Conference Agenda
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05 SES 06 A: Risk, Resilience, Wellbeing and Differences
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05. Children and Youth at Risk and Education
Paper A Short History of Research into Children and Youth at Risk and Education since 1998 using Topic Modelling Analysis 1: University of Brighton, United Kingdom; 2: DIPF, Germany Presenting Author:This proposal presents findings from content analysis of the ECER abstract database, which examined submissions submitted to EERA’s Network 5: Children at Youth at Risk and Education between 1998 and 2024. We use these data as a proxy for describing the development of the field over the past quarter century, as they allow us to identify recurrent themes, shifting and evolving priorities and changes in the research landscape. Analysing patterns in the data thus enables us to develop a comprehensive picture of research in relation to children and youth at risk and education in Europe and to identify focus areas, trends and gaps in the evidence base. The analysis is also designed to complement historical overviews of the research field (e.g. Mayer et al., 2009) by extending their reach into the 21st century. The area of children and youth at risk in education has been a dynamic and to some extent marginal research field since the network was created in 1996, when its explicit aim was to improve “our understanding of the problems as well as the identification and dissemination of effective and efficient strategies for solving problems of students in at-risk environments” (Day et al., 1997: 9-10). The abstracts apply a wide range of theoretical frameworks, methodologies and approaches, benefiting from the open and inclusive nature of the research field. This makes it challenging to understand its development over 25 years. Informed and inspired by previous research which has used topic modelling (Kherwa & Bansal, 2019) of ECER abstract data to explore the heterogeneity of European education research (Deleye et al, 2025), this paper presents an evidence-based overview of a complex research field and provoke discussion about its possible futures by harnessing the results on the thematic distribution of contributions to ECER – and more specifically Network 5 – which are provided by the webapp EduTopics (Christ et al., 2025). The aim of the paper is therefore to influence discussion and debate by presenting analysis of a quarter century’s worth of research in Europe, both mapping the territory and outlining prospective directions at a time when the notion of “at risk” has taken on new implications in the light of climate catastrophe and polycrisis (Tooze, 2021; Rakowski et al, 2025). It is centred on the research questions: How has research in the field of children and youth at risk and education developed in Europe since 1998, as evidenced by the abstracts of research presented at ECER? What does this suggest for future directions of the field? Methodology, Methods, Research Instruments or Sources Used The study uses the web app EduTopics: ECER (https://dipf-lis.shinyapps.io/EduTopicsECER/), which applies topic modelling, a sophisticated computational method for analysing large collections of text (Abuhay et al., 2018) to the corpus of ECER abstracts. Topic modelling determines central content related themes in corpora of literature by clustering words and phrases that frequently appear together, revealing hidden thematic structures across the dataset. This allows researchers to reduce textual complexity, uncovering core themes and their relationships over time. EduTopics does not use a singular model to map the themes of ECER since 1998, but two nested models similar to the super- and subcategories used in qualitative content analysis: a broader model containing overarching themes with k=50 supertopics and a much more fine-grained model with k=300 subtopics. Incorporating machine learning techniques and natural language processing also enables the analysis to examine the distribution of contributions by a number of key variables, including year, country, and institutional affiliation, providing a multidimensional perspective on the data. By aggregating the document-topic weights of the contributions to the individual networks, comparisons between thematic foci and trends between Network 5 and ECER in general or specific other networks are made possible by the visualisations and results provided by EduTopics. For example, for the most relevant subtopic of Network 5 “youth work and young people”, differences in topic weights across the years can be determined between Network 5 and the rest of ECER to determine the relevance of this subtopic across time and identify potential factors influencing the time trends. Conclusions, Expected Outcomes or Findings The findings reveal significant patterns, evolutions and changes in the research field of children and youth at risk and education. For example, for the most relevant subtopics of Network 5, different time trends can be identified: While “youth work and young people” remained fairly constant across the decades, the relevance of “(cyber-)bullying and prevention” dropped substantially. Meanwhile, as the latter decreased, interest in “SES and Inequality” steadily increased. The analysis indicates how researchers