Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
Please note that all times are shown in the time zone of the conference. The current conference time is: 19th Aug 2026, 21:29:19 EET
|
Daily Overview |
| Session | ||
31 SES 13 A: Multlingual Contexts
Paper Session | ||
| Presentations | ||
31. LEd – Network on Language and Education
Paper Education through Two Languages: Teachers’ Reflections of the Provision of Support for Bilingual Learning in Language Immersion in Finland Åbo Akademi, Finland Presenting Author:This paper aims to shed light on teachers’ reflections on the need for and access to bilingual support for students in language immersion programs in Finland. Through the perceptions of teachers from ECEC level to ninth grade, including special education teachers, an insight is given to existing bilingual support structures in language immersion in Finland. Language immersion is an established education programme in Finland, where two national languages (Swedish and Finnish) are used as languages of instruction to students who belong to the language majority. The programme starts at the age of 3–5 and continues to grade nine. The immersion language is the language of instruction in ECEC and preschool, and decreases gradually in school, while the pupils' first language increases as language of instruction. Additional languages are also introduced during the early school years, and language immersion in Finland is usually referred to as a multilingual education programme (Björklund, 2019). As linguistic diversity is an increasing phenomenon in many educational institutions, the bi- and multilingualism of individual students is slowly gaining ground as both a right and a valuable resource (cf. Ruiz, 1984) to be considered also in monolingually based school systems. A multilingualism-as-a-resource perspective must, however, provide pedagogical solutions that promote bi- and multilingualism for all students, also struggling students and students with special education needs (SEN). At present, there is a shared concern about e.g., education specialists not being sufficiently informed about what bilingual acquisition entails, the lack of appropriate assessment tools for bilingual students and difficulties in early identification between language delays (stemming from a simultaneous acquisition of two languages) and diagnosed disability (Nic Aindriú et al., 2020; Wise & Chen, 2015). These approaches towards bi- and multilingualism in school are under-researched and needs to be addressed. The relatively scarce research conducted in this field point out the importance of bilingual support structures for successful language immersion (Barrett et al., 2020; Ó Ceallaigh & Ní Shéaghdha, 2023; Tedick & Lyster, 2020), since students learn through a second language and they need to learn the academic language in two languages. Equivalent studies on the needs for provision of bilingual support from the Finnish context have yet not been published. Therefore, this paper maps the current situation in Swedish immersion to see what pedagogical interventions and solutions are used when teachers in Swedish immersion find that there is a need for extra support for individual students and how this support relates to pedagogy and policy in language immersion. The paper is part of a larger research project, ProSpectS, that studies leadership, teacher supervision, and support for learning in language immersion programs in Finland. The research objectives focus on the experiences of ECEC leaders, principals, special education teachers, student teachers, and teachers in ECEC (children aged 3–5), preschool (children aged 6), and basic education (students aged 7–15). In this explorative study we focus on teachers in language immersion and their views on the needs of and the provision of language supported pedagogy for immersion students’ emerging bilingualism/developing bilingualism. As part of the broader project, this paper addresses the following two RQs:
Methodology, Methods, Research Instruments or Sources Used This mixed-methods study reports responses to selected questions of an online survey and qualitative semi-structured interviews about learning support by teachers working in language immersion in Finland. In total, 46 teachers (classroom, subject, special education, kindergarten, and preschool teachers) answered the survey in 2025. In addition, 14 teachers were interviewed either online or in person in Swedish or Finnish. After transcribing the interviews, a portion of the answers was translated into English. The analysis of this paper focuses on four survey questions and the interview about pedagogical support for learners in different ages, the development of students’ bilingualism, and the role of language for learning in language immersion. The relevant survey responses were first analysed through descriptive statistics, whilst the open-ended survey answers and the interview responses were analysed inductively (Braun & Clarke, 2006). The data were first analysed individually by the researchers, and then discussed and agreed upon among the research team. In this study, the responses from the survey serve as indicators of the teachers' perceptions on the different needs for learning support in immersion. During the interview, the respondents gave versatile and ample examples of language supportive pedagogy to promote students’ bilingual development and needs. Conclusions, Expected Outcomes or Findings Descriptive statistics from the online survey show that the participating teachers do not consider students’ simultaneous acquisition of two languages in language immersion to be the main reason for identifying a need for extra support. Over half of the participants (54%) perceives concentration difficulties to be the main or the second main top reason for struggling students, whereas 39% ranks language-related and 37% mathematics-related difficulties as the two main reasons. The interview responses both supported and contradicted the survey answers. Language supportive pedagogy ranged from long-term, continued focus on language to instant, in-situ and context-dependent pedagogy solutions. In addition, it included both cognitively and emotionally based approaches to provide learning support (e.g., co-teaching, school dogs), as well as language-specific, cross-linguistic and non-verbal supportive strategies. In sum, the results show that the role of the immersion languages (Swedish and Finnish) is very central as all subject content is both taught and learned through two languages. References Barrett, M., William, K., & Prendeville, P. (2020). Special educational needs in bilingual primary schools in the Republic of Ireland. Irish Educational Studies, 39(3), 273–295. https://doi.org/10.1080/03323315.2019.1697946 Björklund, S. (2019). Research trends and future challenges in Swedish immersion. In M. Haneda, & H. Nassaji (Eds.), Perspectives on Language as Action (pp. 45–60). Multilingual Matters. Braun, V, & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Pshychology, 3(2), 77–101. https://doi.org/10.1191/1478088706qp063oa Nic Aindriú, S., Ó Duibhir, P., & Travers, J. (2020). The prevalence and types of special educational needs in Irish immersion primary schools in the Republic of Ireland. European Journal of Special Needs Education, 35(5), 603–619. Ó Ceallaigh, T., & Ní Shéaghdha, A. (2023). Leadership and school self-evaluation in Irishmedium immersion: A roadmap for success. Educational Management Administration & Leadership, 51(4), 949–968. https://doi.org/10.1177/17411432211015218 Ruíz, R. (1984). Orientations in language planning. NABE Journal, 8(2), 15–34. https://doi.org./10.1080/08855072.1984.10668464 Tedick, D., & Lyster, R. (2020). Scaffolding language development in immersion and dual language classrooms. Routledge. Wise, N., & Chen, X. (2015). Early intervention for struggling readers in grade one French immersion. The Canadian Modern Language Review/La Revue Canadienne des Langues Vivantes, 71(3), 288–306. 31. LEd – Network on Language and Education
Paper Navigating Emotions and Ideologies in Minoritised Language Education: The Lived Experience of Irish and Basque Student Teachers 1: University of Galway, Ireland; 2: University of the Basque Country, Spain Presenting Author:This paper reports on a comparative study undertaken with student teachers in the Irish and Basque immersion education sectors. The study aims to explore the interplay of linguistic repertoires, language ideologies, and affect in the professional identity development of these pre-service teachers. Immersion education is recognised internationally as a key site for the protection and revitalisation of minoritised languages. Immersion schools, where all subjects are taught through the medium of the target language, can play an important role both in maintaining existing minoritised language communities and in fostering new communities of active speakers. Teachers in minoritised language immersion settings can be seen to have a unique perspective on decoloniality in education as their daily praxis challenges linguistic power structures (Neville, 2024). Furthermore, as European contexts grow increasingly diverse, immersion programmes can help to sustain linguistic heritage while also promoting multilingualism. Basque (Euskara) is a pre-Indo-European language spoken in a region straddling France and Spain. This study focuses on the Basque Autonomous Community (BAC) in Spain, where Basque has co-official status with Spanish and serves as a vehicular language in the education system (Pérez-Izaguirre, Châteaureynaud & van der Worp, 2025). Since the early 1980s, the BAC has offered three models of schooling: model A or Spanish-medium; model B or bilingual; and model D or Basque-medium. Model D has seen a remarkable growth in popularity and the Basque immersion model is now the majority choice in the region. Irish (Gaeilge), a Celtic language, is the first official language of Ireland, although only a minority of the population report speaking Irish daily (1.3% according to the 2022 National Census). The language has core status as a subject in the national curriculum, although this status has become increasingly contested (Murray et al., 2021) and has not led to success in reversing the language shift towards English. However, the immersion education sector, where all subjects are taught through Irish, has experienced rapid growth in recent decades, particularly in regions where the language does not have a strong community presence (Mac Gearailt, Mac Ruairc & Murray, 2021). In both these contexts, immersion education has been key to maintaining a minoritised language, although to differing degrees of success. Both contexts are also experiencing a rapid diversification of population due to migration, with an associated increase in multilingualism. This demographic shift is transforming the school populations in both contexts and placing new demands on teachers in their commitment to multilingualism and minoritised language education. Despite this, little research exists on how teachers navigate the intersection of language and emotion in these socio-linguistically complex environments. This study investigates how student teachers experience and negotiate their evolving identities as minoritised language speakers, learners, and future educators, exploring the affective dimensions—particularly language anxiety and enjoyment—that shape their professional trajectories and commitment to immersion education. The theoretical framing of the study draws on the concept of Spracherleben (Busch, 2017) or the lived experience of language, as this allows for a conceptualisation of linguistic repertoire that encompasses a speaker’s emotional and embodied experiences with language (Iversen, 2022). The study’s overarching research questions ask: ‘what is the role of emotion in the lived experience of pre-service teachers in the Irish and Basque immersion education sectors?’ ‘how can teacher educators support these pre-service teachers in negotiating the intersection of language and emotion?’ Through providing empirical data on the intersection of linguistic and emotional identity in these minoritised language contexts, we aim to create pedagogical resources that can be adapted by teacher educators in other European regions where minoritised languages, majority languages, and heritage languages co-exist in communities and schools. Methodology, Methods, Research Instruments or Sources Used The study was developed as an innovative research-practice partnership that positions pre-service teachers as co-researchers and knowledge creators. It employs a transformative mixed-methods design combining survey-based empirical research with participatory action. In the first phase of the study, data will be collected using a survey incorporating validated measures of language anxiety and language enjoyment (Dewaele & MacIntyre, 2014; Horwitz et al., 1986) with open-ended items examining teacher role perceptions, identity negotiation, and motivations. The participants will be drawn from two teacher education programmes focused on immersion teaching (one in Ireland and one in the Basque Country), with an anticipated sample of approximately 100 (n=50 in each location). Quantitative data will be analysed using descriptive and inferential statistics to identify patterns and correlations. Thematic analysis methods will be used for the qualitative data, which will aim to capture nuanced lived experiences. The participants will function as co-researchers in the second phase of the study. Here, initial findings and reflections from the first phase will be shared through structured virtual seminars and collaborative working sessions. The pre-service teachers will be supported in comparing findings across contexts, identifying transferable insights, and contributing to the final analytic themes. They will then co-develop frameworks and resources for pedagogical interventions that aim to support teacher wellbeing and professional identity development. The final phase of the study, which is not reported on in this paper, will involve the piloting, evaluation and