JMIR Publications

ABSTRACT

Background:

While the negative effects of postpartum depression on maternal-infant bonding are well-documented, our understanding of how it exerts these effects remains incomplete. A better understanding of how maternal postpartum depression affects bonding can enable clinicians to better identify and support mothers with difficulties bonding with their children.

Objective:

To describe the bonding experiences of mothers with postpartum depression through analysis of short-form videos and user engagement.

Methods:

We collected publicly available highly-viewed TikTok videos using hashtags associated with postpartum depression and associated engagement metrics in May 2023. After manual screening, we extracted 533 videos related to the mother-infant bond, from which we analyzed a random subset of 159 videos. We abstracted from categories videos using a hybrid deductive and inductive approach. Negative binomial regression models of video likes, views, shares, and comment count were used with content categories and the creator’s numbers of followers as independent variables.

Results:

Abstraction of content from mother-infant bond videos resulted in six categories: (1) Emotional lability/Obsessive thoughts and reactive behaviors; (2) Stressors of motherhood yield escapism; (3) Overwhelmed by demands of caregiving; (4) Subverted expectations; (5) Enduring and finding strength through the challenge of postpartum depression; and (6) Can’t remember early life. Subverted expectations and Emotional lability/Obsessive thoughts and reactive behaviors categories were associated with increased views (rate ratio [RR] 1.72, 95% CI 1.22-2.43; RR 1.61, 95% CI 1.09-2.38), likes (RR 3.61, 95% CI 2.55-5.11; RR 3.96, 95% CI 2.69-5.85), shares (RR 2.95, 95% CI 2.09-4.18; RR 2.45, 95% CI 1.66-3.61), and comments (RR 2.78, 95% CI 1.97-3.94; RR 1.89, 95% CI 1.28-2.79), respectively. Sensitivity analysis with creators with fewer followers mostly aligned with these results.

Conclusions:

This qualitative content analysis of short-form videos identified specific ways postpartum depression impacts the mother-infant bond, highlighting strategies for clinicians to support bonding. Analysis of engagement metrics further demonstrated the types of experiences that most resonate with viewers. Our findings demonstrate the potential of this qualitative method to augment understanding of lived experiences.