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During one of the most nerve-wracking football matches of the 2012–2013 Bundesliga season, life-long friends Franz Dully and Max Vogel begin arguing about whether the wealth of a football club determines its success during the season. In order to disprove Vogel's claim that “money scores goals,” Dully must analyze the Bundesliga's current market values, points earned, and mid-season leader data.

After analyzing the case, students will be able to compute prediction intervals, develop regression models, and interpret data. The development of the regression models asks students to choose the relevant set of independent variables, as well as determine an appropriate functional form for the regression equation. The models derived have to be evaluated as well as compared to one another. Further, the students have to interpret the quantitative findings in the context of the application.

Ontela, a technology start-up company, has introduced an innovative service called PicDeck that improves the mobile imaging experience for wireless subscribers. Ontela sells PicDeck to wireless carriers, who in turn private-label the service to their subscribers. Ontela must decide which customer segments it should target for the service and how to create a positioning strategy and a marketing communication plan to promote it. It must also consider the value proposition of the PicDeck service for wireless carriers (its direct customers), who need to be convinced that the service will lead to higher monthly average revenue per user (ARPU) and/or increased subscriber loyalty. Part A of the case provides qualitative information on customer personae that represent different customer segments. Students are asked to develop a targeting and positioning strategy based on this qualitative information. Part B provides quantitative data on customer preferences that can be used to identify response-based customer segments, as well as demographic and media habits information that can be used to profile the segments. Students are asked to revise their recommendations based on the additional quantitative data.

The case reinforces the principles of data-driven customer segmentation, discusses the appropriate criteria for selecting segments, and provides a deeper understanding of the benefits and drawbacks of different approaches to identifying and evaluating segments. The case illustrates how the results of data-driven segmentation may run counter to approaches that rely on “gut feel” or qualitative information alone.

Information technology (IT) project risks.

This case is suitable for the students who are enrolled in masters or executive programmes in management. Considering the masters programme in management, the case can be introduced in the MIS course in sessions related to IT project risks. The case will also be appropriate for discussion in elective courses, such as IT project management. Here the case can be introduced in discussions related to understanding IT project outsourcing risks. The case will also fit well with the audience of the executive programme in sessions on IT project risks. The assignment questions provided below are designed from the perspective of teaching this case to a business student audience. The case could certainly be adjusted to fit the needs of students in more technical disciplines.

This case presents an organization (Airosonic Travels Private Limited) which was set up in 1988. The organization provided travel-related services (i.e. ticketing, hotels bookings, car rentals and cruises to exotic destinations) to meet the requirements of corporate users such as organization employees, vendors, dealers and customers. The packages were provided though the portal www.corporatetravels.in/. With cut-throat completion from other vendors, the organization acquired the globally preferred airline reservation system Galileo to gain market share in the computer reservation system market. This acquisition, however, led to a series of deliberations on how the new system could be put to use and integrated with the portal so that it helped Airosonic to achieve efficiency in its day-to-day processes. The integration was necessary, as this would entirely eliminate third-party requirements (such as travel agents) and also make travel planning easy, cost-effective and hassle-free. The different alternatives available to the governing body were to develop and manage the entire thing in-house, outsource the development to a third part, or delegate the entire responsibility to the third party. The analysis of the case takes into account the different risks that are associated with each of these decision alternatives and the possible ways forward for the Airosonic management.

The objective of this teaching case is as follows: to understand the different risk elements that influence development of a software initiative, to differentiate between different categories of risks including project development risks and project management risks, to appreciate the differences in the types of risks that influence different project execution scenarios such as in-house development and outsourcing and to understand how an organization can address and manage the risks facing a software initiative.

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

Organizational Behavior and Strategic Management.

MBA, Management/Executive development programs.

