Conference Agenda
| Session | ||
22 SES 14 E: Challenging Academic Work
Paper Session | ||
| Presentations | ||
22. Research in Higher Education
Paper Illuminating the Affective Textures, Paradoxes and Strangeness of Academic Work Through Printed Images The University of Melbourne, Australia Presenting Author:Background Context Higher education has undergone significant transformations in recent decades, shaped by globalisation, marketisation and increasing accountability measures (Marginson, 2000; Olssen & Peters, 2005). Framed by the promissory logic of neoliberalism (Beckert, 2019), these shifts have fostered "academic capitalism" (Jessop, 2017), where academic labour is increasingly assessed by profitability and output (Slaughter & Leslie, 2001). This phenomenon is prevalent in European and other university systems across the globe, reflecting the transnational nature of contemporary higher education (Djerasimovic & Villani, 2020; Siekkinen et al., 2020). Consequently, academics worldwide now navigate a complex terrain of competing demands, shifting identities and evolving notions of scholarly work (Henkel, 2005; Archer, 2008). They face intensifying workloads, pressure to secure funding, demands for 'excellence' and the need to demonstrate impact (Tight, 2010; Watermeyer, 2015). These pressures, compounded by employment precarity and eroding academic freedom (Courtois & O'Keefe, 2015), have cultivated an affective environment of instability, burnout and self‑doubt (Brunila & Nehring, 2023). Within this turbulent context, academics negotiate their professional identities, balancing personal values against institutional imperatives (Clegg, 2008). The emotional labour involved is significant yet often overlooked (Constanti & Gibbs, 2004). Discourses of overwork and exhaustion have become normalised and sometimes valorised as "heroic" (Skea, 2021; Kidman, 2020), while many academics experience a "passion trap" of simultaneous pleasure and exploitation (Luczaj, 2020). These experiences, though locally specific, share common threads across global contexts and deeply affect academics’ emotional and experiential lives. This presentation considers how printmaking can render these complexities legible, using a series of woodblock prints to evoke tacit meanings, emotional registers and paradoxes of identity that often elude textual accounts. Objectives The objectives of this study are to:
Research Question / Problematic The problematic underpinning this inquiry is: How can a series of woodblock prints that weave personal and collective narratives illuminate the affective and paradoxical dimensions of academic life and engage diverse audiences? This question is framed to:
Conceptual / Theoretical Framework The framework for this project integrates theories of academic work with arts‑based inquiry, using the carnivalesque as a bridging concept. It draws on supercomplexity and academic capitalism (Barnett, 2000; Slaughter & Leslie, 2001) to contextualise higher education's contested nature, and on 'cruel optimism' (Berlant, 2011) to explore academic identity negotiation. Arts‑based research (Barone & Eisner, 2012) and printmaking as research (McMordie & Stempel, 2023) legitimise aesthetic inquiry and embodied experience in research. The carnivalesque (Bakhtin, 1984) and world‑travelling (Lugones, 1987) enable critique through humour, inversion and perspective‑shifting. These lenses inform both the making processes (material and compositional choices) and the interpretive aims (translation of personal narratives into collective forms and dissemination to varied audiences). The project treats printmaking not merely as illustration, aiming to provoke scholarly and public engagement with the affective realities of academic labour. Methodology, Methods, Research Instruments or Sources Used This study employs an arts based design that positions creative practice as both inquiry method and scholarly output (Barone & Eisner, 2012; Leavy, 2015; Sullivan, 2005). The approach integrates personal reflection, collaborative visual–textual work and woodblock printmaking, emphasising the visual arts’ capacity to capture and communicate complex phenomena (Weber, 2008). Design choices were informed by the theoretical framework: the carnivalesque guided inversion and satire, while supercomplexity encouraged layered, ambiguous compositions. The inquiry draws on multiple data sources: 1. Personal reflective journals spanning decades of academic life. 2. Responses and outputs from several prior research projects relating to academic work. 3. Unobtrusive review of archival and current communications. 