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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.

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.

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 case’s learning objectives to work on can vary according to the topic selected by the teacher. This case has been put forward with a particular interest in corporate strategy issues, specifically, on the joint management of businesses (in this case, academic programs). Therefore, students are expected to be able to understand the managerial dilemma on centralization and decentralization; recognize the peculiarities of a shared services center (SSC); and decide on which services to centralize in an SSC.

Centralizing or not centralizing is a frequent managerial dilemma. This is a challenge faced not only by business managers but also by corporate level areas responsible for jointly managing various businesses. Resources and capabilities allocation is an essential process for strategy execution, specifically in corporate strategy that must answer the question: How to jointly manage businesses? Sharing services is a collaborative strategy which aims to increase efficiency by centralizing some processes related to this joint business management. Mario, Dean of the Escuela de Administración in Medellín, Colombia, intends to optimize the school resource allocation processes so that there is more equitable support between the different academic programs. For this, he has thought of creating an SSC as it is a practice that he has seen in prominent companies in the city. His idea is to start operating the SSC in early 2018; however, the particular character of a management school leads him to ask himself: What to centralize and what not to centralize?

This case of decision (Ellet, 2007; Sánchez et al., 2013) can be used to promote student learning of strategy courses both at advanced undergraduate levels and in graduate programs. Likewise, it can be used in workshops with executives and administrative personnel of companies that face the centralize–decentralize dilemma. These types of topics are the subject of study by both corporate strategy theorists who address the question of how to jointly manage business (Menz et al., 2015; Michael Porter, 1987) and consultants (Deloitte, 2012). It is desirable, although not mandatory, that students have some knowledge or experience in strategic issues and challenges associated with the administration of companies made up of various businesses (multi-business firms).

Teaching Notes are available for educators only.

CSS 11: Strategy.

Participants will learn to analyze the basis of consumer segmentation in management education. It will specifically highlight the importance of positioning in influencing the marketing strategy of a firm and discuss the importance of a differentiated-low cost strategy to gain competitive advantage. The case will familiarize students with the business environment of rural India, and the applicability of the 4A’s and the 5D’s framework. Finally, the case will help participants understand the difference between a rural market and a Bottom-of-Pyramid (BoP) market.

A rural MBA institute for BoP students is grappling with the problem of low admissions, leading to an existential crisis. Two divergent options are presented to the protagonist. The first is to close down the B-school and use the infrastructure and facilities for a well-funded government skill development program which is vocational and intended for creating blue-collar workers. The second is to find ways to bolster the B-school to ensure that it gets adequate student enrollment, thereby leading to profitability.

This case is suitable for an undergraduate or MBA course in marketing management, rural marketing in India, South-Asian marketing or strategic marketing.

Teaching notes are available for educators only. Please contact your library to gain login details or e-mail support@emeraldinsight.com to request teaching notes. There is an accompanying spreadsheet with the case for studying the market. It contains relevant market data that would support analysis of the case. Comments are added for easy understanding. Instructors can access the separate spreadsheet that works out the break-even calculations for the fee structure of the institute. Instructions on calculations as well as comments are added for easy understanding.

CSS 8: Marketing.

The case begins in mid-2014 and provides an opportunity for students at the undergraduate and graduate level to complete several strategic assessments of an entrepreneurial department within a post-secondary institution. The continuing education department of a university in Canada has been transferred to the dean of an academic faculty. The department has had a history of budget deficits and the new dean and executive director (ED) were tasked to develop and implement a turnaround strategy.

The case is written by the dean who had firsthand experience with the turnaround strategy. The written case was reviewed for accuracy by two principal actors: the ED responsible for implementing the plan, and the vice-president academic who is the dean’s supervisor and was kept apprised of all developments throughout the turnaround. Some of the data were produced by staff within the operation of Professional, Applied, and Continuing Education and acknowledged in the case.

This case is suitable for courses in business strategy, operations management, and includes various implications for human resource management, organizational behavior, and entrepreneurship suitable for undergraduate and graduate courses. It has a focus on turnaround strategies and strategy implementation.

Theoretical underpinnings for this case include strategic visioning and communication: portfolio management and innovation; internal environment analysis and positioning; structuring and resource management; and monitoring and control systems.

This case study applies the scanning of marketing environment (i.e. typology of marketing environments); strategic marketing planning process, involving SWOT analysis, growth strategies; and marketing mix (four ps).

This is modeled as a qualitative study. Primary data were collected through a phone interview with the key informants, and secondary data came from various publications such as government reports, news portals and company websites.

Ghacem was the first cement manufacturing company in Ghana and had enjoyed a monopoly for almost 33 years. The company offered a homogeneous product to an undifferentiated market from 1967 until competition began in 2000. New competitors promote the use of cement grade numbers on their product packaging to signal a better value, which intensified the competition. As the Head of Marketing of the company, Benny was asked to develop a marketing strategy for the company’s newly developed product for the company to remain competitive.

Undergraduate students taking Principles of Marketing.

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.