NIE NTU Paper Presentation at AERA

Virtual Posters

Paper Title: Enhancing Novice Programming Education with an AI-Augmented Learning Tool

Date and Time:23 April 2025 to 27 April 2025, 8:00am to 3:00pm
Venue:
Virtual Posters Exhibit Hall, Virtual Poster Hall
Title:Division C - Section 1e: Engineering and Computer Science Virtual Poster Session
Presentation Type:iPresentation Only
Presenter's Name:
Kenneth Y.T. Lim, National Institute of Education - Nanyang Technological University (Presenting Author)
Jing Qiang Toh, Nanyang Technological University (Presenting Author)
Ahmed Hazyl Hilmy, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:This study explores the development and implementation of an AI-augmented coding assistance tool designed for novice programmers. The tool’s impact on learning, problem-solving, and motivation in introductory programming courses was investigated using a mixed-methods approach. The study, grounded in Vygotsky's Zone of Proximal Development theory, cognitive load theory, and self-efficacy theory, was piloted with post-secondary and tertiary students from diverse educational contexts. Findings indicate that the AI tool effectively addressed common programming challenges, reduced cognitive load, and enhanced students' self-efficacy. The tool showed potential for promoting equity in computer science education. This research contributes to understanding how AI can enhance computer science education, particularly for beginners, and has implications for educational practice and policy.

Paper Title: Approaching Environmental Education With Campus-Wide Environmental Sensors in Schools: A Case Study From Singapore

Date and Time:23 April 2025 to 27 April 2025, 8:00am to 3:00pm
Venue:
Virtual Posters Exhibit Hall, Virtual Poster Hall
Session Title:SIG-Environmental Education Virtual Poster Session
Presentation Type:iPresentation Only
Presenter's Name:
Kenneth Y.T. Lim, National Institute of Education - Nanyang Technological University (Presenting Author)
Ahmed Hazyl Hilmy, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Ming De Yuen, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:This study investigates the impact of integrating low-cost, open-source environmental sensors into geography education for academically lower-performing students in Singapore secondary schools. Using mixed methods from 2020-2024, we examine how technology-enhanced, hands-on learning affects students' critical thinking, inventive reasoning, and self-efficacy. Findings reveal significant improvements in learning approaches, engagement, and self-efficacy. Using everyday environments as learning canvases enabled students to connect their intuitive understandings of their school campus with geographical concepts and improve their data literacy. The paper discusses implications for curriculum design and educational policy, emphasizing strategies to promote equity through technology integration. Recommendations aim to enhance learning outcomes and address achievement gaps, contributing to broader goals of social justice in education.

Paper Title: How do we make the research process transparent? - Exploring the pathway from resource to reasoning

Date and Time:23 April 2025 to 27 April 2025, 8:00am to 3:00pm
Venue:
Virtual Posters Exhibit Hall, Virtual Poster Hall
Session Title:SIG-Qualitative Research Virtual Poster Session
Presentation Type:iPresentation Only
Presenter's Name:
Fatema Anis Hussain, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:This paper critically examines the research process of a design-based research study in Singapore, unpacking key design, ethical and pragmatic issues. The research investigated primary students’ feedback practices and classroom participants’ beliefs, which involved a teacher-researcher collaborative intervention with design principles guiding the classroom iterations. Key findings include the need to maintain and sustain a positive working relationship with teachers; considering teachers’ buy-in, workload and time constraints; providing space for teachers to (re)consider their teaching decisions and sustaining teacher participation. Importantly, the study elucidates the usefulness of exploring the pathway from resources to the reasoning of research participants, yielding insights not easily captured by empirical data. The study foregrounds more space for examining research findings in light of the research process.

Paper Title: Illuminating Preservice Elementary Teachers’ (PSTs’) Perceived Classroom Applications of Artificial Intelligence (AI)

Date and Time:23 April 2025 to 27 April 2025, 8:00am to 3:00pm
Venue:
Virtual Posters Exhibit Hall, Virtual Poster Hall
Session Title:SIG-Computer and Internet Application in Education Virtual Poster Session
Presentation Type:iPresentation Only
Presenter's Name:
Ibrahim H. Yeter, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:This study explores preservice elementary teachers’ (PSTs’) perceptions of artificial intelligence (AI) and its potential classroom usage through the lens of Technological Pedagogical Content Knowledge (AI-TPACK). This research was performed at a small northeast teaching college with 84 PSTs enrolled in two integrated science methods and foundations courses. Data were collected via surveys and reflections. Findings unearthed a mixture of perceived benefits and concerns, with PSTs articulating discrete considerations and challenges. This work emphasizes the need for contextualized AI-TPACK knowledge in teacher education toward fostering PSTs’ AI literacy and future classroom enactment.

23 April 2025, Wednesday

Paper Title: Emotion Recognition and Academic Achievement among Singaporean Children

Date and Time:23 April 2025, 10:50am to 12.20pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 4
Title:Diverse Primary School Perspectives: Educator and Student SEL
Presentation Type:Roundtable Session
Presenter's Name:
Yang Yang, National Institute of Education - Nanyang Technological University (Presenting Author)
Kelly Adelia, Nanyang Technological University - National Institute of Education (Non-Presenting Author)
Yue Yu, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Understanding one’s own or other’s emotions is a fundamental skill in children’s lives. Studies in Western cultures have shown that children’s emotion understanding predicts their social competence, academic achievement, and psychological wellbeing. However, little is known regarding the development of Singaporean children’s emotion understanding and its relations to their developmental outcomes. This study examined Singaporean children’s emotion understanding and its relations to academic achievement. A total of 122 Singaporean children (61 girls) aged between 4-9 years old (M = 6.91, SD = 1.75) participated. The results revealed positive correlations between emotion recognition and children’s early reading skills and alphabetical writing. However, the relations differ between boys and girls, as well as between older and younger children.

