MétaCan
Menu
Back to cohort
Record W3180447214

Dual-status academics: What makes for meaningful identity-work?

2021· article· en· W3180447214 on OpenAlexaboutno aff
Virginia King, Jan Smith, Jennie Billot, Lynn Clouder

Bibliographic record

VenuePure (Coventry University) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Governance and Development
Canadian institutionsnot available
Fundersnot available
KeywordsIdentity (music)Work (physics)SociologyDual (grammatical number)Public relationsPolitical scienceAestheticsEngineeringLinguisticsArtPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

Within the predominance of managerial culture in universities, academics are facing two conflicting systems of meaning. The normative values of academic professionalism appear to collide with the tenets of managerialism; and while the organisation moves to adopt a hybrid form that incorporates both systems (Shams, 2019), academic staff are pressured to reconcile consequent and contradictory identity claims. By aligning their working practices and relationships with their professional values, academics may encounter competing compliance and accountability requirements. Inhabiting the dual-status of academic and doctoral candidate leads to conflicting activity systems (Clouder et al, 2019) and, akin to practitioner-researchers, colleagues experience ‘a fluid and complex relationship between the two identities’ (Rayner et al, 2015:158). Elements of doctoral candidature offer excitement and an enhanced sense of self-efficacy (Dann et al, 2018), but tensions arise when the implied contract between the two roles - promised by their university - ruptures. Dual-status academics report a range of impositions (Smith et al, 2019) that interfere with their potential to complete their doctorate, resulting in frustration. Having previously documented the experiences of dual-status academics from a more functional perspective, the theme of the conference encourages us to now re-examine their accounts as to how the concept of ‘meaningfulness’ plays out in this contested space. Holding two identities within this unique space demands exceptional skills of negotiating the university system and culture, particularly where staff are undertaking doctoral study in response to institutional pressure. The ways in which staff/student identity was fluidly managed and commitment to both roles sustained, indicates the need for further exploration of the emotive dimension associated with multiple-role development. We will draw on notions such as ‘integrated professional identity’ (Arvaja, 2017:302), ‘reassembling’ (Zukas & Malcolm, 2019:259) and hybridisation (Shams, 2019) to interrogate the values, authenticity, and meaningfulness to be found in dual-status academics’ narratives. References Arvaja, M. (2018). Tensions and striving for coherence in an academic’s professional identity work. Teaching in Higher Education, 23(3), 291-306. https://doi.org/10.1080/13562517.2017.1379483 Clouder, L., Billot, J., King, V., & Smith, J. (2020). Friend or foe: The complexities of being an academic and a doctoral student in the same institution. Studies in Higher Education, 45(9), 1961–1972 https://doi.org/10.1080/03075079.2019.1643307 Dann, R., Basford, J., Booth, C., O'Sullivan, R., Scanlon, J., Woodfine, C., & Wright, P. (2018). The impact of doctoral study on university lecturers' construction of self within a changing higher education policy context. Studies in Higher Education, 44, 1166-1182. https://doi.org/10.1080/03075079.2017.1421155 Rayner, S., Lord, J., Parr, E., & Sharkey, R. (2015). ‘Why has my world become more confusing than it used to be?’ Professional doctoral students reflect on the development of their identity. Management in Education, 29(4), 158-163. https://doi.org/10.1177/0892020614567247 Shams, F. (2019). Managing academic identity tensions in a Canadian public university: the role of identity work in coping with managerialism. Journal of Higher Education Policy and Management, 41(6), 619-632. https://doi.org/10.1080/1360080X.2019.1643960 Smith, J., Billot, J., Clouder, L., & King, V. (2020). Juggling competing activities: Academic staff as doctoral candidates. Higher Education Research & Development, 39(3), 591–605. https://doi.org/10.1080/07294360.2019.1685945 Zukas, M., & Malcolm, J. (2019). Reassembling academic work: a sociomaterial investigation of academic learning, Studies in Continuing Education, 41(3), 259-276. https://doi.org/10.1080/0158037X.2018.1482861

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.914
Threshold uncertainty score0.559

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.029
GPT teacher head0.288
Teacher spread0.258 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venuePure (Coventry University)Same topicHigher Education Governance and DevelopmentFrench-language works237,207