4. Scholarly literature on identity, accountability and policy in higher education. The creation process involved a hybrid visual workflow combined traditional drawing, AI assisted image generation and digital manipulation (Photoshop). AI outputs were used exploratorily; prompts, provenance and transformations were documented, and final images were materially reworked to ensure originality and ethical use. Woodblock printmaking is the primary method of representation. Twenty small woodcuts (15 × 20 cm) were produced through iterative cycles of sketching, carving, inking and proofing. Each block passed through multiple design states before reaching its final form. This process links with interconnected spaces of inquiry such as physical engagement, self reflection, playfulness and shared vulnerability (Lavoie & Caine, 2022). The distinctive qualities of printmaking—multiplicity, mediation and materiality (McMordie & Stempel, 2023)—also support the project of exploring academic experiences. Multiplicity allows for iterative exploration of ideas through variations in prints. Mediation acknowledges the transformative process between concept and physical print. Materiality emphasizes the tangible, tactile nature of prints that can engage viewers in unique ways. Analytic approach 1. Familiarisation and memoing across sources with attention to visual elements and shared themes. 2. Collage informed theming, layering textual and visual cues and juxtaposing dissonant elements (Butler Kisber, 2010). 3. Material translation of themes into block designs, blending hand and digital manipulations. 4. Iterative refinement of prints guided by design principles, material possibilities and ethical considerations by synthesising source material into composite imagery to avoid identification of people or places. 5. Using proofs as prompts for further discussion and analysis. Reflexive memoing to track positionality and decision making were also employed in this approach to provide rich, multifaceted insights into the shared experiences of academics in a globalised, supercomplex environment, while exploring the intersection of traditional and digital art-making techniques. Conclusions, Expected Outcomes or Findings The principal outcome is a curated sequence of twenty woodblock prints with concise analytic narratives, forming a visual–textual ensemble that advances the notion of the "making academic" as scholarly practice. The suite of prints use carnivalesque humour and collage like juxtaposition to defamiliarise everyday academic routines, exposing tensions between institutional demands and individual attachments under conditions of supercomplexity. This work consolidates arts based approaches as analytic practice, showing how making can operate as method and evidence. It situates optimism, disillusionment and attachment within a transnational field of academic identity and produces accessible artefacts. By synthesising personal experience with the lived experiences of numerous academics this research harnesses the power of imagery to convey complex, nuanced messages about shared academic experiences. The exploration of printmaking’s multiplicity, mediation and materiality generates insights not easily achieved through text alone: multiplicity permits variation of meaning; mediation traces transformations from idea to object; materiality invites embodied viewer responses. In this presentation aspects of the creative process and resulting artworks will be shared to discuss and explore the potential of this work in making visible the often-hidden complexities and emotional textures of academic work. There will be opportunities to engage with these visual-textual ensembles, to consider ways of provoking dialogue about the nature of academic labour while inviting audience reflection on their own experiences in academia. The body of work presents a unique, collective visual memoir of academic life in the 21st century, contributing to a more nuanced understanding of the challenges and opportunities facing academics. Along with the presentation, a series of planned exhibitions and publications will invite international audiences to engage with the affective and structural textures of academic work, provoking sustained dialogue about academic labour and identity in a rapidly changing global context, offering both scholarly insight and public resonance. References Selected References Archer, L. (2008). Younger academics' constructions of 'authenticity', 'success' and professional identity. Studies in Higher Education, 33(4), 385-403. Bakhtin, M. (1984). Rabelais and His World (H. Iswolsky, Trans.). Indiana University Press. Barone, T., & Eisner, E. (2012). Arts based research. Sage Barnett, R. (2000). Realizing the university in an age of supercomplexity. Society for Research into Higher Education & Open University Press. Beckert, J. (2019). The exhausted futures of neoliberalism: From promissory legitimacy to social anomy. Journal of Cultural Economy, 13(3), 318-330. Berlant, L. (2011). Cruel Optimism. Duke University Press. Brunila, K., & Nehring, D. (2023). Introduction: academic capitalism and the affective organisation of academic labour. In D. Nehrig, & K. Brunila, (Eds.), Affective capitalism in Academia: Revealing public secrets (pp. 1-18). Bristol University Press. Clegg, S. (2008). Academic identities under threat? British Educational Research Journal, 34(3), 329-345. Constanti, P., & Gibbs, P. (2004). Higher