Paper Title: Enacticipation Graph: A Tool for Visualizing Learner Agency

Date and Time:23 April 2025, 10:50am to 12.20pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 4
Title:Interrogating the Social Contexts of Collaboration, Citizenship, and BiCulturalism
Presentation Type:Roundtable Session
Presenter's Name:
Min Lee, National Institute of Education - Nanyang Technological University (Presenting Author)
Victor Chen, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Existing conceptualizations of learner agency (LA) emphasize the importance of examining it in relation to structures. However, current methodologies often fall short of capturing this relationship. This paper proposes the Enacticipation Graph as an analytical tool to visualize the interactions of LA and structure. By representing structure as emerging from multi-agent interactions, the graph illustrates how enacted actions create immediate enablements and constraints on LA, and how LA is exercised to influence others’ actions. The graph also shows how the alignment or misalignment of enacted and anticipated actions leads to subsequent actions. Through an example, we demonstrate how the graph reveals the interaction between LA and structure, and accounts for subtle agentic enactments often overlooked by existing approaches.

Paper Title: Asia Pacific Journal of Education

Date and Time:23 April 2025, 2:30pm to 4.00pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Mile High Ballroom 2A and 3A
Title:Meet the Editors: Journal Talks 1
Presentation Type:Invited Roundtable
Presenter's Name:
Dennis Kwek, National Institute of Education - Nanyang Technological University (Editor)
Wong Hwei Ming, National Institute of Education - Nanyang Technological University (Book Review Editor)

Paper Title: Research Directions in Educational Semiotics

Date and Time:23 April 2025, 2:30pm to 4.00pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 113
Title:Toward Just Educational Renewal Through Educational Semiotics
Presentation Type:Symposium
Presenter's Name:
Fei Victor Lim, National Institute of Education - Nanyang Technological University (Chair, Discussant, Presenting Author)
Paper Description:In this final presentation, I highlight the key contributions made by the other presenters in this session and reflect on how the individual work done across learning contexts in educational semiotics have collectively advanced the call of the conference towards just educational renewal. Building on the foundations laid, I discuss the future research directions in educational semiotics in relations to multimodality for learning, multimodality as learning and multimodality in learning (Lim, 2024). The research direction of multimodality for learning focuses on deepening the understanding of how multimodality can support students’ learning of language and content and strengthening the empirical basis of this work. This line of inquiry delves into how the strategic use of multimodal resources caters to diverse learners, particularly students with high needs, in their language development. Additionally, it encourages research that unpacks the privileged ways in which meaning is constructed multimodally across various disciplines. This builds upon existing knowledge of pedagogical practices for integrating multimodal resources within subject-specific content learning. The research direction in multimodality as learning focuses on advancing the recognition that literacy is more than just language learning. This involves the development of robust arguments, grounded in empirical evidence, to advocate for policy and curricular reforms that expand the definition of literacy within global educational frameworks. Such reforms should encompass the systematic articulation of knowledge and skills related to multimodal literacy within the curriculum, presented in an age-appropriate manner across primary and secondary education, and adaptable to diverse cultural contexts. Another crucial research direction lies in acknowledging and valuing the multimodal literacy practices students bring from their lived experiences. This aligns with the exploration of promoting multimodal pedagogies, where educators intentionally create opportunities for students' multimodal meaning-making within the classroom. The research direction in multimodality in learning focuses on building up teachers’ multimodal pedagogies through studies to develop deeper understanding of embodied teaching as well as practice-oriented research in teachers’ professional learning. This objective is pursued through research that deepens our understanding of embodied teaching practices alongside practice-oriented research focused on teacher professional learning. Specifically, further exploration of teachers' embodied teaching offers valuable insights into how multimodal classroom orchestrations can express diverse pedagogical stances, ranging from authoritative to participatory approaches, ultimately shaping students' learning experiences. Furthermore, the field is exploring the potential of multimodal learning analytics and AI within educational settings. The presentation concludes by inviting participants to respond to these potential research directions as impetus for international collaboration and collective effort amongst researchers in educational semiotics. In so doing, we respond to the call towards just educational renewal, with the commitment to better prepare our students to be designers of their social futures.

Paper Title: What drives teacher retention? Possible pathways to remedy teacher attrition rates

Date and Time:23 April 2025, 2:30pm to 4.00pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 711
Title:Supporting, Sustaining, and Retaining Teachers in the Profession
Presentation Type:Paper Session
Presenter's Name:
Ee Ling Low, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Chun Peng Tam, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Teachers are acknowledged to play a vital role in our societies. Yet, for various reasons such as workload, job fulfilment and professional status, compensation, among others, there continues to be a global teacher shortage given low recruitment and high attrition rates. A large-scale representative survey of 4173 Singapore teachers across different career stages found teachers’ sense of fulfilment, enjoyment and pride (i.e., affective self-concept) to be the strongest correlate and predictor of retention intention. Informed by what we have learned about teacher-related variables to enhance teachers’ affective self-concept, this paper provides two possible paths to remedy, repair and improve teachers’ retention intention outcomes.

Paper Title: Toward Equity-Centered Teaching in a Centralized, Meritocratic System: A Tale from Singapore

Date and Time:23 April 2025, 4:20pm to 5.50pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:Division L - Section 3 Poster Session: Research on Curricular and Instructional Policy
Presentation Type:Poster Session
Presenter's Name:
Wen-Chia Claire Chang, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:This study examines how Singapore teachers understand and enact equity-centered teaching as they navigate the centralized education system and state-promulgated discourses on multiculturalism and meritocracy. A mixed-method study of 113 teachers’ responses to an instrument measuring equity-centered teaching and follow-up interviews with 10 teachers was used. Findings suggest that despite the common boundaries that condition teachers’ work, teachers diverge in their views of learners, pedagogies, and their reflexive orientations and agency in important ways. Further, participants’ understanding and enactment of teaching for equity diverged from the theories of equity-centered teaching, reflecting the working of dominant discourses promulgated by the strong state of Singapore. Implications for research on teaching for equity conducted outside the global North-West contexts are also discussed.

