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Choice Behavior.

The case study deals with cross-gender analysis of impulse buying behavior in apparel shopping in India. Any extrapolation of this study to other markets should take into account that Indian consumers are price sensitive. The buying behavior in apparel shopping may not be directly related to other retail categories such as ready-to-eat food, consumer electronics, etc.

Mr Khuswant Chaddha’s family business is in tatters. Market dynamics have changed over the years and his textile mill is no longer the cash cow it once was. His son, Gaurav Chaddha, a recent engineering graduate, plans to save the business by venturing into branded apparel retailing. A key component of this strategy is to figure out impulse shopping behavior in apparel purchases. The gender angle is used to better comprehend the differences in impulse buying emotions so that males and females can be targeted with greater success. A survey of shoppers belonging to suitable demographics is used as the backbone of this study. The analysis of the data presents several dilemmas in some critical business decisions.

The objectives of the case include: understanding how marketplaces change over time; realizing the fact that businesses should evolve over time and even highly profitable business models can become obsolete pretty fast; studying the factors which influence the choice of an apparel store; understanding impulse buying behavior and how gender plays a decisive role in it and analyzing post purchase behavior with respect to gender.

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CSS 8: Marketing.

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.

Narayana, the head of Market Dynamic's (MD) Telecom vertical was working on the data analysis plan for the research on the telecom project that they had done for CWP. CWP was a well known consultant and had conducted a research with MD to generate consumer insights in the telecom space. These would help bring credibility for CWP and help in business development. CWP had requested for an early delivery and Narayana was planning to work on the analysis plan himself as his chief analyst was on leave. This case highlights the importance of an analysis plan in research. Specifically, it illustrate the role of different tools in data analysis and familiarizes participants with various tools and their applications. This case would be useful for students in Business Research and Market Research courses.

This study aims to use a variant from the family of discrete choice models, i.e. the logit model, to analyse the relationship between the Y dependent and X explanatory variables. This model addresses the linear probability model's main drawback by constraining the probabilities of the Y outcome between 0 and 1. The logit model also offers an extra advantage, in that it can provide odd ratio estimations.

This is a compact case written specifically to teach statistics, econometrics and research method. It has an accompanying data set for the case-users to do hands-on statistical analyses. The data set has been collected from a questionnaire survey from the students enrolled in Attitune, i.e. the music school that the case protagonist founded.

The case revolves around a relatively new music school, Attitune Music, established in July 2017 in the heart of the capital city of a northern state in Malaysia. Michael Lee Wei-Pin was the founder of Attitune Music Sdn. Bhd. He was also one of the four music instructors of Attitune Music. His speciality instruments were the guitar and the piano. The case opens with the case protagonist, Michael, pondering over Attitune’s performance in terms of its music students’ enrolment. Attitune faced a major challenge – its student enrolment had remained more or less constant since its establishment. Low and/or constant number of students could ultimately translate into stagnant or even worse, shrinking revenues for Attitune. To attract more students, Michael had been toying with the idea of injecting new elements into Attitune’s music lessons, something different from what other music schools were offering and that could be unique selling points for Attitune. With this in mind, Michael surveyed Attitune’s students to gather information that could help him gauge the potential and feasibility of his idea.

This case is well positioned to be perhaps the pioneer Malaysian teaching case to be written to teach courses in statistics, econometrics and research methods. The case can be easily adapted to teach at either the introductory or at an advanced level.

Supply chain management and particularly the significance of vendors as a strategic decision making tool.

The case is suitable for use in the following courses: MBA programs with specialisation in operations management where it can be used to teach students the significance of vendor selection and vendor rating in supply chain management (SCM); marketing research in management where it can be used to highlight the concept of multi attribute utility theory (MAUT) and its application; advanced statistics for multi criteria decision making (MCDM); and MBA/post graduate programs in management in strategic management where it can be used to introduce the concept of SWOT analysis and Porter's five forces model. An understanding of business process improvement will enable students get a comprehensive view about the case.

This case showcases the concepts of MCDM and SCM in manufacturing industry. The company wanted to select vendors and rate them in each category of raw materials in order to have a competitive advantage over competitors. Since there are multiple attributes (often contradictory in nature) based on which the vendors would be selected Kaul, Vice-President, Commercial uses multi-attribute utility theory (MAUT) to help solve the problem. The case has implications for manufacturing industry in selecting vendors to meet a raw materials need.

The case can be used to understand management concepts such as market research, supply chain management and multi criteria decision making. It can be used to: teach complexities involved in identifying attributes for vendor selection and vendor rating; help understand supply chain management in business process improvement; help students understand the application of MCDM; and help MBA students studying marketing research. The case will also be useful to students in understanding the application of MCDM in operations management. Some knowledge about cigarette manufacturing will help students to realize the depth of the case.

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The organizers of a music festival may use video from the Friday concert to create a DVD to sell to those who come to the Saturday concert. Attendance on Saturday is uncertain, as is the percentage of those who attend on Saturday who will buy the DVD. Is this a good project? If so, what number of DVDs should be burned early Saturday morning and offered for sale at that evening’s performance? By that time, Friday attendance is known, as well as whether it rained on Friday, and there is a forecast for whether it will rain on Saturday. Historical information on these variables may help us predict Saturday attendance using multiple regression; together with the results of a marketing survey, such analysis will help us make better purchasing decisions. This case series (see also the B case, UVA-QA-0708) can be used to illuminate a multitude of concepts that are covered in basic decision-analysis courses. The series starts by examining the role of uncertainty in decision-making, proceeds through the estimation of probability distributions from sample data with multiple regression, culminates in the development of a full decision model, and ends with a qualitative and quantitative analysis (with a tornado diagram) of how to add value and reduce risk. Key pitfalls for students are failing to recognize both limits on sales (supply and demand), incomplete reasoning in the determination of the attendance probability distribution, and oversimplifying the full forecast model.

Greg Mills describes his search for the perfect engagement ring which includes an analysis of the prices of 6,000 diamonds. An engineer, Greg hopes to impress Sarah Staggers by using regression to find an underpriced diamond. Students are asked to either select one of the 6,000 diamonds or provide point forecasts for prices of 3,142 diamonds in a hold-out sample. The instructor can use the actual prices of the held-out diamonds to evaluate student pricing models.

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.