12 Jun 2026
Recently, a research paper by Fan Liu, Tony So and Syed Abbas entitled “Boundary conditions for the flipped classroom: Evidence from statistical programming” has been published in The International Journal of Management Education.
Delivering student-centred education lies at the heart of IBSS’s educational mission. In line with this commitment, IBSS academics continuously undertake evidence-based research to examine the effectiveness of learning and teaching practices. This newly published study investigates the boundary conditions under which the flipped classroom approach functions effectively, offering important insights for teaching and learning design in higher education.
The flipped classroom model encourages students to acquire foundational concepts through self-directed pre-class learning, followed by interactive, instructor-led sessions to consolidate and apply knowledge. Over the past 15 years, this approach has been widely adopted and validated, with extensive research demonstrating its positive impact on student engagement, learning motivation, academic performance, and the development of higher-order cognitive skills including application, analysis, evaluation, and creation.
Despite its general success and widespread adoption, the research team raises a fundamental question: does the flipped classroom work equally well across all educational contexts?
The study concludes that the flipped classroom is not universally effective. By applying the model to a statistical programming course — a subject that poses significant challenges for independent learning with limited guidance — the authors found that students in the flipped classroom performed worse than those receiving traditional instructor-led teaching. More strikingly, the research revealed a counter-intuitive pattern: the more time students spend on self-study in a flipped classroom setting, the poorer their academic outcomes become, challenging the common expectation that increased study time leads to better learning results.
The underlying reason is that, in the absence of timely instructor feedback, students studying independently in the flipped classroom are prone to develop misconceptions. As they invest more time in learning, these misunderstandings can become deeply ingrained, making them more difficult to correct during subsequent in-class sessions. The findings suggest that the flipped classroom works optimally for relatively straightforward topics where students can achieve effective self-learning, rather than for highly complex and technically demanding subjects such as programming.
Beyond the specific case of the flipped classroom, the study carries a broader pedagogical implication: there are no universally applicable principles for learning and teaching. Claims that any one method can be applied across all contexts oversimplify the complexity of education. Students have diverse learning preferences and study habits, while academic courses vary significantly in content and difficulty.
Therefore, educators should carefully consider the nature of the subject, the inherent learning challenges, and the and the specific needs of the students, and adopt targeted teaching methods and tools that best suit specific teaching scenarios. This research contributes to more rational, student-oriented teaching design and supports the continuous optimisation of educational practice in business schools and beyond.
Syed Abbas received his PhD in Economics from Deakin University and a Graduate Certificate in Tertiary Teaching from the University of Melbourne. He served as Deputy Head of the Department of Economics from 2021 to 2024 at Xi'an Jiaotong-Liverpool University. He has also served as the Programme Director of the MSc Economics and Finance Programme from 2019 to 2021 and as the Final Year Project Coordinator at IBSS from 2018 to 2019.
Prior to joining IBSS in September 2017, he taught at Deakin University and Box Hill Institute in Australia. His research focuses on macroeconomics and applied econometrics, with publications in leading journals including Energy Economics (ABDC:A*), Empirical Economics (ABDC:A), Applied Economics (ABDC:A), International Review of Economics and Finance (ABDC:A), Economic Modelling (ABDC:A), The B.E. Journal of Macroeconomics (ABDC:A), Economic Record (ABDC:A), and Energy Journal (ABDC:A). He is currently working on topics including inflation targeting policy, commodity prices, asymmetric monetary policy, globalisation, pass-through and smooth transition models, and welcomes applications from prospective research students in these areas.
Dr Fan Liu is an Assistant Professor in Economics at International Business School Suzhou (IBSS), Xi’an Jiaotong-Liverpool University (XJTLU). She obtained her PhD in Economics from the University of Iowa. Her research focuses on financial inclusion and resilience, financial intermediation, innovation and fintech, macroeconomics, small business entrepreneurship, household finance, and gender. Dr Liu has published in leading research journals including Economic Theory (SSCI, ABS3, ABDC A*), Journal of Economic Behavior Organization (SSCI, ABS3, ABDC A*), Emerging Markets Review (SSCI, ABDC A, JCR Q1 IF 5.6), Finance Research Letters (SSCI, ABDC A, JCR Q1 IF 7.4) and Empirical Economics (SSCI, ABDC A). Dr Liu is currently an Editorial Board Member of Springer Nature Humanities & Social Sciences Communications, a SSCI-indexed CAS Q1 journal.
Dr Liu's teaching covers a broad range of modules in Economics and Finance. She has received teaching awards from both the University of Iowa and XJTLU. She is also a Fellow of the Higher Education Academy (FHEA). At XJTLU, she supervises PhD, master’s, and undergraduate dissertations and serves as the Director of Internationalisation for IBSS.
Dr Tony So graduated from the University of Auckland in 2017, specialising in behavioural and experimental economics. His research applies insights from behavioural research in economics, psychology and other fields to a wide range of real-world phenomena. He is currently the Academic Director for Accreditation at IBSS.
The International Journal of Management Education is a prestigious, peer-reviewed academic journal published by Elsevier, indexed in both SCIE and SSCI, with a current impact factor of 5.8. As a leading global forum for scholarship in management education and educational psychology, it publishes high-quality, rigorous research on teaching and learning innovation, curriculum design, student engagement, and educational technology in business and management disciplines. The journal is widely recognised for its academic excellence and international influence in the fields of management education and higher education research.
By Linlin Xie
Edited by Thomas Durham
12 Jun 2026