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Enregistrement W6980332108

The burden of poor mental health on parenting in mothers living with HIV in Zimbabwe

2023· dissertation· en· W6980332108 sur OpenAlexaboutno aff

Notice bibliographique

RevueUCL Discovery (University College London) · 2023
Typedissertation
Langueen
DomaineMaterials Science
ThématiqueMagnetic Properties and Applications
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMental healthQuarter (Canadian coin)Human immunodeficiency virus (HIV)Gold standard (test)Competence (human resources)Sample (material)Primary careSocioeconomic status
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Background
\nMothers living with HIV are at increased risk of comorbidities, including mental health
\nconditions. Mental health condition rates may be high yet often undiagnosed and
\nuntreated. This study aimed to assess the prevalence and factors associated with
\nmental health conditions in mothers living with HIV and their association with parenting
\nbehaviour.
\nMethods
\nFirstly, the 8-item Shona Symptom Questionnaire (SSQ-8), which identifies the risk of
\ncommon mental disorders (CMD), was validated in a sample of 264 primary care clinic
\nattendees compared to a gold standard, using a receiver operating characteristic curve
\nto identify the optimal cut point of 6. The next phase used data from 485 mothers living
\nwith HIV, participating in a cluster-randomised controlled trial evaluating parenting and
\nincome interventions, to explore the prevalence of and risk factors for CMD, defined
\nas a 3-category ordinal variable (no CMD, CMD at one timepoint, CMD at both
\ntimepoints). I also investigated the association of CMD with parenting stress, parenting
\nsense of competence and discipline. Lastly, a comprehensive parenting intervention
\nwas evaluated using mixed methods and guided by the MRC guidance to evaluate
\ncomplex interventions.
\nResults
\nThe SSQ-8 was found to have good validity when compared to the clinical
\nassessments conducted by psychologists using the gold standard, Structured Clinical
\nInterview for DSM-V (SCID). In the sample living with HIV, the optimal cut-off was ≥6
\nwith an area under the curve of 89% (95% CI: 83%–93%). A quarter (N=127, 25.7%)
\nof the 495 mothers in our sample experienced repeat CMD symptoms and a further
\n33.5% experienced CMD symptoms at one timepoint, with no difference by trial arm.
\nAssociated risk factors for CMD included food insecurity (aOR=2.23 (1.32, 3.78)
\np=0.003); domestic violence (aOR=3.12 (95% CI: 1.71, 5.70) p<0.001); mobility problems (aOR=2.71 (1.55, 4.72) p<0.001); increased pain and discomfort (aOR=1.61
\n(0.19, 2.43) p=0.015), low resilience (aOR=0.61 (0.42, 0.89) p=<0.010) and low
\npostpartum bonding (aOR=3.13 (1.78, 5.52) p<0.001). CMD was associated with
\nincreased parenting stress. Mean parenting stress (total score) standard deviation
\nscores (SD) were higher among mothers with repeat CMD symptoms (97.1, SD 15.0)
\ncompared to those with CMD symptoms at one timepoint (84.8, SD 14.8) and those
\nwithout CMD symptoms (78.0, SD 12.8). Children of parents with repeat CMD were
\nalmost three times as likely to have been spanked >20 times as opposed to children
\nwith no CMD symptoms (14.2% vs 5.0%). A multivariate model found no association
\nbetween repeat CMD symptoms and harsh discipline after adjusting for parenting
\nstress. The process evaluation provided evidence that complex parenting
\ninterventions are feasible, but there is a need to foresee and address potential
\ncontextual and individual barriers to uptake. A major learning point was that future
\ninterventions targeting mothers living with HIV should consider lessons learnt from the
\nCHIDO intervention and seek to comprehensively address risk factors not only
\naffecting their parenting outcomes but their mental health.
\nConclusion
\nThe SSQ-8 has been shown to be valid for the use of screening common mental
\ndisorders in a population with high HIV prevalence. There is a high burden of mental
\nhealth conditions in mothers living with HIV. These mothers have been shown to be at
\nrisk of experiencing depressive symptoms at different trajectories of their parenting
\njourney, with several risk factors identified. Therefore, there is a need for interventions
\naimed at improving parenting and child outcomes and also to target addressing the
\nrisk factors associated with poor maternal mental health.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,000
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Qualitatif · Signal consensuel: Qualitatif
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,506
Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0000,000
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,001
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

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.

Tête enseignante Opus0,008
Tête enseignante GPT0,212
Écart entre enseignants0,204 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeQualitatif
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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