DocuLuma
EntrarCriar conta
ES-MXPT-BREN-IN
Início/Académico e investigación/Joint modelling of mental health markers through pregnancy

🔗

Documento apenas de índice

Este documento está listado apenas como metadado com link para a fonte original: a licença não permite re-distribuição ou não geramos pré-visualização. Consulte o documento no site de origem.

Ir para o site de origem ↗

Fonte: World Bank Open Knowledge Repository

Por que não hospedamos este arquivo?

A licença deste documento não permite que redistribuamos cópias. Listamos seus metadados verificados e vinculamos à fonte oficial, onde o arquivo está sempre atualizado.

Documentos relacionados

Ghana : 2005 External Review of Public Financial Management, Volume 1, Main Report
PDF

Ghana : 2005 External Review of Public Financial Management, Volume 1, Main Report

Washington, DC

62 pág · PDF · 5,1 MB

🛡 CC BY 3.0⬇ 0
Financial Sector Assessment Program Update : Philippines - Focused Update of the Basel Core Principles for Effective Banking Supervision
PDF

Financial Sector Assessment Program Update : Philippines - Focused Update of the Basel Core Principles for Effective Banking Supervision

World Bank, Washington, DC

22 pág · PDF · 968,3 KB

🛡 CC BY 3.0⬇ 0
Firm Networks and Global Technology Diffusion
PDF

Firm Networks and Global Technology Diffusion

Washington, DC: World Bank

52 pág · PDF · 4,5 MB

🛡 CC BY 3.0⬇ 0
Enhancing the Safety and Resilience of Dams in the Context of Climate Change and Extreme Hydrological Events: Technical Note
PDF

Enhancing the Safety and Resilience of Dams in the Context of Climate Change and Extreme Hydrological Events: Technical Note

Washington, DC: World Bank

80 pág · PDF · 1,6 MB

🛡 CC BY-NC 3.0⬇ 0
Measuring Job Accessibility
PDF

Measuring Job Accessibility

Washington, DC: World Bank

34 pág · PDF · 1,6 MB

🛡 CC BY 3.0⬇ 0
Global Rapid Post-Disaster Damage Estimation (GRADE) Report
PDF

Global Rapid Post-Disaster Damage Estimation (GRADE) Report

Washington, DC: World Bank

29 pág · PDF · 1,3 MB

🛡 CC BY-NC 3.0⬇ 0

Joint modelling of mental health markers through pregnancy

Taylor and Francis

🛡CC BY-NC-ND 3.0 IGOUso permitido com atribuição
páginas
4
Formato
PDF
Tamanho
188,1 KB
Visualizações
0
Downloads
0

Fonte: World Bank Open Knowledge Repository ↗ · Relatar problema

Compartilhado porBhargav Banerjee›

Resumo

Maternal depression and anxiety through pregnancy have lasting societal impacts. It is thus crucial to understand the trajectories of its progression from preconception to postnatal period, and the risk factors associated with it. Within the Bayesian framework, we propose to jointly model seven outcomes, of which two are physiological and five non-physiological indicators of maternal depression and anxiety over time. We model the former two by a Gaussian process and the latter by an autoregressive model, while imposing a multidimensional Dirichlet process prior on the subject-specific random effects to account for subject heterogeneity and induce clustering. The model allows for the inclusion of covariates through a regression term. Our findings reveal four distinct clusters of trajectories of the seven health outcomes, characterising women's mental health progression from before to after pregnancy. Importantly, our results caution against the loose use of hair corticosteroids as a biomarker, or even a causal factor, for pregnancy mental health progression. Additionally, the regression analysis reveals a range of preconception determinants and risk factors for depressive and anxiety symptoms during pregnancy.

DocuLuma
SobrePolítica de direitos autoraisAviso de remoçãoTermos de contribuiçõesPrivacidadeContato

© 2026 DocuLuma · Documents for Every Idea. Os documentos exibidos pertencem a seus autores e fontes originais, e são vinculados conforme suas licenças.