Search results

In this return on investment (ROI) for customer relationship management (CRM) case scenario, students must calculate the ROI for analytic CRM enabled by an enterprise data warehouse. The case is based upon a real-life consulting engagement with a major Fortune 100 telecommunications company. In this case the executive management team's strategic objective is to grow the customer base by 5 percent annually by customer acquisition. The internal rate of return calculated from the data given in the case is more than 800 percent for one year, and sensitivity analysis shows this is a robust projection, suggesting it should be funded without question. However, the strategy of the firm is customer acquisition in an environment of high customer churn. As a result of these dynamics, the revenues and net income of the firm are actually decreasing by hundreds of millions of dollars each year. A better solution would realize that the executive team has the incorrect strategic objective. Customer acquisition is the wrong approach in an environment of high customer churn and executives should focus on customer retention and cross-sell and up-sell to high-value customers. The case discussion therefore takes students beyond CRM ROI to focuses on the key strategic concepts of customer relationship management.

Students learn how to calculate return on investment (ROI) for analytic customer relationship management (CRM) initiatives. The case also discusses in detail the difference between operational CRM and analytic CRM. The case solution is relatively straightforward with a very good ROI. However, the true learning of the case is for students to understand the strategic context of analytic CRM and to question assumptions in any ROI model.

Ever since he had heard her speak at a private equity conference, Babatunde Omotoba had wanted to work for Venita Fields, co-founder and senior managing director of private equity firm Smith Whiley & Company. He wrote and asked her for an informational interview, and was excited to receive her invitation to meet with her at the firm's regional office in Evanston, Illinois. After the interview, however, Omotoba came to the grim realization that despite all his preparations—researching private equity firms, studying the types of deals they make, and evaluating the analytical tools used to perform due diligence on companies and make investment decisions—he did not have a full grasp on the actual day-to-day work private equity professionals perform. He spent time reviewing materials from the career management office about private equity, and he meets two Kellogg alumni for informational interviews. He also reviews the investment process. The case ends with Omotoba having a broader perspective on the human aspect of private equity, beyond the analytical and financial aspects, as he anticipates meeting Fields again, hopefully to get the job offer.

Students learn the “tools of the trade” in private equity: managing portfolio company executives, meeting with limited partners to raise funds, managing the fund, selecting investments, and managing their time. Students learn the interpersonal nature of the business, including persuasion and negotiation, and how that is as important as financial skills. Students learn the process of preparing to interview with a private equity professional.

The learning outcomes of this paper are as follows: to critically assess and analyse public and private funding options and determine which private option is best suited to a company (finance – decision-making). To calculate the internal rate of return (IRR) of a project (finance – analytical). To critically assess the underlying structures of traditional and new industries (Strategy/BMI – analytical). To analyse the challenges and disruption potential of intermediated industries (Strategy/BMI – analytical).

The Triggerfish case looks at how films are funded in South Africa. The company is currently funding films mostly through government channels, but CEO Stuart Forrest would prefer to independently and privately fund their projects. The case looks at what returns can be expected by investors in film through the “recoupment waterfall” – the means whereby the producers and investors of a film recoup their investments and earn returns. The investment horizons of select private lenders (bank, mezzanine financiers, risk financers and venture capital firms) and public funders are explored. The case also explores the impact that video-on-demand platforms, such as Netflix and Disney+, is having on the traditional models of filmmaking.

This teaching case is aimed at postgraduate business students such as Master’s degrees in Business Administration degrees, postgraduate diplomas, executive education or specialist Master’s degrees.

Teaching notes are available for educators only.

CSS 3: Entrepreneurship.

Technology projects are inherently risky; research shows that large IT projects succeed as originally planned only 28 percent of the time. Building flexibility, or real options, into a project can help manage this risk. Furthermore, the management flexibility of options has value, as the downside risk is reduced and the upside is increased. The case is based upon real options analysis for an enterprise data warehouse (EDW) and analytic customer relationship management (CRM) program at a major U.S. firm. The firm has been disguised as Global Airlines for confidentiality reasons. The data mart consolidation or EDW marginally meets the hurdle rate for the firm as analyzed using a traditional net present value (NPV) analysis. However, different tactical deployment strategies help mitigate the risk of the project by building options into the project, and the traditional NPV is expanded by the real option value. Students analyze the different deployment strategies using a binomial model compound option Excel macro, and calculate the volatility using Monte Carlo analysis in Excel. A step-by-step tutorial is provided to teach students how to accomplish the real options analysis for a simplified project, and this tutorial is easily generalized by students to the case scenario. In addition to the tactical options, the case also has the strategic growth option of analytic CRM. Students must therefore analyze both the tactical and strategic growth options and make a management recommendation on funding the project and also recommend an optimal deployment strategy to manage the project risk.

