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Childbirth is a life-transforming event often followed by a time of heightened psychological vulnerability in the mother. There is a growing recognition of the importance of obstetrics aspects in maternal well-being with the way of labor potentially influencing psychological adjustment following parturition or failure thereof. Empirical scrutiny on the association between mode of delivery and postpartum well-being remains limited. We studied 685 women who were on average 3 months following childbirth and collected information concerning mode of delivery and pre- and postpartum mental health. Analysis of variance revealed that women who had cesarean section or vaginal instrumental delivery had higher somatization, obsessive compulsive, depression, and anxiety symptom levels than those who had natural or vaginal delivery as well as overall general distress, controlling for premorbid mental health, maternal age, education, primiparity, and medical complication in newborn. Women who underwent unplanned cesarean also had higher levels of childbirth-related PTSD symptoms excluding those with vaginal instrumental. The risk for endorsing psychiatric symptoms reflecting clinically relevant cases increased by twofold following unplanned cesarean and was threefold for probable childbirth-related PTSD. Maternal well-being following childbirth is associated with the experienced mode of delivery. Increasing awareness in routine care of the implications of operative delivery and obstetric interventions in delivery on a woman’s mental health is needed. Screening at-risk women could improve the quality of care and prevent enduring symptoms. Research is warranted on the psychological and biological factors implicated in the mode of delivery and their role in postpartum adjustment.

Free-text analysis using machine learning (ML)-based natural language processing (NLP) shows promise for diagnosing psychiatric conditions. Chat Generative Pre-trained Transformer (ChatGPT) has demonstrated preliminary initial feasibility for this purpose; however, whether it can accurately assess mental illness remains to be determined. This study evaluates the effectiveness of ChatGPT and the text-embedding-ada-002 (ADA) model in detecting post-traumatic stress disorder following childbirth (CB-PTSD), a maternal postpartum mental illness affecting millions of women annually, with no standard screening protocol. Using a sample of 1295 women who gave birth in the last six months and were 18+ years old, recruited through hospital announcements, social media, and professional organizations, we explore ChatGPT’s and ADA’s potential to screen for CB-PTSD by analyzing maternal childbirth narratives. The PTSD Checklist for DSM-5 (PCL-5; cutoff 31) was used to assess CB-PTSD. By developing an ML model that utilizes numerical vector representation of the ADA model, we identify CB-PTSD via narrative classification. Our model outperformed (F1 score: 0.81) ChatGPT and six previously published large text-embedding models trained on mental health or clinical domains data, suggesting that the ADA model can be harnessed to identify CB-PTSD. Our modeling approach could be generalized to assess other mental health disorders.

Background Postpartum posttraumatic stress disorder (PP-PTSD) is a prevalent, yet often unrecognized mental health problem, particularly in low- and middle-income countries. Moreover, the long-term effects of PP-PTSD symptoms on maternal well-being and child socioemotional development beyond the first year postpartum remain largely unknown. This study focused on the association between PP-PTSD symptoms within one year after childbirth and maternal depressive symptoms and child behavioral problems two years later. Methods Russian women ( n  = 419) completed the City Birth Trauma Scale and the Edinburgh Postnatal Depression Scale evaluating symptoms of PP-PTSD and postpartum depression (PPD) via a web-based survey. Mothers also filled in the Beck Depression Inventory that assessed their depressive symptoms and the Child Behavior Checklist that assessed child’s behavioral problems 2.24 years later. Results The regression analysis showed a significant association between PP-PTSD and elevated depressive symptoms 2 years later even after adjustment for PPD (β = 0.19, 95% Confidence Interval 0.11, 0.26, p  < 0.01). Children of mothers with higher PP-PTSD symptoms had higher internalizing, externalizing, and total behavioral problems, independent of PPD and concurrent depressive symptoms (β > 0.12, p  < 0.01 for all). Conclusions Childbirth-related PTSD presents risk for maternal psychological well-being and child socioemotional development beyond comorbidity with maternal depression. Raising awareness about PP-PTSD among families, communities, healthcare providers, and policymakers is essential in order to decrease stigma of childbirth-related distress, particularly, in low- and middle-income countries like Russia, improve support system during the postpartum period, promote mother–infant bonding in affected women, and, thus, prevent long-term consequences of traumatic childbirth for maternal and child mental health outcomes. Clinical trial number Not applicable.

