore available growth options. It offers a platform to talk about how often franchising used to fuel growth. Either you select to be a franchisee or independent business owner or provide franchising opportunities or start your distribution network, a detailed business plan is one of the most critical decision-making activities. Without adequate details, it can make your life's most expensive option. After students have worked on the case and the task questions, the students can analyze whether a company should grow through product distribution, franchise or both; appreciate the significance of a business plan and to recognize all aspects of a retail operation, including the marketing mix; carry out strengths, weakness, opportunities, threats analysis and can develop Internal and External Factor Evaluation Matrix (IFE AND EFE); and examine various franchise options available for business expansion in a developing econ.

Position in course – This case can be used in foundation course on retail marketing or even in strategic marketing in postgraduate management program, or the dilemma can be explained as a part of a marketing course for postgraduate, executive programs and management development programs.

Teaching notes are available for educators only.

CSS: 8 Marketing.

Mahindra Trucks and Bus Division (MTBD) of Mahindra & Mahindra is at an interesting stage of its evolution. Having gone through a bad patch with a product that was not quite up to the mark, it appears to have got the product right by early 2018 and truck sales had been going up in the country for the previous four years. While Mahindra & Mahindra as a company is a large firm with revenues of more than USD 15 billion, MTBD itself is a small player (INR 2400 crore, USD 350 million) within the firm and in an Indian truck industry that is dominated by goliaths, Tata Motors and Ashok Leyland that between them had more than 81% market share and a customer mindset that was loath to leave the comfort of a known brand. The case provides data on product specifications, prices, marketing communication, channels, positioning, the context and competition. The intention is to use the case to go through the steps involved in evaluating and developing and creating a marketing plan for MTBD to increase its market share from the 4% in 2018 to an intended 8% in 2022.

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.

With the development of inclusive financial business in China in recent years, this case describes the credit risk control of “mobile credit”, a smart online credit platform launched by Shanghai Mobanker Co. Ltd. (referred to as “Mobanker”, previously named as “Shanghai Mobanker Financial Information Service Co., Ltd.”) which provides technical services for inclusive finance industry.

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.