across Europe have framed and understood the field conceptually, methodologically and practically and how interest in and understandings of key issues, or supertopics, such as “socio-emotional behaviour and relationships’ have varied over the period. In addition, this contribution provides insights into how the topics at the core of Networks 5 interest been reflected in research presented in other networks and by emerging researchers. The intention is not to use this to present a hierarchy of topics or focus areas, but to offer a critical overview of the development of the field. Identifying leading themes and their trajectories allows us to challenge assumptions, question received wisdoms and delineate areas for future focus. References Abuhay, T. M., Nigatie, Y. G., & Kovalchuk, S. V. (2018). Towards predicting trend of scientific research topics using topic modelling. Procedia Computer Science, 136, 304-310. Christ, A., Röschlein, J., & Schindler, C. (2025). EduTopics: ECER: A webapp for interactive visualisation and exploration of ECER contributions since 1998. European Educational Research Journal. Day, C., van Veern, D. & Walraven, G. (eds.) (1997). Children and Youth at Risk and Urban Education: Research, Policy and Practice. Leuven-Apeldooom: Garant. Kherwa, P., & Bansal, P. (2019). Topic modeling: a comprehensive review. EAI Endorsed Transactions on Scalable Information Systems, 7 (24). Lemay, D. J., Baek, C., & Doleck, T. (2021). Comparison of learning analytics and educational data mining: A topic modeling approach. Computers and Education: Artificial Intelligence, 2, 100016. Mayer, C., Lohmann, I., & Grosvenor, I. (2009) Children and Youth at Risk: Historical and International Perspectives. Frankfurt a.M.: Peter Lang. Rakowski,J.J., Schaan, L.N. van Klink, R. Herzon, I., Arth, A., Hagedorn, G., Rode, J., Creutzig, F. & Pe’er, G. (2025) Characterizing the Global Polycrisis: A Systematic Review of Recent Literature. Annual Review of Environment and Resources, 50, 159–83. Tooze, A. 2021. Shutdown: How Covid Shook the World’s Economy. London: Allen Lane. 05. Children and Youth at Risk and Education
Paper Not Getting the Grades: The Impact of ‘Failing’ High-Stakes Examinations on Young People’s Post-School Wellbeing 1: Manchester Metropolitan University, United Kingdom; 2: University of Huddersfield, United Kingdom Presenting Author:High-stakes examinations are a key component of education systems in countries across the globe (Suto & Oates, 2021). While their role in shaping educational progression and labour market outcomes is well-established, far less is known about how experiences of success and failure in such examinations shape young people’s wellbeing beyond the point of assessment. This paper addresses this gap by examining the wellbeing implications of leaving compulsory education without the grades that facilitate post-school progression. While the research we draw on is based in England, high-stakes examinations are used in similar ways across Europe to provide information to educators, employers and governments about young people’s academic strengths and attainment. Often acting as a gateway into upper secondary education, training and the labour market, high-stakes examinations shape young people’s educational pathways and occupational futures in important and lasting ways (Anderson, 2024; Andresen & Løkken, 2020; Caves & Balestra, 2018). Yet their negative effects on young people’s wellbeing in school are also well-documented. They are shown to increase school-related stress and reduce academic self-esteem (Högberg et al., 2021). Opponents also contend that their use places a particular burden on young people from marginalised backgrounds, who lack equitable opportunities to invest in their futures (Davey et al., 2025; Högberg & Horn, 2022). Overall, their ‘all or nothing’ nature looms large over young people’s lives, amplifying pressure, worry and fear of failure (Banks & Smyth, 2015, p.612). Reflecting the intensity of these feelings, failing to meet a high-stakes examination threshold can mark a critical juncture in a young person’s life, directing them towards lower-level courses or repeated attempts at core qualifications (Papay, et al., 2010). Even narrowly failing a high-stakes examination can increase early disengagement from education and the likelihood of being identified as ‘not in education, employment or training’ (NEET) (Machin et al., 2020). These individual risks mirror broader trends, with low attainment well-documented as a significant factor in educational exclusion (Russell & Thompson, 2025). Notably, however, this body of research on the consequences of failing high-stakes examinations has primarily focussed on academic progression and employment outcomes. Much less attention has been paid to the broader implications of academic failure for young people’s wellbeing once they have left school. This paper addresses this dearth in knowledge by focusing on the subjective wellbeing of a group of young people who leave compulsory education without the facilitating qualifications or grades that structure opportunity. In doing so, the paper shifts the emphasis on outcomes to the lived experiences of navigating post-school transitions following educational ‘failure’. England provides a particularly compelling context in which to