co-refinement of the pedagogical interventions with another group of pre-service teachers in both contexts. This approach, where participants are involved in the analysis and application of findings, ensures the outputs are both grounded in authentic classroom realities and sensitive to cross-cultural nuance. The study will be subject to approval from institutional Research Ethics Committees in both Ireland and the Basque Country. Best practice and regulations in procedures of informed consent, participant welfare, and data protection will be adhered to. Critical reflexivity on researcher positionality is a key ethical dimension of this study. As the researchers are teacher educators in the institutions from which the student participants will be recruited, particular care will be taken around questions of voluntarity and power dynamics in the research process. The relationship with the co-researchers will be approached from a respectful and sensitive position of epistemic equality and openness to co-construction of knowledge. Conclusions, Expected Outcomes or Findings The study has not yet concluded, however we offer some anticipatory thoughts on the outcomes and impact of the study. We anticipate that the findings will deepen our understanding of the intersection of linguistic, affective, and teacher identity in the immersion education sector and will provide some insight into the emotional labour of language revitalisation in two European contexts, insights which can contribute to similar contexts across Europe. As outlined, the findings will inform the development of a series of cross-cultural workshops and pedagogical interventions for student teachers in Ireland and the Basque Country. By illuminating the emotional labour of language revitalisation and centring the voices of emerging educators, this project can contribute to linguistic inclusivity. We hope that it will offer actionable insights into creating emotionally safe learning environments for minoritised language educators. In contexts where immersion teachers are often themselves learners of the minoritised language this is essential for both teacher retention and the long-term sustainability of immersion education. Ultimately, this work contributes to preserving linguistic diversity while preparing educators to thrive in increasingly multilingual classrooms. References Busch, B. (2017). Expanding the Notion of the Linguistic Repertoire: On the Concept of Spracherleben—The Lived Experience of Language. Applied Linguistics, 38(3), 340–358. https://doi.org/10.1093/applin/amv030 Dewaele, J., & MacIntyre, P. D. (2014). The Two Faces of Janus? Anxiety and Enjoyment in the Foreign Language Classroom. Studies in Second Language Learning and Teaching, 4, 237-274. https://doi.org/10.14746/ssllt.2014.4.2.5 Horwitz, E. K., Horwitz, M. B., & Cope, J. (1986). Foreign Language Classroom Anxiety. The Modern Language Journal, 70(2), 125–132. https://doi.org/10.2307/327317 Iversen, J. Y. (2022). Pre-service teachers’ narratives about their lived experience of language. Journal of Multilingual and Multicultural Development, 43(2), 140–153. https://doi.org/10.1080/01434632.2020.1735400 Mac Gearailt, B., Mac Ruairc, G., & Murray, C. (2021). Actualising Content and Language Integrated Learning (CLIL) in Irish-medium education; why, how and why now? Irish Educational Studies, 42(1), 39–57. https://doi.org/10.1080/03323315.2021.1910971 Murray, C., Lynch, A., Flynn, N., & Davitt, E. (2021). Articulating Minority Language Value in Diverse Communities: The Case of Compulsory Irish Language Education. Journal of Language, Identity & Education, 22(3), 247–261. https://doi.org/10.1080/03323315.2021.1910971 Neville, C. (2024). Developing critical decolonial awareness and reflection in language teachers at post-primary level: empowering student language teachers as agents of change. Irish Educational Studies, 43(4), 921–941. https://doi.org/10.1080/03323315.2023.2185274 Pérez-Izaguirre, E., Châteaureynaud, M.-A., & van der Worp, K. (2025). Basque and Occitan in the new global context: Some reflections on language coexistence in multilingual education. In W. Wei & J. Schnell (Eds.), The Routledge handbook of endangered and minority languages (Vol. 2). Routledge. 31. LEd – Network on Language and Education