Paper Title: Toward Equity-Centered Teaching in a Centralized, Meritocratic System: A Tale from Singapore

Date and Time:23 April 2025, 4:20pm to 5.50pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F - Stage 2
Title:e-Lightening Ed-Talk Session 4
Presentation Type:AERA Ed Talk
Presenter's Name:
Wen-Chia Claire Chang, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:This study examines how Singapore teachers understand and enact equity-centered teaching as they navigate the centralized education system and state-promulgated discourses on multiculturalism and meritocracy. A mixed-method study of 113 teachers’ responses to an instrument measuring equity-centered teaching and follow-up interviews with 10 teachers was used. Findings suggest that despite the common boundaries that condition teachers’ work, teachers diverge in their views of learners, pedagogies, and their reflexive orientations and agency in important ways. Further, participants’ understanding and enactment of teaching for equity diverged from the theories of equity-centered teaching, reflecting the working of dominant discourses promulgated by the strong state of Singapore. Implications for research on teaching for equity conducted outside the global North-West contexts are also discussed.

24 April 2025, Thursday

Paper Title: Building a Future-ready and Justice-oriented Teacher Education Faculty: Transformative Practices in Singapore

Date and Time:24 April 2025, 9:50am to 11.20am
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 102
Title:Toward Just and Equitable Teacher Preparation: A Global Conversation
Presentation Type:Symposium
Presenter's Name:
Ee Ling Low, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:

Objectives
While teacher education (TE) and TE research in Singapore have made great strides in improving the provision of high-quality teachers to learners, education stakeholders cannot rest on their laurels by merely implementing new and cutting-edge practices. Beyond the requisite knowledge, skills and competencies, there needs to be a reimagination of how teachers may be better prepared and supported by expert teacher educators who envision the future and who are responsive to the present and future needs of society. This presentation describes how such a reimagination first needs a transformative shift in how we look at the continuum of education that empowers all stakeholders, from teacher educators to teachers and to learners. It focuses on developing teacher educators and on emphasizing their part in empowering education. With this empowerment, educational justice may prevail, education inequalities may be addressed, the importance of well-being may be placed at the forefront, and human flourishing, which is the purpose of education, may be restored.

Perspectives
In light of current global challenges such as war, disruptions such as the Fourth Industrial Revolution and the surge of artificial intelligence, along with crises in energy and climate, and global pandemics like Covid-19, the world requires global remedy and restoration. Teacher education and teacher education faculty have to possess mindsets and dispositions of future-readiness in order to provide meaningful, relevant and empowering teacher education programmes to equip teachers and, in turn, learners for unknown futures.

Methods
This presentation draws from literature of future-readiness and Singapore organizational documents that were collated and analyzed to inform this presentation. Singapore is a tiny island, city, nation, state and country whose educational achievements have been admired internationally. All teachers are prepared at the pre-service level at the nation’s sole teacher preparation institute, the National Institute of Education, housed within Nanyang Technological University.

Findings
From the research literature and desktop analysis of organizational documents, a remapping of education as a continuum, that is, teacher educators to teachers to learners, was deemed to be urgent. This paradigm shift allows us to see education as a whole where each part of the continuum is needed to take care of and develop teachers. When all parts are well cared for, the whole continuum is able to flourish. The findings are applied to the Singapore context and presented as a case study for consideration.

Significance
This presentation argues the need for teacher education faculty that are future-ready. It is only with such faculty that teacher education programmes may be re-designed to produce learners who are resilient, values-anchored, and seen learning as a lifelong endeavor. This presentation presents the case of ongoing faculty development efforts in Singapore’s national teacher education institute that aims to nurture teacher educators who are champions of justice, exemplars of lifelong learning mindsets, designers of innovative and engaging learning spaces, and inspirational mentors. Such TE faculty can help nurture future-ready teachers who can help repair and remediate our societies and build a generation of learners ready to face and flourish in a complex and unpredictable future.


Paper Title: Re-thinking Human Flourishing: Purpose, Values, Virtues and Social Emotional Well-being

Date and Time:24 April 2025, 1:45pm to 3.15pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 108
Title:Education for Human Flourishing: Perspectives Across Cultures and Disciplines
Presentation Type:Symposium
Presenter's Name:
Oon Seng Tan, National Institute of Education - Nanyang Technological University (Presenting Author)
Ee Ling Low, National Institute of Education - Nanyang Technological University (Chair)
Paper Description:This presentation highlights the need to re-think the aims of education and envision human flourishing from the perspective of human intentionality and purposefulness, values-driven education, virtues anchoring and social emotional well-being and learning. Sharing from the experience of the Singapore Centre for Character and Citizenship Education (SCCCE), the presentation will also discuss a pragmatic meta-framework for flourishing education.

Paper Title: Bibliometric Analyses of the Literature Related to Character and Citizenship Education (CCE)

Date and Time:24 April 2025, 5.25pm to 6.55pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:Recent Systematic Reviews and Meta-Analyses on Educational Issues and Methods
Presentation Type:Symposium
Presenter's Name:
Yue Yu, National Institute of Education - Nanyang Technological University (Presenting Author)
Suzanne S. Choo, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
May Gay Ng, Singapore National Institute of Education (Non-Presenting Author)
Jallene Chua Jia, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Shao Jun Nicole Liaw, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Oon Seng Tan, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Character and Citizenship Education (CCE) offers an integrated approach to nurturing students' values, character, social-emotional competencies, well-being, and citizenship dispositions. This study aims to enhance the theoretical foundation of CCE by conducting four bibliometric analyses of publications in the field. Findings reveal that research in CCE is influenced by a common set of predominantly Western intellectual traditions in psychology, philosophy, pedagogy, and participatory citizenship. Moreover, research in CCE has experienced exponential growth in recent years and is adapting to current global challenges. In summary, the findings from the bibliometric reviews support a holistic approach to studying CCE as a research field, incorporating the subfields of character education, socio-emotional learning (SEL), and citizenship education.

