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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.

This case is based on a real-life consulting engagement with a major Fortune 100 telecommunications company. The name of the firm has been disguised for confidentiality reasons. Completing the case teaches students how to develop a cost-containment ROI analysis and develop a business case for a large enterprise technology project. The class discussion focuses on strategies to understand and manage the risks of the project and organizational issues. In addition, the case teaches students good questions to ask when reviewing a complex project business case, and how to present a project for funding approval. This case is the second in a series of three cases designed to teach students ROI analysis for technology projects; the first is “B&K Distributors: Calculating Return on Investment for a Web-Based Customer Portal” and the third is the case “ROI for a Customer Relationship Management Initiative at GST.”

The case objective is for students to learn how to compute a return on investment (ROI) analysis for a large cost-containment technology project. Students learn the best practice of computing the range of possible outcomes (the best, worst, and expected case), and how to present the results to senior management. In addition, students learn how to incorporate important management issues of personnel reduction and technology project risk into an ROI analysis.

The case primarily focused on a real-life problem and shows that existing operations management tools can be used to solve a complex problem. Through this case, the participants will learn the application of the factor loading method and aggregate planning.

This case revolves around the Modi Agro Pvt. Ltd, a mango procurement and distribution business established in 1994 by Mr Dhanush Modi in Mumbai, India. Mr Mahendra Modi, son of the company owner, observed that the different seasons of cultivation and varied customer demands lead to changing workforce requirements during the procurement process. In addition, the production quality, variety, available resources, procurement location and cost play a significant role in establishing a long-term relationship with the customers. This case highlights the problem faced by Mahendra in determining an appropriate location among all available options for mango procurement and the optimal workforce for each month to meet the varying customers’ demands.

The case can be used as teaching material for participants of the course Service Operations Management, Operations Management, Decision Analysis and Quantitative Techniques

Teaching notes are available for educators only.

CSS 9: Operations and logistics.

Design of a warehouse includes estimating the number of storage location, establishing the number of tiers, aisles etc. Optimal warehouse design affects the order pick time and customer delivery performance. The participant will use concepts from inventory management to obtain the number of storage spaces and also learn to partition the warehouse space into a forward and a reserve area. Such partition will allow to minimize the throughput times.

thyssenkrupp Steel Europe, a major European steel company, operates a so-called push-pickling line (PPL) in Bochum, Germany. The PPL produces a particular type of steel strips that are sold to B2B customers, mainly in the automotive industry. In spring 2014, a senior vice president of thyssenkrupp Steel's production operations and one of his production managers notice that over the span of ten years the production facility regularly did not meet its planned production volumes. They set out to determine the drivers for the deviations from planned production figures with the ultimate goal to improve the production planning process at the Bochum PPL. Students will step into the shoes of Markus Schulze a production manager at thyssenkrupp Steel as he searches for performance drivers at the Bochum PPL and analyzes recent production data to build a forecasting model for production planning.

strategic alliances/collaborative strategies;

defending against global competitors;

related diversification;

entrepreneurship-organizational life cycle; and

evaluating strategies for firm growth.

MBA/PGP level programmes in management and/or entrepreneurship.

Aztec Fluids & Machinery, set up just over four years ago in the city of Ahmedabad in Gujarat, India, caters to the printer hardware, spares and consumables needs of the digital ink jet printing market. The company has identified vendors principally from the UK and China for its printers and consumable sourcing and presently markets these using a hybrid channel structure of direct selling and through 12 distributors in ten cities of India. A recent development of note is the successful transformation of a flexible roll printer into a flat-bed type one by the co-founder. The experiment assumes significance since the cost of a conventional flat-bed screen printer is almost five times that of the improvised printer. The huge, fragmented, price-sensitive, yet quality-conscious market in India offers immense potential for this innovation. At the same time, Aztec's recent interactions with a couple of its UK-based vendors present other alternatives for growth.

To explore organizational life cycle: the introduction and early growth phases.

To understand alliance dynamics for early-stage entrepreneurs –rationale, management and the manifestation of trust between different types of partners: suppliers and customers.

