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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.

This case requires students to evaluate alternative dual-share-class corporate structures that allow companies and entrepreneurs to pursue profit with purpose. The case explores Impact Makers, an IT consulting company based in Richmond, Virginia. While original founders of the firm hold all voting rights, the cash flow rights belong to two nonprofits setting the stage for a Newman's Own model of management consulting. The case discusses whether and how the alternative corporate structure aids the firm's overall strategy to attract top-quality employees, pay them competitive salaries, and provide superior service to its clients while donating 100% of its lifetime value to charitable causes, largely through partnerships with various nonprofit organizations. More importantly, the case asks students to evaluate how such a dual-share-class and dual-purpose company can raise capital to fund continued growth.

The case opens with CEO Michael Pirron reminding himself of all the questions he had run through to execute a strategy to further grow Impact Makers' consulting business both through expanding a menu of services and through conquering new geographical markets. To do either, or both, the company needed a cash infusion. Internal cash was limited, as up to 40% of it flowed to charitable partners, demonstrating Impact Makers' commitment to its mission. Raising debt for a company without fixed assets was challenging and time consuming. Complicating it all was that being structured as a nonstock corporation rendered equity raising difficult. Could Impact Makers raise money to grow and stay true to community values at the same time?

After completion of the case study, the students will be able to analyze the role of industry in strategic decision-making, examine the information and make judgments with the use of different models such as political, economic, social, technological, environmental & legal (PESTEL) and Porter’s five forces and formulate a marketing strategy for the future move of Diwan & Co. using the Company, Competitors, and Customers (3Cs) model.

This case study is about young entrepreneur Mr Mansha Ram, who was working in the battery industry and was contemplating launching a new product. A gap was found after extensive research. The research showed that there is a gap between sustainable, reliable and cost-efficient batteries in the market that must be filled. To discuss this opportunity, a meeting was called where all managers talked about their concerns, considering the cost constraint as well as shifts in Pakistani battery industry trends. Ram was a key person who had to decide whether to launch the product or not. Should he go for a new initiative and launch lithium-ion batteries or capitalized on existing technology, which was lead acid batteries? Which path should he take considering all the macroenvironmental factors, electric vehicles or renewable energy?

This case study can be taught in the final year of undergraduate classes and the first year of MBA classes. This case study is particularly designed for students to understand how a company makes decisions while keeping in view the macro- and microbusiness environment. Even if some businesses do not have cost constraints, these businesses still face the impact of other factors on their businesses, for that purpose, the case study will provide insights into why a comprehensive industry analysis is important. Furthermore, this case study keeps in view the competitiveness of the market and its impact on the decision-making of companies.

Teaching notes are available for educators only.

CSS 8: Marketing.

The case study is designed to help students understand how the “growth at all costs” attitude can lead to compromised corporate governance in a start-up leading to disastrous implications for all the stakeholders. This case study aims to make students understand the components of the fraud triangle, the impact of financial fraud on various stakeholders, the role of venture capitalist (VC) investors and the importance of good corporate governance in start-ups. The case study presents an excellent opportunity for students to discuss the consequences of ignoring good governance in the pursuit of growth in a start-up. After analyzing the case study, the students shall be able to explain the concept of the fraud triangle and to be able to identify the motivation, opportunity and rationalization of financial irregularities in a start-up; analyze the impact of financial irregularities on various stakeholders; comprehend the business model of VCs and evaluate its influence on VC-funded start-ups; and appraise the importance of good corporate governance in start-ups.

The case study revolves around the confession of financial irregularities made by one of the cofounders of GoMechanic, a start-up headquartered in Gurugram, India. On January 18, 2023, Amit Bhasin confessed to financial irregularities in the company’s financial statements, leading to laying off 70% of the workforce of the company. GoMechanic had earlier raised close to US$62m [1] from maverick global investors including Sequoia Capital, Tiger Global, Orios Venture Partners and Chiratae Ventures, and was negotiating to raise Series D financing from the Japanese multinational SoftBank with aspirations to be a unicorn (start-up with a valuation of over $1bn). The confession led to a debate about the consequences of the “growth at all cost” culture being followed by start-ups as well as VCs. GoMechanic was not an isolated instance of a lack of governance in the start-ups. The confession had consequences not only for the GoMechanic but for the entire start-up ecosystem of India, which was the third largest in the world. Bhasin stated that the founders take full responsibility for the situation, and they were working on a plan which was most viable under the circumstances. However, it was not going to be easy to regain the confidence of the investors.

The case study is best suited for senior undergraduate- and graduate-level business school students and in executive education programs in courses such as corporate governance and ethics, private equity and entrepreneurial finance.

Teaching notes are available for educators only.