Paper Title: From early childhood to adolescence--Does early self-regulation predict secondary school adjustment via adaptability?

Date and Time:24 April 2025, 5.25pm to 6.55pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 711
Title:Factors Contributing to School Belonging and Adjustment in Ethnically Diverse Schools
Presentation Type:Paper Session
Presenter's Name:
Kiat Hui Khng, National Institute of Education - Nanyang Technological University (Presenting Author)
Shawn Thong Sheng Lim, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Fang Rui Ashley Chua, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Monika Balaya, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Kenneth Poon, Nanyang Technological University - National Institute of Education (Non-Presenting Author)
Paper Description:This paper examines the role of executive functions (EF) and self-regulation (SR) for adaption during an important transition in child to adolescent development—transiting from primary to secondary school—by examining whether EF/SR in primary school predicts adjustment to secondary school via adaptability. At the same time, it seeks to contribute to current understanding on longitudinal influences of different facets of early EF/SR on later EF/SR and outcomes. Longitudinal data from start of primary school, end of primary school and first year of secondary is examined using path analysis and multiple facets of EF/SR. In partial alignment with expectations, we found EF/SR in late primary school predicted school adjustment indirectly via higher adaptability, but only for students’ self-reported EF/SR difficulties.

Paper Title: Bibliometric Analyses of the Literature Related to Character and Citizenship Education (CCE)

Date and Time:24 April 2025, 5.25pm to 6.55pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F - Stage 2
Title:e-Lightening Ed-Talk Session 9
Presentation Type:AERA Ed Talk
Presenter's Name:
Yue Yu, National Institute of Education - Nanyang Technological University (Presenting Author)
Suzanne S. Choo, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
May Gay Ng, Singapore National Institute of Education (Non-Presenting Author)
Jallene Chua Jia, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Shao Jun Nicole Liaw, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Oon Seng Tan, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Character and Citizenship Education (CCE) offers an integrated approach to nurturing students' values, character, social-emotional competencies, well-being, and citizenship dispositions. This study aims to enhance the theoretical foundation of CCE by conducting four bibliometric analyses of publications in the field. Findings reveal that research in CCE is influenced by a common set of predominantly Western intellectual traditions in psychology, philosophy, pedagogy, and participatory citizenship. Moreover, research in CCE has experienced exponential growth in recent years and is adapting to current global challenges. In summary, the findings from the bibliometric reviews support a holistic approach to studying CCE as a research field, incorporating the subfields of character education, socio-emotional learning (SEL), and citizenship education.

25 April 2025, Friday

Paper Title: Exploring Links Between Feedback, Emotions, and Behavioral Engagement in Secondary School Singaporean Students

Date and Time:25 April 2025, 8:00am to 9.30am
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:Feedback, Teacher Support, and Instructional Approaches
Presentation Type:Poster Session
Presenter's Name:
Hui Yong Tay, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:

The study examined the longitudinal relationships among emotions, appraisals, and behavioral engagement with feedback in 314 Singaporean secondary students. Over four waves, emotions, evaluations, and receptivity to feedback were assessed after writing assignments. Repeated Measures ANOVA showed variations in enjoyment, pride, excitement, anxiety, and shame but no significant differences in behavioral engagement or overall positive and negative affect. Latent growth models revealed a decrease in enjoyment, pride, hope, and excitement, while anxiety and shame varied by initial levels. Gender differences and changes in feedback receptivity were noted. Cross-lagged panel analysis indicated high stability in the reciprocal influence of emotions and engagement over time. Findings highlight the links among emotions, appraisals, and engagement with feedback.


Paper Title: Problem-based Learning and Technology: Impact on Preservice Teachers’ Motivational Orientations

Date and Time:25 April 2025, 9.50am to 11.20am
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 102
Title:Enhancing Teacher and Student Outcomes Through Problem-Based Approaches
Presentation Type:Paper Session
Presenter's Name:
Bee Leng Chua, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:Problem-based learning (PBL) is a pedagogical innovation that requires students to be engaged in solving real-world problems. Through solving authentic problems, students not only acquired content knowledge but also 21st century competencies required for problem-solving. After the COVID-19 pandemic, there has been a pervasive use of online learning environments for teaching and learning. Thus, the synergy of PBL and technology warrants attention to develop a more engaging and relevant learning experience for our learners. The focus of this study is to examine the predictive relationships of PBL on preservice teachers’ motivational orientations. This understanding will inform teacher educators on the refinements of face-to-face PBL and ePBL practices to develop their students’ motivational orientations during their initial teacher preparation programme.

Paper Title: Outside School ICT-based Learning and Science Performance: The Mediating Role of Motivation and Epistemological Beliefs

Date and Time:25 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:STEM Teaching and Learning
Presentation Type:Poster Session
Presenter's Name:
Feng Xiong, National Institute of Education - Nanyang Technological University (Presenting Author)
Youyan Nie, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Ai Noi Lee, Singapore National Institute of Education (Non-Presenting Author)
Paper Description:This study utilized 2015 PISA data from the UK and Hong Kong to examine the relations between outside school ICT-based learning and science performance through a mediation model. Three key findings were identified: 1) ICT-based learning had negative total effects on science performance in the UK but non-significant effects in Hong Kong; 2) Positive indirect effects through self-efficacy, enjoyment, and interest were consistent, while no indirect effects were observed through utility value. Positive indirect effects through epistemological beliefs were found in Hong Kong but not in the UK; 3) ICT-based learning showed negative unexplained (i.e., direct) effects on science performance, indicating unidentified negative mediators across sample countries/regions. Future research should explore these mediators to develop targeted interventions.