The aim of the study is to investigate the changes in the maternal healthcare system during the pandemic and their associations with maternal mental health in Russia. A sample of Russian women who gave birth during the first year of the COVID-19 pandemic (n = 1645) and matched controls, i.e., women who gave birth before the COVID-19 pandemic (n = 611), completed an anonymous Internet survey about recent childbirth. They were assessed for childbirth-related posttraumatic stress disorder (PTSD) and postpartum depression (PPD). Clinically relevant symptoms of PPD and PTSD were high before the pandemic and showed no significant change during the pandemic (p = 0.48 and p = 0.64, respectively). We found a notable increase in the frequency of obstetric violence (p = 0.015) during the pandemic, which, in turn, has a strong correlation with birth-related PTSD and PPD. The problem of ethical communication with patients among maternal healthcare professionals is acute in Russia, and it has been exacerbated by the pandemic. Family and doula support during labor can be a potential protective factor against obstetric violence.

Background One third of all childbirths are experienced as traumatic, which is a risk for developing birth-related PTSD (BR-PTSD). Understanding factors that increase the level of BR-PTSD symptoms (BR-PTSS) is crucial for the development of adequate preventive strategies. Most previous research has utilised general PTSD measurements, which negatively impacts its validity. This study therefore aimed to assess associated factors for BR-PTSS using a birth-specific instrument. Methods In this cross-sectional study, BR-PTSS was measured using City Birth Trauma Scale. Information on prenatal and birth-related associated factors and comorbid symptoms of postpartum depression was collected via a self-report questionnaire including Childbirth Experience Questionnaire 2. Independent significant associated factors were analysed using single and multiple linear regression. The results were controlled for comorbidity with postpartum depression. Results Independent significant associated factors were previous traumatic experience, primiparity, complications in pregnancy or childbirth, and a negative subjective experience of childbirth. When controlling for comorbidity with postpartum depression, significant associated factors were primiparity, complications in pregnancy or childbirth and a negative subjective experience of childbirth. Conclusions This study identifies a negative subjective experience of birth as the most important associated factor for BR-PTSS and highlights the importance of modifiable factors. Our findings indicate that implementation of care acknowledging past trauma and primiparity, and evaluating the birth experience can help identify individuals with higher BR-PTSS. Future research should explore the effect on BR-PTSS when evaluating strategies focused on preventing and mitigating the experience of complications in pregnancy and birth, providing safe and supportive care, and promoting agency and self-efficacy during labour.

Our goal was to examine the trajectory of bonding impairment across the first 6 months postpartum in the context of maternal risk, including maternal history of childhood abuse and neglect and postpartum psychopathology, and to test the association between self-reported bonding impairment and observed positive parenting behaviors. In a sample of women with childhood abuse and neglect histories (CA+, n  = 97) and a healthy control comparison group (CA−, n  = 53), participants completed questionnaires related to bonding with their infants at 6 weeks, 4 months, and 6 months postpartum and psychopathology at 6 months postpartum. In addition, during a 6-month postpartum home visit, mothers and infants participated in a dyadic play interaction subsequently coded for positive parenting behaviors by blinded coders. We found that all women, independent of risk status, increased in bonding with their infant over the first 6 months postpartum; however, women with postpartum psychopathology (depression and posttraumatic stress disorder [PTSD]) showed consistently greater bonding impairment scores at all timepoints. Moreover, we found that, at the 6-month assessment, bonding impairment and observed parenting behaviors were significantly associated. These results highlight the adverse effects of maternal postpartum depression and PTSD on mother–infant bonding in early postpartum in women with child abuse and neglect histories. These findings also shed light on the critical need for early detection and effective treatment of postpartum mental illness in order to prevent problematic parenting and the development of disturbed mother–infant relationships. Results support the use of the Postpartum Bonding Questionnaire as a tool to assess parenting quality by its demonstrated association with observed parenting behaviors.

Survivors of childhood maltreatment (CM) may experience difficulties in the peripartum period and in adjustment to motherhood. In this study we examined a model wherein CM is associated with maternal self-efficacy and maternal bonding three months postpartum, through mediation of peripartum dissociation and reduced sense of control during childbirth and postpartum-posttraumatic-stress disorder (P-PTSD). Women were recruited in a maternity ward within 48 h of childbirth (T1, N = 440), and contacted three-months postpartum (T2, N = 295). Participants completed self-report questionnaires: peripartum dissociation, sense of control (T1), and CM, P-PTSD, postpartum-depression, maternal self-efficacy and bonding (T2). Obstetrical data were collected from medical files. Structural equation modeling was conducted to test the hypothesized model, controlling for mode of delivery and postpartum-depression. Reported CM included child emotional neglect (CEN; 23.5%), child emotional abuse (CEA; 16.3%), child sexual abuse (CSA; 12.9%) and child physical abuse (CPA; 7.1%). CM was positively associated with peripartum dissociation and P-PTSD (p < .001). Peripartum dissociation was positively associated with P-PTSD (p < .001). P-PTSD was negatively associated with maternal self-efficacy (p < .001) and maternal bonding (p < .001). Association between CM and maternal self-efficacy and bonding was serially mediated by peripartum dissociation and P-PTSD, but not by sense of control. Findings remained significant after controlling for mode of delivery and postpartum-depression. CM is a risk factor for adjustment to motherhood, owing to its effects on peripartum dissociation and P-PTSD. Implementation of a trauma-informed approach in obstetric care and recognition of peripartum dissociative reactions are warranted.