education teachers and emotional labour. International Journal of Educational Management, 18(4), 243-249. Djerasimovic, S., & Villani, M. (2020). Constructing academic identity in the European higher education space: Experiences of early career educational researchers. European Educational Research Journal, 19(3), 247-268. Henkel, M. (2005). Academic identity and autonomy in a changing policy environment. Higher Education, 49(1-2), 155-176. Lavoie, M., & Caine, V. (2022). Contemplating Framing: Unpacking the Possibilities of Printmaking in Narrative Inquiry. International Review of Qualitative Research, 15(1), 42-61. Leavy, P. (2015). Method meets art: Arts-based research practice. Guilford. Luczaj, K. (2020). Conceptualising the academic periphery: The case of Eastern European academic systems. Globalisation, Societies and Education, 18(5), 511-527. Marginson, S. (2000). Rethinking academic work in the global era. Journal of Higher Education Policy and Management, 22(1), 23-35. McMordie, H., & Stempel, P. (2023). Returning the Artist to the Field: Utilizing Printmaking's Multiplicity, Mediation, and Materiality for Enhanced Science Communication. Interalia. Olssen, M., & Peters, M. A. (2005). Neoliberalism, higher education and the knowledge economy: From the free market to knowledge capitalism. Journal of Education Policy, 20(3), 313-345. Siekkinen, T., Pekkola, E., & Carvalho, T. (2020). Change and continuity in the academic profession: Finnish universities as living labs. Higher Education, 79(3), 533-551. Skea, C. (2021). Emerging neoliberal academic identities: Looking beyond Homo economicus. Studies in Philosophy and Education, 40(4), 399-414. Watermeyer, R. (2015). Lost in the 'third space': The impact of public engagement in higher education on academic identity, research practice and career progression. European Journal of Higher Education, 5(3), 331-347. 22. Research in Higher Education
Paper The Cost of Resilience: Professional Experience of Ukrainian University Teachers Following the Full-Scale Invasion 1: Independent Researcher, Luxembourg; 2: University of Luxembourg, Luxembourg Presenting Author:On February 24, 2022, Russia launched a full-scale invasion of Ukraine, which is still ongoing as in times of writing. Despite the destruction of educational facilities, forced displacement of universities from occupied regions, and the lack of funds, Ukrainian universities continue to function, persevering in teaching and learning. The full-scale invasion had a dramatic effect on all Ukrainians, including university teachers, who are responsible for upholding higher education and preparing future specialists. The existing research documents challenges faced by the University teachers: feelings of depression (Lavrysh et al., 2022), psychological problems (Fiialka, 2022), emotional exhaustion (Tsybuliak et al., 2023a) and decrease in family income (Tsybuliak et al., 2023b). However, the research has rarely discussed how the realities of war impacted university teachers’ everyday practice. Ukrainian higher education institutions (HEIs) are symbolic of the nation's resilience to Russian occupants as they continued to work, firstly, by returning to distance education, mastered during the COVID-19 pandemic, and lately by resuming face-to-face instructions. The proposed presentation aims to highlight, describe, and reflect upon university teachers’ experiences in their own words. The research question, who the presentation will answer, is How has the professional experience of Ukrainian university teachers been since the full-scale Russian invasion? Here, we understand professional experience as a sum of teaching and research/scientific activities that Ukrainian HEIs’ teachers undertake in their respective universities. This study adopts interviews as a method for gathering research data, as the aim is to prompt the participants’ reflexive thoughts (Dewey, 1991) on their practice. Instead of focusing on what happened, reflexive thought fosters considerations of how something happened, for what reasons, and how a person felt and positioned themselves in it, as it is spontaneous and real thinking (Clarà, 2015). We further connect reflexivity with dialogue, as the interviews with participating Ukrainian university teachers are conducted by the fellow Ukrainian university teacher, the first author. Dialogue looks simultaneously towards individual thinking and reflection and the constitution of cultural practices at a specific historical moment (Renshaw, 2004). As such dialogue provides a space for a deeper reflexive thought, stimulated and co-constructed through each others’ utterances, since, as Wells (2007) writes, when individual understanding becomes powerfully enhanced when realised in dialogue the stamps from inquiry and knowing-together. Hence, in dialogue the research is done with the participants, and not on them. The first author, who conducted the interviews, shares cultural and professional identity, language, and experiential base with the research participants, which