Education Commons^™

Who Watched Pre/Post-Lecture Tutorial Videos? Does Flipped Learning Help Beginners In Economics?, Bei Hong

Research Collection School Of Economics

The modern-day classroom is characterized by academic diversity, with students from varied backgrounds and with different levels of prior knowledge. To cater to the diverse abilities of students, this paper explored the use of flipped learning as a teaching approach in an introductory economics course. We investigated the effectiveness of 40 pre-lecture videos covering basic concepts and 27 post-lecture tutorial videos focusing on practice in improving students' exam outcomes, especially for beginners in economics who may require more support from instructors than other students. We collected data about video engagement and students' grades in progress assessments. Surveys were conducted to …

Deploying Chatbots To Build Students' Critical Thinking Skills: Leveraging Generative Ai Effectively And Purposefully In Higher Education, Sun Sun Lim, Tamas Makany

Research Collection College of Integrative Studies

No abstract provided.

Introducing Business School Research And Positive Impact, Howard Thomas

Research Collection Lee Kong Chian School Of Business

Typically, there are three main priorities, and dimensions, which interact with each other as business schools frame their visions and missions of enhancing management knowledge and producing distinctive management theories and insights. First, the processes of knowledge generation and development to produce high quality, often multi-disciplinary research outputs involving academic faculty, doctoral students and ‘tri-sector’ participants. Second, knowledge dissemination in teaching and learning activities enabling the growth of quality education at undergraduate and postgraduate levels and thus contributing to student intellectual growth and societal socio-economic development and advancement. Third, knowledge transfer through ‘tri-sector’ collaboration, engagement and practice enhancements that is …

Conceptthread: Visualizing Threaded Concepts In Mooc Videos, Zhiguang Zhou, Li Ye, Lihong Cai, Lei Wang, Yigang Wang, Yongheng Wang, Wei Chen, Yong Wang

Research Collection School Of Computing and Information Systems

Massive Open Online Courses (MOOCs) platforms are becoming increasingly popular in recent years. Online learners need to watch the whole course video on MOOC platforms to learn the underlying new knowledge, which is often tedious and time-consuming due to the lack of a quick overview of the covered knowledge and their structures. In this paper, we propose ConceptThread , a visual analytics approach to effectively show the concepts and the relations among them to facilitate effective online learning. Specifically, given that the majority of MOOC videos contain slides, we first leverage video processing and speech analysis techniques, including shot recognition, …

Using Team Rewards And Individual Assessment To Incentivize Collaboration In Team Projects, Prasart Jongjaroenkamol

Research Collection School Of Accountancy

Team projects are commonly used in higher education across different disciplines to promote cooperation among students. However, achieving this objective can be challenging. To address this issue, educators have explored various strategies, such as implementing peer evaluation or having periodic consultations with teams. In this paper, I present a novel approach to team assessment that combines team rewards with individual assessment. In this assessment, each team member independently takes a quiz, and the team's score is determined by the average performance of its members. Consequently, the team reward becomes intricately tied to the individual learning outcomes of all team members. …

How Helpful Do Novice Programmers Find The Feedback Of An Automated Repair Tool?, Oka Kurniawan, Christopher M. Poskitt, Ismam Al Hoque, Norman Tiong Seng Lee, Cyrille Jégourel, Nachamma Sockalingam

Research Collection School Of Computing and Information Systems

Immediate feedback has been shown to improve student learning. In programming courses, immediate, automated feedback is typically provided in the form of pre-defined test cases run by a submission platform. While these are excellent for highlighting the presence of logical errors, they do not provide novice programmers enough scaffolding to help them identify where an error is or how to fix it. To address this, several tools have been developed that provide richer feedback in the form of program repairs. Studies of such tools, however, tend to focus more on whether correct repairs can be generated, rather than how novices …

Designing An Overseas Experiential Course In Data Science, Hua Leong Fwa, Graham Ng

Research Collection School Of Computing and Information Systems

Unprecedented demand for data science professionals in the industry has led to many educational institutions launching new data science courses. It is however imperative that students of data science programmes learn through execution of real-world, authentic projects on top of acquiring foundational knowledge on the basics of data science. In the process of working on authentic, real-world projects, students not only create new knowledge but also learn to solve open, sophisticated, and ill-structured problems in an inter-disciplinary fashion. In this paper, we detailed our approach to design a data science curriculum premised on learners solving authentic data science problems sourced …

Exploring Students' Adoption Of Chatgpt As A Mentor For Undergraduate Computing Projects: Pls-Sem Analysis, Gottipati Swapna, Kyong Jin Shim, Shankararaman, Venky

Research Collection School Of Computing and Information Systems

As computing projects increasingly become a core component of undergraduate courses, effective mentorship is crucial for supporting students' learning and development. Our study examines the adoption of ChatGPT as a mentor for undergraduate computing projects. It explores the impact of ChatGPT mentorship, specifically, skills development, and mentor responsiveness, i.e., ChatGPT's responsiveness to students' needs and requests. We utilize PLS-SEM to investigate the interrelationships between different factors and develop a model that captures their contribution to the effectiveness of ChatGPT as a mentor. The findings suggest that mentor responsiveness and technical/design support are key factors for the adoption of AI tools …

Leading By Example And Giving Back To Society, N.R. Narayana Murthy, Havovi Joshi

Asian Management Insights

N.R. Narayana Murthy, the founder and former Chairman of Infosys, a global provider of next-generation digital services and consulting, speaks with Havovi Joshi about the Indian growth story.

