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Record W4404754637 · doi:10.1080/16070658.2024.2427979

Perceived barriers and enablers for consuming a diverse diet in women residing in resource-poor communities in Cape Town, South Africa: a qualitative study

2024· article· en· W4404754637 on OpenAlexfundno aff
Samukelisiwe S. Madlala, Jillian Hill, Ernesta Kunneke, Mieke Faber

Bibliographic record

VenueSouth African Journal of Clinical Nutrition · 2024
Typearticle
Languageen
FieldHealth Professions
TopicFood Security and Health in Diverse Populations
Canadian institutionsnot available
FundersCanadian Psychiatric AssociationNational TreasuryDivision of Research Capacity DevelopmentSouth African Medical Research Council
KeywordsCapeResource (disambiguation)GeographyQualitative researchSocioeconomicsEnvironmental planningEnvironmental resource managementSociologyArchaeologySocial scienceEnvironmental scienceComputer science

Abstract

fetched live from OpenAlex

Background: Several studies have shown that South Africans consume a diet low in variety.Objective: To explore the barriers and enablers for consuming a diverse diet in resource-poor communities around Cape Town.Design: A qualitative study design was used. Data were collected from focus-group discussions (FGDs) conducted in Afrikaans, IsiXhosa, and English, using a semi-structured guide.Setting: Twelve community sites in Cape Town, South Africa.Subjects: Study participants were 24 Black and 21 Mixed-ancestry women (n = 45) with a mean age of 49.7 ± 7.8 years.Results: Fourteen FGDs were conducted with an average of three participants per FGD. Six themes were identified from the FGDs, which included nutrition knowledge, perceptions of dietary diversity and its impact on health, individual factors, and social, physical environment, and societal influences on food choices. Perceived barriers to consuming a diverse diet included financial constraints, high food prices, and family taste preferences. Perceived enablers identified were individual taste preferences, access to food stores, community food aid, and food-store specials. Proposed facilitators to achieving a diverse diet included budgeting, income-generation activities, lowering food prices, and increasing community food aid.Conclusions: The findings of this study suggest that financial constraints, high food prices, and social factors limit the ability of women from resource-poor communities to consume a diverse diet and make healthy food choices. Public health interventions aimed at promoting healthier food choices and reducing diet-related diseases should address financial barriers and the cost of food.

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)0.012
metaresearch head score (Gemma)0.004
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 score0.036
Threshold uncertainty score0.938

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.324
GPT teacher head0.512
Teacher spread0.188 · 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

Citations3
Published2024
Admission routes1
Has abstractyes

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