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The learning outcomes of this study are to understand the theory of constraints and related concepts, to evaluate constraints impeding organizational growth and to develop a solution addressing the constraints in the best possible way.

Bottlenecks or constraints impede an organization from reaching its full potential, thus having implications for the internal and external functionalities of the organization. Internally, many resources remain idle or deteriorate, as constraints always hamper the overall capacity. Externally, the organization might lose the customer for not fulfilling their demands. The organization may be unable to procure the raw material at economical prices from the suppliers, as large-quantity orders may not be placed. This case was designed to make students understand the theory of constraints (TOC) and related concepts. The TOC framework was a management philosophy developed by Dr Eliyahu Goldratt and popularly mentioned in his book The Goal. This case study considered a dairy plant as its central focus. The protagonist was challenged by the existing constraints in his dairy plant, and his dilemmas were introduced. The dairy processes were discussed, followed by details of supplies made to the dairy plant regularly. The capacity constraints at different levels were mentioned. The case also discussed the quick fixes adopted by the dairy to overcome the constraints. Finally, this case ended with a dilemma presented before the protagonist and a dire need for a solution thereafter.

This case was appropriate for introducing TOC to undergraduate and postgraduate courses in operations management, logistics and supply chain management and general management.

Teaching notes are available for educators only.

CSS 9: Operations and Logistics.

Metacognition, learning how to learn, peer feedback and peer review.

Essay based on experience as a reviewer and editor and best practices.

This quick start guide provides a tutorial on how to review teaching cases and the associated instructor’s manual or teaching note. The purpose of this guide is to help develop the confidence and skill of novice reviewers and refresh and refocus experienced reviewers. Case writers may also use this guide to anticipate peer reviewer feedback and assess or refine their cases before submitting them to a journal. Reviewing is essential to the Academy – without peer reviews there would be no peer reviewed journal articles, a pillar of the tenure process. Reviewing is also a valuable way to learn, to keep current in a field and to be a good citizen – contributing to one’s professional community. This guide will help scholars become even more effective reviewers, writers and contributors to the Academy.

For academics interested in developing their case reviewing skills.

Using the case, students will learn about the following topics: identification of the right shareholder for a start-up. Need for a tech co-founder for an app-based start-up. Delay in building the right team at the right time. Lack of preparedness; a start-up’s challenges in identifying the business model. What was the real pain point (problem identification)? Did the solution meet market expectations (solution quality)?; consumers’ usual social habits. How do people’s habits hinder a product’s survival in the market? Why do consumers continue to behave the same way they have? Technology-related constraints.

KnoDues was a mobile application (app)-based start-up in the domain of split expenses. The business idea germinated in early 2015 and became a reality toward the end of 2015. In a developing country context, the case provides rich insights into lean vs traditional start-up formation, founders’ knowledge, opportunity identification, product development and investment. India is a growing economy with ever-increasing smartphone users and internet consumers. Despite its deep-rooted rural-urban divide in the usage of modern technologies, India possesses a vast market opportunity in big cities. Rightly so, KnoDues intended to target the urban youth (between 15 and 35 years of age) population. Although KnoDues was not a unique product or the first of its kind, the founders perceived it to be the “first mover” in the Indian market. In its initial days, the product received an overwhelming response from accelerators and business-plan judges. Although KnoDues achieved more than 20,000 downloads by the end of 2016, customer retention and attracting investors became a difficult task. Founders felt that the difficulty was because of people’s “usual social habits,” and inadequate revenue model. Toward the end of 2017, KnoDues’s founders contemplated on ceasing their business.

Undergraduate, postgraduate and executive.

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CSS 3: Entrepreneurship.

This case was based on both primary and secondary data. In-depth semidirected interviews were conducted in 2021–2022 after receiving the institutional research board approval. The interviews took an approximate time ranging from 90 to 120 min. They were recorded and transcribed. A thematic analysis was undertaken to identify the most relevant themes for the case. The secondary sources used included various websites, scholarly and trade journals, as well as specific databases, such as Statista.

The case exposes students in multiple disciplines to the challenges created by the COVID-19 crisis at Yale School of Medicine (YSM). It describes its remarkable effects on organizational and community members as they struggled to reimagine more inclusive and supportive spaces. As one of the most severe crises humanity has ever witnessed, COVID-19 exacerbated the existing struggles of the underrepresented communities, creating a double pandemic. It has also amplified inequities among marginalized groups including black, indigenous and people of color; women; immigrants; lesbian, gay, bisexual, transgender, queer/questioning; people with different abilities; working parents; single parents; religious minorities; and people with low income. When COVID-19 hit in 2020, Yale University School of Medicine (YSM), like other pioneering schools in the field of health care, doubled their efforts to face both the public health crisis and the substantial social turmoil (racial tensions after the death of George Floyd, food insecurity, vaccine resistance, social inequalities, etc.). Professor Marietta Vazquez, MD, who was the first Latina to be named Associate Dean for Medical Students Diversity at YSM, launched with Dr Latimore (Chief Diversity Officer) and her other colleagues many strategic initiatives aiming at improving the diversity, equity and inclusion of organizational and community members.

The case is an invitation to graduate students and students in executive education programs to reflect on the grand challenges leaders faced at YSM as well as in other institutions across the nation and the globe. It is also a call to reimagine ways leaders can accelerate the pace of change in their organizational ecosystems.