CSS 1: Accounting and finance

“Originally as a business providing community life services since its founding in 2017, Dingdong (Cayman) has transformed itself into a fresh e-commerce company. After making adjustments to its business model and operating strategy for three times, Dingdong (Cayman) has completed the strategic transition from grocery surrogate shopping to comprehensive self-operation, and built its own commercial fortress. In 2019, the total revenue of the company was five billion yuan. Upon the outbreak of COVID-19, its monthly revenue exceeded 1.2 billion yuan in February 2020, and the year's total revenue was expected to hit 15∼18 billion yuan. To date, Dingdong (Cayman) has formed a supply chain fully based on digital operation and built a commercial fortress in the fresh e-commerce industry. Despite this, its future prospect is not free from challenge. This case mainly deals with the following questions: How about the strategic positioning and core competitiveness of Dingdong (Cayman) in its early days? In the process of rapid expansion, what are the advantages and problems in its business model? How can the digitally operated supply chain support its continuous expansion in the future?”

This case uses an array of carefully selected and excerpted revenue recognition related information contained in Salesforce.com's January 31, 2019, 10-K. Maria, the fictional protagonist, is seeking to understand those disclosures as part of her preparation for an upcoming job interview with the company. As such, she is relying on those disclosures to provide insights as to the company's main product/service lines, the events that signal when and how much revenue the company has earned (i.e., the essence of its business model), along with the related official generally accepted accounting principles (GAAP) criteria pertinent to the valuing and timing of recorded revenues.

This case is based on an existing firm. The names have not been changed, and all data on the firm’s history and opportunities is accurate. Primary data is based on interviews with the owner of the firm. One of the authors is a client of the studio and friend of the owner. The case has been reviewed and approved by Jill Murphey, owner of yogaErie. The purpose of this paper is to introduce students to industry analysis, to entrepreneurial decisions and to issues with organizational growth and change.

Jill Murphey, owner of Yoga Erie, is considering whether to or how to expand her studio operations into adjacent communities. Her studio has been very successful since she opened in 2009: the studio has been named Erie’s Best for most of the years since then. Classes were filled and students were asking about the prospects of a satellite studio in other parts of the community. Information on the options Murphey was considering are presented as well as Murphey’s motivations in opening her own studio, and the opportunities as well as concerns she faced in the expansion decision.

This case was originally targeted toward graduate and undergraduate courses in Strategy because of the industry definition and diversification problems but can also be used in classes on Organizational Change or Entrepreneurship.

The case data are from a mix of secondary sources, which included company documents, webpages and blogposts, autobiographies co-written by Schultz, newspaper stories, news media and other publicly available videos, magazine articles, photographs of signed unionization statements, and webinar interview.

In late autumn 2021, the global retail coffee and foodservice company Starbucks dealt with employees at a few USA stores who initiated unionization efforts in an attempt to change their workplace. Their actions triggered a wave of similar attempts at Starbucks stores across the USA over the next few years. Employees amplified their voices on social media, stating both their love for the company and their disenfranchisement. They claimed to have little input about policies and workplace decisions that affected them and that leadership had not heard or adequately responded to concerns with staffing, safety, equipment, and abusive customers. Walkouts were staged and employees at numerous stores pursued unionization. In 2023, Laxman Narasimhan replaced Howard Schultz as CEO. His tenure started with the challenge of reengaging employees who claimed their collective voice was unheard by leadership Readers will consider what employee voice means in the context of baristas working for a large corporation, and how their emotions, commitment to and respect for the organization, and their desire to be heard, related to efforts to unionize and maintain employment.

This case can be used as a unit review to cover several organizational behavior topics or can be used with specific concepts for graduate or undergraduate students. The placement within the semester plan depends on which unit/concepts the instructor will pair with it, such as emotions in the workplace, a module on loyalty, voice and exit, or the introduction of employee voice and engagement. It can also be used in conjunction with cross-level concepts such as trust and leadership. For courses focused on talent management, employee relations, or human resource development, the case could be used to introduce multiple concepts or as a concluding assessment. It would best pair with topics such as employee satisfaction, exit, voice and loyalty, inclusive decision-making or emotions in the workplace. For a course in labor relations, the case could introduce the idea that employees’ experiences, emotions, and perceptions may be related to efforts to unionize.

This case study is related to start-up post-listing investment analysis. Through this case study, students will be able to perform the business analysis guided by the Venture Evaluation Metric tool, perform financial analysis using the discounted cash flow methods and perform investment analysis recommendation with justifications from the business and financial analysis performed above.

This case study sets out the study of a scalable start-up, Zomato, which is a successfully listed start-up firm in India. Despite the start-up development success in the pre-listing, the firm has exhibited a continuous unprofitable finance performance in the post-listing and has further experienced a volatile share price performance, both of which have puzzled existing and potential investors. In addition, some analysts are in the opinions that the firm share price valuation have been inflated with overvaluation since in the initial public offering stage and remain traded with overvaluation in the market. Notably, considering the negative indicators mentioned above, investors are concerned about long-term sustainability of the firm business and financial performance. In the context of post-listing investment, the following questions are material to investors: What is the realistic growth trajectory for Zomato in the medium term? What is Zomato’s share fair value in the medium term? Can one see opportunities or risks ahead of investing in Zomato’s shares? What will be the investment strategy for new investors?

This case study is suited to bachelor’s and master’s level in business schools studying entrepreneurial finance analysis.

Teaching notes are available for educators only.

CSS 1: Accounting and finance.