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Towers Watson (TW) has always conducted its own research into alternative approaches to market cap investing. A senior investment consultant with TW, impressed by a recent presentation by the CIO of Research Affiliates (RA) about an innovative investing concept called the “Fundamental Index methodology,” thinks it might be an important innovation in applying nonmarket cap approaches. But he has some concerns about the approach and whether or not it would be appropriate for TW's clients who depend on the firm to keep them on the cutting edge of institutional investing.

Agricultural Trade, Farm Management, Economics of Food Safety

Both undergraduate and postgraduate studies in Agribusiness and Agricultural Economics.

The pineapple production sector plays a very significant role in the Ghanaian horticultural industry. Production and export of fresh pineapple has been Ghana’s most developed high-value supply chain. However, the introduction of the GlobalGAP food safety standard in 2007 resulted in a fall in smallholder farmers’ participation in exportable pineapple production and subsequently led to declining trends in pineapple exports. The Ghanaian horticultural industry received quite a number of interventions over the years aimed at revitalizing the horticultural export sector and enhancing international competitiveness. However, the pineapple export sub-sector is still constrained with production and market access challenges meaning the sector struggles to survive.

The GlobalGAP standard compliance case is an appropriate way of explaining how smallholder farmers make informed decisions concerning the adoption of new farm practices. The case presents a careful evaluation of technical, institutional and socio-economic factors influencing a farmer’s decision to comply or not to comply with the GlobalGAP standard. Students should be able to apply farm management decision-making concepts and tools such as profit maximization and binary choice modelling techniques to explain a farmers’ final decisions on GlobalGAP standard compliance. This case should enable students to appreciate key factors constraining agricultural export trade performance in developing countries. The case should also contribute to students’ understanding of smallholder farmers’ decisions on food safety standards compliance, particularly GlobalGAP, and the challenges associated with the entire compliance process. Moreover, this case should provide students with possible policy considerations geared towards making food safety standards compliance easier, effective and sustainable in developing countries so as to enhance market access while ensuring food quality and safety along high-value food supply chains.

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 7 Management Science

Sai Coating, a small entrepreneurial firm, was one of the three firms that had received the license from ARCI for marketing the Detonation Spray Coating (DSC). Sai Coating made and sold the detonation gun (D-Gun) to three sectors, namely: Wire Drawing, Textiles and Aero components. The coating enhanced the life of the coated wire or surface and its functionality in some ways. The firm had a turnover of INR 4,500,000 and was looking to generate scale and maximize its revenues. The case revolves around the pricing strategy to be adopted by Sai coating to extract value from different set of customers. What should be the price levels given the nature of the product?

Forecasting.

The case is intended for Postgraduate level management students.

The purpose of this case study is to explain various forecasting techniques, their applicability and the importance of forecasting to the students. This case also explains the management situations where the application of one technique may not be sufficient, thereby explaining the importance of simultaneous usage of qualitative and quantitative techniques for making crucial decisions. The case is focused on the district of Etah of the state of Uttar Pradesh in India. The real-life situation of elections in this district of an Indian state has been taken to explain the critical nature of forecasting accuracy in a management situation where the manager has only one chance to execute his project. Discussion in this case is limited to explaining various techniques available for forecasting and their applications and does not provide a solution to a management problem.

The students are expected to understand various forecasting methods and the managerial situations where these can be applied. The case also explains situations where it becomes extremely important to have fairly accurate estimates of future requirements and the application of one technique may not be sufficient, thereby explaining the importance of simultaneous usage of qualitative and quantitative techniques for making crucial decisions.

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 9: Operations and Logistics.

In the early months of the 2007-08 financial crises, a loan manager faces a real estate financing decision. Should he approve a bullet structure three-year loan to a longstanding client, a legendary Texan developer? The developer, who near retirement downsized his business, is seeking financing for his only project: residential or commercial development on an attractive piece of land in suburban Houston. The loan manager considers the decision in light of the mortgage market turmoil, seeing commercial projects as safer, but also factoring that the residential market could bring higher returns if the market stabilizes soon. The manager collects the data and asks an analyst to assess the risks; that ultimately requires assessing the economics of both projects from both the bank's and the developer's perspectives. The bank could still change the interest rate on the loan to receive adequate compensation for the risk it carries, but the loan manager knows that doing so will change their long-term client willingness to take on the loan.

This case was developed solely for the purpose of classroom discussion. Some details of the case, including names of the companies, have been disguised. This case is not intended to serve as endorsements, sources of academic or business data, or illustrations of effective or ineffective management of the personnel or company.