Exploring The Operationalization Of Market Sensing In A Higher Education Organization, Ashish Bhardwaj

Dissertations and Theses Collection (Open Access)

Market sensing is a dynamic capability of an organization that enables management to understand the market environment and develop strategic plans that best position the organization to continue to be relevant to the marketplace and sustain an advantaged competitive position. Extant research has explored the difference between ordinary and dynamic capabilities and proposed the role of dynamic capabilities as enabling the configuration and reconfiguration of the organization’s assets in response to or in anticipation of a rapidly evolving market environment, to maintain competitive advantage.

Market sensing dynamic capability has been hypothesized to consist of three key organizational processes – sensing, …

University‐Industry Collaboration In Project‐Based Learning: Perspective And Motivation Of Industry Partners, Gary Pan, Poh Sun Seow, Shankararaman, Venky, Kevin Koh

Research Collection School Of Accountancy

Extant research has examined the essence of university-industry partnership from the university’s perspective. However, little is known about managing such partnership from an industry partner’s perspective. Understanding industry partner’s perspective is important as it may help the university to better manage the collaboration process, while keeping the focus on providing students with a positive project-based learning (PBL) experience. This study surveyed 33 industry partners to examine university-industry partnerships in a PBL setting from an industry partner’s perspective. The results show that project output needs to cater to the actual need, requirement, and expectation of the industry partner. Also, there must …

Transferable Curricula Through Difficulty Conditioned Generators, Sidney Tio, Pradeep Varakantham

Research Collection School Of Computing and Information Systems

Advancements in reinforcement learning (RL) have demonstrated superhuman performance in complex tasks such as Starcraft, Go, Chess etc. However, knowledge transfer from Artificial "Experts" to humans remain a significant challenge. A promising avenue for such transfer would be the use of curricula. Recent methods in curricula generation focuses on training RL agents efficiently, yet such methods rely on surrogate measures to track student progress, and are not suited for training robots in the real world (or more ambitiously humans). In this paper, we introduce a method named Parameterized Environment Response Model (PERM) that shows promising results in training RL agents …

Perspectives On The Impact, Mission And Purpose Of The Business School, Howard Thomas

Research Collection Lee Kong Chian School Of Business

The business school has been an important success story in the evolution of the modern university. The concept of how the impact, mission, purpose, and value of a management school should be formulated is often delegated to the dean, faculty and advisory committees in most schools. The British Academy has contributed significantly to the emerging debate on the purpose of a business school by both examining the concept of a purposeful business school in business and management education and, more recently, investigating what, and how, business schools should teach, grow and develop. Greater attention has been directed towards developing more …

Business Schools Should Be Schools Of Management: An Evolutionary Perspective, Kai Peters, Howard Thomas

Research Collection Lee Kong Chian School Of Business

This chapter looks at the original driving forces which led to the creation of institutions, particularly in the US, including the vision of their founders which would support our perspective in favour of schools of management. It looks at the years following the Second World War and how the Ford and Carnegie ‘Foundation Reports’ as well as the Cold War led to further evolution away from a school of management to a business school mission. The chapter looks at the period roughly from 1970 to 2000 during which US business school funding, which had been largely provided by the foundations, …

Proactive Conversational Agents In The Post-Chatgpt World, Lizi Liao, Grace Hui Yang, Chirag Shah

Research Collection School Of Computing and Information Systems

ChatGPT and similar large language model (LLM) based conversational agents have brought shock waves to the research world. Although astonished by their human-like performance, we find they share a significant weakness with many other existing conversational agents in that they all take a passive approach in responding to user queries. This limits their capacity to understand the users and the task better and to offer recommendations based on a broader context than a given conversation. Proactiveness is still missing in these agents, including their ability to initiate a conversation, shift topics, or offer recommendations that take into account a more …

Measuring The Learning Effectiveness Of Two Courses In A Program In Accounting Data And Analytics, Clarence Goh, Duan Ning, Magdeleine Lew, Gary Pan, Poh Sun Seow