The case teaches real options for technology projects. Students learn how to calculate real option values, where the key input of volatility is obtained by Monte Carlo analysis in Excel. Students also learn that the real option value is “real,” resulting from active management mitigating the risk of the project and improving the upside. Most important, students understand the difference between tactical vs. strategic growth options and the important management issues to consider.

The case is designed to be used with the digital business model framework developed by Peter Weill and Stephanie Woerner of Massachusetts Institute of Technology (MIT) (Weill and Woerner, 2015) and is referred to as the W & W framework. This approach provides a useful structure for thinking through the strategic options facing environments ripe for digital transformation.

Research for this case was conducted through face-to-face interviews with the protagonist, as well as through a review of their business planning documents and other data and documentation provided by the founder. Some of the market and industry data were obtained using secondary research and industry reports. Interviews were digitally recorded and transcribed to ensure accuracy.

The case follows the story of Kurt Waltenbaugh, a Minnesota entrepreneur who shared the dream of using data analytics to reduce costs within the US health-care system. In early 2014, Waltenbaugh and a physician colleague founded Carrot Health to bring together their personal experience and expertise in both consumer data analytics and health care. From the beginning, they focused on how to use data analytics to help identify high-risk/high-cost patients who had not yet sought medical treatment. They believed that they could use these insights to encourage early medical interventions and, as a result, lower the long-term cost of care.

Carrot’s initial success found them in a consultative role, working on behalf of insurance companies. Through this work, they honed their capabilities by helping their clients combine existing claims data with external consumer behavioral data to identify new potential customers. These initial consulting contracts gave Carrot the opportunity to develop its analytic tools, business model and, importantly, to earn some much-needed cash flow during the start-up phase. However, they also learned that, while insurance companies were willing to purchase data insights for one-off market expansion projects, it was much more difficult to motivate them to use data proactively to eliminate costs on an ongoing basis. Waltenbaugh believed that Carrot’s greatest potential lay in their ability to develop predictive models of health outcomes, and this case explores Carrot’s journey through strategic decisions and company transformation.

This case is intended for either an undergraduate or graduate course on entrepreneurial strategy. It provides an effective introduction to the unique structure and constraints which apply to an innovative start-up within the health-care industry. The case also serves as a platform to explore the critical criteria to be considered when developing a digital transformation strategy and exposing students to the digital business model developed by Weill and Woerner (2015) at MIT (referred to in this instructor’s manual as the W&W framework). The case was written to be used in an advanced strategy Master of Business Administration (MBA) class, an undergraduate specialty health-care course or as part of a health-care concentration in a regular MBA, Master of Health Care Administration (MHA) or Master of Public Health (MPH). It may be taught toward the end of a course on business strategy when students are building on generic strategy frameworks and adapting their strategic thinking to the characteristics of specific industries or sectors. However, the case can also be taught as part of a course on health-care innovation in which case it also serves well as an introduction to the health-care payments and insurance system in the USA. Finally, the case can be used in a specialized course on digital transformation strategy in which case it serves as an introduction to the MIT W&W framework.

The case is particularly well-suited to students who are familiar with traditional frameworks for business strategy and business models. The analysis builds on this knowledge and introduces students interested in learning about the opportunities and challenges of digital strategy. Equally, the case works well for students with clinical backgrounds, who are interested in how business strategy can influence changes within the health-care sphere. Finally, an important aspect of the case design was to develop students’ analytical confidence by encouraging them to “get their hands dirty” and to carry out some basic exploratory data analytics themselves. As such, the case requires students to combine and correlate data and to experience the potentially powerful combination of clinical and consumer data. Instructors should find that the insights from these activities give students unique insights into the potential for of data analytics to move health care from a reactive/treatment ethos to a proactive/intervention ethos. This experience can be particularly revealing for students with clinical backgrounds who may initially be resistant to the use of clinical data by commercial organizations.

The case is derived from secondary sources, including publicly available reports and information about all companies directly or indirectly engaged in the industry. No primary sources were available.

