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Record W1981182196 · doi:10.1080/13648470.2013.853597

Fear and loathing in New England: examining the health-care perspectives of homeless people in rural areas

2013· article· en· W1981182196 on OpenAlexaff
Rob Whitley

Bibliographic record

VenueAnthropology and Medicine · 2013
Typearticle
Languageen
FieldHealth Professions
TopicHomelessness and Social Issues
Canadian institutionsDouglas Mental Health University Institute
FundersDartmouth College
KeywordsThematic analysisHealth careQualitative researchRural areaStigma (botany)Rural healthPsychologyOptimal distinctiveness theorySocial stigmaMedicineGerontologyPsychiatrySocial psychologySociologyFamily medicineEconomic growth

Abstract

fetched live from OpenAlex

Little anthropological research has been conducted on the health care perspectives of homeless people in rural areas. The aim of the present study is to elicit health-care beliefs, and examine overall health experience among a sample of current or recently homeless people in rural New Hampshire. Thirteen qualitative interviews were conducted, 11 with single men. Interviews were audio-recorded and transcribed, and analyzed using thematic analysis. Despite a massive burden of disease and illness, almost all participants reported an abiding aversion to doctors, hospitals and professional health care. Participants reported numerous negative encounters with doctors and health care professionals, often of a demeaning and disparaging nature. Participants noted that these encounters resulted in frequent cases of misdiagnosis and iatrogenesis. In contrast, participants spoke more fondly of other social and voluntary services, for example homeless organizations. Like other rural New Englanders, participants made their own individual efforts to maintain and promote health, for example by pursuing hobbies or prayer. The findings are contextualized within literature suggesting that these perspectives are generally shared by other poor rural people. Consistent with this literature, the findings suggest that homelessness in rural areas is often temporary and episodic. As such, this paper brings into question the distinctiveness and overall utility of the concept: 'the rural homeless'. The key determinant of negative attitudes to health care may not be recent homelessness. It may be entrenched socio-economic marginalization, and the resultant social stigma, that are shared amongst the rural poor, regardless of their current housing status.

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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.031
Threshold uncertainty score0.865

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.032
GPT teacher head0.411
Teacher spread0.379 · 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 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

Citations30
Published2013
Admission routes1
Has abstractyes

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