Disabling sexualities: Exploring the impact of the intersection of HIV, disability and gender on the sexualities of women in Zambia
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Women with a disability are often characterised as a homogenous social group consigned to a cultural stereotype with assumptions of dependence, asexuality and gender neutrality. Furthermore, there is a void of research about the experience of people with disabilities following diagnosis with HIV. Little is known about how HIV diagnosis intersects with disability and gender and how it shapes the experiences of intimacy and gender roles of those negotiating this intersection. OBJECTIVE: The objective of this study was to explore how HIV, disability and gender shape the perspectives of HIV-positive women with disabilities regarding intimacy and gender roles. METHODS: Twelve women in Lusaka, Zambia were recruited for in-depth semi-structured interviews to explore their experiences of having a disability and living with HIV. Interviews were conducted in English, Bemba, Nyanja and Zambian sign language. Descriptive and thematic analyses were conducted, followed by in-depth gender analyses of data relating to intimacy and gender roles. RESULTS: Data analysis led to the identification of two main themes: the impact of HIV diagnosis on intimate relationships amongst the participants; and the disruption and renegotiation of gender roles. These findings demonstrate the loss of intimacy (often decided by the participants) and changes in women's gender roles (infrequently decided by them). CONCLUSIONS: The narrow approaches to sexuality and HIV that reinforce misconceptions and stereotypes need to change. In their place should be inclusive and disability and sex-positive approaches that are informed by the diverse realities of women's lives. Further research is needed to develop stronger evidence of the impact of HIV and disability on gender roles and sexuality.
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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 | 0.005 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.006 |
| Scholarly communication | 0.000 | 0.001 |
| 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 it