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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.

The case was developed from secondary sources. This descriptive case was classroom tested in undergraduate organizational behavior courses.

The 94th Academy Awards ceremony, which honored movies released in 2021, was held on March 27, 2022, at the Dolby Theater in Hollywood. Prior to Chris Rock announcing the winner in the category of best documentary film, Rock was assaulted on stage by Will Smith. On April 8, 2022, the Academy’s board of governors met to discuss disciplinary actions for Smith’s behavior. The Academy’s board decided to ban Smith from all Academy events for the next 10 years. Theories of individual behaviors and social processes can provide explanations for behaviors of Chris Rock, Will Smith, the producers and the Academy.

This descriptive case is most appropriate for undergraduate-level organizational behavior courses. The primary topics in this case align well with individual behaviors relative to emotional intelligence (EI) and motivation. The secondary topics in this case align well with social processes relative to decision-making, conflict and culture.

After completion of the case study, students will be able to identify and discuss ways in which informal financing of the kind discussed in the case study can provide new or different opportunities for access to alternative financing schemes; assess the role of“social capital” in micro and small business development and to understand and apply the role of social capital for female entrepreneurs in the Global South; critically analyse and reflect on the new role of digital technologies in challenging traditional patriarchal social norms and exclusion and ultimately be able to evaluate the role of digital technologies in terms of its practical implications for female entrepreneurs; and understand the role played by socio-cultural and historical contexts in female-owned/managed businesses within informal sectors of the economy. Furthermore, the students should be able to discuss how these contexts provide opportunities or challenges for actionable/robust/relevant business plans for female entrepreneurs.

This case study aims to create a platform for classroom conversations around: context of entrepreneurship in informal economies, challenges of accessing finance, women entrepreneurship, opportunities of digital entrepreneurship and resource acquisition and social capital. Overall, this case study intends to inspire and cultivate additional voices to advance authentic understanding of informal business practices in the financial sector that go beyond traditional formal western settings. This case study is based on a true story relating to the “sou-sou” financing system – an informal financing scheme – originating from West Africa which has been transported to other parts of the world including Latin America and the Caribbean (LAC) and other parts of Africa. The characters involve Maria, the main protagonist; Eunice, from LAC; and Fidelia from West Africa. With first-hand information from Eunice and Fidelia, Maria learnt about the ideological principles and the offerings of flexibility, trust, mutual benefits and kinship of the sou-sou system and was inspired to integrate digital technologies as a sustainable game changer for accessing microfinance. This case study draws on the contextual understanding of the economy in the Global South as well as the gender-based aspects of entrepreneurship as key aspects of women entrepreneurship and digital entrepreneurship. The sou-sou system is presented as a practical solution to the challenges faced by women entrepreneurs in the Global South to access finances, and the integration of digital technologies is considered instrumental not only in reinforcing the traditional system but also in transforming the entrepreneurial prospects for these women.

This teaching activity is aimed at postgraduate students in Master of Management and Master of Business Administration programmes. It can also be used for short executive courses, specialised PhD seminars and advanced bachelor programmes. This case study could be taught in the field of entrepreneurship in areas related to technology, gender, women entrepreneurship and financing in the context of the Global South.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

Data for the case came from public sources, including legal proceedings, court filings and Securities and Exchange Commission filings. The authors perused hundreds of court documents and identified 28 that were most relevant to this case. The authors also used press interviews with the women highlighted in the case. The authors have no relationship with the company and no one from the company has reviewed the information presented in this case. As the case is drawn from sworn legal testimonies, interviews and related documents in the public domain, the authors did not have to seek approval for publication.

Pinterest touted itself as “the nicest place on the Internet.” It had an almost 80% female user base and purported to have an inclusive culture that embraced diversity. However, in June 2020, in the wake of the Black Lives Matter protests, two former female employees of color violated their non-disclosure agreements (NDAs) to publicly accuse Pinterest of racial and gender discrimination. In August 2020, Pinterest’s former Chief Operating Officer, Francoise Brougher, filed a lawsuit charging the company with gender discrimination, retaliation and wrongful termination, and authored a public blog post titled, The Pinterest Paradox: Cupcakes and Toxicity, detailing her own experience with the company’s discriminatory culture. Three days later 236 of Pinterest’s 2,545 employees staged a virtual walkout and 445 employees signed a petition in an attempt to change Pinterest’s policies and culture. The case provides a brief overview of Pinterest, including its mission, values and organizational culture, and details several incidents and complaints by female and minority employees. The case questions whether employee complaints are a relatively narrow issue involving disgruntled former employees who did not fit at the organization or a much broader issue involving discrimination and managerial neglect in creating and maintaining a nondiscriminatory, inclusive culture. Students are encouraged to evaluate the situation in which Co-Founder, Board Chair and Chief Executive Officer, Ben Silbermann finds himself, evaluate the actions taken and decide if Silbermann should take any additional actions to address the discrimination claims and ensure a positive culture for all employees.

This case is appropriate for graduate and advanced undergraduate level courses in organizational behavior, human resource management and business law or any course where discrimination and workplace culture are discussed.