Paper Listening to the Learners: What Refugee Learners Can Tell Us About Best Practice in ESOL Provision in Ireland. South East Technological University, Waterford, Ireland Presenting Author:As Ireland has become more culturally diverse in recent years (CSO, 2025), the provision of classes for English for Speakers of Other Languages (ESOL) learners has become more important in Adult Education. Part of this increase has come about due to the commitment of Ireland to the European Refugee Resettlement Programme in 2015 (Gov of Ireland, 2019) and Ireland’s continued commitment to the EU’s migration policy (UNHCR, 2024). Since the launch of the Adult Literacy for Life Strategy in 2021 (SOLAS, 2021), ESOL has been a critical pillar of Adult Education. Due to the increase in state-funded provision, many ESOL tutors have moved into this space from private provision but often have little experience working in supporting learners affected by displacement and potential trauma. Existing research notes the link between refugee trauma and difficulties in second language acquisition (Ní Ghráinne, 2024), but there is a need for more research focusing on the learner voice within the Irish context to inform practice, such as that recently carried out by Quirke et al. (2025) as part of the development of a new ESOL Strategy by government. This study was carried out to gain the perspectives of learners on their ESOL provision and language learning since arriving in the country, with a specific focus on students with a refugee background, and what these learners identify as the best practices in this provision, as well as the most challenging practices. The researchers also hoped through these conversations to gain some perspectives on what would constitute more effective, trauma-sensitive pedagogy. While the subject of refugee trauma affecting language learning was a major point of interest of the researchers, the topic could not be addressed directly without introducing bias into the results. The objective was to centre learner experience and use this to generate practical recommendations for best classroom practice and potentially inform future policy in this sector. The theoretical framework aimed to integrate the principles of trauma-informed practice, which emphasises safety, trust and empowerment, with the student-centred, humanist pedagogy found in literacy centres currently, so that the focus is not purely on linguistic improvement but on learners’ well-being and integration into their new communities. This literacy lens contrasts positively with more traditional, purely structural or communicative language teaching in terms of its specific relevance to learners with a refugee background. A universal precautionary approach, often used in literacy work, applies principles of accessible design, multimodal instruction, and scaffolded support, on the assumption that some learners may have hidden difficulties, without slowing down those who don't. This naturally extends to ESOL provision for those with a refugee background. When paired with trauma-informed practice, this approach promotes psychological safety and predictable routines, which benefit all learners but is especially key for those managing trauma, aligning with the aims of the European Agenda for Adult Learning (NEAAL 2030). Methodology, Methods, Research Instruments or Sources Used A qualitative research design was used to gain detailed insights from learners. Data was collected via two semi-structured focus groups, involving a total of 16 adult learners with a refugee background from one Education and Training Board (ETB) in Ireland. (ETBs are government-funded Adult and Further Education organisations with strategic oversight of basic adult education and further education and training.) The focus groups explored participants' perceptions of their ESOL classes, the learning context, and their use of English in daily life. Focus groups were chosen as the most appropriate format for these interviews, as they allowed peer support within the discussion, which generated collective insights on shared experiences, as well as contrasting voices. Participants were recruited using purposive sampling from a local ETB, where administrators identified students from a refugee background who met the two key criteria of a) a minimum English language proficiency of A2 on the Common European Framework for Languages, to ensure comprehension of the interview process and b) a willingness to participate in the research. The research was carried out only after careful scrutiny of the proposal for ethical considerations, due to the potential participation of vulnerable groups. The transcripts of these discussions were then analysed using Braun and Clarke’s (2022) thematic analyis method. This approach allowed the researchers to systematically identify, organise, and interpret recurring patterns across the data, ensuring that the findings are clearly grounded in the participants' own accounts. This approach produced themes relating to class structure and content, as well as the role their English classes play in their new lives in Ireland. Conclusions, Expected Outcomes