Only when the custodial staff showed up at his office door did Vinod Mehra realize that it was already 3 am. Vinod is the VP of Supply Chain for Dockomo Heavy Machinery Equipment Limited. He had spent the entire night analyzing the data from the spare parts division in Pune, India. It was April 15 and he had just two weeks to go before the annual review of the company.

The spare parts division's growth at Dockomo has slowed down to about 10 percent annually when compared to the growth rate of 20 percent an nually over the previous years. Their cancelled orders stood at a staggering 8 percent due to parts unavailability, but at the same time the inventory in the system was $6 million higher than the previous year. Vinod was unsure of the response he would receive from the board of directors, since the inventory level increased along with the number of cancelled orders.

At the meeting, the board was considerate, but Vinod was asked to conduct an analysis of the shortcomings and prepare a report on the leading causes for the unavailability of parts to the customers. He was also asked to prepare a report on the approach to be followed to fix these problems by the next quarterly meeting. Vinod was already aware of many issues which existed in the supply chain, but he had to go through a complete analysis to gain a clearer understanding of the shortcomings in their distribution processes.

This case concerns the troubles that Euro Disney experienced from the start. Euro Disney claimed that the major cause of its poor financial performance was the European recession and the strong French franc. The timing of the park's opening could not have been more inopportune. If the recession had been the only cause of Euro Disney's problems, the financial restructuring would only need to carry the park forward to better economic times. Only when Europeans began spending freely again would investors learn the answers to some uncomfortable questions: Was the whole idea of Euro Disney misconceived? Were there other fundamental cultural problems that could inhibit the park's success? Would Euro Disney fail to recover even though other European companies did? And, if so, why was the Disney theme-park concept successful in Japan and not in France?

Organisational behaviour; Leadership; Organisational development; Public–Private partnership; Health care management; Public health.

Masters students in Business Administration, Post Graduate Diploma, Clinical Training of Medical Professionals, Health Leadership Programme.

Prof Jannie Hugo, the protagonist in the case, was considering his dilemma of aligning the multiple partners involved in public health care. A high level of collaboration was required of a multitude of stakeholders in developing the Daspoort clinic into a pilot site for the Tshwane district’s implementation of the National Health Insurance system. In addition, the re-engineering of primary health care with the focus on the patient and community orientated approach were launched on this site.

Gaining insight into international and national landscapes and principles of health care systems. Critically analyse the role of technology in delivering innovative health and social services. Present judgment of Prof Jannie Hugo’s contextual leadership effectiveness in enhancing collaboration between the multiple stakeholders and recommend next steps.

2 × DVDs on Vimeo, Slides and teaching plan with discussion or exam questions with model answers.

CSS 7: Management Science.

In early 2012, an equity analyst, was examining the jet fuel hedging strategy of JetBlue Airways for the coming year. Because airlines cross-hedged their jet fuel price risk using derivatives contracts on other oil products such as WTI and Brent crude oil, they were exposed to basis risk. In 2011, dislocations in the oil market led to a Brent-WTI premium wherein jet fuel started to move with Brent instead of WTI, as it traditionally did. Faced with hedging losses, several U.S. airlines started to change their hedging strategies, moving away from WTI. But others worried that the Brent-WTI premium might be a temporary phenomenon. For 2012, would JetBlue continue using WTI for its hedges, or would it switch to an alternative such as Brent?

This case, along with its B case (UVA-QA-0865), is an effective vehicle for introducing students to the use of machine-learning techniques for classification. The specific context is predicting customer retention based on a wide range of customer attributes/features. The specific techniques could include (but are not limited to): regressions (linear and logistic), variable selection (forward/backward and stepwise), regularizations (e.g., LASSO), classification and regression trees (CART), random forests, graduate boosted trees (xgboost), neural networks, and support vector machines (SVM).

The case is suitable for an advanced data analysis (data science, machine learning, and artificial intelligence) class at all levels: upper-level business undergraduate, MBA, EMBA, as well as specialized graduate or undergraduate programs in analytics (e.g., masters of science in business analytics [MSBA] and masters of management analytics [MMA]) and/or in management (e.g., masters of science in management [MScM] and masters in management [MiM, MM]).

The teaching note for the case contains the pedagogy and the analyses, alongside the detailed explanations of the various techniques and their implementations in R (code provided in Exhibits and supplementary files). Python code, as well as the spreadsheet implementation in XLMiner, are available upon request.