Paper Title: Outside School ICT-based Learning and Science Performance: The Mediating Role of Motivation and Epistemological Beliefs

Date and Time:25 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F - Stage 2
Title:e-Lightening Ed-Talk Session 12
Presentation Type:AERA Ed Talk
Presenter's Name:
Feng Xiong, National Institute of Education - Nanyang Technological University (Presenting Author)
Youyan Nie, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Ai Noi Lee, Singapore National Institute of Education (Non-Presenting Author)
Paper Description:This study utilized 2015 PISA data from the UK and Hong Kong to examine the relations between outside school ICT-based learning and science performance through a mediation model. Three key findings were identified: 1) ICT-based learning had negative total effects on science performance in the UK but non-significant effects in Hong Kong; 2) Positive indirect effects through self-efficacy, enjoyment, and interest were consistent, while no indirect effects were observed through utility value. Positive indirect effects through epistemological beliefs were found in Hong Kong but not in the UK; 3) ICT-based learning showed negative unexplained (i.e., direct) effects on science performance, indicating unidentified negative mediators across sample countries/regions. Future research should explore these mediators to develop targeted interventions.

Paper Title: Nurturing Data Science Skills through Science Inquiry: Designed based on the Knowledge Building Approach

Date and Time:25 April 2025, 3.20pm to 4.50pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 1
Title:Division C - Section 1d: Science Roundtable Session
Presentation Type:Roundtable Session
Presenter's Name:
Chin Lee Ker, National Institute of Education - Nanyang Technological University (Presenting Author)
Gaoxia Zhu, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:It is an imperative challenge to train future generations to be data-literate as data has permeated everyday lives. Scientific inquiry provides opportunities for students to conduct investigations. However, there is a lack of research on how K-12 students learn and use data in science inquiry. To address this gap, we developed a Data Science program using the Knowledge Building approach, fostering science inquiry. We examined how 68 students' data science skills were demonstrated during and after the program. Participants engaged in data science processes. Their artifacts demonstrated strengths in identifying variables, aligning data with investigative questions, and interpreting results. However, participants were inadequate in considering alternative variables, justifying the rationale of investigations, and analyzing data comprehensively.

Paper Title: Roles-based learning: Transforming Meso-level Discourse Structures and Central Agent in Primary School Chinese Classrooms

Date and Time:25 April 2025, 3.20pm to 4.50pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 110
Title:Cooperative Learning: Theory, Research and Practice Paper Session
Presentation Type:Paper Session
Presenter's Name:
Jina Chang, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:The study investigates role-based learning in Chinese lessons by comparing experimental and control groups. The experimental group used task sheets to facilitate role-based learning, while the control group followed traditional teaching methods. Findings revealed significant increases in response and inquiry turns, student-initiated interactions, and overall engagement in the experimental group. Additionally, off-topic turns decreased. The experimental group lacked a central subject, showing more discourse connections among students and between teachers and students. These results demonstrate the effectiveness of role-based learning in enhancing student participation and fostering cooperative learning, offering valuable insights for its application in language education. This study provides evidence supporting the integration of role-based learning to improve teaching outcomes in Chinese language classrooms.

Paper Title: Simulacra, Truth, and Natural Law: Reimagining Education for Just Renewal

Date and Time:25 April 2025, 3.20pm to 4.50pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 2-3
Title:Tinkering Toward Holism: Engaging Eastern Philosophies of Education
Presentation Type:Roundtable Session
Presenter's Name:
Sean Chen Liu, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:Amidst the complexities of a society that is deeply entrenched in hyperreality and amidst the ongoing AI revolution, the traditional pillars of education tremble under the weight of the simulacra. This paper draws on Jean Baudrillard’s notion of the simulacra, Michel Foucault’s idea of the regime of truth and John Finnis’ (new) Natural Law Theory (NLT) to critique and appraise prevailing education systems. It illuminates the chasm between the hyperreal constructs in education and the authentic development of the individual. By aligning educational reform with the basic goods of human flourishing as identified by NLT, this paper advocates for a just and authentic educational experience that transcends the simulacra, thus fostering a renewal grounded in rationality and natural law.

26 April 2025, Saturday

Paper Title: Classroom Assessment as a Vehicle for Teachers' Reflections in Response to Educational Change in Singapore

Date and Time:26 April 2025, 9.50am to 11.20am
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 108
Title:Assessment to Support Learning Across Borders and Systems of Education: Examining Enactment at Scale
Presentation Type:Symposium
Presenter's Name:
Heng Jiang, National Institute of Education - Nanyang Technological University (Presenting Author)
Saminathan Moghan, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:

Purpose & Perspective
Singapore’s education system is renowned for its rigorous assessment practices which are integral to the nation’s high-performing academic culture. Recent reforms in Singapore have focused on shifting the emphasis on summative assessment towards formative assessment (Tan, 2017), which comprises: short assessment tasks that identify students’ needs, abilities, and interest; ongoing monitoring of students’ learning progress; and giving feedback to students to improve their learning. This research focuses on the transformative impact of classroom assessment (CA) on the reflective practices and practical reasoning (Audi, 2006) of English primary school teachers amidst educational reforms in Singapore. We focus on CA as it is embedded in the classroom teaching for examining how teachers design and implement assessment practices to check how their teaching impact on students learning, followed by on-going adjustment in the specific classroom context (Vanlommel & Schildkamp, 2019; Wyatt-Smith, et al., 2024). We studied how teachers can adapt decisions in teaching by observing students’ learning in the CA processes, remaining attentive to situations where existing routines are ineffective and seeking alternative solutions.