or Findings Results of this thematic analysis indicated that learners highly valued mixed-nationality classes, finding intercultural communication useful. However, they found mixed-level classes, a common arrangement in ESOL provision, to be particularly challenging. They expressed a strong preference for class content that taught real-life, functional English, with a concentration on speaking activities. They prioritised certification less than many Further Education students, as their key motivation was to use the language in their everyday lives, from social interactions to getting their “real lives” started again by getting jobs, after the enforced liminal living that refugee status often brings about. Students identified concentration as being a challenge, some referencing worries for their country and families still at war, a finding that, while not generalisable due to the small sample size in this study, resonates with literature on trauma and cognitive load. The study concludes that learners in this cohort would benefit from strategies that are prioritise communicative, social, and trauma-aware activities. Recommendations include moving towards more single level classes where possible and designing content around functional, learner-identified needs. As learners’ language skills improve, they should be given the opportunity to practise their English in subject-specific courses, for example courses on communications or digital literacy, as well as hobby-style classes such as photography or other creative arts. Adopting a "universal precautionary approach" in the classroom facilitation would involve embedding trauma-informed, humanist principles (mindful facilitation, safe spaces, student agency) into all ESOL provision for refugee groups, thereby benefiting all learners without requiring disclosure of personal trauma. These recommendations align with European Union dialogue on integrating trauma-informed practice into adult education (EAEA, 2021; EPALE 2025) References Braun, V. and Clarke, V. (2021) Thematic analysis: A practical guide. Los Angeles: SAGE. CSO (Central Statistics Office) (2025) Population and Migration Estimates, April 2025. [Online]. [Accessed 27 January 2026]. Available from: https://www.cso.ie/en/releasesandpublications/ep/p-pme/populationandmigrationestimatesapril2025/ European Association for the Education of Adults (2021) New European Agenda for Adult Learning for Europe’s future. [Online]. [Accessed 27 January 2026]. Available from: European Association for the Education of Adults » New European Agenda for Adult Learning for Europe’s future Electronic Platform for Adult Learning in Europe (2025) The ENABLE Toolkit: Complete Guide and Policy Recommendations. [Online]. [Accessed 27 January 2026]. Available from: https://epale.ec.europa.eu/en/blog/enable-toolkit-complete-guide-and-policy-recommendations Government of Ireland (2019) Ireland commits to a new Refugee Protection Programme. [Online]. [Accessed 27 January 2026]. Available from: https://www.gov.ie/en/department-of-justice-home-affairs-and-migration/press-releases/ireland-commits-to-a-new-refugee-protection-programme/ Ní Ghráinne, E. 2024. ‘The Effect of Trauma and PTSD on Retention in Second Lanugage Acquisition in Refugees and the Steps Educators Can Take to Mitigate.’ The Adult Learner. Dublin: Aontas, pp. 21-42. Quirke, M. (2025) ‘ESOL Provision in Ireland. Insights, Challenges, and Future Directions.’ Presentation at NALA ESOL Literacy Conference, 9 October 2025. UNHCR (2024). UNHCR Welcomes Vote in Favour of EU Pact on Migration and Asylum. [Online]. [Accessed 27 January 2026]. Available from: https://www.unhcr.org/ie/news/press-releases/unhcr-welcomes-vote-favour-eu-pact-migration-and-asylum?gad_source=1&gad_campaignid=22198464140&gclid=Cj0KCQiA4eHLBhCzARIsAJ2NZoJbeOpugRl9HGBhbiT43T8kcdzy31EscKLd_1ythrKmEMqCv8WxNHkaAtQTEALw_wcB SOLAS (2021) Adult Literacy for Life Strategy. Dublin: SOLAS 31. LEd – Network on Language and Education
Paper Creating Space for EFL Teachers’ Engagement with AI: A Nudge-Based Experimental Study East China Normal University, China, People's Republic of Presenting Author:As artificial intelligence (AI) becomes embedded in national education systems, teachers’ engagement with AI is increasingly shaped by policy mandates rather than voluntary professional choice (Miao et al., 2021; Williamson & Eynon, 2020). This institutionalization of AI has accelerated rapidly, yet empirical studies show that many middle school English as a Foreign Language (EFL) teachers—especially those in under-resourced regions—remain hesitant to adopt AI tools in their teaching (An et al., 2023; Huang et al., 2023). This creates a central tension in contemporary educational