Conference Agenda
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10 SES 11 D: Working with Analytic Uncertainty in Teacher Education Research: Phenomenography, Narrative Inquiry, and Methodological Judgement
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10. Teacher Education Research
Research Workshop Working with Analytic Uncertainty in Teacher Education Research: Phenomenography, Narrative Inquiry, and Methodological Judgement UCL Institute of Education, United Kingdom Presenting Author:Within teacher education research, qualitative approaches that foreground teachers’ experience and meaning-making, such as phenomenography and narrative inquiry, are well established and theoretically developed. Both approaches have been widely used to explore teachers’ learning, professional identity, and understandings of practice across different educational contexts (Åkerlind, 2025; Clandinin & Connelly, 2000; Kelchtermans, 2009), with recent qualitative studies continuing to draw on these traditions to examine teachers’ professional sense-making in situated contexts (e.g. Dahl, 2024; Eryılmaz & Dikilitaş, 2023; Yau et al., 2023). At the same time, methodological scholarship has pointed out that qualitative analysis rarely unfolds in a linear or procedurally transparent manner once a methodological framework has been selected. Rather than progressing through clearly defined analytic steps, qualitative analysis often involves iterative movement between empirical material, emerging interpretations, and theoretical resources (Mauthner & Doucet, 2003; Braun & Clarke, 2019; Morgan, 2014). In teacher education research, this nonlinearity becomes particularly evident when researchers analyse teachers’ accounts of experience, identity, and professional meaning-making.
In research on teachers’ experience, such analytic work frequently brings researchers to points where provisional categories feel unstable, interpretive moves are difficult to justify, or different methodological commitments pull the analysis in competing directions. These difficulties are not simply matters of analytic skill. Rather, they reflect structural tensions inherent in researching teachers’ experience, where interpretation necessarily involves judgement that cannot be fully formalised as a method (Kelchtermans, 2009). Although analytic uncertainty and interpretive tension are widely acknowledged in methodological discussions of reflexivity, the analytic labour through which such uncertainty is negotiated is rarely made explicit in published research accounts. Reflexive methodological work has demonstrated that analytic decisions are frequently portrayed as coherent and linear in retrospect, with minimal indication of hesitation, revision, or doubt in research writing (Mauthner & Doucet, 2003). Consequently, the practical processes involved in generating qualitative claims often stay implicit, particularly in journal articles, because of strict word limits.
This research workshop takes analytic uncertainty itself as a methodological object. It is grounded in the author’s completed doctoral study of primary school teachers’ understandings of a literacy-and-literature curriculum (YuWen) in mainland China. The study is used not as an exemplar of methodological success, but as a worked case through which analytic difficulty can be examined. The research combined phenomenography and narrative inquiry to explore how teachers conceptualised their subject and how their professional subjectivity was constituted through accounts of schooling, upbringing, and work. Phenomenography was used to describe qualitatively different ways of understanding the curriculum and the structural relations among these variations (Marton & Booth, 1997; Åkerlind, 2005), while narrative analysis attended to how meaning was produced through language, plot, positioning, and evaluative stance within teachers’ accounts (Riessman, 2008).
While both approaches are well established within teacher education research, their combined use generated moments of analytic uncertainty that could not be resolved through procedural guidance alone. Rather than attempting to eliminate such tensions in advance, the workshop foregrounds them as sites in which methodological judgement becomes visible. By engaging participants with concrete analytic material, the workshop opens space for collective reflection on how analytic decisions are made, questioned, and revised in qualitative teacher education research. Methodology, Methods, Research Instruments or Sources Used The methodological design of the workshop is grounded in the assumption that qualitative analysis is not a matter of applying methods to data, but of working analytically with uncertainty through situated judgement. Methodological research indicates that qualitative analysis usually involves repeatedly engaging with empirical data, where analytic distinctions are temporarily stabilized, reexamined, and adjusted instead of being strictly predetermined (Mauthner & Doucet, 2003; Byrne, 2022). This understanding is particularly relevant for teacher education research, where analytic work frequently engages with teachers’ accounts of experience, identity, and professional meaning-making. Within phenomenographic research, analytic quality is commonly assessed through criteria such as internal coherence, parsimony, and the logical structure of the outcome space (Marton & Booth, 1997; Åkerlind, 2005). These criteria provide important methodological guidance. At the same time, methodological reflections within phenomenography have noted that analytic difficulty can arise when participants’ descriptions are saturated with affective, biographical, or