makes them an insider researcher (Asselin, 2003; Dwyer & Buckle, 2009). Being an insider researcher allowed to prompt more reflexive thoughts, as there was no necessity for establishing the context. Being an insider researcher also brings ethical and methodological challenges as it might be difficult to detach personal from experiences of the participants and to not to impose own ideas on the participants (Pillow, 2003; Finefter-Rosenbluh, 2017). During the interviews, it was important for the authors to provide a space for teachers’ agency without imposing and including ourselves in their stories through engaging in open and respectful dialogue. Overall, recognising and critically reflecting on affordances and challenges of the authors’ positionality, the authors approach interviews as dialogue to provide space for the participants’ authentic self-expression and reflexive thoughts. Methodology, Methods, Research Instruments or Sources Used The research is based on 34 interviews conducted with practising Ukrainian HEIs’ teachers. Interviews allow to engage with research participants individually in a way different from questionnaires, providing dialogic opportunities to probe and clarify what is being said (Atkins & Wallace, 2012). Utilising the first authors’ connections, we use snowball sampling technique, meaning accessing participants through contact information provided by other participants (Noy, 2008). The semi-structured interviews were conducted by the first author over Zoom in Ukrainian language throughout May-July 2024. One challenge in conducting online interviews was the regular power outages in Ukraine that could last for many hours, sometimes a scheduled interview could not happen since there was no electricity to establish connection. All the interviews were recorded with the participants’ consent. The participants were prompted to reflect upon their teaching load, quality of education, relationship with students, research activities, university and international support. The interviews on average lasted around 30-40 minutes. Among 34 interviewed teachers, 24 identified as women and 10 as men. The majority, 29, are in Ukraine, while 5 are abroad. The participants come from across disciplines (social sciences and humanities, art, law, economic studies, life sciences, and medicine). Participants come from across Ukraine, representing 10 different regions, including the capital Kyiv. This research adopts reflexive thematic analysis (Braun & Clarke, 2022) for working with the collected data. Reflexive thematic analysis acknowledges the impossibility of unbiased research, thus it embraces subjectivity, while stimulating constant critical reflection on researchers’ own role in the study. Following the established guidelines, both authors participate in data analysis, reflecting on data, generating codes (e.g. “unity”, “because we have to”, “the war drags on”), before drafting, reviewing after some time, and eventually finalising the themes. The reflexive thematic analysis resulted in three themes: 1) Overworked and overstressed but keep on working, 2) The influence of the invasion on teacher-student relationship, 3) There is support, but I don’t use it. Each of these themes will be discussed during the proposed presentation with more details and quotes. Conclusions, Expected Outcomes or Findings The war changes what it means to be a HEI’s teacher, it makes it impossible to separate the professional from the civil. This study’s participants highlight how their duties, perception of self and their teaching subjects, as well as relationships with students and fellow colleagues, changed following the full-scale invasion. The teachers now feel that the borders between themselves and students are dissolving, as students bombard them with requests across communication channels 24/7, which in turn expands their working hours. At the same time, teachers often provide acceptable minimum grades for students either because they feel empathetic to whatever student is going through, or because students often repeat their attempts to pass, eventually scoring the necessary grade. Because of this and other factors such as the constraints of war, power outages, or decisions of HEI’s administrations, the participants spend more time and effort on teaching, leaving them with no power for any research activities, including the ones offered as a part of international academic support. The only scientific outputs produced by the teachers are conference presentations and articles, that are required by the contracts and the quality of which the teachers are not proud of. While we celebrate the resilience of Ukrainian university teachers in the context of the full-scale invasion, it is important to remember that this resilience comes from somewhere: it blossoms from the feeling of pride in their profession and the quality they aim to uphold, from support and care between each other, from positive relationships with students, and students’ appreciation of their work. This resilience should not