undertake this study. Here, national high-stakes General Certificate in Secondary Education (GCSE) examinations taken at age 16 are considered pivotal in shaping young people’s futures. Achieving a standard pass (grade 4) in a suite of these qualifications, including English and maths, is widely understood to facilitate access to a broad range of educational and occupational pathways (Kuczera et al., 2016, Dickerson et al., 2023). In contrast, not attaining these grades is known to be damaging for young people’s post-school transitions and linked to long-term ‘scarring’ effects that are difficult to reverse (Thompson, 2017). To explore instead young people’s post-school wellbeing, we engage Allardt’s (1993) concept of ‘having, loving, being’, understood as necessary conditions for human existence and flourishing. Using this framework, our research interrogates how material resources, relational support and opportunities for self-fulfilment shape subjective wellbeing for young people with limited GCSE attainment as they try to ‘get on’ in further education, employment or training but often find themselves merely ‘getting by’ or ‘getting stuck’. Methodology, Methods, Research Instruments or Sources Used This paper draws on data from a longitudinal, mixed-methods study tracing the unfolding educational and employment trajectories of young people identified as ‘at risk’ of becoming not in education, employment or training (NEET). All fieldwork was conducted in England, between November 2021 and May 2026, and incorporates a corpus of data that totals: 194 interviews with young people, 72 interviews with professionals working with young people, 10 family member interviews and over four hundred and seventy-two hours spent in the field including participant observations in nineteen settings. 81 young people (aged 14–16) took part in the research, across five local authorities and based in mainstream schools, pupil referral units (PRUs), special schools and alternative provision. The research involved long-term engagement with these young people during the final two years of their compulsory schooling and into the first year of their post-school destinations. The findings for this paper derive primarily from the period after young people had left school and received their final grades. We focus on those within this cohort who had not received a grade 4 (standard pass) in five or more GCSE qualifications, thus ‘failing’ to meet a key examination threshold in the English education system. Each of these young people took part in at least one individual face-to-face interview after they had left school. The interviews made use of a card-board person-shaped cut-out, created by the young people a year earlier, where they had drawn their experiences of their final year of school and their hopes for the future at that stage. Participants were encouraged to reflect on what had changed in their lives and what had stayed the same. The materiality of this object served as a useful anchor for distilling young people’s post-school experiences. Extensive fieldnotes from participant observations in settings where the young people were based post-school also contributed to this large and detailed dataset. The interviews were recorded, transcribed, anonymised, and then coded inductively with the other data using NVivo. Inductive analysis followed a thematic approach and involved regular, structured discussion between the research team. To interrogate the young people’s wellbeing in this post-school period, the researchers were drawn to Allardt’s (1993) three dimensions of wellbeing: having, loving, being. Returning to the data through this lens showed strong patterns in how past and present inequalities were shaping subjective wellbeing during this formative period of their lives. Conclusions, Expected Outcomes or Findings The researchers’ recurrent presence in the field over a three-year period and the large data set assisted in developing a nuanced understanding of the past and present inequalities that were shaping the young people’s post-school wellbeing across all three of Allardt’s (1993) dimensions. The young people frequently blamed themselves for not having achieved the gateway qualifications for entry into their desired college courses, vocational training or employment. They expressed regret at not working hard enough or not ‘putting their head down’ to revise thoroughly for their examinations. This internalisation of failure meant they struggled to see themselves as capable actors (being). However, our findings also show that their low attainment was often shaped by factors outside their control. Multiple school moves, experiences of bullying, lack of support for special educational needs and the effects of the COVID-19 pandemic had deprived them of the material and institutional resources necessary to achieve their intended grades and constrained wellbeing in the present (having). Nonetheless, many young people described finding comfort in friendships with others who had similar grades and schooling experiences. These relationships offered them a sense of belonging in their post-school settings that they had not encountered in their earlier education (loving). Through these friendships they felt understood and less isolated. Yet the solidarity they found among ‘people like them’, did