Innovating the Study of Context: Using a Qualitative Study on Subjugation and Resistance to Explore the Utility of Foucauldian Governmentality as a Framework for Enriching Situational Analyses
Bibliographic record
Abstract
Situational analysis has, as an emerging poststructuralist approach to grounded theory, recently grown in use across a diverse range of disciplines and substantive areas. In this paper, we consider the complementarity of Foucauldian governmentality as a theoretical framework for supporting and enriching situational analyses. Our work is based on the findings of a recent study, informed by situational analysis, in which we interviewed 27 HIV-positive (n=16) and HIV-negative (n=11) gay men ages 50 and over about their health care experiences, and used these data to examine processes of subjugation and resistance reflected in their accounts. Drawing on our analytical process, we consider the utility of governmentality in identifying salient discursive forces within a situation of interest, in theorizing how contextual factors operate on and influence the experiences of key actors in a field of inquiry, and in generating insight on fluid uses of power within an area under examination.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.048 | 0.069 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".