Associations between COVID-19 lockdown and post-lockdown on the mental health of pregnant women, postpartum women and their partners from the Queensland family cohort prospective study

Tracking pregnant women's mental health through social media: an analysis of reddit posts

Objectives

Present an artificial intelligence-enabled pipeline for estimating the prevalence of depression and general anxiety among pregnant women using texts from their social media posts. Use said pipeline to analyze mental health trends on subreddits frequented by pregnant women and report on interesting insights that could be helpful for policy-makers, clinicians, etc.

Materials and methods

We used pretrained transformer-based models to build a natural language processing pipeline that can automatically detect depressed pregnant women on social media and carry out topic modeling to detect their concerns.

Results

We detected depressed posts by pregnant women on Reddit and validated the performance of the depression classification model by carrying out topic modeling to reveal that depressive topics were detected. The proportion of potentially depressed surprisingly reduced during the pandemic (2020 and 2021). Queries related to antidepressants, such as Zoloft, and potential ways of managing mental health dominated discourse before the pandemic (2018 and 2019), whereas queries about pelvic pain and associated stress dominated the discourse during the pandemic.

Discussion and Conclusion

Supportive online communities could be a factor in alleviating stress related to the pandemic, hence the reduction in the proportion of depressed users during the pandemic. Stress during the pandemic has been associated with pelvic pain among pregnant women, and this trend is confirmed through topic modeling of depressive posts during the pandemic.

Magnitude of paternal postpartum psychological distress and associated factors in Addis Ababa, Ethiopia: a facility-based cross-sectional study

BACKGROUND

The psychological distress of fathers in the postpartum period can have adverse effects on the well-being of the family and the newborn's development in particular. However, fathers' mental health throughout the postpartum has remained understudied and clinically overlooked in many developing countries, including Ethiopia. This study aims to assess the prevalence of psychological distress among fathers in the postpartum period and to examine the associated factors in an Ethiopian population.

METHODS

A facility-based, cross-sectional study was conducted at Tikur Anbessa Specialized Hospital (TASH) and Gandhi Memorial Hospital (GMH) in Addis Ababa, Ethiopia. A systematic sampling method was employed to include 280 fathers whose partners gave birth 6 to 8 weeks before the interview. Psychological distress was assessed using a validated Amharic version of the Kessler Psychological Distress Scale (K10) through a telephone interview. The collected data was analyzed using SPSS version 26. Descriptive statistics were used to summarize the data. Multivariable logistic regression was run to determine the variables associated with paternal postpartum psychological distress (K10 total score ≥ 7, a validated cut-off score in an urban Ethiopian setting), and odds ratio with 95% confidence intervals were obtained. A two-tailed p-value < 0.05 was considered for statistical significance.

RESULTS

About one-fifth of the fathers endorsed having distress symptoms during the postpartum period. Those with lower income (AOR = 11.31, 95% CI:  4.10, 31.15), unintended pregnancy (AOR = 3.96, 95% CI: 1.02, 15.46), poor social support (AOR =3.28 95% CI: 1.43, 7.50), poor infantile health (AOR = 8.20, 95% CI: 2.35, 28.66)  and maternal postpartum distress (AOR = 12.10,  95% CI: 3.15, 46.48) had significantly higher odds of having paternal postpartum distress.

CONCLUSIONS

Paternal postpartum distress was present in one-fifth of the fathers included in this study. This calls for due attention and efforts for early detection of those at risk of paternal distress and the development of interventions that consider their specific needs.

The impact of family social support on postpartum quality of life among Iranian women: structural equation modelling

OBJECTIVE

To assess the impact of family social support (FSS) on postpartum quality of life (PQOL).

METHODS

This analytical cross-sectional study enrolled postpartum women and asked them to complete the PQOL and FSS questionnaire (FSSQ) between October 2021 and February 2022 in three urban health centres in Shiraz, Iran. Pearson correlation coefficient analysis and multiple regression were used to determine the relationship between the FSS and PQOL variables. Structural equation modelling was used to determine the relationship pathways of the impact of FSS on PQOL.

RESULTS

A total of 240 women were enrolled in the study. The mean ± SD scores of PQOL and FSSQ were 61.63 ± 9.59 and 69.80 ± 11.19, respectively. Family support seeking (7.95) and emotional support seeking (-6.80) were two factors affecting PQOL.

CONCLUSION

Women should be empowered to seek support through education and actions from health workers, especially nurses and midwives, during routine regular prenatal care.

"We Should Be Working Together, and It Felt like They Disrupted That": Pregnant Women and Partners' Experiences of Maternity Care in the First UK COVID-19 Pandemic Lockdown

Pregnant women were identified as being at elevated risk from COVID-19 early in the pandemic. Certain restrictions were placed upon birth partners accompanying their pregnant partner to in-person maternity consultations and for in-patient maternity care. In the absence of a central directive in England, the nature of restrictions varied across maternity services. Eleven participants (seven pregnant women and four partners), who were expectant parents during the first UK COVID-19 pandemic lockdown, took part in serial interviews in pregnancy and the postnatal period. Data were subject to a reflexive thematic analysis. Four main themes were identified, with sub-themes: uncertainty and anxiety (uncertainty and anxiety about COVID-19, uncertainty and anxiety about maternity services); disruption of partnering and parenting role; complexity around entering hospital spaces (hospitals offering protection while posing threat, individual health professionals in inflexible systems); and attempting to feel in control. Separating couples may result in disruption to their anticipated roles and significant distress to both partners, with potential impacts for mental health and future family relationships. Trauma-informed perspectives are relevant for understanding parents' experiences of maternity care in the pandemic and identifying ways to improve care to promote and protect the mental health of all parents.

The social predictors of paternal antenatal mental health and their associations with maternal mental health in the Queensland Family Cohort prospective study

Antenatal depression (AND) affects 1 in 10 fathers, potentially negatively impacting maternal mental health and well-being during and after the transition to parenthood. However, few studies have assessed the social predictors of paternal AND or their possible associations with maternal mental health. We analysed data from 180 couples participating in the Queensland Family Cohort longitudinal study. Both parents completed surveys measuring mental health, relationship quality, social support, and sleep quality at 24 weeks of pregnancy. Mothers also completed the same surveys 6 weeks' postpartum. Antenatal depression, stress, and anxiety were highest among fathers reporting lower social support and higher sleep impairment. Maternal AND, stress, and anxiety were higher among mothers reporting higher physical pain and poor sleep quality. Postnatally, mothers reporting lower social support also reported higher depression, anxiety, stress, and psycho-social well-being. While there were no significant associations between AND among fathers and maternal antenatal or postnatal depression, an exploratory analysis revealed that mothers whose partners reported lower antenatal social support also reported lower postnatal social support and higher postnatal depression. Our findings highlight the importance of including data among fathers to achieve a whole family approach to well-being during the transition to parenthood.