reform: while AI is promoted as essential for improving instruction, teachers often experience its introduction as risky, uncertain, and externally imposed. Most existing studies on teachers’ AI adoption rely on self-reported survey data and behavioral intention models such as the Unified Theory of Acceptance and Use of Technology (UTAUT) (Venkatesh et al., 2003; Venkatesh, 2022). While UTAUT provides a powerful framework for explaining adoption intentions, it assumes that individuals make largely rational and autonomous decisions (Venkatesh et al., 2003). This assumption is increasingly problematic in policy-driven environments, where teachers’ behavior may be shaped less by intention than by institutional pressure, uncertainty, and perceived risk (Williamson & Eynon, 2020). There is therefore a growing need for approaches that can capture how teachers actually behave when confronted with mandated technological change. This study addresses this gap by examining whether nudge-based interventions can create a low-risk pathway for teachers to begin engaging with AI. Nudge theory focuses on how subtle changes in choice architecture—such as defaults, goal-setting, reminders, and feedback—can alter behavior without restricting options or imposing sanctions (Thaler & Sunstein, 2008; Schmidt, 2017). In education, nudging has been shown to improve outcomes such as student participation and parental engagement (Damgaard & Nielsen, 2018; Bergman, 2020; Plak et al., 2023), but its potential for supporting teacher technology adoption remains underexplored. Although this study is conducted in China, the tension it examines is widely shared across other education systems. The Chinese case thus serves as a theoretically meaningful window for understanding how, as AI becomes institutionalized in education reform across systems, non-coercive nudge-based mechanisms can be used to guide teachers into technology change without relying on coercion.
This study investigates the following questions: Can nudge-based interventions increase middle school EFL teachers’ actual use of AI tools under policy-driven conditions? Do different intensities of nudging (low-dosage vs. high-dosage) lead to different levels of teacher engagement?
Theoretical Framework The study integrates UTAUT and Nudge Theory into a single analytical framework. UTAUT explains technology adoption through four core constructs: performance expectancy, effort expectancy, social influence, and facilitating conditions (Venkatesh et al., 2003). These constructs are widely used to model teachers’ attitudes toward AI (An et al., 2023; Xu et al., 2024; Zheng et al., 2024). However, UTAUT is limited in explaining how teachers behave when adoption is driven by policy rather than intrinsic motivation. Nudge theory complements UTAUT by focusing on how behavior can be triggered through low-cost, non-coercive interventions that lower psychological and practical barriers to action (Thaler & Sunstein, 2008; Battaglio et al., 2019). In this study, nudges such as goal setting, guided training, social sharing, and feedback are designed to strengthen UTAUT constructs—especially facilitating conditions, performance expectancy, and social influence—thereby enabling hesitant teachers to take initial steps toward AI use without feeling forced. Methodology, Methods, Research Instruments or Sources Used This study employs a randomized controlled trial (RCT) to examine the causal effects of nudge-based interventions on teachers’ adoption of an AI-supported language learning platform (Duolingo). The study was conducted in a county in eastern China and involved 138 middle school English (EFL) teachers from Grades 7 and 8 across 22 schools. The county includes both rural and urban schools and represents a typical resource-constrained educational setting where policy-driven digitalization is occurring but teacher adoption remains uneven. Experimental Design Teachers were invited by the County Education Bureau to participate in a four-week professional development program on using Duolingo. Of the 138 invited teachers, 122 completed the baseline survey and joined the experiment. Teachers were randomly assigned, at the school–grade level, to one of three conditions: Control group – received only an electronic user manual adapted from Duolingo’s official materials. Low-dosage nudge group – received structured nudges including goal setting (21-day continuous use), online training sessions, and weekly learning tasks. High-dosage nudge group – received all low-dosage interventions plus daily group check-ins and personalized feedback on weekly assignments. Baseline balance tests confirmed no statistically significant differences across groups in gender, teaching