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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.

After completion of this case study, students will be able to apply the triple bottom line concept to a spice manufacturing and export company (RBT 3); to examine the options before Value Ingredients Private Limited (VIPL), namely, to cultivate spices in the traditional way versus adopting integrated pest management (IPM) to cater to international markets (RBT 4); to analyse the returns for an IPM farmer vis-à-vis a conventional farmer, and to compare the returns therein (RBT 4); and to evaluate the ways and means of engaging farmers to change their way of cultivation (RBT 5)

The COVID-19 pandemic heightened awareness about the benefits of spices and buoyed its demand worldwide, which presented an opportunity to VIPL, a spice manufacturing company based in Chennai, to expand its business. However, the export markets demanded residue-free spices grown with little or no use of pesticides. Traditional farmers supplying spices to VIPL were accustomed to spraying pesticides whenever there was a pest attack. This case study discussed the options that the protagonist Mr Sijil Karim, managing director and CEO of VIPL, had, who wanted to onboard farmers for pesticide-free cultivation. The options before him were either to continue traditional farming or adopt IPM. This case study discussed the merits, demerits and challenges of each of these options.

The triple bottom line concept discussed three Ps – people, planet and prosperity – for this case as follows: The farmers and the consumers constituted the people in the spice supply chain. The farmers supplying organic, export-worthy spices under the guidance of VIPL gained 30% more than regular spice farmers, which were accrued through cost savings and better prices. The consumers benefitted from the pesticide-free, organic spices through accrued health gains. The manufacture of organic, pesticide-free spices helped the planet, as the process did not release hazardous chemicals into the atmosphere. VIPL manufactured pesticide-free spice with a focus on prosperity.

The case study can be introduced in a course on sustainability while discussing the triple bottom line concept. This case study showed how a for-profit company grew without losing sight of the planet or its focus on people. This case is best suited for students who have preliminary knowledge of supply chain management, operations and sustainability. Therefore, it is suited for sophomore-year students of MBA.

Teaching notes are available for educators only.

CSS 11: Strategy.

Financial Accounting and Corporate Finance.

Undergraduate, Post Graduate and Executive Education.

T.A. Pai Management Institute (TAPMI), a leading B School in South India had established its new campus in Badagabettu village, about 5 km away from Manipal, Udupi District, Karnataka. Though the campus housed about a thousand inmates, comprising students, staff and faculty members, a proper public transport system did not develop commensurate with other facilities. The TAPMI administration was flooded with requests from various stakeholders to find a solution to this vexed problem. The Dean Administration had three options before him namely convincing the existing private bus operator to run a new bus en route TAPMI, TAPMI purchases the bus by either paying cash or availing loan from a bank or TAPMI can take a bus on lease. The predicament before Dean was to find out the most economically viable solution.

At the end of this case discussion, the participants will be able to: understand the application of breakeven analysis; prepare income statement, balance sheet, cash flow statement and forecast of cash flows; evaluate financing and investing decisions by using various techniques; discuss and debate the different alternatives available to the organization.

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 1: Accounting and Finance.

The case is meant as a way for students to develop ideas related to the challenges facing environmental eco-friendly social enterprises that sell their products in a country like Egypt where consumers are way behind considering the value of their products. In response to these challenges, students learn to evaluate the company status quo by analyzing its weaknesses, strengths and opportunities to grow and expand geographically to a new market. Students also learn about the growth expansion strategies and internationalization modes, options and associated barriers. Accordingly, they can plan the marketing strategies associated with entering this new market for up-cycled products. Objective 1: Analyze the international geographical growth alternative for an enterprise that improves its scalability applying weaknesses, strengths, threats and opportunities analysis. Objective 2: Propose a strategic plan for growth and scalability. Objective 3: Discuss the various modes of doing business in foreign countries. Recommend an internationalization mode for a social enterprise to explore in a new market. Objective 4: Assess the possible barriers associated with internationalization modes and how to overcome them. Objective 5: Propose marketing strategies for an eco-friendly enterprise to enhance its efficiency and effectiveness in the international host market. Other topics that might be discussed in this case include consumer behavior toward environmentally friendly products. Pricing challenges faced by ecologically friendly firms in developing countries.