little to alleviate their marginalised positions. Often ‘parked’ in low-level courses or training, the young people had few opportunities for meaningful participation or progression (being). They felt let down by systems and the adults around them and, despite having high aspirations for their futures, were uncertain whether these would be realised. Overall, these findings offer a view of wellbeing that has important implications for understanding exclusion among young people across Europe who do not meet high-stakes examinations thresholds for meaningful progression. References Allardt, E. 1993. Having, Loving, Being: An alternative to the Swedish model of welfare research. In Nussbaum M. C., Sen A, K. (Eds), The quality of life (pp.88-94). Clarendon Press. Anderson, O. (2024). Walking the line: Does crossing a high stakes exam threshold matter for labour market outcomes? (22-05). UCL Centre for Education Policy and Equalising Opportunities. cepeowp22-05r1.pdf Andresen, E. & Løkken, S. (2020). The final straw: High school dropout for marginal students. SSRN http://dx.doi.org/10.2139/ssrn.3753354 Banks, J., & Smyth, E. (2015). ‘Your whole life depends on it’: academic stress and high-stakes testing in Ireland. Journal of Youth Studies, 18(5), 598–616. https://doi.org/10.1080/13676261.2014.992317 Caves, K., & Balestra, S. (2018). The impact of high school exit exams on graduation rates and achievement. The Journal of Educational Research, 111(2), 186–200. https://doi.org/10.1080/00220671.2016.1226158 Davey, K., Russell, L., Bishop, J., & Thompson, R. (2025). Playing the game? Young people ‘at risk’ of becoming NEET (not in education, employment or training) and their investment in education. Journal of Youth Studies, 1–17. https://doi.org/10.1080/13676261.2025.2571508 Dickerson, A., McDool, E., & Morris, D. (2023). Post-compulsory education pathways and labour market outcomes. Education Economics, 31(3), 326–352. https://doi.org/10.1080/09645292.2022.2068137 Högberg, B., Lindgren, J., Johansson, K., Strandh, M., & Petersen, S. (2021). Consequences of school grading systems on adolescent health: evidence from a Swedish school reform. Journal of Education Policy, 36(1), 84–106. https://doi.org/10.1080/02680939.2019.1686540 Högberg, B. & Horn, D. (2022) National High-Stakes Testing, Gender, and School Stress in Europe: A Difference-in-Differences Analysis, European Sociological Review, 38(6) 975–987. https://doi.org/10.1093/esr/jcac009 Kuczera, M., Field, S. & Windisch, H. (2016). Building Skills for All: A Review of England, OECD Report. https://www.oecd.org/content/dam/oecd/en/about/programmes/edu/piaac/country-specific-material/cycle-1/England-Building-Skills-For-All.pdf Machin, S., McNally, S., & Ruiz-Valenzuela, J. (2020). Entry through the narrow door: the costs of just failing high stakes exams. Journal of Public Economics, 190, 104224. Papay, J. P., Murnane, R. J., & Willett, J. B. (2010). The Consequences of High School Exit Examinations for Low-Performing Urban Students: Evidence From Massachusetts. Educational Evaluation and Policy Analysis, 32(1), 5-23. https://doi.org/10.3102/0162373709352530 Russell, L., & Thompson, R. (2025). Predicting educational exclusion: A literature review of risk factors associated with early leaving from education. European Educational Research Journal. https://doi.org/10.1177/14749041251378585 Suto, I. & Oates, T. (2021) High-stakes testing after basic secondary education: How and why is it done in high-performing education systems? 610965-high-stakes-testing-after-basic-secondary-education-how-and-why-is-it-done-in-high-performing-education-systems-.pdf Thompson, R. (2017) Opportunity structures and educational marginality: The post-16 transitions of young people outside education and employment. Oxford Review of Education, 43(6), 749–766. 05. Children and Youth at Risk and Education
Paper Highly Skilled Immigrant Mums in Norwegian Homes Counteract an Uncoordinated Welfare System for Their Children with Disabilities or Chronic Diseases. 1: University of Almeria, Spain; 2: NTNU Norwegian University of Science and Technology Presenting Author:Norwegian families vary in educational, cultural, and economic contextual experiences and opportunities (Toft & Friedman, 2021). 20.2 % comprises people with ethnically diverse backgrounds and children born in Norway (Statistic Norway, 2025). There is diversity in the use of welfare services within and between migrant groups and the general population (Debesay et al., 2019; Huijts et al., 2010). Residents have access to the welfare System in the Norwegian context, including benefits for children's welfare and children's access to social security, health, education, and welfare services. Specifically, children with large or complex needs have the right to have a plan adopted that addresses their family's needs (OHCHR, 2025). Methodology, Methods, Research Instruments or Sources Used We use a qualitative case study (Stake, 2005) of eight mothers with children with sen and living with chronic diseases who emigrated to several counties in Norway. Ethics approval was attained from NTNU University before starting the data collection. The participants have been living in Norway for 5 to 10 years. The sample was purposefully selected from professionals who were highly educated, participants had a university