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Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women

Background: Subgroups of individuals sharing similar patterns of postpartum depression (PPD) among Chinese women are unknown thus far. Using a group-based trajectory model, this study aimed to explore the subgroups of Chinese primiparous women that share similar patterns of PPD and to explore the pr...

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Autores principales: Xiong, Juan, Fang, Qiyu, Huang, Lingling, Yan, Xinyi, Zheng, Xujuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658394/
https://www.ncbi.nlm.nih.gov/pubmed/36362479
http://dx.doi.org/10.3390/jcm11216249
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author Xiong, Juan
Fang, Qiyu
Huang, Lingling
Yan, Xinyi
Zheng, Xujuan
author_facet Xiong, Juan
Fang, Qiyu
Huang, Lingling
Yan, Xinyi
Zheng, Xujuan
author_sort Xiong, Juan
collection PubMed
description Background: Subgroups of individuals sharing similar patterns of postpartum depression (PPD) among Chinese women are unknown thus far. Using a group-based trajectory model, this study aimed to explore the subgroups of Chinese primiparous women that share similar patterns of PPD and to explore the predictors of PPD trajectory membership over the course of the first six months postpartum. Methods: In total, 674 first-time Chinese mothers were recruited, and their depression status was assessed using the Edinburgh Postnatal Depression Scale (EPDS) at four time points. Findings: Around 18.0% of participants belonging to Group 1 labeled as “few or no symptoms” remained stable, with an EPDS score of less than 5 during a six-month postpartum period. Almost one-third of subjects fell within the second trajectory, labeled “subclinical but present symptoms”, and peaked into the range of mild PPD but mostly stayed in the minimal range and had few or no PPD symptoms. Group 3 included 31.2% of women labeled “minor PPD status”, and their mean EPDS scores increased to a peak of 14.66 at six weeks postpartum. Group 4, with “major PPD status”, comprised 19.2% of the population, and the mean EPDS scores dramatically increased, reaching a peak of 19.59 at 12 weeks postpartum. Fewer types of support and not attending parenting training were associated with membership in the minor and major PPD status trajectories. Conclusions: Almost half of the Chinese new mothers in the study were found to fall into the two groups with minor or major PPD status trajectories, who should be given more attention and awareness from health professionals and researchers. Understanding predictors of group membership could help health providers to identify folks to prioritize getting connected to care as well as forming targeted interventions. Less degree of received support and not attending parenting training were identified to predict PPD trajectory membership. The regular, routine screening of PPD should be conducted at least 12 weeks postpartum, especially for new mothers in the major PPD status trajectory.
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spelling pubmed-96583942022-11-15 Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women Xiong, Juan Fang, Qiyu Huang, Lingling Yan, Xinyi Zheng, Xujuan J Clin Med Article Background: Subgroups of individuals sharing similar patterns of postpartum depression (PPD) among Chinese women are unknown thus far. Using a group-based trajectory model, this study aimed to explore the subgroups of Chinese primiparous women that share similar patterns of PPD and to explore the predictors of PPD trajectory membership over the course of the first six months postpartum. Methods: In total, 674 first-time Chinese mothers were recruited, and their depression status was assessed using the Edinburgh Postnatal Depression Scale (EPDS) at four time points. Findings: Around 18.0% of participants belonging to Group 1 labeled as “few or no symptoms” remained stable, with an EPDS score of less than 5 during a six-month postpartum period. Almost one-third of subjects fell within the second trajectory, labeled “subclinical but present symptoms”, and peaked into the range of mild PPD but mostly stayed in the minimal range and had few or no PPD symptoms. Group 3 included 31.2% of women labeled “minor PPD status”, and their mean EPDS scores increased to a peak of 14.66 at six weeks postpartum. Group 4, with “major PPD status”, comprised 19.2% of the population, and the mean EPDS scores dramatically increased, reaching a peak of 19.59 at 12 weeks postpartum. Fewer types of support and not attending parenting training were associated with membership in the minor and major PPD status trajectories. Conclusions: Almost half of the Chinese new mothers in the study were found to fall into the two groups with minor or major PPD status trajectories, who should be given more attention and awareness from health professionals and researchers. Understanding predictors of group membership could help health providers to identify folks to prioritize getting connected to care as well as forming targeted interventions. Less degree of received support and not attending parenting training were identified to predict PPD trajectory membership. The regular, routine screening of PPD should be conducted at least 12 weeks postpartum, especially for new mothers in the major PPD status trajectory. MDPI 2022-10-23 /pmc/articles/PMC9658394/ /pubmed/36362479 http://dx.doi.org/10.3390/jcm11216249 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Xiong, Juan
Fang, Qiyu
Huang, Lingling
Yan, Xinyi
Zheng, Xujuan
Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title_full Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title_fullStr Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title_full_unstemmed Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title_short Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
title_sort group-based trajectory analysis for postpartum depression symptoms among chinese primiparous women
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9658394/
https://www.ncbi.nlm.nih.gov/pubmed/36362479
http://dx.doi.org/10.3390/jcm11216249
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