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This compact case provides a relatively large data set that students explore using visualization and a Tableau dynamic dashboard that they create. Students were asked to describe what the data set contained in relation to employee attrition experience of Baca Beverage Distributors (BBD). The application and managerial questions are set in human resources and a company that is facing high attrition during the pandemic.

BBD shared their data and problem scenario for this compact case. The protagonist, Morgan Matthews, was the authors’ contact and provided significant clarification and guidance about the data. Both the company and the protagonist have been disguised. Some of the job positions have been rephrased. All names of employees, supervisors and managers have been replaced with codes.

During the 2020–2022 pandemic years, BBD experienced, like many companies, a higher than usual employee turnover rate and Morgan Matthews, Director of People, was concerned. Not only was it time-consuming, expensive and disruptive but the company had prided itself on being a good place to work. Were they hiring the right people, people that fit the company culture and people that fit the positions for which they were hired? The company had been using the Predictive Index [1] when on-boarding employees. In addition, there were results from self-reviews and manager reviews that could be used. Morgan wondered if data visualization and visual analytics would be useful in describing their employees and whether it would reveal any opportunities to improve the turnover rate. Before seeking a solution for the high turnover, it was important to step back and learn what the data said about who was leaving and the reasons they gave for leaving.

This compact case can be used in courses that include visualization using Tableau and dashboards. As it is a compact case, it requires less preparation time from the students and less class time for discussion. The case is for students who have been recently introduced to business analytics, specifically visualization and data storytelling with Tableau. For this reason, significant guidance has been provided in the case assignment. The level of the case can be adjusted by the amount of guidance provided in the case assignment. Courses include introduction to business analytics, descriptive analytics and visualization, communication through data storytelling. The case can be used for all modalities – in person, hybrid, online. The authors use it here for visualization and dynamic dashboards but using the same data set and compact case description, exploratory data analysis could be assigned.

Supplementary material for this article can be found online.

In May 2016, Sarita Digumarti, Chief Operating Officer of Jigsaw Academy in Bengaluru, India, faced a challenging situation. Jigsaw Academy provided online courses in data analytics and Big Data at the beginner, intermediate and advanced levels for students as well as working professionals. It was perceived that plenty of students from premier institutions in India had a high level of theoretical knowledge about the process involved in number crunching and data analysis; however, the hands-on experience on actual business problems or actual data sets was a major limitation with these students. Given the rapid growth of the analytics sector and the limited number of academic institutions offering analytics courses, there was a lack of availability of the right skills in the analytics market. Jigsaw Academy seized this opportunity and started offering relevant courses. All efforts were made to enhance the number of students enrolling for the courses, which in turn resulted in improving its customer base. Realizing the demand of industries for employees skilled in the analytics sector, Jigsaw Academy wanted to grow its brand equity and to achieve this through business to business (B2B) collaborations and/or alliances. However, expansion through B2B has its own challenges. Given the competitive landscape of analytics market, Jigsaw Academy was wondering whether they should opt for B2B channel, and if yes, the question was related to the process of choosing potential B2B partners.

The authors have collected the data from primary sources as well as secondary sources. Primary sources include field visits and audio-recorded interviews conducted with key departmental heads in the organization. Secondary sources include data retrieved from the company website and the relevant information available about the industry with the assistance of the internet. Except the founder’s name, all other names are disguised to protect the individual’s privacy as per instructions from the founders of Jigsaw Academy.

This case can be used at the graduate or MBA level in courses such as entrepreneurship, sales and distribution management, strategic alliances and mergers.

The case is presented as descriptive in nature and primarily involves exploratory research.

Ashraf, a young graduate from Bangalore, India, started a chain of lifestyle shops, his family business in Khartoum, Sudan. To modernize the shops, Ashraf approached a small finance bank for financial assistance. However, after submitting the required documents and with a good credit score, he was denied a loan. The bank officials had mentioned that the loan automation software did not approve the application. Hence, the bank personnel said that they could not do anything further. Disappointed, Ashraf sought the help of his professor, John, to understand why the software rejected his application. Professor John explained to Ashraf the advantages and disadvantages of automation. In the process, Ashraf understood the significance and compelling need to address “Algorithm Bias,” a situation in which specific attributes of an algorithm cause unfair outcomes. The case place students in Ashraf’s position to help them understand the advantages and issues of applying automation through artificial intelligence.

The case suits graduate-level courses like business analytics, financial analytics and business intelligence.

Through the case, the students will be able to: Understand the role of algorithms in business and society. Understand the causes, effects and methods of reducing algorithm bias. Demonstrate the ability to detect algorithm bias. Define policies to mitigate algorithm bias.

ThinkAlike, a fictitious marketing consulting firm, was asked by TiVo to segment the market for its new digital video recorder (DVR) product. Students are asked to analyze realistic data and generate segments that will be useful for TiVo s marketing strategy.

Marketing.

The courses in which this case can be used include e-business, e-commerce, digital marketing, retailing and marketing strategy. This case can be used to teach MBA students. This case is also having the equal relevance for the executive programmes.

