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The case depicts an opportunity for students to be exposed to the decision theory concept. The study aims to encourage them to use the data given in the case and exhibits to explore as follows: decision-making under uncertainty; decision-making under risk; compare and contrast uncertainty and risk; and evaluate the value of perfect information EVPI and understand its application in decision-making.

Vikas Teerth, a budding entrepreneur, wanted to venture out into the pineapple business. He had three land plots available, but he would like to take up a single plot after analyzing the possible returns factoring the volatile prices and other impending constraints. He wanted to use the decision-making approaches with the aid of probability to arrive at the best decision. This case helps the instructors to introduce the concept of decision-making under risk and under uncertainty which comes under the preview of decision theory. Students can use the data given in the case and exhibits to do the necessary calculations required and thereby get an insight into the process of calculated decision-making.

This case can teach decision theory in undergraduate-level and graduate-level courses in operations research, decision-making and industrial engineering. It can also be used to discuss issues and challenges faced in start-ups or SME entrepreneurship.

Teaching notes are available for educators only.

CSS 7: Management Science.

The case would help students to learn the concept of high involvement innovation activity and how to apply it in large service organizations to increase innovation involvement. The case will help the students to reflect on the significance of organizing structure and culture of an organization for enabling innovation and innovation process models. The case would further help the students to develop the skill to plan and implement simple, innovative innovation process models which will increase the ideation capabilities of the organization. The students will also be able to understand the role of informal learning in innovation and how to facilitate it.

Cyient – a global services firm – had always focused on innovation as a key strategic capability winning various annual client awards for over a decade. However, in 2012, Cyient missed the innovation awards which led to the introduction of Idea Tree initiative in Aerospace & Defense (AED) business unit of Cyient. Cyient was able to co-create patents and offer cost savings to its clients through the Idea Tree initiative. This cost-effective and unique initiative resulted in re-organizing the structure (from formal to a quasi-formal), culture (open to new ideas, mistakes and failures) and process (stage-gate) inside Cyient AED business unit. However, Idea Tree also suffers from challenges such as lack of a digital format, lack of corporate presence across Cyient and its highly informal nature. In this context, the CEO wants to review the Idea Tree initiative to decide on its future in Cyient.

The case is suitable for teaching multiple facets of innovation for MBA and Executive MBA classes in core Strategy, Managing Organizations and Entrepreneurship and for elective courses such as Innovation Management, Organizing for Innovation or HRM for Innovation. The case is suitable for both fresher and experienced participants.

Teaching Notes are available for educators only.

CSS 6: Human Resource Management.

One Acre Fund (1AF) is a nonprofit organization in rural western Kenya that helps farmers lift themselves out of poverty by providing a bundle of products and services that support farmers with quality inputs, training on farming techniques, access to credit, and assistance in achieving optimal prices. Since the organization's founding nearly a decade ago, it has grown to serve over 180,000 farm families annually as of July 2014. This high level of penetration into rural Kenya, Rwanda, Burundi, and Tanzania makes 1AF a potential distribution channel for rolling out new products and technologies that could benefit farmers and their families. The organization prides itself on its innovative culture, and always strives to offer new products and methods to its farmers. In 2011 1AF realized that it needed to formalize its innovation process to ensure it was confident in new products before rolling them out across its entire farmer network. It therefore created a robust, multistep evaluation framework to assess new innovations on four criteria: impact, adoptability, simplicity, and operability.

After reading and analyzing the case, students will be able to:

• Articulate the importance of understanding the user's needs and perspective throughout the innovation process

• Identify key factors for a successful product launch into an existing channel

• Employ an assessment framework to analyze the viability of a potential innovation

• Design a test pilot for evaluating the launch of new innovations within an organization

Articulate the importance of understanding the user's needs and perspective throughout the innovation process

Identify key factors for a successful product launch into an existing channel

Employ an assessment framework to analyze the viability of a potential innovation

Design a test pilot for evaluating the launch of new innovations within an organization

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.

This is a case of a crisis project management which showcases the unpredictable nature of the project and the role of management in handling the crisis. It is the case of a very severe cyclonic storm hitting the city of Visakhapatnam plant during October, 2014. The whole city was devastated and so was the situation in the Steel plant as it was under zero power conditions for around 10 days. This case gives need for managing an integrated steel plant in case of very severe cyclonic storm and documents the sequence of events and managing unforeseen uncertainty using NTCP concepts.

Strategic Planning for family businesses.

MBA family businesses courses and/or executive education courses that focus on family businesses. The case can be used in introductory sessions related to family business strategy.