degree or higher from their home countries, and were living the experience of contacting the welfare system as demanding services for their children with chronic diseases or special needs. The study was initially presented on the Facebook online platform as a flyer requesting participants of families and open to fathers to participate in interviews; only mums contacted the research team. The participants decided to take part in individual semi-structured interviews lasting approximately two hours at a personal office on the university premises. Two of the families participated in online meetings as they were living in another part of Norway. The participants were allowed to use their mother tongue as the researcher knew their languages, and a researcher with English controlled the translation as their mother tongue. The data were thematically analysed, and five themes were identified. Conclusions, Expected Outcomes or Findings Mums shared common feelings of being excluded from institutional decisions about their children. They experienced a system built around three uncoordinated and independent institutions: social, health, and educational services. They think that an unruled state leads their children's lives without a plan, leaving them to make heartbreaking decisions. The consequences are fateful; mums take time from their jobs and energy from their lives to understand what is missing to offer their children. Mums are learning how to get into the system; they acknowledge their limitations and feel empowered to deal with them. They shared that it is essential to maintain strong community relationships and to be active with other parents and associations to make changes. At the same time, they are professionally trained to be the best mentors for their children. Participants also shared that mums-child interactions and feeling active in implementing at-home early intervention programs for their children, such as learning psychological strategies and alternative communication systems, or becoming stay-at-home nurses to manage medication and money paid for online specialist sessions from their own home countries. They are also afraid of the system and, in some cases, experience how their children are taken out of them. Parenting is damaged by the system's stress. They are struggling to be their only primary support and explain how their children are seriously affected by being with untrained professionals; All have worked out solutions to retain those professionals who seem to be communicating with them, getting informally in touch with parents with similar circumstances, and being part of organisations that could have a politically positive impact on society. They feel they have a plan and control over their family's quality of life. They feel empowered to respond actively to the challenges resulting from the severe lack of coordination of welfare services. References Brekke, I., Alecu, A., Ugreninov, E., Surén, P., & Evensen, M. (2023). Educational achievement among children with a disability: do parental resources compensate for disadvantage?. SSM-Population Health, 23, 101465. Herrero-Arias, R., Hollekim, R., Haukanes, H., & Vagli, Å. (2021). The emotional journey of motherhood in migration. The case of Southern European mothers in Norway. Migration Studies, 9(3), 1230-1249. Kibria, N., & Becerra, W. S. (2021). Deserving immigrants and good advocate mothers: Immigrant mothers’ negotiations of special education systems for children with disabilities. Social problems, 68(3), 591-607. Kojan, B. H., & Lonne, B. (2012). A comparison of systems and outcomes for safeguarding children in Australia and Norway. Child & Family Social Work, 17(1), 96-107. Masten, A. S. (2018). Resilience theory and research on children and families: Past, present, and promise. Journal of Family Theory & Review, 10(1), 12-31. Rustad, K. B., Lauritzen, C., Havnen, K. J. S., Fossum, S., Christiansen, Ø., & Vis, S. A. (2022). The impact of case factors on the initial screening decision in child welfare investigations in Norway. Child Abuse & Neglect, 131, 105708. Rustad, K. B., Lauritzen, C., Havnen, K. J. S., Fossum, S., Christiansen, Ø., & Vis, S. A. (2023). The impact of case characteristics on child welfare service investigations in Norway. Nordic Social Work Research, 1-15. Tanyanyiwa, A. T., Chimhutu, V., & Pettersen, H. (2024). Experiences of migrant parents of children with special health and welfare needs in Nordic countries: a scoping review. Scandinavian Journal of Public Health, 14034948241277057. Toft, M., & Friedman, S. (2021). Family wealth and the class ceiling: The propulsive power of the bank of mum and dad. Sociology, 55(1), 90-109. Wondemu, M. Y., Joranger, P., Hermansen, Å., & Brekke, I. (2022). Impact of child disability on parental employment and labour income: a quasi-experimental study of parents of children with disabilities in Norway. BMC Public Health, 22(1), 1813 Østerud, K. L., & Anvik, C. H. (2024). ‘It's not really Michael who wears me out, it's the system’: The hidden work of coordinating care for a disabled child. Critical Social Policy, 44(1), 67-86 05. Children and Youth at Risk and Education