Methods & Results
Situated against the backdrop of Singapore's assessment reforms, the study uses data from a two-year research project involving ten primary schools. Specifically, we draw upon the Pragmatist notion of “reflection”, the concepts of “practical reasoning” (Audi, 2006) and “assessment as inquiry” (Delandshere, 2002), while exploring the teaching heuristic goal systems (Janssen et al., 2014) of two English primary school teachers (one male novice teacher and one female experienced teacher) in Singapore. The participants represented typical cases illustrating different forms of practical reasoning in responses to educational reforms. To trace teachers’ practical reasoning and co-construct their goal systems, the laddering method (Veledo-de Oliviera et al. 2006) was adapted, involving four rounds of one-hour lesson observations and one-hour stimulated recall interviews with each participant over two years. We traced the processes of classroom activities (including CA) within the laddering systems in eight lessons (four for each participant) and conducted within-case analysis and cross-case analysis (Miles et al., 2019) on the evolving patterns of the teachers’ practical reasoning. Figure 1 depicts one example of such a laddering. We examined the alignment (or lack thereof) between the goals teachers adopt and the principles advocated in educational reforms, and identified subsequent challenges in enacting practices to understand how these goals guide (or fail to guide) teachers’ choices, as influenced by CA processes. The study revealed the evolving patterns of teachers’ practical reasoning and emphasized that CA analysis and interpretation was crucial for revealing and refining "practical reasoning" in responses to educational changes.

Significance
This study sheds light on how to engage teachers in deeper consideration of the purposes, processes, and meanings of educational change in Singapore. In particular, the study emphasizes the critical role of CA in mediating teacher reflections and promoting critical dialogues during assessment reforms.


Paper Title: Code Buddies: How Pair Programming Enhances Computational Thinking, Self-Efficacy, and Engagement in Elementary School Students

Date and Time:26 April 2025, 9.50am to 11.20am
Venue:
The Colorado Convention Center, Floor: Terrace Level, Bluebird Ballroom Room 2B
Title:Innovative Educational Tools and Strategies to Enhance Student Learning
Presentation Type:Paper Session
Presenter's Name:
Choon Lang Quek, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Dion Hoe-Lian Goh, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Stella Xin Yin, Singapore National Institute of Education (Presenting Author)
Paper Description:Computational Thinking (CT) is a key component of information literacy and future employment skills, and has gained increasing importance in K-12 education. While pair programming (PP) has been recognized as an effective collaborative approach for CT education, its impact on elementary students' CT abilities, self-efficacy, and engagement remains underexplored. We address this gap by implementing a four-week course and comparing CT skills, self-efficacy, and engagement of students in PP versus individual learning groups. Results demonstrated that PP significantly improved CT skills and self-efficacy compared to individual learning. Additionally, engagement mediated the relationship between self-efficacy and CT skills only in PP groups, highlighting the benefits of PP for younger students and suggesting that engagement plays a key role in CT learning.

Paper Title: Receptive yet Self-centred Stances to Racialised Stereotypes: Singaporean Students Respond to Literary Representations of Intersectional Inequality

Date and Time:26 April 2025, 11.40am to 1.10pm
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 2-3
Title:Diverse Qualitative Approaches to Readers' and Teachers'/Candidates' Text Engagement
Presentation Type:Roundtable Session
Presenter's Name:
Dominic Nah, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:Studies of student responses toward racial injustice in Literature classrooms at secondary levels are rarely situated outside Western Anglophone contexts. In this paper, I examine how students from mainstream Singapore secondary schools respond to a poem depicting intersectional inequality in the Malay community. I draw on the theoretical framework of Dialogic Ethical Criticism that posits a continuum of three stances of ethical responses to the Other, focusing on the receptive yet self-centred stance. I examine uptake in episodes and utterances of classroom discourse in two classes of Secondary 3 students, showing how students self-consciously and collectively express concerns about articulating racialised stereotypes and offending Malay peers. Such student responses show the need for clear distinctions between naming and condoning prejudices.

27 April 2025, Sunday

Paper Title: Support Programme as Remedy for Low-Progress Learners of Chinese Language: The Singapore experience

Date and Time:27 April 2025, 8.00am to 9.30am
Venue:
The Colorado Convention Center, Floor: Ballroom Level, Four Seasons Ballroom 2-3
Title:Diverse National Perspectives in Evaluating Efforts to Overcome Disparities in Outcomes
Presentation Type:Roundtable Session
Presenter's Name:
Hock Huan Goh, National Institute of Education - Nanyang Technological University (Presenting Author)
Chunsheng Zhao, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Hwei Ming Wong, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Paper Description:Due to its bilingual policies, Singapore constantly has a group of low-progress Chinese learners in primary schools, comprising children of foreign talents and local children from English-speaking homes. Curriculum developers collaborated with schools to develop a support programme for these learners, aiming to raise interest, enhance oracy, and improve character recognition and writing. To understand the effect of this programme, this study conducted an evaluation using lesson observations, interviews, and pre-and post-language assessments in 2021-2022. Assessment results suggested improvements in oracy and some written proficiency among 201 learners, whereas observation of 212 lessons confirmed improvements in teaching effectiveness and student engagement. However, interviews with 25 teachers reveal policy, practice, and assessment issues, leaving the programme remedy directions for repair.

Paper Title: AI Feedback: Moving Past the Hype toward Effective Practice

Date and Time:27 April 2025, 9.50am to 11.20am
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 710
Title:Blending Human and AI Feedback: Impacts on Student Engagement and Performance
Presentation Type:Symposium
Presenter's Name:
Hui Yong Tay, Singapore National Institute of Education (Presenting Author)
Paper Description:

Objective
New and exciting educational technologies frequently emerge, each promising to transform the way we teach and learn. The new kid on the block is Artificial Intelligence (A.I.) which has brought about more platforms to give automated instantaneous feedback to student writing. However, does the use of Artificial Intelligence in feedback (AIF), like many previous educational technologies before it, live up to its expectations? This paper reports on the use of one AIF platform in an after-school tuition program offered to students from financially disadvantaged families. The two research questions that guided the study were (a) What are the students’ experiences of AIF? (b) How did AIF affect student outcomes?

