多项式logistic回归
心理学
抑郁症状
社会支持
伤害预防
萧条(经济学)
毒物控制
自杀预防
社会经济地位
逻辑回归
生命历程法
脆弱性(计算)
人口学
发展心理学
临床心理学
精神科
医学
医疗急救
社会心理学
焦虑
计算机科学
内科学
人口
计算机安全
经济
机器学习
社会学
宏观经济学
作者
Seulki Ku,Denise M. Werchan,Xin Feng,Clancy Blair
出处
期刊:Development and Psychopathology
[Cambridge University Press]
日期:2024-04-02
卷期号:: 1-14
被引量:1
标识
DOI:10.1017/s0954579424000117
摘要
Abstract Although new mothers are at risk of heightened vulnerability for depressive symptoms, there is limited understanding regarding changes in maternal depressive symptoms over the course of the postpartum and early childhood of their child’s life among rural, low-income mothers from diverse racial backgrounds. This study examined distinct trajectories of depressive symptoms among rural low-income mothers during the first five years of their child’s life, at 6, 15, 24, and 58 months, using data from the Family Life Project ( N = 1,292). Latent class growth analysis identified four distinct trajectories of maternal depressive symptoms, including Low-decreasing (50%; n = 622), Low-increasing (26%; n = 324), Moderate-decreasing (13%; n = 156), and Moderate-increasing (11%; n = 131) trajectories. Multinomial logistic regression demonstrated that higher perceived financial strain and intimate partner violence, and lower social support predicted higher-risk trajectories ( Low-increasing , Moderate-decreasing , and Moderate-increasing) relative to the Low-decreasing trajectory. Compared to the Low-decreasing trajectory, lower neighborhood safety/quietness predicted to the Low-increasing trajectory. Moreover, lower social support predicted the Moderate-increasing trajectory, the highest-risk trajectory, compared to those in Moderate-decreasing . The current analyses underscore the heterogeneity on patterns of depressive symptoms among rural, low-income mothers, and that the role of both proximal and broader contexts contributing to distinct trajectories of maternal depressive symptoms over early childhood.
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