Paper Reducing Within-School Differences? Evidence from a Mixed-Methods Study of Emphasized Teaching Reform in Finland 1: University of Helsinki, Finland; 2: University of Turku, Finland; 3: Tampere University, Finland Presenting Author:In this presentation we report first results from an ongoing research project examining an educational reform implemented in a Finnish municipality concerning the organization of emphasized teaching. Since the education reforms of the 1990s, Finnish families have been able to choose schools, and schools have been allowed to profile themselves by offering emphasized teaching in specific subjects (Seppänen & Pasu, 2023). Emphasized teaching has become widespread in Finnish cities, offering subject-specific options ranging from academic subjects to arts and sports. In some cities, around one third of students participate in emphasized teaching (Seppänen et al., 2015), with selection typically occurring at the start of comprehensive school or at later transition points. Although legislation does not prescribe how emphasized teaching should be organized, it has most commonly been implemented through selective class formation, whereby students admitted via aptitude-based selection study not only the emphasized subject but also other subjects within the same group (Pasu et al., 2025). Previous research has shown that these selective classes with a special emphasis disproportionately attract high-achieving students from highly educated families, thereby increasing within-school differences between classes (Berisha & Seppänen, 2017). Moreover, emphasized classes have been found to shape students’ everyday school experiences in ways that foster social divisions and hierarchies, raising concerns about the erosion of the egalitarian principles of the Finnish comprehensive school system (Oittinen, 2025; Peltola, 2021). In Finland, the organization of emphasized education is a highly contested education policy issue. Public debate over its benefits and drawbacks resurfaces regularly in the media. Because municipalities in Finland have substantial autonomy in organizing education, a wide range of local practices has emerged regarding school choice and the implementation of emphasized education (Varjo & Kalalahti, 2019). As a result, municipalities vary considerably in both the extent to which emphasized education is offered and how it is organized. In this paper, we present initial findings from an ongoing project examining the effects of a municipal reform in emphasized education implemented in the City of Kerava. In Kerava, a lower secondary education reform introduced in autumn 2023 fundamentally changed the organization of emphasized teaching. Under the new model, emphasized teaching is no longer used as a basis for class formation, with the exception of music classes, which continue to be organized as separate class-based tracks due to their long-standing tradition. Instead, emphasized teaching was extended to all lower secondary students, who can now construct an individualized curriculum by choosing from four different emphasis pathways. In this presentation, we examine differences in students’ achievement and perceptions of competence across the old selection-based model and the revised pathway-based model. We draw on both quantitative survey data and qualitative student interviews collected as part of the project. Our precise research questions are: RQ1. How do students’ achievement and perceptions of their own and their classmates’ competence differ between the selection-based model with selective classes and the revised pathway-based model without explicit student selection? RQ2. How large are the differences between instructional groups within schools in the selection-based model compared to the revised pathway-based model? RQ3. How do selection-based and pathway-based models shape students’ everyday experiences of social distinction and hierarchy within schools? Methodology, Methods, Research Instruments or Sources Used This study employs a repeated cross-sectional design, comparing two cohorts of eighth-grade students assessed in 2023 and 2024. The first cohort (n = 416) consisted of students who studied under the pre-reform, selection-based system of emphasized teaching. Approximately 75% of students were enrolled in general classes without emphasis, while the remaining students were distributed relatively evenly across different emphasized subjects (about 5% per subject), including music, visual arts, drama, and sports. The second cohort (n = 388) studied under the revised pathway-based model, which offered four optional emphasized pathways: Arts and Creativity (approximately 35% of students), Sports and Well-being (approximately 35%), Languages and Influence (approximately 12%), and Sciences and Technology (approximately 19%). The qualitative data consist of interviews with 40 students (aged 13–15) from three lower secondary schools, conducted in autumn 2023. The interviewed students were drawn from the same student population as the quantitative survey data. Interviews were conducted using a semi-structured format in pairs or small groups of three to four students and lasted between 37 and 89 minutes. The interviews addressed students’ experiences of emphasized teaching, selective and non-selective class structures, and everyday school life. The interview data were coded using Atlas.ti software and analyzed through thematic analysis (Braun & Clarke, 2019). The quantitative data consist of digital