This case study can be used effectively for understanding the nuances of employee loyalty, especially if there is a cost of employee loyalty. While Anand Finance is happy that its workforce has largely been loyal, the volatile, uncertain, complex and ambiguous times force it to chart new course of action. The newly appointed Business Head, Ashok Singh's challenges compound when he finds that there was not’t a single innovation or best practice adopted over the past three years. Given his mandate to make Anand Finance as the Walmart of financial services, can he aspire to rally the forces behind the new mission? This case study facilitates an interesting discussion on the significance of operational and strategic alignment at organizations in the backdrop of an interesting story of Anand Finance, one of the leading non-banking financial companies (NBFCs) in India. The non-alignment was noticed by Ashok Singh (Singh) who took over as the Business Head of Anand Finance. While the company boasted of long-standing employees, Singh was quick to notice that the company had been paying a cost for employee loyalty. What was the cost of employee loyalty? Singh could also sense that the company was in a state of active inertia. Expected to make Anand Finance Walmart for financial services by 2025, Singh had a big task at hand given the lack of strategic orientation of the employees. What would be the likely course of Singh's actions? As the case study deals with strategic dilemmas related to the organizational culture, it can be suitably used for organizational behavior and strategic management courses. This case study is meant highlight that even if an organization is operationally sound and successful, it cannot afford to be strategically disoriented, as its strengths may prove to be its weaknesses with changing business conditions.

At the end of this case discussion, the participants are expected to know the merits and demerits of employee loyalty and the implications of the same for organizational change; whether employees’ relatively longer stints at companies would contribute to active inertia (as defined by Donald N. Sull in Harvard Business Review article, “Why Good Companies Go Bad”); and the ways to align operational orientation with strategic mindset, especially in the case of employees who rose through the ranks and had been serving the company for relatively longer period.

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

After the global financial crisis of 2008, Allied Irish Banks (AIB) was rescued by the Irish government. During 2013 and 2014, the tiny fraction of shares remaining with the public appeared to be vastly overvalued in the Irish stock market. The American Depository Receipts (ADRs) of AIB appeared to be overvalued even relative to the inflated Irish price. The case illustrates the possibility of pervasive mispricing in an illiquid market and the difficulty of valuing companies with large embedded option values.

Data used to develop the case included primary data from employees and supervisors of a commercial floorcovering manufacturing plant in Northwest Georgia. The case company is not disguised.

The survey was developed using existing instruments from the Organizational Behavior and Human Resources Literature. Instruments were listed in Exhibits 2 through 7. The survey administration had the support of the Vice President for Resources and Facilities, and employees and their supervisors were given time to complete the surveys. The data gathered was analyzed by the researcher using SPSS statistical software.

Established in 1957, J&J started as a family-owned business but had grown and diversified its product offerings by focusing on commercial flooring. It survived several economic downturns and remained competitive in a market dominated by more prominent flooring manufacturers. J&J Industries strived to empower its 800 employees with various incentive programs. Employees remained loyal to J&J; many had worked for the company for over 15 years. However, management wanted to measure the impact of empowering and initiatives on employee performance and satisfaction to determine the real power of employee incentive programs. The Resources and Facilities Vice President employed Professor Lopez, a Management Professor, to develop a survey to measure these constructs and analyze the data to guide future incentive programs. Data from the employee and supervisor survey was provided along with the statistical analysis results for interpretation and recommendations for VP Fordham.

The target audience for this case is primarily students in a research methodology course and students studying quantitative regression analysis and interpretation. The focus is predominantly on graduate-level students in Master of Business Administration or Master of Accounting programs in business. Graduate students should have completed courses in management or organizational behavior, business statistics or quantitative methods or data visualization and cleaning as background knowledge for this case. Specifically, students should understand regression analysis and know when and how the tool is used for managerial decision-making.

The case has the following learning objectives:

1. understand the various types of comparisons that are possible between groups over time and across space;

2. evaluate a policy intervention using relevant data and different methods; and

3. understand the meaning of the phrase “controlling for other relevant factors” in regression and non-regression contexts.