Methods and Data Source
This two-year case study sought to examine the impact of this intervention on 21 students (aged 13-14). These participants, from different schools, were enrolled in the programme that aimed to improve their English language skills with weekly 2-hour sessions. These sessions incorporated the use of an AI-based application (Scribo) that can quickly analyse submitted work for technical aspects such as grammar, word choice, and punctuation. This article reports findings from interviews with both students and their tutors. The qualitative data were analysed using Bandura’s model of triadic reciprocality comprising environmental, personal, and behavioral factors.

Results and Significance
The students reported that the AI feedback (AIF) tool was easy to use and beneficial to their writing. The just-in-time feedback, along with teacher guidance, resources, and peer feedback, created a positive learning environment where students felt guided and encouraged to improve. Editing their work soon became a habit, with students even enjoying the process, treating it as a challenge to achieve higher AIF scores. The whole experience demonstrably boosted students' self-efficacy in writing, with AIF scores providing tangible evidence of progress, increasing their confidence. This newfound confidence extended to their schoolwork, where they noticed fewer errors and received positive feedback from teachers, further validating their improvement. Bandura’s social cognitive self-regulation theory adopted for the study proved helpful as both as a theoretical lens and as an analytical tool for understanding the complex processes involved in AIF. It highlights to both the policy maker and the classroom teacher specific areas to work on to effect more positive outcomes from the use of AIF. For the policy maker, the study highlights that providing equal access to quality resources like AI, coupled with effective pedagogy, can potentially mitigate educational inequity driven by socioeconomic differences. Though this study was sited in an after-school programme, the findings are consistent with another study conducted in five mainstream schools. Teachers with large class enrolments can find comfort that AIF tools like Scribo can engage students to independently seek and act on feedback. The integration of AI feedback (AIF) within a structured feedback pedagogy (pre-feedback, process, post-feedback), shows promise in enhancing learners' motivation and skills for self-improvement. These competencies are crucial for all students, particularly those from disadvantaged backgrounds, highlighting the potential of AIF in promoting equitable educational outcomes.


Paper Title: Fostering or Hindering Online Learning: Contrasting Experiences of Study Groups in Community College

Date and Time:27 April 2025, 11.40am to 1.10pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:Learning Environments and Pedagogical Strategies
Presentation Type:Poster Session
Presenter's Name:
Qiujie Li, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:High-quality peer interaction is critical for success in online learning. Community college students often demonstrate low engagement in collaborative activities traditionally used in online learning. Study groups, where students gather to discuss academic and extracurricular topics, provide flexible opportunities for real-time interaction. We implemented weekly study groups in four online, community college courses and conducted in-depth interviews to understand students’ experiences. Findings demonstrate academic benefits of study groups, including providing timely assistance and accountability, prompting active engagement, and promoting increased comfort in the course. However, some students reported ineffective experiences with study groups due to scheduling difficulties, unresponsive peers, and non-inclusive group environments. Finally, shared backgrounds and learning habits emerged as critical factors determining the effectiveness of the study group.

Paper Title: Research as handmaiden of policy and practice: Assessing research, practice and policy partnerships from Singapore.

Date and Time:27 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 102
Title:Assessing and Monitoring the Effectiveness of Research Practice Partnerships: Insights From International Experiences
Presentation Type:Symposium
Presenter's Name:
Hwei Ming Wong, National Institute of Education - Nanyang Technological University (Non-Presenting Author)
Dennis Kwek, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:

1. Objectives
This paper critically examines how partnerships involving research, practice and policy actors should be understood and assessed. We focus on Singapore’s school improvement efforts using research-practice/research-practice-policy partnerships (RPP/Ps) in relation to two network evaluation approaches (Henrick et al,2023; Peurach et al,2016) to address fundamental questions about the partnership dynamics and politics.

2. Perspective(s)
The paper argues that RPP/Ps are complex social-cultural-technological-political configurations that simultaneously create innovative networked learning and bureaucratic governance structures, often in tension (Douglas,1992). Furthermore, any developmental evaluation of partnership efforts involving research, practice and/or policy actors must first address fundamental assumptions about the nature of the entangled relationships between research, policy and practice in education. Drawing on Whitty and Wisby (2016, p.2) who caution that research cannot and should not be the “handmaiden of policy and practice” even while it has to respond to external priorities, policy sociology theories (Whitty, 2002) are used to trace evolving RPP/P interactions and actors. The global rise in the use of data as evidence, fast policymaking, impact ideology, networked learning and improvement efforts have led to an urgent need to consider the distinctions between research for/of policy/practice, and policy/practice of/for research, and their implications for any developmental evaluation of RPP/Ps.

3. Data Sources & Methods
Singapore’s education research funding (2002-current) has resulted in a rich database of findings on educational improvement. This paper uses such findings and the authors’ autoethnographic accounts of their experiences in developing RPP/Ps in Singapore’s context (Ellis et al,2010). Two cases are presented – one of a government-funded, policy-facing empirical study into Singapore classroom pedagogies which has developed a unique RPPP configuration, and the second of a practice-facing, investigator-driven, ground-up school-based RPP focusing on classroom-based assessment innovations. Data and analysis uses autoethnographic methods and Actor Network Theory (Latour, 1987,1999) to show how developmental evaluation of partnership efforts must consider both human actors and non-human artefacts/actors to assess the effectiveness of RPP/Ps.

4. Findings
Our study leverages Henrick et al (2023) to reflect on its applicability to Singapore’s context. Trust is significantly dependent on negotiating the epistemic authority of researchers, the positional authority of policymakers and the praxial authority of teachers, with associated challenges. Contrary to Fischer-Schoneborn & Ehmke (2023), boundary work significantly requires developing competencies among partners, with policymakers needing to understand research methods and ethics, and researchers translating findings for high-stakes policy meetings (Farrell et al,2022; Weddle,2023). Cyclical turnover of partnership actors and demands for fast evidence also affect partnership success. Importantly, partnerships must assess form and substance of relational and professional conversations, and artefacts that bridge partnership differences, and reduce tensions.