At the end of the session, learners are expected to be able to evaluate the detrimental impact of stress on blue-collar workers’ well-being in Attainer Engineering Sdn Bhd; develop effective strategies to improve stressful conditions experienced by blue-collar workers in Attainer Engineering Sdn Bhd; analyse and select appropriate approaches that can help maintain the motivation levels of blue-collar workers in Attainer Engineering Sdn Bhd; analyse the impact of Attainer Engineering Sdn Bhd’s extensive investment in training new blue-collar workers, alongside the subsequent high turnover rate, on the decline in sales and profit; identify the critical changes that the managing director should have implemented to prioritize employee retention among blue-collar workers at Attainer Engineering Sdn Bhd; discuss the strategic implementation of mechanization, specifically in the context of automating repetitive processes, as an innovative solution to address the challenges faced by the ship repair and maintenance service industry heavily reliant on blue-collar workers in emerging markets; cultivate thoughtful debates on ways to keep blue-collar workers in the shipping repair and maintenance industry, as well as active learner participation and group interaction; develop learners’ analytical and critical thinking skills by guiding them through the analysis of a real-world case study in the shipping repair and maintenance industry, concentrating on the difficulties and potential solutions for blue-collar worker retention; and equip learners with practical knowledge and insights on implementing effective human resources strategies for retaining blue-collar workers in the shipping repair and maintenance industry, emphasizing the conversion of theoretical concepts into workable solutions.

This teaching case study centres on Attainer Engineering Sdn Bhd, a Malaysian conglomerate that bestows ship repair and maintenance services. Regrettably, the corporation has been subjected to a decrease in profitability and productivity owing to its high turnover rate of blue-collar workers. The ship repair and maintenance service industry is accountable for delivering comprehensive repair and maintenance services to ships, including their engines, hulls, machinery and other related components. The fundamental aim of this case study is to ascertain the rudimentary factors that contribute to this issue and foster effective strategies to enhance the motivation and retention rate of blue-collar workers in the ship repair and maintenance service corporation, using appropriate management theories, models and concepts. The case study brings to light the importance of discovering the most suitable approaches to retain blue-collar workers in the corporation to improve its profitability and productivity in a highly competitive market. This teaching case study will be beneficial for students and practitioners who want to grasp the disputes associated with retaining blue-collar workers in the ship repair and maintenance service industry and learn how to apply management theories, models and concepts to address these disputes effectively.

This case discussion would be highly suitable for undergraduate and postgraduate university students who are pursuing their studies in management or related fields and are eager to delve into the nuances of the ship repair and maintenance service industry. Furthermore, trainers from both private and public agencies who are keen on gaining a deeper understanding of the issues pertaining to retaining blue-collar workers in this particular industry and devising result-oriented strategies to tackle these concerns would also find this case discussion immensely helpful.

Teaching notes are available for educators only.

CSS 6: Human resource management.

The data used to present this case was collected from secondary data sources. These sources included media reports associated with Michael Jordan and his trajectory since entering the sport, as well as specific information published about his time at the Chicago Bulls. Another key source of information is the ESPN documentary conducted specifically on Jordan’s relationship with his National Basketball Association (NBA) team.

The case follows the story of Michael Jordan, who took his team, the Chicago Bulls, to fame in a rather controversial manner. To do so, Michael Jordan had to alter his leadership style over the years to be respected as a leader and motivate his team to win one NBA championship after another. On 20th April 2020, ESPN’s “The Last Dance”, a 10-part documentary about Michael Jordan and his time playing for the Chicago Bulls was released to much acclaim. The documentary became highly noted as Jordan himself, both directed and starred in the documentary. Jordan’s great achievements stood out, but so did the conflicts that the basketball star had with The Bulls’ management team and mainly, his teammates. Relationships between teammates were far from harmonious, which led to questions around whether Michael Jordan was as good a leader, as he was a star player. Cultural change within the organisation was primarily linked to the often-contested leadership of Jordan.

The case can be used at UG, MSc and MBA levels. It works for in-person teaching and for online teaching. It is most suitable in leadership, strategy and strategy in practice courses. However, it is critical to note that the case can shed light on the dynamics that leaders and teammates have within their teams. Therefore, this case may be valuable to students studying courses where they themselves must work in groups and oftentimes encounter challenges in managing their team. These challenges can arise at all levels of experience. As such, the case provides particularly useful reflection for decision makers who may be beginning to develop their leadership skill (UG), those who have already experienced working in teams (MSc) or leading teams themselves (MBA, Executive MBA). The case addresses the challenges associated with achieving high team motivation and performance. It also sheds light on the challenges associated with leading a cultural change within a team and the approaches of different actors involved. It may be best to introduce the case in the context of a (1.5–2 h) workshop once students understand the basic frameworks and tools used to analyse leadership styles and their characteristics.

On May 27, 2020, a blowout occurred in Well No. 5 at Baghjan (Assam); the well, owned by Oil India Ltd., caught fire on June 9, 2020. For almost five and a half months, the company tried to douse the 200-foot high flame but failed to do so. Finally, on Day 173, Oil India Ltd succeeded in capping the well. Biswajit Roy, Director (Human Resources and Business Development), was tasked with investigating the nature and cause of the crisis. Roy pondered on the nature of the crisis: Had it been purely technical or stakeholder-induced? What had led to the chaotic condition? Could things have been done differently?