This teaching case is designed for students to demonstrate their mastery of industry-level analysis in the emerging space tourism industry. It allows students to understand what constitutes the industry within the broader space sector and to apply analytical tools such as PESTEL and Porter’s Five Forces, with the option to discuss strategic groups. Students gain insights into how the industry is evolving within its broader environment and how companies could respond or differentiate themselves. Information is also provided for students to consider the broader social impact of a relatively new industry from the perspective of sustainable development.

The case is written for undergraduate and graduate students enrolled in strategic management courses. The case placement is ideally in conjunction with industry-level analytical frameworks such as Porter’s Five Forces, PESTEL analysis, strategic groups (optional) and industry life cycle. Most strategic management textbooks cover these concepts in the first few chapters. For example, “Strategic Management, 14th edition” by Hill, Schilling and Jones (2023) covers these topics in chapter 2. Given that space tourism is an embryonic industry dependent on technological innovation, instructors might also use this case in innovation or entrepreneurship-related courses. This case could also be used to address critical issues, such as sustainability, in tourism management courses.

Acme Inc, a large retailer, explores the use of Data warehouse for addressing their decision support infrastructure Challenges. Acme plans for a pilot study to assess the feasibility and evaluate the business benefits of using Data warehouse. The focus of this case is to ascertain the steps involved in design, development and implementation of a Data warehouse.

The case provides an opportunity to the students to learn some of the analytical processes in making a credit decision, including interpretation of financial ratios for credit analysis, forecasting a stress scenario, analysing cash flow adequacy, assessment of financial flexibility and, finally, recommend a credit decision.

The case discusses the analytical challenges facing a bank credit officer while assessing the credit quality of Kwality Ltd., an India-based dairy product manufacturer. Kwality Ltd. had undertaken a significant capacity expansion and business transformation to strengthen its market position in value-added dairy products business and improve its profit margins. The capacity expansion had recently been completed and the management, credit rating agency, equity analysts and investors appear to be optimistic regarding the company’s prospects. However, the capital investment had been almost entirely debt-funded and large long-term debt repayments would have become due shortly. The company had also built up large trade receivables. The banker had to assess if Kwality would be in a position to repay its debt and should his bank increase working capital disbursement to the company.

Complexity: Academic level. Applicability: MBA, Executive MBA.

Teaching Notes are available for educators only.

CSS1: Accounting and Finance.

This case was written to help students develop their analytical and decision-making skills with regard to sales force evaluation. It identifies a variety of issues – in the Pakistani context particularly – within the sales force environment, including union representation, sales force team conflicts and power dynamics between superiors and subordinates. The various case lessons will enhance students’ analytical, negotiation and team-management skills. This case can be used to discuss the following issues: the complexity of objective and subjective evaluations of a sales force, sales force perceptions and cultural nuances for succeeding in Pakistan. Distribution structures and management in Pakistan. Characteristic features of the Pakistani pharmaceutical market. Students will be able to explain how salesperson performance information can be used to identify problems, determine their causes and suggest sales management actions to solve them. Students will be able to differentiate between an outcome-based and a behaviour-based perspective for evaluating and controlling salesperson performance. Students will understand how to control one’s behaviour in conflict situations by identifying common interests and achieving a “win-win” situation.

The Al-Ain case describes sales force management and sales force evaluation in a situation that involves a high-performing team operating in a hostile environment. Al-Ain eye centre (Al-Ain), located in the city of Karachi in Sindh state of Southern Pakistan, is a small-scale hospital that has diversified into the pharmaceutical business. Al-Ain’s product portfolio includes analgesics, antibiotics, ophthalmology products and cardiology products. This case focusses on team management and the relationship between a sales manager and subordinate salespeople in the context of Pakistani culture. A sales representative has received a poor performance assessment, which he perceives to be an unfair evaluation of his efforts. As a result of the situation, he subsequently joins a union and creates problems for his superiors. As they explore these management issues within a sales force, students will develop an appreciation for objective methods of sales force evaluation, as well as for the complexity of handling high-performing teams, the importance of employee perceptions and the scope of subjective biases in sales force evaluation that can emerge in practice.

The case is suited to undergraduate or MBA courses on sales management, organizational behaviour, distribution management, marketing/strategy and pharmaceutical industries. It addresses issues of sales force management, sales territory allocations, sales target fixation, team conflict, promotion, team bonus and distribution management in the pharmaceutical industry in Pakistan.

Teaching Notes are available for educators only.

CSS 8: Marketing.