AaramShop is digitizing the Grocery General Trade ecosystem. There are of millions of neighbourhood kirana stores spread across all the cities of India. AaramShop is bringing these neighbourhood kirana stores online, and making them not only e-commerce-ready but also capable of using technology to take their stores to the next level in terms of service and delivery. The case lists out the issues and challenges faced by AaramShop.

This case challenges the participants to understand the new business model in the e-commerce space. The participants can look at the different angles of the business model proposition, namely, how AaramShop approach delivers on the retailer proposition, consumer proposition and the brands proposition. The participants can also be sensitized about the obstacles in making the business model more successful. These obstacles can be posed by the retailers, consumers or brands. The case will lead to a discussion about the logistics model opportunity available to Aaramshop.com.

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 8: Marketing

One week since the first meeting, Mr. Deepak Kumar, Chairman and Group CEO of MakeMyTrip (MMT), called a second meeting of the homepage website redesign team for redesigning the Home Page (see Exhibit 1 for the current Home Page)¹. This team comprised of the CBO, Analytics Head, User Experience (UX) Head, Product Head and the Tech Head (CTO). The second meeting was called to discuss and finalise the options of the Home Page design to be tested, the criteria to be used for choosing the best option, and the testing methodology.

In early 2013, Mr. Deepak Kumar, Chairman and Group CEO of MakeMyTrip1 (MMT), summoned a meeting to discuss about redesigning the MMT Homepage2. It was a three-hour meeting at the Hindustan Conference Room at the company's head office in Gurgaon, India. Theis meeting was attended by key members of the homepage website redesign team comprising the CBO, Analytics head, User Experience (UX) head, Product head and the Tech head (CTO). As a pre-read for the meeting, Ajay Singh, Product Head, shared his findings3 that could help in defining the issues faced by visitors to the homepage of MMT.

Marketing, retail.

The case study is specific to the marketing demographics of Indian shoppers with respect to organized retail stores, and therefore, the inter-relationships between various design elements and the relative importance of certain parameters discussed in the text may not follow the same pattern elsewhere in the world.

The case emulates the real-life situation of an organized retail store, Super Mart, to understand the inculcation of voice of the customer in the design of organized retail stores in India. It gives insights about factors which influence the shopping intent of customers while giving information about the inter-relationships among various design characteristics. It also gives an idea about inter-dependence between design characteristics and customer requirements. This is followed by certain questions, the responses to which can be interpreted from the text and the data provided therein.

The case aims to educate its audience about the following aspects of organized retail business: factors influencing offline shopping intent of customers; relative order of importance of customer requirements with respect to organized retail stores; inter-relationships between various design elements; and future trends in the organized retail space. Such a knowledge would help hone the skills of the next generation of business leaders in the retail space.

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

Nicolas Dupont, the owner of Chateau de Montana, a struggling (and old) boutique hotel in Crans-Montana Ski Resort, Switzerland, wished to renovate and reposition his family-owned hotel to target higher room rates. Dupont commissioned Olga Mitireva and Yulia Belopilskaya as consultants to assess the proposition. The consultants had to extract cues for the room rate of the repositioned hotel from comparable hotels. However, the room rates varied significantly across similar hotels due to their differing characteristics and locations. It was a cognitive challenge to read the patterns from a few comparable hotels. They collected the data of 200 hotels from similar locations and simulated room prices using hedonic regression models.

Students will have the opportunity to learn about differentiation strategy, business plans, strengths, weaknesses, opportunities and threats analysis. The primary objective is to allow students to evaluate Abhishek Singh’s decisions. After working through the case and assignment questions, students will be able to: understand the competitive landscapes in the Indian insurance broking market. Differentiate between selling and marketing. Understand the importance and application of differentiation strategy in the Indian insurance broking market. Emphasize the importance of value proposition in developing a competitive advantage for insurance broking organization. Critically analyze the internal strength and weaknesses of an insurance broking company.

RHIBPL, one of India’s largest insurance broking companies, operating for more than 12 years and has had a strong presence in eight major cities of India. RHIBPL had been known for life insurance, non-life insurance like cars, two-wheelers, Mediclaim and health. RHIBPL’s unique selling proposition was the best fit for each product and service after understanding the customer’s need. On October 16, 2020, Abhishek Singh, CDO at RHIBPL, was preparing for an upcoming management meeting on the company’s vision “to be the largest insurance provider in the country and to reach US$ 140 million by 2025,” which was communicated by the Ajay Bansal, founder and chief executive officer of RHIBPL. Singh had to prepare an action plan to achieve the RHIBPL’s vision. He had to develop and implement a differentiation strategy to achieve the RHIBPL’s vision from the available resources. How can he create a competitive advantage for RHIBPL in the highly competitive insurance broking market?

The case delineates the challenges facing an insurance broker company to achieve its new corporate vision. This case can be discussed in undergraduate and postgraduate courses (at the introductory level) in the business management discipline to understand the importance and application of differentiation strategy and competitive advantage. This case can also be significant for insurance-related courses for postgraduates and executives working in the insurance industry. The case can be useful for the courses on services marketing, strategic management, strategic marketing management and marketing management.

Teaching notes are available for educators only.

CSS 8: Marketing.