Nurs Res. 2024;73(3):178-187. doi: 10.1097/NNR.0000000000000713. Epub 2024 Feb 6.
Postpartum women experience an array of psychological symptoms that are associated with adverse health behaviors and outcomes including postpartum suicidal ideation and long-term depression. To provide early management of postpartum psychological symptoms, it is important to understand how the symptom experiences change over time.
The aim of this study was to examine maternal psychological symptom trajectories over 2, 6, 15, and 24 months postpartum using latent class growth analysis and to examine how each trajectory is associated with maternal depression outcome at 24 months.
We used secondary data from the Family Life Project ( N = 1,122) and performed multitrajectory latent class growth analysis based on four observed symptom variables (depression, anxiety, somatization, and hostility). After the final model was identified, bivariate analyses were conducted to examine the association between each trajectory and (a) individual characteristics and (b) outcome (Center for Epidemiologic Studies Depression Scale [CES-D]) variables.
A four-class model was selected for the final model because it had better fit indices, entropy, and interpretability. The four symptom trajectories were (a) no symptoms over 24 months, (b) low symptoms over 24 months, (c) moderate symptoms increasing over 15 months, and (d) high symptoms increasing over 24 months. More postpartum women with the trajectory of high symptoms increasing over 24 months (Trajectory 4) were in low economic status (92.16%), unemployed (68.63%), or did not complete 4-year college education (98.04%). Most postpartum women (95.56%) in Trajectory 4 also had higher CES-D cutoff scores, indicating a possible clinical depression at 24 months postpartum.
Postpartum women who experience increasing symptom trajectories over 15-24 months (Trajectories 3 and 4) could benefit from tailored symptom management interventions provided earlier in the postpartum period to prevent persistent and worsening symptom experiences.
产后女性会经历一系列心理症状,这些症状与不良健康行为和结果有关,包括产后自杀意念和长期抑郁。为了对产后心理症状进行早期管理,了解症状体验随时间的变化非常重要。
本研究旨在使用潜在类别增长分析来检查产后 2、6、15 和 24 个月的产妇心理症状轨迹,并检查每个轨迹与 24 个月时产妇抑郁结局的关系。
我们使用家庭生活项目(N=1122)的二次数据,并基于四个观察到的症状变量(抑郁、焦虑、躯体化和敌意)进行多轨迹潜在类别增长分析。在确定最终模型后,进行了双变量分析,以检查每个轨迹与(a)个体特征和(b)结局(流行病学研究中心抑郁量表[CES-D])变量之间的关系。
选择了一个四类别模型作为最终模型,因为它具有更好的拟合指数、熵和可解释性。四个症状轨迹分别为:(a)24 个月内无症状;(b)24 个月内低症状;(c)15 个月内症状逐渐增加;(d)24 个月内症状逐渐增加。更多的处于 24 个月内症状逐渐增加的轨迹(轨迹 4)的产后女性处于较低的经济地位(92.16%)、失业(68.63%)或未完成 4 年大学教育(98.04%)。大多数处于轨迹 4 的产后女性(95.56%)的 CES-D 截断值得分也较高,这表明她们在产后 24 个月时可能患有临床抑郁症。
在 15-24 个月期间经历症状逐渐增加轨迹(轨迹 3 和 4)的产后女性可能会受益于更早提供的定制症状管理干预措施,以预防持续和恶化的症状体验。