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Record W4220905134 · doi:10.33137/utjph.v3i1.37612

Turning intimate spaces into digital classrooms: Public health students’ experiences of learning and doing critical qualitative research in pandemic times

2022· article· en· W4220905134 on OpenAlexaff
Kristie Serota, Madison Giles, David J. Kinitz

Bibliographic record

VenueUniversity of Toronto Journal of Public Health · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsPublic Health OntarioUniversity of Toronto
Fundersnot available
KeywordsQualitative researchReflexivityConstruct (python library)SociologyNarrativeVisual artsPedagogyPsychologyComputer scienceArtSocial science

Abstract

fetched live from OpenAlex

Throughout the COVID-19 pandemic, burgeoning health researchers have been tasked with learning how to conduct critical qualitative health research from the intimate spaces of their homes. In this presentation, we, three public health students, highlight our experiences as learners and doers of critical qualitative methods to demonstrate the challenges and triumphs that co-exist with pursuing our academic goals during a global pandemic. We employ a critical, reflexive narrative approach to storying our experiences of learning and practicing critical qualitative health research methods from the (dis)comfort of our homes during the pandemic. Using diverse theoretical lenses, including embodiment and poststructuralism, we story our experiences of navigating the blurry boundaries created by our necessary participation in the digital world. We construct and present these stories using arts-based qualitative research methods that were introduced to us in our courses and readings through the Centre for Critical Qualitative Health Research. Stitching together words to create poetry, fabric to construct a quilt, and pictures and writing to articulate experiences, these stories explore how the transformation of our intimate space into an academic and research space impacts the experience of learning to be a critical qualitative health researcher. David uses creative analytic writing practices through memos and journals, paired with photography, to express his experience as a learner. He draws on embodiment, attuning himself to the body to better understand his experiences. Through the medium of poetry, Madison grapples with the reality of being a digital student - letting her anxieties, curiosities, and questions stumble out to make sense of her virtual self. Finally, Kristie uses quilting to construct a material representation of the Zoom experience, exploring the intimacy and alienation of the digital classroom. Through our stories, we hope to create space to deeply consider what it means to be an online learner and an online being. Through these three interwoven stories, we expose our vulnerabilities to carve out space to reflect on our needs and desires to thrive in digital learning environments.

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)0.069
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.062
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0690.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0000.002
Open science0.0010.001
Research integrity0.0000.001
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 head0.555
GPT teacher head0.657
Teacher spread0.101 · 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.

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

Citations0
Published2022
Admission routes1
Has abstractyes

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