Identification of postpartum symptom informedness and preparedness typologies and their associations with psychological health: A latent class analysis

Abstract

Background

Birthing parents, defined as postpartum women and people with various gender identities who give birth, commonly experience challenging postpartum symptoms. However, many report feeling uninformed and unprepared to navigate their postpartum health.

Objective

To identify typologies of postpartum symptom informedness and preparedness using latent class analysis (LCA) and to examine the associated patient and healthcare characteristics.

Methods

We used survey data from a large, multi-method, longitudinal research project Postnatal Safety Learning Lab. Participants were recruited using convenience sampling and enrolled between November 2020 and June 2021. LCA was used to identify subgroups of birthing parents with different symptom informedness and preparedness using 10 binary variables (N = 148). Bivariate analysis was conducted to examine the association between characteristics and each typology.

Findings

The 3-class models had better fit indices and interpretability for both informedness and preparedness typologies: High, High-moderate, and Moderate-low. The sample characteristics were different by typologies. In the modified discrimination in medical settings assessment, we found higher discrimination scores in the moderate-low informedness and preparedness typologies. The moderate-low preparedness typology had a higher percentage of birthing parents who did not have private insurance, underwent cesarean section, and planned for formula or mixed infant feeding. The median PHQ-4 scores at 4 weeks postpartum were lower among those in high informedness and preparedness typologies.

Conclusion

In our sample, 18 to 21 % of birthing parents were in the moderate-low informedness or preparedness typologies. Future research and practice should consider providing tailored information and anticipatory guidance as a part of more equitable and supportive care.