be taken for granted. It takes effort and these efforts ought to be supported further by those who have power to do so. References Asselin, M. E. (2003). Insider research: Issues to consider when doing qualitative research in your own setting. Journal for Nurses in Professional Development, 19(2), 99-103. Atkins, L., & Wallace, S. (2012). Qualitative research in education. SAGE Publications. Braun, V., & Clarke, V. (2022). Thematic analysis: A practical guide. SAGE Publications Clarà, M. (2015). What is reflection? Looking for clarity in an ambiguous notion. Journal of Teacher Education, 66(3), 261-271. Dewey, J. (1991). How we think. Prometheus Books. Dwyer, S. C., & Buckle, J. L. (2009). The space between: On being an insider-outsider in qualitative research. International Journal of Qualitative Methods, 8(1), 54-63. Fiialka, S. (2022). Assessment of war effects on the publishing activity and scientific interests of Ukrainian scholars. Knowledge and Performance Management, 6(1), 27-37. Finefter-Rosenbluh, I. (2017). Incorporating perspective taking in reflexivity: A method to enhance insider qualitative research processes. International Journal of Qualitative Methods, 16(1). Lavrysh, Y., Lytovchenko, I., Lukianenko, V., & Golub, T. (2022). Teaching during the wartime: Experience from Ukraine. Educational Philosophy and Theory, 1-8. Noy, C. (2008). Sampling knowledge: The hermeneutics of snowball sampling in qualitative research. International Journal of Social Research Methodology, 11(4), 327-344. Pillow, W. (2003). Confession, catharsis, or cure? Rethinking the uses of reflexivity as methodological power in qualitative research. International Journal Of Qualitative Studies In Education, 16(2), 175-196. Renshaw, P. D. (2004). Dialogic learning teaching and instruction: Theoretical roots and analytical frameworks. In J. van der Linden & P. D. Renshaw (Eds)., Dialogic learning: Shifting perspectives to learning, instruction, and teaching (pp. 1-15). Springer. Tsybuliak, N., Suchikova, Y., Shevchenko, L., Popova, A., Kovachev, S., & Hurenko, O. (2023a). Burnout dynamic among Ukrainian academic staff during the war. Scientific Reports 13(1). Tsybuliak, N., Suchikova, Y., Gurenko, O., Lopatina, H., Kovachov, S., & Bohdanov, I. (2023b). Ukrainian universities at the time of war: From occupation to temporary relocation”. Torture Journal 33(3), 39-64. Wells, G. (2007). Semiotic mediation, dialogue and the construction of knowledge. Human development, 50(5), 244-274. 22. Research in Higher Education
Paper Regulation of Epistemic Uncertainties in Higher Education: A Social Psychology of “Augmented” Identity Crisis among Humanities Scholars 1: Avignon Université, LIRDEF, France; 2: Clermont-Université, LPSC, France Presenting Author:The rapid integration of Generative Artificial Intelligence (GenAI) in higher education has triggered a profound socio-professional disruption, particularly within Humanities and Social Sciences (HSS; Ferret et al., 2025). While institutional discourses often frame this transition through a techno-pedagogical lens, emphasizing innovation, adaptation, and assessment transformation, our longitudinal study reveals a deeper psychosocial crisis. We posit that GenAI does not merely challenge pedagogical methods but fundamentally destabilizes the professional identity of HSS scholars, whose expertise is grounded in the authenticity of writing as proof of critical thought. This paper proposes a social psychology of “augmented” education, exploring how academic communities regulate the epistemic uncertainties introduced by GenAI. We define epistemic uncertainty as the radical incapacity to distinguish human from synthetic authorship, leading to a breakdown in both the didactic contract and interpersonal trust within the academic community. Unlike previous digital transformations, GenAI introduces a creative agent capable of producing scholarly outputs that challenge the traditional distinctiveness of academic expertise (Pasonen, 2025; Brynjolfsson et al., 2025). Research Questions:
Theoretical Framework: Our integrated framework articulates three complementary psychosocial dimensions: 1. Identity Process Theory (Breakwell, 1986; Vignoles et al., 2011) We analyze the crisis through threatened identity principles. Following Endacott (2021) and Pasonen (2025), we hypothesize that GenAI attacks two core dimensions: the distinctiveness of the scholar (if AI writes like a human, what constitutes scholarly expertise?) and self-efficacy (loss of evaluative control). The demand for detection software, despite its technical unreliability, is interpreted not as naive technological solutionism but as a coping strategy to restore professional integrity and boundary work (Nelson & Irwin, 2014). 2. Social Representations of Professional Knowledge (Moscovici, 1988; Jodelet, 2008) We investigate the conflict between competing representations: the institutional view of AI as a “cognitive partner” requiring pedagogical adaptation versus practitioners’ representation of AI as a “viral threat” to the central nucleus of their profession being the evaluation of authentic authorship. This polarization reflects what Wallin et al. (2022) identify as the dual potential of digitalization to either support or undermine professional identity. 