This case tells the story of two generations of coffee plant growers at Hacienda Flandes in Colombia’s coffee region. It describes external and internal factors that affected the family business from 1970 to 2013. The case presents antecedents and consequences of environmental circumstances and family members’ decisions that drive this business from boom to decline and later on to its potential reinvention. Through an analysis of this family-owned coffee plantation across generations, students are expected to understand the importance of strategic planning in family businesses, in a changing and competitive environment. Family businesses in emerging economies are the most common type of businesses. In Latin America, most of family businesses might be younger than those in Europe and even in North America. Therefore, family businesses in these economies can be going through or will soon go through a succession. Succession success rate is low, regardless of the culture or country in which the family business develops. This case deals with the preparation (or lack of preparation) of the next generation in family businesses management and its consequences and helps students suggest alternatives and better decisions to run family businesses in an emerging economy.

Students will be able to know and explain the concept of a family business as a dynamic system: firm, family and individuals, each one with actions and outcomes; analyze opportunities for and threats to family businesses across generations; and formulate strategies that balance business and family demands.

The teaching note has specific reading materials to support class discussion.

The case should be introduced after students have been exposed to the following topics: the practice of entrepreneurship, opportunity recognition, market segmentation and minority business enterprise.

The names of the companies and individuals in this descriptive case have not been disguised, with the exception of the solar company representative and his company affiliation. Information was obtained from interviews (i.e. first-hand accounts) with Nikita Floyd, President and Owner of Green Forever Landscaping and Design, Inc., and secondary sources cited.

Nikita, a 50-year old, African American male, had grown his business from a one-person seasonal landscaping business to a year-round landscaping and design business with full-time, part-time, and seasonal employees and an array of services and customer segments. To his delight, he was able to unite his avocation with his vocation. With over 30 years of experience in landscaping and landscape design Nikita was always scanning the landscape for new business opportunities that would align with his company’s mission statement and help sustain Green Forever’s core business.

This case is most appropriate for introductory undergraduate and graduate level courses in entrepreneurship.

GMR Infrastructure Limited (GMRIL) had to make a decision on its continued role in the 555.48 km Kishangarh Udaipur Ahmedabad (KUA) Expressway Project, India's then longest road public-private partnership (PPP) project. GMR had terminated the contract citing NHAI's failure in fulfilling Conditions Precedent (CP) of providing (i) environment clearance (EC), (ii) revised toll free notification and (iii) 80% of required land. The case intends to educate the reader on the concessionaire-authority dynamics in typical Indian infrastructure PPPs. Taking into account its internal strategy, the extant unfavourable investment climate, the Central Government's steps to revive private interest in the highways sector and NHAI's quick turnaround in fulfilling CP, GMR had to decide how to respond.

S. R. Pandey, Superintending Engineer (SE), Rural Roads Department, Bihar wanted to have a meeting of all the agencies involved, including his other engineers, the contractors to discuss his village road-making project in Pradhan Mantri Gram Sadak Yojona (PMGSY). This case discusses how the concept of work breakdown is used to subdivide all the activities of road-making into different sub activities (earthwork, bridgework, roadwork and other miscellaneous activities) in different levels.

▪ Students learn how an educational institute impacts water resources on the campus and its surrounding community.

▪ Students acquire knowledge on how decision-making, related to natural resources, is influenced by the institute’s obligations towards surrounding communities and the long-term sustainability of the resources.

▪ Students become acquainted with the decision-making process adopted by an educational institute for achieving resource-efficient development on the campus.

▪ Students learn how to design evaluation methods for investments related to water conservation at an educational institute.

▪ Students become proficient with the payback method specifically when evaluating water-enhancing projects at an educational campus.

Dr Ajit Parulekar, Director at Goa Institute of Management (GIM), Goa, India, was evaluating options to improve the sources of water at GIM at the beginning of 2021. He was reviewing the projects proposed to meet the water requirement at the campus for the next five years (2021–2025). The projects were recommended by consultants (ENV Consultants Pvt Ltd) who proposed a total expenditure of US$68,667 which involved storage enhancement and water table upgradation (See Case Exhibit 11). The maintenance department had studied the plans but their projections showed that the execution of these projects and initiatives would still lead to a deficit of water in the future. Dr Parulekar reviewed the reports and weighed the expected tangible and intangible benefits from the proposed projects. The projects had to be carefully selected, keeping in mind the multiple objectives to be met: an increase in water supply within a short time, a financially optimum investment and a minimum impact on the surrounding community. The selected projects had to meet the long-term sustainability objective of resource efficiency at the campus.

Students studying finance, project appraisal, campus sustainability at graduate or postgraduate management programs.

Teaching notes are available for educators only.

CSS 4: Environmental Management.