Research Collection School Of Accountancy

Driven by rapid technological innovation, information technology (IT) is expected to significantly alter the way that accountants work. However, both accounting researchers and practitioners have observed a shortage of accounting professionals who currently possess the relevant technology skillsets to exploit technological advances. In response, the School of Accountancy of a Singapore-based university launched a second major program in Accounting Data and Analytics in 2018. In this study, we examine the learning effectiveness of two courses – Business Data Management and Data Modelling & Visualization – offered as part of the program. Overall, our results suggest that the courses are effective …

A Salutogenic Approach To Wellbeing: The Smu Resilience Framework, Paulin Tay Straughan, Alvin Sim

Research Collection School of Social Sciences

Research has shown the inextricable relationship between resilience and wellbeing – resilience not only reduces mental ill-being; it actually enhances positive mental health. Resilience has been shown to be positively correlated with positive indicators of mental health, such as life satisfaction, subjective well-being, and positive emotions. As such, resilience can be conceptualised as both a protective and preventive factor that is associated with healthy development and psychosocial stress resistance. Departing from the dominant pathogenesis approach, the Singapore Management University (SMU) has adopted salutogenesis in its whole-of-university approach to health and wellbeing promotion. Through the operationalisation of the SMU Resilience Framework, …

Perspectives On The Impact, Mission And Purpose Of The Business School, Eric Cornuel, Howard Thomas, Matthew Wood

Research Collection Lee Kong Chian School Of Business

This book explores the impact and purpose of the business school, and addresses some of the most important questions facing management education today. The diverse perspectives brought together by the EFMD in this volume examine a number of common questions, themes and challenges. These include: whether business schools should be viewed as schools of management, given the complexity of the business environment; what is the positive impact of business school research, and the balance of relevant, practical impact and academic rigour; the strategic evolution of business schools and how they may evolve in a more purposeful direction; and why business …

Singapore Management University (Smu): Tracking The Strategy Evolution Of A Start-Up University, Michelle P. Lee, Howard Thomas, Alex Wilson

Research Collection Lee Kong Chian School Of Business

The year 2020 marked the 20th anniversary of the Singapore Management University (SMU). SMU exists in an ecosystem for higher education that is quite unlike what one might find in other parts of the world. The supportive and stable environment the Singapore government provided in terms of its funding and policies meant a more predictable environment within which a university can make long-range planning. Singapore's development since its independence in 1965 has been undergirded by the belief that a strong educational system is the backbone of the country's economic development. The Era of Evolution is a story of both implementation …

Teaching In The Right Context: Textbook Supply Program, Language, And Vocabulary Ability In Vietnam, Tomoki Fujii, Maki Nakajima, Sijia Xu

Research Collection School Of Economics

An ethnic gap in education is prevalent around the world. This remains the case in Vietnam, a country that has achieved phenomenal economic growth and raised the educational attainment of the public. This paper examines the impact of language policy reorientation represented by the textbook supply program in Vietnam on the ethnic gap in children's learning measured by a vocabulary test. Applying difference-in-differences estimation to the Young Lives data between 2006 and 2015, we show that the program became more effective in narrowing the ethnic gap as the education policy became reoriented toward ethnic minority children. A causal mediation analysis …

Assessing The Effectiveness Of A Chatbot Workshop As Experiential Teaching And Learning Tool To Engage Undergraduate Students, Kyong Jin Shim, Thomas Menkhoff, Ying Qian Teo, Clement Shi Qi Ong

Research Collection School Of Computing and Information Systems

In this paper, we empirically examine and assess the effectiveness of a chatbot workshop as experiential teaching and learning tool to engage undergraduate students enrolled in an elective course “Doing Business with A.I.” in the Lee Kong Chian School of Business (LKCSB) at Singapore Management University. The chatbot workshop provides non-STEM students with an opportunity to acquire basic skills to build a chatbot prototype using the ‘Dialogflow’ program. The workshop and the experiential learning activity are designed to impart conversation and user-centric design know how and know why to students. A key didactical aspect which informs the design and flow …

Investigating Collaborative Problem Solving Temporal Dynamics Using Interactions Within A Digital Whiteboard, Hua Leong Fwa

Research Collection School Of Computing and Information Systems

Collaborative Problem Solving, the resolution of complex problems with the collaboration of multiple peoplepooling their knowledge, skills and effort is postulated as an essential 21st century skills for the futureworkforce. Collaborative Problem Solving has been embraced in schools where both online and face-to-face collaboration are afforded through the proliferation of educational technology tools. Assessing the amount of collaboration that has taken place among the students has however been challenging. In this research, we seek to identify the collaboration patterns of our students by mining the temporal sequence of their actions logs captured within a digital whiteboard tool. With the use …

The Unintended Consequences Of International Student Shortage: Evidence From A Policy Reform In South Korea, Syngjoo Choi, Chung-Yoon Choi, Kim, Jongkwan Lee