3. Collective Efficacy and Identity Work (Bandura, 2000; Watson, 2008) We examine how the academic community shifts from individual distress (“paranoia,” isolation) to collective identity work and normative reconstruction (Pasonen, 2025). By creating new local norms (oral exams, hybrid writing assignments, ethical charters) and deliberative spaces (general assemblies), the community attempts to rebuild “vicarious mastery” over technological disruption. This transition mirrors the movement from professional identity flux to strategic re-territorialization documented in creative knowledge work (Golgeci et al., 2025). Objectives: This study moves beyond the binary “pro-innovation versus anti-cheating” debate to document the hidden psychosocial costs of digital transition. It highlights the specific vulnerability of HSS disciplines, where writing style is inextricably linked to critical thinking, and proposes a model of “augmented professionalization” that integrates epistemic anxiety as a legitimate component of professional development rather than mere resistance to change. By adopting a multicausal perspective (ie. integrating micro-level identity threats, meso-level organizational mediation, and macro-level institutional discourses) we aim to provide actionable insights for supporting academic communities through this socio-professional transformation. Methodology, Methods, Research Instruments or Sources Used Research Context and Corpus This research draws on a unique longitudinal corpus (2024–2026) collected at a mid-sized European university. The study focuses on a specific faculty (Institute) encompassing Culture and Communication, Law, Literature, and Public Administration, disciplines where creative knowledge work and critical writing constitute the core of professional expertise (Donsbach, 2014; Pasonen, 2025). The dataset comprises: 1. Institutional Communications (N=23): Newsletters, training announcements, policy documents issued by the university’s pedagogical support unit, reflecting the “prescribed” discourse of AI integration. 2. Horizontal Professional Exchanges (N=37): Emails and discussion threads from the faculty mailing list, capturing spontaneous reactions, debates, and expressions of professional distress during critical periods (e.g., post-exam sessions, general assemblies). This dual corpus enables analysis of institutional trust ambivalence (Pasonen, 2025) with the tension between top-down techno-pedagogical framing and bottom-up identity protection strategies. Analytical Approach We employ a mixed-methods design combining lexicometric analysis and critical discourse analysis (CDA): Lexicometric Analysis (IRaMuTeQ) The entire corpus is processed using IRaMuTeQ to perform Descending Hierarchical Classification (DHC), identifying stable lexical classes representing distinct discursive worlds (e.g., “security/detection” versus “pedagogy/transformation”). Correspondence Factor Analysis (CFA) visualizes temporal evolution (2024 vs. 2026) and the opposition between institutional and peer-to-peer registers. This approach has proven effective in documenting professional identity flux in digital transformations (Wallin et al., 2022). Critical Discourse Analysis We qualitatively analyze “flashpoint events” (e.g., the February 2025 crisis following widespread suspicion of AI-generated assignments) to identify rhetorical strategies actors use to legitimize positions, appeals to “academic integrity,” “environmental impact,” or “institutional duty.” This analysis reveals the identity work (Watson, 2008; Pasonen, 2025) through which scholars negotiate professional boundaries under technological threat. Temporal Dimension The longitudinal design enables us to track the community’s evolution from individual distress (2024: demands for detection tools, expressions of powerlessness) to collective normative reconstruction (2026: co-created local policies, revaluation of oral assessments). This mirrors Pasonen’s (2025) finding that successful GenAI integration depends less on technical training than on facilitating spaces for collective identity renegotiation. Ethical Considerations All personal data have been anonymized. Analysis focuses on discursive patterns and professional roles rather than individual attribution. Preliminary analysis suggests three interconnected findings: 1. Identity Polarization Across Institutional Levels 2. The “Illusion of Control” Paradox 3. From Individual Distress to Collective Identity Work Conclusions, Expected Outcomes or Findings IRaMuTeQ classification reveals a sharp divide between a “Techno-Pedagogical” cluster (institutional actors emphasizing innovation, training) and a “Forensic-Anxiety” cluster (HSS practitioners focusing on fraud detection, authenticity verification). This polarization