5. Study Significance
We propose further dimensions for consideration when conducting any developmental evaluation of RPP/Ps, caution that RPP/P approaches designed to improve teaching need to be mindful of potentially impeding growth because of the relational positioning of practitioners, researchers and policymakers vis-a-vis one another- inexpert, stubborn, overly complicated, uninformed, irrelevant.


Paper Title: Early Childhood Educators in Singapore: Examining Associations Between Their Job Demands, Resources and Well-Being

Date and Time:27 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Meeting Room Level, Room 711
Title:Global Perspectives on Early Care and Education (ECE) Workforce Well-Being and Working Conditions
Presentation Type:Symposium
Presenter's Name:
EeLynn Ng, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:

Like many countries worldwide, the early childhood (EC) sector in Singapore is grappling with workforce turnover and attrition issues (Authors, 2022b; Authors, 2024c) amidst continuous expansion of EC services. To meet the increasing demand for EC services, the 23,000-strong EC workforce will require 3,500 more educators by 2025 (Ministry of Social and Family Development [MSF], 2022a). Realising the importance of developing a highly skilled and engaged EC workforce for Singapore’s economic and social productivity, as well as for children’s positive and healthy life trajectories (Lim & Heng, 2024; Yang et al., 2022), the government has rolled out various strategies to improve the working conditions of EC educators. Examples include increasing the salaries of educators in government-supported preschools, providing funding for preschools in their digital transformation efforts to improve productivity, and removing the requirement for preschools to operate on Saturdays (MSF, 2022b). However, media reports indicate that while educators welcomed these new initiatives, they stressed the need to focus on improving staff welfare and work-life balance (Ang, 2022). These reactions suggest that there may be a gap in our understanding of the concerns and needs of EC educators in the local context.

Guided by the conceptual framework for holistic educator well-being (Authors, under review) and the Job Demands-Resources model (Bakker & Demerouti, 2007), this study examines the state of EC educators’ well-being in Singapore and the associations between their job demands, job resources, and well-being. We focus our investigation on educators’ physical well-being (perceptions of general health) and professional well-being (job satisfaction and emotional exhaustion), as well as their feelings about their centre and their work (job resources) and work-related stressors (job demands). A total of 309 EC educators working in formal EC education settings (full-day childcare centres and half-day kindergartens) completed a survey of the study variables. As shown in Table 1, the sample comprised mainly female educators (98.4%) aged between 21 to 35 years old (70.1%) and taught different age groups ranging from 3- to 6-year-olds.

Table 2 presents the results of our regression analyses for each aspect of well-being (general health, emotional exhaustion, and job satisfaction). Hierarchical regression analyses were conducted to examine the predictive influence of educators’ job resources and demands on well-being, after accounting for the influence of educators’ personal and financial resources (i.e., household income, number of dependents, years of working experience in the EC sector). Findings demonstrate that different aspects of educators’ job resources and demands predicted their physical and professional well-being. Work-related stressors (e.g., There is little time to prepare for my program and/or responsibilities) significantly predicted all three aspects of well-being. Educators’ feelings about their work significantly predicted their job satisfaction. This finding indicates that educators who reported more positive feelings about their work (e.g., The work I do is stimulating and challenging) experienced higher levels of job satisfaction. In addition, educators with more positive feelings about their centre (e.g., I take pride in my centre) reported lower levels of emotional exhaustion and higher levels of job satisfaction.


Paper Title: Generative AI as a Tool or Leader? Exploring AI-Augmented Thinking in Student Programming Tasks

Date and Time:27 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F
Title:Artificial Intelligence in Education and Learning Technologies
Presentation Type:Poster Session
Presenter's Name:
Gaoxia Zhu, National Institute of Education - Nanyang Technological University (Presenting Author)
Tianlong Zhong, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:The impacts of Generative Artificial Intelligence (GAI) on students' thinking processes remain largely unexplored. This research explores the thinking processes of 20 students when programming with the support of GAI. Participants recorded their screens for an hour-long programming session and submitted reflection reports. We developed an AI-augmented thinking coding framework with four stages: Question Formulation, Solution Generation, Solution Analysis and Evaluation, and Solution Refinement. Based on the time ratio of human-generating code versus copying code from GAI, participants were categorized into AI-lead (n=10) and human-lead (n=10) groups. Results of sequential pattern mining and case analysis indicated that the AI-lead group treated GAI as a leader, over-relying on it, while the human-lead group utilized it as a tool to optimize efficiency.

Paper Title: Generative AI as a Tool or Leader? Exploring AI-Augmented Thinking in Student Programming Tasks

Date and Time:27 April 2025, 1.30pm to 3.00pm
Venue:
The Colorado Convention Center, Floor: Exhibit Hall Level, Exhibit Hall F - Stage 1
Title:e-Lightening Ed-Talk Session 21
Presentation Type:AERA Ed Talk
Presenter's Name:
Gaoxia Zhu, National Institute of Education - Nanyang Technological University (Presenting Author)
Tianlong Zhong, National Institute of Education - Nanyang Technological University (Presenting Author)
Paper Description:The impacts of Generative Artificial Intelligence (GAI) on students' thinking processes remain largely unexplored. This research explores the thinking processes of 20 students when programming with the support of GAI. Participants recorded their screens for an hour-long programming session and submitted reflection reports. We developed an AI-augmented thinking coding framework with four stages: Question Formulation, Solution Generation, Solution Analysis and Evaluation, and Solution Refinement. Based on the time ratio of human-generating code versus copying code from GAI, participants were categorized into AI-lead (n=10) and human-lead (n=10) groups. Results of sequential pattern mining and case analysis indicated that the AI-lead group treated GAI as a leader, over-relying on it, while the human-lead group utilized it as a tool to optimize efficiency.