This case was written for use in graduate-level courses, including executive education dealing with Diversity, Equity, Inclusion and Belonging, Leadership and Change, Health-Care Equity/Policy, Health Sciences, Human Resource Management, Organizational Behavior, Crisis Management, Sustainability, Business and Society, Social Issues in Management, Strategy, etc. Faculty members can easily adapt the case to fit the content of the course they teach, the students’ context as well as the specific learning outcomes to be achieved.

The value of the DeLone & McLean model for planning actions before IS design and implementation can guarantee its success.The value of the DeLone & McLean model for IS auditing in critical dimensions of project success, including both hard and soft elements.Information and information systems are essential organizational resources that must be viewed in an interconnected way with the rest of the organization's resources and capabilities that systemically guarantee the achievement of the export objectives.The role of management commitment in the success of voluntary Information Systems.

The case deals with Luis's decision to continue a Competitive Information System project. For his PhD research project, Luis designed and implemented an information system to support the export goals of the business school for which he worked. Three months later, the System obtained positive feedback and user satisfaction but deficient System usage levels. Luis does not know whether to continue with the project or not. If he decides to continue, further steps are needed to increase the System's use for contributing to the export goals.

The case is suitable for use with MBA students and executive education short courses.

Teaching notes are available for educators only.

CSS 5: International Business.

Case B assesses the options available to the government and private operators in light of the SC judgment. It provides scope for examining the dimensions for auction design by illustrating the subsequent exercise undertaken by the Telecom Regulatory Authority of India.

Case A uses the context of unfair, non-transparent process of spectrum allocation by the Indian government to private operators that led to Supreme Court (SC) cancel 122 licenses. It gives scope to discuss the relationship between policy and regulatory agencies and their effectiveness, role of other institutes outside telecom sector such as the Prime Minister Office, Empowered Group of Ministers and the Comptroller & Auditor General of India.

The case was created through personal interviews of the proprietor, Arzan Gandhi. The authors also researched data for investment advisory business along with current events relating to Indian stock market and its performance.

The case explores the fascinating entrepreneurial journey of Arzan Gandhi, 62 years old, from a cotton mill worker to an owner of a reputed investment advisory firm, “M/s A. N. Gandhi” in Ahmedabad, India. Reflecting upon the experiences that empowered Gandhi’s success in investment advisory business, students acquire an insight of real wealth creation challenges in business. Gandhi had to set the right priorities to take his business to the next level with intensified competition in the financial advisory field.

The case is best suited for graduate and post-graduate level courses on personal finance, financial planning elective or entrepreneurship. It is useful for teaching lessons on how financial planning and strategic decisions taken, through entrepreneurial traits and opportunity recognition helps in wealth creation and taking a venture to new heights.

This case is designed to enable students to understand the role of women in artificial intelligence (AI); understand the importance of ethics and diversity in the AI field; discuss the ethical issues of AI; study the implications of unethical AI; examine the dark side of corporate-backed AI research and the difficult relationship between corporate interests and AI ethics research; understand the role played by Gebru in promoting diversity and ethics in AI; and explore how Gebru can attract more women researchers in AI and lead the movement toward inclusive and equitable technology.

The case discusses how Timnit Gebru (She), a prominent AI researcher and former co-lead of the Ethical AI research team at Google, is leading the way in promoting diversity, inclusion and ethics in AI. Gebru, one of the most high-profile black women researchers, is an influential voice in the emerging field of ethical AI, which identifies issues based on bias, fairness, and responsibility. Gebru was fired from Google in December 2020 after the company asked her to retract a research paper she had co-authored about the pitfalls of large language models and embedded racial and gender bias in AI. While Google maintained that Gebru had resigned, she said she had been fired from her job after she had raised issues of discrimination in the workplace and drawn attention to bias in AI. In early December 2021, a year after being ousted from Google, Gebru launched an independent community-driven AI research organization called Distributed Artificial Intelligence Research (DAIR) to develop ethical AI, counter the influence of Big Tech in research and development of AI and increase the presence and inclusion of black researchers in the field of AI. The case discusses Gebru’s journey in creating DAIR, the goals of the organization and some of the challenges she could face along the way. As Gebru seeks to increase diversity in the field of AI and reduce the negative impacts of bias in the training data used in AI models, the challenges before her would be to develop a sustainable revenue model for DAIR, influence AI policies and practices inside Big Tech companies from the outside, inspire and encourage more women to enter the AI field and build a decentralized base of AI expertise.

This case is meant for MBA students.

Teaching Notes are available for educators only.

CCS 11: Strategy

Marketing.

Undergraduate and postgraduate management students.

Small scale business in India employ almost 30 million people contributing 50 per cent to industrial and 45 per cent to the total exports of the country. The rapid growth of internet has made it possible for the small scale start ups to reach its existing and potential customers without investing much. The case highlights this fact describing the journey of “Chumbak” a small scale business from an unknown brand to the foremost favourable funky product of India. Through this case the authors have tried to relinquish a synoptic view of how Chumbak has used varied social media platforms, to engage and connect with its customers. A survey of 147 customers of Chumbak customers shows that engagement through Facebook fan page of Chumbak positively impacts its purchase intention, brand image and leads to positive word of mouth.

The case highlights numerous dynamics of social media marketing and shows the recent social media promoting methods being used by the little scale businesses to ascertain on-going dialogues with their customers. The Case would facilitate the scholars in learning how these platforms may be used alone as a promotional tool not solely to reach the purchasers but additionally to type a higher complete awareness of the products with reference to Chumbak. The case explains that communication happening at varied social media platforms got to be tailored considering the sort of users.

Teaching notes are available for educators only. Please contact your library to gain login details or email support@emeraldinsight.com to request teaching notes.