Rania and Yara were inspired by Germany’s approach to waste reduction, particularly plastic bags. In 2017, after winning several competitions and awards, Up-Fuse was officially established as a social enterprise. The entrepreneurs faced great challenges selling sustainable products made of plastic waste to Egyptian consumers. Egyptian consumers were not fully aware of the value of eco-friendly products which presented a great challenge for Up-Fuse to grow and sell their products in Egypt. After shifting its pricing strategy and expanding beyond the local recycled product markets, Up-Fuse further faced fierce competition from well-established local and international brands with larger market shares. Thus, most of Up-Fuse’s sales were generated from expats and foreigners. In response to local obstacles and limitations, Rania began to consider targeting international markets. Rania thought it was the opportune time to drive growth through geographic expansion. After all, in 2020, Up-Fuse had some minor success when the co-founders experimented with exporting their products to the US market. Rania’s co-founder Yara, on the other hand, felt that the enterprise was not yet ready to enter a new market and it would be wiser to emphasize growth in the local Egyptian market. The co-founders were torn between two growth strategies. On one hand, they faced intense local competition for their products. On the other, expanding by entering a new market came with many challenges. Which growth strategy should Up-Fuse adopt? How could Up-Fuse determine which market to penetrate? What were the possible scalability challenges they faced by entering a new market? How could Up-Fuse reach and increase their international customer base abroad? What was the best marketing strategy for their products?

This case would be appropriate for graduate students enrolled in marketing, consumer behavior, international marketing, international business and social entrepreneurship courses. This case is written at a graduate level and would also be appropriate for use in customized or short programs.

Teaching notes are available for educators only.

CCS 5: International Business.

This is the sixth in a series of articles about case research, writing, teaching, and reviewing. In this article, the protagonist, Prof. Moore, consults experienced case reviewers and learns several different approaches to reviewing cases for journal publication. The article is written as if it were a case; it is fictitious.

Faeyee Electronics was an electronics company that manufactured and sold smartphones including XS and XT types. The management of Faeyee wanted to pursue the maximum contribution margin as much as possible, especially since they were faced with limited resources. It was necessary to apply analytical tools and cost accounting concepts to study this case including cost-volume-profit analysis, learning curve analysis, regression analysis, definitions of competitive products, constrained non-linear optimization, and contribution margin.

The case uses business analytics tools and cost accounting concepts, including regression models and constrained optimization approaches, to study how to maximize business outcomes, such as contribution margin and profits when limited business resources are available. The company and individuals are disguised.

This case can be used in any junior-, senior-, masters- or MBA-level managerial accounting course. Students need to have at least one course of introduction to statistics or instructors review required statistics concepts or techniques before assigning this case. Students are exposed to the challenges of deriving learning curve models, using regression analysis to study collected data and allocating limited resources to maximize contribution margin.

The case has been developed as an illustrative case study using primary data. The data and images used for developing the case have been collected from the Alipurduar Division of Indian Railways with suitable permissions. The specific newspaper studies used in developing the case content have been referenced as footnotes on the relevant pages of the case study document.

Train operations in Alipurduar Division of Northeast Frontier Railway zone of Indian Railways are difficult. The division provides the vital rail link between the northeast states and the rest of India. Railway lines in the Alipurduar Division pass through several forests with a significant elephant population. As an outcome of train–elephant conflicts, train operations on one of the railway lines operate under severe speed restrictions. Moreover, the region is known for heavy rainfall and thunderstorms for almost six months every year. For the Divisional Railway Manager (DRM), the protagonist of the case, this implied repeated congestion, traffic disruptions, inadvertent delays and lack of time for critical maintenance of the tracks. A solution was planned several years ago for creating an alternative path to de-congest the traffic; however, it ran into a roadblock due to land acquisition issues.With all these limitations, could a solution be found and implemented? How could it be executed?The case illustrates how a simple yet innovative solution was proposed by the DRM in 2015 and implemented in 2016.With this case, students will be able to understand the innovation process that is embedded within long-term infrastructure projects. The case will help students understand how innovation can take place even in the later stages of project implementation, and how simple and creative solutions can have a long-term impact.

The case can be used in graduate and executive education courses in General Management and in Public Policy Management. It can also be used in Doctoral-Level Programmes such as those taught to scholars pursuing Fellow Programme in Management. Since the case brings out elements of problem framing and critical thinking, the case can be used for courses in strategic management. Many professionals, particularly those working in large organizations dealing with large infrastructure projects, will identify with the DRM and the challenges faced by him.

This is a case of a crisis project management which showcases the unpredictable nature of the project and the role of management in handling the crisis. It is the case of a very severe cyclonic storm hitting the city of Visakhapatnam plant during October, 2014. The whole city was devastated and so was the situation in the Steel plant as it was under zero power conditions for around 10 days. This case gives need for managing an integrated steel plant in case of very severe cyclonic storm and documents the sequence of events and managing unforeseen uncertainty using NTCP concepts.