To understand how small firms prepare for and evaluate the challenges of growth.

Teaching note.

Manufacturing, Western management theories and Japanese management practices.

This case can be used in project management or management-related courses at tertiary institutions at Undergraduate and Postgraduate level.

This case provides students with an opportunity to find out what make Toyota so successful in manufacturing through its famous production system as well as the underlying Toyota Way principles. All students are expected to understand the Toyota Way model with a balanced view that goes beyond a set of lean tools such as just-in-time. This case opens a historical account for the Toyota Way model by connecting with possible Western management theories and Japanese management practices.

It is expected to significantly benefit students with industry experience with the intention of initiating appropriate changes in their own industry and/or organization by applying what they have learnt from the Toyota Way, through bridging with Western management theories.

Teaching notes.

The learning outcomes of this paper are as follows: to understand the context of seaport logistics and supply chain design structure, to apply Monte Carlo simulation in the interface of the supply chain and to analyze the Monte Carlo simulation algorithm and statistical techniques for identifying the key seaport logistics factors.

It was 9:00 p.m. on November 10, 2020, and Nishadh Amonkar, the CEO of OCTO supply chain management (SCM) was glued to the television watching the final cricket match of the Indian Premier League, 2020. Amonkar’s mobile phone rang and it was a call from Vinod Nair, a member Logistics Panel of Ranji Industries Federation. Nair informed Amonkar that it was related to the rejection of several export consignments of agricultural products from Ranji (in the western part of India). The rejection was due to the deterioration in the quality of the exported agricultural products during transit from Ranji to various locations in Europe.

This course is suitable at the MBA level for the following courses: Operations research (Focus/Session: Applications on Monte Carlo Simulation). SCM (Focus/Session: Global SCM, Logistics Planning, Distribution Network). Logistics management (Focus/Session: Transportation Planning). Business statistics (Focus/Session: Application of Hypothesis Testing).

Teaching Notes are available for educators only.

CSS 9: Operations and logistics.

This two-part case illustrates the use of economic order quantity to manage conflicting performance measures across different siloed functions in an organization. Part A requires students to assess the costs of various order quantities and quantify the concept of “robustness.“ Part B emphasizes managing the variables of annual demand, ordering cost, inventory carrying cost, and unit price to achieve strategic goals. The student must determine how to lower ordering costs to compensate for increases in the other variables as well as to help guide Just-In-Time implementation efforts.

This case study focuses on the problems that a company have in segmenting a local market of a gas distribution company and some strategies that they can use for developing a viable market segmentation to target the right segment that will provide a good economics, revenue base customers who also have the mindset to change to a new product. At the end of this exercise, students should have a clear understanding of the following: the essentials concepts of market segmentation, targeting and positioning and how they can be leveraged so that businesses increase their returns; the main elements/steps that drive market segmentation and business positioning; the appropriate methods for market segmentation when targeting local markets for a city gas project; and the challenges companies might face when changing a product.

In 2018, commercial customers began asking Abu Dhabi National Oil Company (ADNOC) Distribution to provide a sustainable solution to ensure a continuous supply of safe gas and avoid the interruptions and hazards associated with the supply of liquefied petroleum gas (LPG) to their premises. The request was discussed with the ADNOC marketing, supply and trading (MST) Division to investigate the possibility of growing the natural gas business in the Emirate of Abu Dhabi, thus contributing to the Emirate’s security, economy, environment and community, and ultimately to ADNOC Strategy 2030. Khaled Salmeen, Director of the ADNOC MST Division, believed that industrial customers accounted for higher business volume and profitability. Nevertheless, he advised Shuhab Al Shehhi, the City Gas Project Manager, to study the potential benefits in targeting both residential and commercial customers as part of ADNOC’s responsibility towards community engagement and investments. Al Shehhi had to address several questions: How could the City Gas Project be strategized and positioned so as to target all market segments? What were the potential outcomes? Would targeting all market segments strengthen ADNOC’s brand position?

This case study was written for Marketing and Strategic Management courses in Bachelor of Business Administration programs.

Teaching Notes are available for educators only.

CSS: 8 Marketing