Research Collection School Of Economics

We study the role of international students in the higher education sector and the local economy by exploiting a policy reform in South Korea that significantly restricted the admission of foreign students to local universities. By comparing the pre- and post-reform differences between universities with different pre-reform shares of international student enrollment, we find limiting the inflow of international students significantly worsened the financial outcomes of local universities. We also document that a reduction in the number of international students in local areas resulted in decreases in native employment, mainly in sectors such as agriculture and business support services, suggesting …

Engaging Students Through Conversational Chatbots And Digital Content: A Climate Action Perspective., Thomas Menkhoff, Benjamin Gan

Research Collection Lee Kong Chian School Of Business

In this case study, we report experiences deploying a conversational chatbot as a pre-class and post-class engagement tool for undergraduate students enrolled in sustainability-related courses aimed at educating them about the severity of climate change and the importance of climate action by offsetting one’s carbon footprint (e.g, by planting trees or mangroves in SEA). The intitiative supports the university’s sustainability efforts in general and our new sustainability major in particular aimed at helping students to achieve sustainability-related learning outcomes with reference to climate change and climate action (SDG 13), one of the 17 Sustainable Development Goals established by the United …

The Role Of Argumentation On High- And Low-Creative Performing Groups: A Structuration Analysis Of Undergraduate Students’ Group Discussion, Ingrid P. Hernandez Sibo, David A. Gomez Celis, Shyhnan Liou, Brandon Koh, Angela K. Y. Leung

Research Collection School of Social Sciences

Communication is essential for group creativity, and involves cognitive and social processes. However, research rarely investigates how these two processes unfold from a communication perspective, and its consequences on group creative performance. This study adopted the structuration theory as a framework that is capable of integrating both approaches in the study of in-group communication. In particular, we employed a structuration view to examine group argument; a social practice defined as both a system (argumentative patterns of interactive behaviors) and a structure (rules and resources undergirding the system). By applying the Conversational Argument Coding Scheme (CACS) and Lag Sequential Analysis (LSA) …

School Committee Composition: Exploring The Role Of Parental And Female Representation In India, Panchali Guha

Research Collection Lee Kong Chian School Of Business

Motivation: The adoption of school-based management (SBM) reforms has led to the formation of local-level school committees in many low- and middle-income countries. These committees are usually created with the stated aim of giving parents or local community members a greater say in school management. Various studies have, however, highlighted difficulties with parental and female participation, casting doubt on the extent to which greater community representation improves school management. Purpose: The article examines empirically whether greater parental and female representation in Indian school management committees (SMCs) is associated with school improvement as measured by increases in the school-level provision of …

Singapore Management University Report To Stakeholders 2022/2023, Singapore Management University

Report to Stakeholders

This year, we were delighted to welcome Mr Piyush Gupta as SMU’s second Chairman of the Board of Trustees, as well as to see the start of Professor Lily Kong’s second term as SMU President. There were a number of important senior appointments as we introduced new offices and restructured to enhance our research, partnerships, engagement, and transformation capabilities. The title of the Annual Report, “Sustainable Growth”, points to the University’s commitment to economic, social, and environmental sustainability in how we work, learn, and play as an Engaged City University, even as we continue to maintain growth and development. The …

Leading Business Schools, Julie Davies, Howard Thomas, Eric Cornuel, Rolf D. Cremer

Research Collection Lee Kong Chian School Of Business

Business schools are critical players in higher education, educating current and future leaders to make a difference in the world. Yet we know surprisingly little about the leaders of business schools. Leading a Business School demystifies this complex and dynamic role, offering international insights into deans’ dilemmas in different contexts and situations. It highlights the importance of deans creating challenging and supportive learning cultures to enhance business and management education, organizations and society more broadly.Written by renowned experts on the role of the dean, Julie Davies, Howard Thomas, Eric Cornuel and Rolf D. Cremer, the book traces the historical evolution …

Business School Sustainability Revisited: Sustainable No More?, Kai Peters, Howard Thomas

Research Collection Lee Kong Chian School Of Business

Kai Peters and Howard Thomas reflect on their 2011 Global Focus article, “A Sustainable Model for Business Schools”, and 2018 book, “Rethinking the Business Model of Business Schools”, and update the thoughts and developments since then.

Public Policy Education In India: Promises And Pitfalls Of An Emerging Disciplinary Identity, Ishani Mukherjee, Dayashankar Maurya

Research Collection School of Social Sciences

Despite the surge in global demand over the last few decades, the supply and design of public policy education has been notably concentrated within western and developed country contexts. The same era has not seen a comparable rise in public policy education and accreditation emerging from developing countries that are still unable to fully meet the existing domestic needs for these skills. In India, core public policy education is in its emerging, albeit promising stages. Drawing on several rounds of discussions with academic and administrative Heads of the Department for public policy in tertiary education institutes of India, this paper …