experience, prior Duolingo use, phonics knowledge, technology attitudes, or baseline English proficiency. Data Sources Two primary data sources were used. First, platform backend data from Duolingo provided objective measures of teacher engagement, including number of active days, total learning time, completed lessons, and cumulative experience points (XP). These behavioral indicators serve as the main outcome variables, allowing the study to avoid reliance on self-reported usage. Second, a baseline survey collected demographic information (school, grade, age, teaching years), prior experience with Duolingo, phonics knowledge, attitudes toward educational technology, and baseline English proficiency. These variables were used as covariates in the analysis. Analytical Strategy Treatment effects were estimated using ordinary least squares (OLS) regression under an intention-to-treat framework. The model compares outcomes between the control group and the two treatment groups while controlling for baseline teacher characteristics and randomization strata fixed effects. Standard errors were clustered at the school–grade level. This design allows for robust causal inference regarding the impact of different nudge intensities on teachers’ actual AI use. Conclusions, Expected Outcomes or Findings The results show that average number of active days for teachers in the control group was 11.93 days, and their total XP were 1,736.8. Compared to the control group, teachers in the low-dosage treatment group showed a significant increase in their activity on the Duolingo platform. Specifically, teachers in the low-dosage treatment group had 5.38 more active days than those in the control group (p < 0.05), and their total XP increased by 1,314.9 points (p < 0.01). The intervention effect in the high-dosage treatment group was even more significant, with teachers’ active days increasing by 7.91 days (p < 0.01) and total XP rising by 2,667.1 points (p < 0.01). This study finds that without exerting pressure on teachers’ willingness, it is possible to activate their use of AI technologies simply through well-designed choice architecture. This not only offers a new explanatory path for understanding technology adoption in education but also provides empirical evidence for teachers’ behavioral responses under educational reform. References An, X., Chai, C. S., Li, Y., Zhou, Y., Shen, X., Zheng, C., & Chen, M. (2023). Modeling English teachers’ behavioral intention to use artificial intelligence in middle schools. Education and Information Technologies, 28(5), 5187–5208. Battaglio, R. P., Jr., Belardinelli, P., Bellé, N., & Cantarelli, P. (2019). Behavioral public administration ad fontes: A synthesis of research on bounded rationality, cognitive biases, and nudging in public organizations. Public Administration Review, 79(3), 304–320. Bergman, P. (2020). Nudging technology use: Descriptive and experimental evidence from school information systems. Education Finance and Policy, 15(4), 623–647. Damgaard, M. T., & Nielsen, H. S. (2018). Nudging in education. Economics of Education Review, 64, 313–342. Huang, A. Y. Q., Lu, O. H. T., & Yang, S. J. H. (2023). Effects of artificial intelligence–enabled personalized recommendations on learners’ learning engagement, motivation, and outcomes in a flipped classroom. Computers & Education, 194, 104684. Miao, F., Holmes, W., Huang, R., & Zhang, H. (2021). AI and education: A guidance for policymakers. UNESCO Publishing. Plak, S., van Klaveren, C., & Cornelisz, I. (2023). Raising student engagement using digital nudges tailored to students’ motivation and perceived ability levels. British Journal of Educational Technology, 54(2), 554–580. Schmidt, A. T. (2017). The power to nudge. American Political Science Review, 111(2), 404–417. Thaler, R. H., & Sunstein, C. R. (2008). Nudge: Improving decisions about health, wealth, and happiness. Yale University Press. Venkatesh, V. (2022). Adoption and use of AI tools: A research agenda grounded in UTAUT. Annals of Operations Research, 308(1), 641–652. Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. Williamson, B., & Eynon, R. (2020). Historical threads, missing links, and future directions in AI in education. Learning, Media and Technology, 45(3), 223–235. Xu, S., Chen, P., & Zhang, G. (2024). Exploring Chinese university educators’ acceptance and intention to use AI tools: An application of the UTAUT2 model. SAGE Open, 14(4), 21582440241290013. Zheng, Y., Wang, Y., Liu, K. S.-X., & Jiang, M. Y.-C. (2024). Examining the moderating effect of motivation on technology acceptance of generative AI for English as a foreign language learning. Education and Information Technologies, 29(17), 23547–23575. | ||