student surveys and cognitive assessment tasks administered during the school day under the supervision of students’ teachers. Achievement was assessed using an adaptive test of mathematical thinking skills, which adjusted task difficulty based on students’ responses as the test progressed (see Asikainen et al., 2022). In addition, students reported their self-perceptions as learners using a three-item scale based on action control theory (Skinner et al., 1988), which showed good internal consistency (α = .85). Students’ perceptions of their classmates’ competence relative to other classes were assessed using a scale developed for this study, drawing conceptually on prior research on the reflected glory effect (Trautwein et al., 2009). This scale consisted of five items assessing students’ evaluations of their own class’s competence across different school subjects in comparison to other classes and showed acceptable internal consistency (α = .765). The quantitative data were analyzed using analyses of variance (ANOVA) to examine mean differences between class types and emphasis pathways (RQ1). Differences between instructional groups within schools (RQ2) were examined using intraclass correlation coefficients (ICC). Conclusions, Expected Outcomes or Findings Regarding RQ1, analyses showed that in mathematics test score, there were statistically significant differences between class types in the selection-based model, F (4, 319) = 3.701, p = .006, η² = .44. In contrast, in the revised pathway-based model, no statistically significant differences were observed between emphasis pathways (p = .549). Students’ self-perceived competence did not differ significantly between class types or pathways in either model. However, students’ perceptions of their classmates’ competence relative to other classes differed significantly between class types in the selection-based model, F (4, 327) = 3.208, p = .013, η² = .38, whereas no such differences were found in the revised model. Analyses of intraclass correlations (RQ2) further indicated that between-group differences decreased substantially following the reform. In mathematics achievement, the proportion of variance attributable to instructional groups declined from approximately 25% under the selection-based model to about 6% under the pathway-based model. For students’ self-perceived competence, between-group variance was small in both models but decreased from about 6% to near zero. Similarly, for perceptions of classmates’ competence, the share of variance attributable to instructional groups declined from approximately 24% in the selection-based model to about 13% in the revised model. Overall, these findings suggest that differences between instructional groups were markedly reduced following the transition to the pathway-based model. Results from the qualitative analyses showed that the selection-based model fostered symbolic boundaries between students, as the perceived status of emphasis classes shaped how students positioned themselves and others within the school community. These boundaries provided a basis for class-level differentiation and social hierarchies. In contrast, in the revised model without explicit selection such distinctions were less pronounced and appeared less enduring. Together, the findings suggest that the pathway-based model was associated with smaller academic differences between groups and less pronounced social differentiation among students. References Asikainen, M. S., Gustavson, N., Hienonen, N., Koivuhovi, S., Kulju, P., Kupiainen, R., Lindgren, E., Mergianian, C., Nazeri, F., Nyman, L., Oinas, S., Salonen, V., & Vainikainen, M.-P. (2022). Oppimaan oppiminen Vantaan peruskouluissa 2018–2021. Vantaan kaupunki, 9/2022. Berisha, A. K., & Seppänen, P. (2017). Pupil selection segments urban comprehensive schooling in Finland: Composition of school classes in pupils’ school performance, gender, and ethnicity. Scandinavian Journal of Educational Research, 61(2), 240-254. Oittinen, R. (2025). Nuorten eriytyvät arkitodellisuudet: Etnografinen tutkimus nuorten arjen eriytymisestä asumisessa, koulussa ja vapaa-ajan aktiviteeteissa. Väitöskirja. Helsingin yliopisto. http://hdl.handle.net/10138/590869 Pasu T., Suomi, J., Siipola, M., Koivuhovi, S. & Seppänen, P. (2025). Painotettu opetus suomalaiskaupunkien peruskouluverkoissa. Terra, 137 (3), 91–108. https://doi.org/10.30677/terra.156674 Peltola, M. (2021). Everyday consequences of selectiveness: Borderwork in the informal sphere of a lower secondary school in the metropolitan area of Helsinki, Finland. British Journal of Sociology of Education, 42(1), 97-112. https://doi.org/10.1080/01425692.2020.1861930 Seppänen, P., & Pasu, T. (2023). Pupil selection and enrolment in comprehensive schools in urban Finland. Teoksessa M. Thrupp, P. Seppänen, J. Kauko & S. Kosunen (toim.), Finland’s famous education system–Unvarnished insights into Finnish schooling (s. 193–210). Seppänen, P., Kalalahti, M., Rinne, R., Simola, H. (Eds.) (2015). Lohkoutuva peruskoulu – Perheiden kouluvalinnat, yhteiskuntaluokat ja koulutuspolitiikka. Kasvatusalan tutkimuksia 68. Jyväskylä: Suomen kasvatustieteellinen seura. Varjo, J., & Kalalahti, M. (2019). The art of governing local education markets–municipalities and school choice in Finland. Education Inquiry, 10(2), 151-165. | ||