The difference-in-differences (DID) approach is a useful tool for making meaningful comparisons. This case tries to provide a non-technical introduction to the approach using a basic comparison of crime rates among districts in Punjab (Pakistan's largest province). Being the most populous region of the country, Punjab faces many governance challenges, and street crime is one of them. (Exhibit 5 provides additional information about the geographical and administrative setting used in this case study.) In 2016, Chief Minister Shahbaz Sharif established the Dolphin (police) Force in different locations to improve urban patrolling and reduce street crime. There were debates about the effectiveness of the Dolphin Force (DF).

Those who are skeptical of DF point to various situations that were handled incorrectly by DF personnel, as well as other administrative and operational problems in the initiative. Optimists believe it is beneficial and want it to be expanded to other districts and regions. The threat of street crime claims many lives and, according to optimists, necessitates the formation of a special force. Whether the huge resources invested in the DF worth their lot or not can be known through sound statistical analysis that can identify the difference in the rate of crime because of the DF. In this instance, the case provides information to answer the following question:

Is there a significant difference in crime rates between areas where the DF is operating and districts where it has not yet been installed?

In quantitative/statistical analysis classes, the case can be used to teach the DID technique to MBA/MS Applied Statistics/Applied Data Analysis students. It can also be used in undergraduate Econometrics classes.

Teaching notes are available for educators only.

CSS 7: Management Science.

Wall Street hedge fund manager Kim Meyer is considering investing in an SFA (slate financing arrangement) in Hollywood. Dave Griffith, a Hollywood producer, is pitching for the investment and has conducted a broad analysis of recent movie data to determine the important drivers of a movie’s success. In order to convince Meyer to invest in an SFA, Griffith must anticipate possible questions to maximize his persuasiveness.

Students will analyze the factors driving a movie’s revenue using various statistical methods, including calculating point estimates, computing confidence intervals, conducting hypothesis tests, and developing regression models (in which they must both choose the relevant set of independent variables as well as determine an appropriate functional form for the regression equation). The case also requires the interpretation of the quantitative findings in the context of the application.

The learning outcomes are as follows: How to establish credibility of data sources; measurement scales of data; the importance of descriptive statistics and generating the following based on the type of data: mean, median and standard deviation; graphical methods; and test for differences: t-test and analysis of variance.

The case is set during the COVID-19 pandemic and the South African Government’s response to the pandemic. A brief timeline is provided as part of the introduction to the case study, with the following being a timeline of the events: 14 March 2020, 114 South African citizens were repatriated from Wuhan the epicentre of the COVID-19 outbreak; 15 March 2020, South Africa’s President, Cyril Ramaphosa declares a National State of Disaster, and this includes various measures to protect against the spread of COVID-19, while the health-care system is geared up to deal with the pandemic. Among the measures implemented, travel bans from high-risk countries and closing of air-traffic, closing of land ports and banning of gatherings of more than 100 people; 23 March 2020, President Cyril Ramaphosa announced a national lockdown beginning on 27 March 2020 for three weeks; 9 April 2020, President Ramaphosa extends the national lockdown by a further two weeks. The World Health Organisation (WHO) had commended South Africa on the swift action taken to curb the spread of the virus. Individuals and organisational leaders are grappling to make sense of the spread of the virus, and the barrage of the information that is being communicated through multiple channels, formal and informal. To make sense of the information, the case is premised on getting access to the raw data and conducting the analysis based on the publicly available data. The central requirement of the case is to compare the number of positive cases per million, based on the population data contained in the data set, of South Africa to a comparable country.

Post-graduate students learning statistics as part of a degree programme. The case assumes no prior statistics knowledge and therefore is aimed at teaching the importance of the basics of statistical analysis and then progressing to tests for differences.

CSS 7: Management Science

Teaching Notes are available for educators only.

Fruitzone India Limited (FIL) was the Indian subsidiary of the multinational company Gypsy Inc., the global leader in the beverages industry. The company had conducted market research to identify a new flavour of fruit juice that it could launch. The case discusses how the data collected in confirmatory research using primary research is analysed and interpreted. This case is useful for participants in the Business Research Methods, Market Research and Qualitative Research courses.