evaluative meanings that resist stabilisation into structural categories (Åkerlind, 2005; Tight, 2016). In such situations, outcome spaces may meet formal criteria while still feeling analytically insufficient, prompting reconsideration of what counts as a meaningful distinction across cases.Narrative inquiry, by contrast, foregrounds meaning as it is produced through language, plot, positioning, and evaluative stance within accounts of experience (Clandinin & Connelly, 2000; Riessman, 2008). This orientation has been particularly influential in teacher education research concerned with teachers’ professional identity and subjectivity (Kelchtermans, 2009). At the same time, narrative researchers have pointed to the challenge of sustaining analytic traction beyond individual cases without flattening experiential complexity (Riessman, 2008). The workshop adopts a worked-case approach using selected interview excerpts from the author’s doctoral study as an analytic example. These excerpts were chosen because they generated analytic uncertainty during the original analysis, particularly at moments when phenomenographic and narrative commitments pulled interpretation in different directions. Participants will work collaboratively with these materials to identify analytic tensions, articulate provisional interpretations, and reflect on the judgments through which analytic moves are made, suspended, or revised. In this sense, the workshop treats analytic uncertainty not as a problem to be solved, but as a methodological situation through which qualitative knowledge about teachers’ experience is produced. Conclusions, Expected Outcomes or Findings This workshop contributes to research in teacher education by examining analytic uncertainty as part of the methodological culture through which qualitative research on teachers’ experience is conducted. Within teacher education research, qualitative methodologies can be understood not only as sets of techniques, but also as shared ways of working, judging, and accounting for analytic decisions, as illustrated through the methodological traditions and analytic tensions discussed above. By working with a concrete research case, the workshop brings into view how analytic uncertainty arises at the intersection of methodological commitments and the cultural expectations of teacher education research. The tensions encountered when combining phenomenography and narrative inquiry are not treated as methodological incompatibilities, but as moments in which established methodological traditions pull analysis in different directions. Making such moments visible allows participants to reflect on how analytic judgement is exercised within, rather than outside of, these traditions. In this sense, the workshop addresses both cultures and methodologies of research in teacher education. It supports methodological reflection that is grounded in analytic practice and attentive to how qualitative knowledge about teachers is shaped by disciplinary norms, research traditions, and expectations of coherence in research writing. Rather than offering prescriptive solutions or models, the workshop invites collective examination of how analytic work is carried out and justified within the methodological cultures of teacher education research. References Åkerlind, G. S. (2005). Variation and commonality in phenomenographic research methods. Higher Education Research & Development, 24(4), 321–334. https://doi.org/10.1080/07294360500284672 Åkerlind, G. S. (2025). Phenomenography in the 21st century: A methodology for investigating human experience of the world. Open Book Publishers. Braun, V., & Clarke, V. (2019). Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589–597. https://doi.org/10.1080/2159676X.2019.1628806 Byrne, D. (2022). A worked example of abductive analysis. Quality & Quantity, 56(1), 1–18. https://doi.org/10.1007/s11135-021-01182-y Clandinin, D. J., & Connelly, F. M. (2000). Narrative inquiry: Experience and story in qualitative research. Jossey-Bass. Dahl, K. K. B. (2024). Doubly situated teacher professionalism: School culture, personal narrations and becoming a teacher in Danish schools. International Journal of Educational Development, 104, 103047. https://doi.org/10.1016/j.ijedudev.2024.103047 Eryılmaz, R., & Dikilitaş, K. (2023). Identity tensions of in-service teacher educators: A narrative inquiry. Language Teaching Research. Advance online publication. https://doi.org/10.1177/13621688231216816 Kelchtermans, G. (2009). Who I am in how I teach is the message: Self-understanding, vulnerability and reflection. Teachers and Teaching: Theory and Practice, 15(2), 257–272. https://doi.org/10.1080/13540600902875332 Marton, F., & Booth, S. (1997). Learning and awareness. Lawrence Erlbaum Associates. Mauthner, N. S., & Doucet, A. (2003). Reflexive accounts and accounts of reflexivity in qualitative data analysis. Sociology, 37(3), 413–431. https://doi.org/10.1177/00380385030373002 Morgan, D. L. (2014). Pragmatism as a paradigm for social research. Qualitative inquiry, 20(8), 1045-1053. Riessman, C. K. (2008). Narrative methods for the human sciences. Sage. Tight, M. (2016). Phenomenography: The development and application of an innovative research design in higher education research. International Journal of Social Research Methodology, 19(3), 319–338. https://doi.org/10.1080/13645579.2015.1010284 Yau, K. W., Chai, C. S., Chiu, T. K. F., Meng, H., King, I., & Yam, Y. (2023). Teachers’ conceptions of teaching artificial intelligence in K–12 schools: A phenomenographic study. Education and Information Technologies, 28, 1041–1064. https://doi.org/10.1007/s10639-022-11161-x | ||
