MétaCan
Menu
Retour à la cohorte
Enregistrement W4406987044 · doi:10.1186/s12978-025-01943-0

Examining the associations between social support and postpartum depression symptoms among adolescent mothers in Nairobi, Kenya

2025· article· en· W4406987044 sur OpenAlexfundno aff
Luwam T. Gebrekristos, Anthony Idowu Ajayi, Allison K. Groves, Caroline W. Kabiru

Notice bibliographique

RevueReproductive Health · 2025
Typearticle
Langueen
DomaineMedicine
ThématiqueMaternal Mental Health During Pregnancy and Postpartum
Établissements canadiensnon disponible
Organismes subventionnairesNational Institute on Minority Health and Health DisparitiesAfrican Population and Health Research CenterInternational Development Research CentreStyrelsen för Internationellt Utvecklingssamarbete
Mots-clésReproductive medicinePostpartum depressionDepression (economics)Public healthMedicineSocial supportEnvironmental healthPostpartum periodPregnancyPsychiatryPsychologyNursingSocial psychologyBiology

Résumé

récupéré en direct d'OpenAlex

Globally, adolescent mothers are at increased risk for postpartum depression (PPD). In Kenya, 15% of adolescent girls become mothers before the age of 18. While social support can buffer a mother’s risk of PPD, there are gaps in knowledge as to whether—and which types—of social support are protective for adolescent mothers in Kenya. Understanding the associations between support and postpartum depression symptoms among adolescent mothers can inform mental health interventions. Cross-sectional data of adolescent mothers ≤ 1 year postpartum (aged 14–19 years old) in an informal settlement in Nairobi, Kenya (N = 193) were used in analyses. Participants with scores ≥ 10 on the Patient Health Questionnaire-9 were classified as having postpartum depressive symptoms. To fully examine the different ways that social support might matter for adolescent mothers, we examined several domains of social support: child’s father support during pregnancy, parental support during pregnancy, parental support of girl’s education, membership in a social club, having a good female friend and having a supportive female adult one can turn to for help. We used bivariate and adjusted modified Poisson regression with robust standard errors to examine the associations between support measures and depressive symptoms, controlling for relevant covariates. One-quarter of participants experienced postpartum depressive symptoms (24.9%). Adolescent mothers who reported their mothers or their fathers as being very supportive of girls’ education had a lower risk of depressive symptoms (ARR 0.35, 95% CI 0.20–0.61; ARR:0.34, 95% CI 0.13–0.90, respectively) than those whose mothers or fathers were less supportive. Adolescent mothers who had a good female friend to confide in had decreased risk of depressive symptoms (ARR 0.61; 95% CI 0.37–0.99). Having a mother or father being very supportive of girls’ education and having a good female friend reduced risk of depressive symptoms. With the unique challenges of early childbearing and high adolescent birth rates in Kenya, interventions which increase parental and peer support during pregnancy and the postpartum period could improve adolescent mothers’ mental health. Adolescent mothers are at increased risk for postpartum depression (PPD) as compared to older mothers. In Kenya, 15% of adolescent girls give birth before the age of 18. Social support can reduce a mother’s risk of PPD. Yet no studies focus on understanding whether social support reduce adolescent mothers’ risk of PPD symptoms in Kenya. Understanding the associations between support and postpartum depression symptoms among adolescent mothers can help in developing mental health interventions. We used data from 193 adolescent mothers ≤ 1 year postpartum (aged 14–19 years old) in an informal settlement in Nairobi, Kenya. Our analysis shows that 24.9% of adolescent mothers experienced depressive symptoms. Depressive symptoms were lower for adolescent mothers who reported that their mothers or their fathers were very supportive of girls’ education. Also, adolescent mothers who had a good female friend to confide in had lower depressive symptoms. In sum, having a mother or father being very supportive of girls’ education and having a good female friend reduced risk of depressive symptoms. Interventions that increase parental and peer support during pregnancy and the postpartum period could improve adolescent mothers’ 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 machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,001
score de la tête « metaresearch » (Gemma)0,003
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,153
Score d'incertitude au seuil0,305

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,003
Méta-épidémiologie (sens strict)0,0000,001
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0010,000
Communication savante0,0010,001
Science ouverte0,0010,001
Intégrité de la recherche0,0000,001
Charge utile insuffisante (le modèle a refusé de juger)0,0020,000

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 Opus0,033
Tête enseignante GPT0,333
Écart entre enseignants0,300 · 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 source (Gemma direct ou Codex distillé), pas un consensus.

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

Citations7
Publié2025
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueReproductive HealthMême sujetMaternal Mental Health During Pregnancy and PostpartumTravaux en français237 207