Peer-reviewed article
Childhood traumatic experiences and postpartum depression: a mixed methods narrative study.
McDonald M, Jiang R, Gopi S, Payne JL, Tong X ·
Summary
Written by AI, not yet AICS's view · claude-haiku-4-5-20251001This study examines the relationship between childhood traumatic experiences and postpartum depression in 143 women. Researchers analyzed open-ended narratives about childhood trauma to identify recurring themes and used sentiment analysis to measure emotional language. The study found three main trauma themes (familial adversity, verbal/emotional abuse, and relocation) but no significant association between the emotional tone of trauma narratives and postpartum depression severity over six months.
Key points
- Three primary themes of childhood trauma emerged: familial adversity, verbal/emotional abuse, and childhood relocation
- Sentiment analysis showed predominantly negative language across all trauma narratives
- No significant associations were found between sentiment scores and postpartum depression symptomatology through six months postpartum
- The study suggests that open-ended narrative prompts may help identify and characterize childhood adversity in clinical settings
Limitations
This study focuses on maternal mental health outcomes rather than child well-being, and does not directly evaluate impacts on children's survival, development, protection, or participation. The findings about postpartum depression in mothers are relevant to children's indirect welfare but not to child-focused interventions or outcomes.
Abstract
Purpose Postpartum depression (PPD) is a significant public health concern with profound effects on the health and well-being of women, children, and families. A growing body of research has identified an association between childhood traumatic experiences and an increased risk of PPD. This study aims to elucidate potentially underrecognized childhood experiences that are perceived as traumatic or particularly formative, and to examine whether linguistic features in brief trauma narratives are associated with PPD symptomatology. Methods This analysis included data from 143 participants who provided narrative responses to an open-ended item on the Childhood Traumatic Events Scale (CTES). Topic modeling and thematic analysis were used to identify recurring trauma-related themes, while dictionary-based sentiment analysis quantified the emotional valence of participants' responses. Pearson's correlation analyses examined associations between sentiment scores and PPD severity across four postpartum time points (Week 2, Week 6, Month 3, and Month 6). Results Three primary themes emerged: (1) familial adversity, (2) verbal/emotional abuse, and (3) childhood relocation or moving. Across all narratives, sentiment scores indicated predominantly negative language. No significant associations were found between sentiment scores and PPD symptomatology through six months postpartum. Conclusion Expanding assessment tools to include open-ended narrative prompts may strengthen the identification and characterization of childhood adversity in both research and clinical settings. Further research is needed to better understand whether and how narrative language reflects perinatal mental health. Clinical trial number Not applicable.