confirms threatened professional identity seeking boundary-protecting mechanisms (Breakwell, 1986; Pasonen, 2025), reflecting what Pasonen terms identity of superior capability scholars’ need to assert human expertise. We observe persistent demand for detection tools even among scholars aware of their technical fallibility, suggesting these tools serve a primarily psychological function (restoring justice, efficacy...) rather than a practical one. This extends Pasonen’s (2025) observation of identity empowerment dynamics (ie. the dual-edged nature of technology that simultaneously threatens and potentially reinforces professional agency). The longitudinal perspective reveals a shift from individual complaints (2024–2025: “I can’t trust submissions anymore”) to collective normative reconstruction (2026: oral defenses, hybrid assessment charters). Institutional mediation plays an ambivalent role: technical training provides skills but often fails to address deeper epistemic anxiety, resolved only through peer deliberation in “safe” spaces (General Assemblies). These results support our “Regulation of Epistemic Uncertainties” model, suggesting successful AI integration depends on facilitating collective identity renegotiation rather than purely technical adaptation (Golgeci et al., 2025; Wallin et al., 2022). This aligns with Marzano et al.‘s (2003) demonstration that interventions targeting educators’ “mental set”, including professional beliefs and identity anchor, outperform technical strategies. Our multicausal approach prioritizes the psychosocial dimension as the foundation upon which technical competencies can be sustainably built. This study presents limitations. Our corpus limits generalizability across diverse academic cultures, excludes student voices, limiting understanding of the didactic contract’s bilateral dynamics, and timeframe captures early adaptation; longer-term studies are needed to assess whether collective normative reconstructionproves durable as GenAI evolves. Finally, while our mixed-methods approach reveals discursive patterns, ethnographic observation of actual classroom practices would strengthen ecological validity. References Bandura, A. (2000). Exercise of human agency through collective efficacy. Current Directions in Psychological Science, 9(3), 75-78. https://doi.org/10.1111/1467-8721.00064 Breakwell, G. M. (1986). Coping with threatened identities. Methuen. Brynjolfsson, E., Li, D., & Raymond, L. R. (2025). Generative AI at Work. The Quarterly Journal of Economics, qjae044. https://doi.org/10.1093/qje/qjae044 Budhwar, P., Chowdhury, S., Wood, G., Aguinis, H., Bamber, G. J., Beltran, J. R., Boselie, P., Cooke, F. L., Decker, S., DeNisi, A., Dey, P. K., Guest, D., Knoblich, A. J., Malik, A., Paauwe, J., Papagiannidis, S., Patel, C., Pereira, V., Ren, S., Rogelberg, S., Saunders, M. N. K., Tung, R. L. & Varma, A. (2023). Human resource management in the age of generative artificial intelligence: Perspectives and research directions on ChatGPT. Human Resource Management Journal, 33(3), 606–659. Endacott C. G. (2021).The work of identity construction in the age of intelligent machines[Doctoral dissertation, UC Santa Barbara]. UC Santa Barbara Electronic Theses and Dissertations.https://escholarship.org/uc/item/2kb6p061 Golgeci, I., Ritala, P., Arslan, A., McKenna, B. & Ali, I. (2025). Confronting and alleviating AI resistance in the workplace: An integrative review and a process framework. Human Resource Management Review, 35(2). Ferret, N., Abry, P., Cazabet, R., Magué, J.-P., Gournay, L., Thiburce, & Gabriel, P. (2025). Ce que l’IA fait à l’écriture scientifique : ethnographie participative d’un hackathon interdisciplinaire. Discourse and Writing/Rédactologie (accepted). Jodelet, D. (2008). Le mouvement de retour vers le sujet et l'approche des représentations sociales. Connexions, 89(1), 25-46. https://doi.org/10.3917/cnx.089.0025. Marzano, Marzano, & Pickering (2003). Classroom Management That Works: Research-Based Strategies for Every Teacher) Moscovici, S. (1988). Notes towards a description of social representations. European Journal of Social Psychology, 18(3), 211-250. Nelson, A. J., & Irwin, J. (2014). ”Defining What We Do-All Over Again”: Occupational Identity, Technological Change, and the Librarian/Internet-Search Relationship. Academy of Management Journal, 57(3), 892-928. Pasonen, J. (2025). Leadership and professional identity challenges in GenAI transformation. Master’s Thesis, LUT University. https://lutpub.lut.fi/bitstream/handle/10024/169093/Pro_gradu_Pasonen_Jarno.pdf?sequence=1&isAllowed=y Vignoles, V.L. (2011). Identity Motives. In: Schwartz, S., Luyckx, K., Vignoles, V. (eds) Handbook of Identity Theory and Research. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-7988-9_18 Wallin, A., Nokelainen, P. & Kira, M. (2022). From Thriving Developers to Stagnant Self‑Doubters: An Identity‑Centered Approach to Exploring the Relationship Between Digitalization and Professional Development. Vocations and Learning, 15, 285–316. | ||