The best healthcare (commodity) available (for purchase): provider-induced demand for obstetric ultrasonography among ethnic minority women in rural northern Vietnam
Notice bibliographique
Résumé
Despite Vietnam's overall progress on maternal health indicators, marginalized ethnic minorities in remote areas face lower access to antenatal care and higher maternal mortality rates relative to the Kinh (majority ethnic group). Last year, we conducted fieldwork for 2 qualitative research projects that aimed to address maternal health inequities among pregnant ethnic minority women in rural Northern Vietnam. Although not the focus of our research, the use of ultrasonography services at for-profit private clinics was ubiquitous in participants' healthcare-seeking accounts. Ultrasound scans from for-profit clinics were a major component of ethnic minority women's antenatal care: many purchased 8 to 10 scans during pregnancy at $6.15 US dollars per scan, despite their limited agricultural income of $120 to $205 per month. Women were unaware of how many scans were recommended and their medically indicated scheduling, but purchased frequent scans to assuage pregnancy anxieties and access what they experienced as the highest-quality antenatal service. In tandem, for-profit ultrasonography providers offered broader opening hours, immediate results, and rich technological scans, which seemed to deliver poor families the most tangible "value" for their hard-earned money. Previous literature documented the concerning overuse of ultrasonography among Kinh women in urban Vietnam: What are the implications of this trend extending to affect rural-dwelling ethnic minority women who face lower education, economic marginalization, and a 4-fold higher maternal mortality rate? Our findings raise concerns related to safety, financial vulnerability and provider-induced demand, and broader health policy questions regarding healthcare commodities in low-resource settings. Critically, there is no evidence of the effect of obstetrical ultrasound on reducing maternal mortality in low- and middle-income countries, and its excess use could burden available resources and detract from evidence-based services. Our findings suggest that health system gaps are driving poor women toward frequent purchases of a single insufficient maternal health commodity: this will not improve their pregnancy outcomes or health equity for marginalized ethnic minorities. We argue that addressing this overuse of ultrasonography due to provider-induced demand requires a multipronged response that meets women's growing expectations. Our findings highlight the need for investment in health education, health promotion, and reliable high-quality public maternal healthcare for ethnic minority communities in Vietnam.
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».