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Record W4408957070 · doi:10.1177/10497323241309230

Positioning Positionality and Reflecting on Reflexivity: Moving From Performance to Practice

2025· article· en· W4408957070 on OpenAlexaff
Kaitlin R. Sibbald, Shanon Phelan, Brenda L. Beagan, Tara Pride

Bibliographic record

VenueQualitative Health Research · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicQualitative Research Methods and Ethics
Canadian institutionsWestern UniversityDalhousie University
Fundersnot available
KeywordsReflexivityAcknowledgementQualitative researchIdentity (music)SociologyPublic relationsProcess (computing)Qualitative propertyEpistemologySocial sciencePolitical scienceComputer scienceAesthetics

Abstract

fetched live from OpenAlex

Researcher reflexivity and acknowledgement of positionality are emerging as key concepts for evaluating the quality of qualitative research. Collectively, we explore the relationship between reflexivity and positionality statements as reflexive practice, considering who benefits, who has authority, and our expectations of each other as qualitative researchers. Moving between examples of doing reflexivity in practice and what is often requested of authors during the peer review and editorial processes, we challenge the idea that positionality statements in the form of identity disclosures ought to be taken as the token performance of reflexive work, despite their frequent use as such. We begin by outlining the role and purpose of reflexivity in qualitative research and follow by examining the turn toward identity disclosure as fulfilling this purpose. Following, we examine the ways in which a "shopping list" positionality statement can create disproportionate risk, reinforce stereotypes, and homogenize researchers identifying with marginalized groups, without necessarily benefiting the research process or how research is communicated. In addition, we present alternative ways of doing and communicating reflexivity in qualitative research that, although not without their own challenges, allow reflexivity to take up the space it deserves during the research process and dissemination.

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)0.124
metaresearch head score (Gemma)0.061
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.587
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1240.061
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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 head0.807
GPT teacher head0.793
Teacher spread0.014 · 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; both teacher heads agree on what is shown here.

Study designQualitative
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

Citations28
Published2025
Admission routes1
Has abstractyes

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