A structured
literature search was conducted using the Elicit semantic engine which searched
for academic papers from Semantic Scholar and OpenAlex. The query, “How do
patterns of social media use (e.g., time spent, type of content) relate to depressive symptoms in postpartum women?” yielded 50 relevant
papers. Screening criteria included postpartum population (≤12 months
postpartum), assessment of social media use, validated depression measurement,
quantitative data, and examination of social media–depression relationships.
Four studies met inclusion criteria, encompassing diverse methodologies: one
longitudinal cohort (Zhang et al., 2020), two cross-sectional studies (Kıyak
& Batı, 2024; Kinser et al., 2021), and one randomized controlled trial (Guevara et al., 2023).