Background Although childbirth is frequently described as a positive experience, the transition to parenthood can be challenging and many postpartum women suffer from mental health problems. Nevertheless, the utilization of treatment and counseling services remains low. To improve this, it is necessary to examine the likelihood of and barriers to help-seeking among postpartum women. There is a paucity of research on postpartum posttraumatic stress disorder (PTSD), that addresses these issues, especially when considering both types of postpartum PTSD, namely childbirth-related PTSD (CB-PTSD) and general PTSD (gPTSD). Thus, we examined differences in the likelihood of and barriers to help-seeking between postpartum women with CB-PTSD, gPTSD, and women who were not affected by clinically relevant symptoms of these two mental health problems. Methods Data from the cross-sectional study INVITE were used, consisting of n  = 3,875 telephone interviews with women between 6 weeks and 6 months after childbirth. CB-PTSD was assessed using the City Birth Trauma Scale and gPTSD using a short version of the Primary Care Posttraumatic Stress Disorder Screen for DSM-5. Women were asked about their likelihood of and specific barriers to help-seeking through self-developed questionnaires. Analyses of covariance were conducted to examine group differences and multiple regression analyses to investigate associations between symptom severity and the likelihood of help-seeking. Results Groups did not differ in their likelihood of help-seeking. Additionally, the severity of the symptoms did not predict the likelihood of help-seeking. Post-hoc comparisons revealed more overall barriers among women with CB-PTSD compared to non-affected women. Concerning different types of barriers, women affected by CB-PTSD or gPTSD reported more instrumental barriers than non-affected women. More barriers related to fears about treatment and stigmatization were only reported by women with CB-PTSD compared to non-affected women but not by women with gPTSD. Significant associations with socio-demographic confounders were found in all analyses. Conclusions Reducing instrumental barriers, e.g. through outreach services or financial subsidies, seems to be key in order to improve access to services for postpartum women with CB-PTSD or gPTSD. Since women with CB-PTSD reported more fears about treatment and stigmatization, education about CB-PTSD among perinatal women and health professionals may also be important.

The aim of this study was to investigate the association of postpartum post-traumatic stress disorder (PP-PTSD) symptoms and subjective rates of traumatic birth experience with past traumatic life events (physical and sexual assault, child abuse, perinatal loss, previous traumatic birth experience, and the cumulative traumatic experience). A sample of Russian women (n = 2579) who gave birth within the previous 12 months, filled in a web-based survey, where they reported demographic and obstetric characteristics and past traumatic experiences, evaluated their birth experience (0 = not traumatic, 10 = extremely traumatic), and completed the City Birth Trauma Scale (CBiTS). We found that PP-PTSD symptoms were higher among women who previously experienced physical (F = 22.02, p < 0.001) and sexual (F = 15.98, p < 0.001) assault and child abuse (F = 69.25, p < 0.001), with only associations with child abuse (F = 21.14, p < 0.001) remaining significant for subjective rates of traumatic birth experience. Perinatal loss and previous traumatic birth showed moderate but inconsistent effects. Support during labor did not have a buffering effect for participants with past traumatic experiences but showed a universally protective effect against PP-PTSD. Trauma-informed practices and allowing women to have a supportive birth team of choice during childbirth are promising avenues to minimize the incidence of PP-PTSD and improve the childbirth experience for all women.

Although continuous support during childbirth is recommended by the World Health Organization (WHO) and has well-established benefits, the practice is still not routinely implemented in all maternity settings. We studied the possible effect of an additional lay companion (other than the partner) on childbirth experience and postpartum post-traumatic stress disorder (PTSD). Two hundred and forty-six women, who gave birth in maternity wards of a large tertiary health center in Israel, responded to questionnaires in person at 1–4 days (Demographic questions and the childbirth experience questionnaire) and on-line at 8–10 weeks postpartum (City Birth Trauma Scale). Obstetric data were taken from the medical files. Women who were accompanied by their partners and an additional companion were lower in birth-related PTSD symptoms (M = 1.17, SD = 2.61) than women accompanied by only their partner (M = 1.53, SD = 2.79) (F(2, 240) = 4.0, p < 0.05). Women who had a single companion (M = 1.44, SD = 2.61) showed more birth-related PTSD symptoms than women who had two or more companions (M = 1.17, SD = 2.52) (F(1, 241) = 6.4, p < 0.05). In addition, women who had a single companion were higher in general PTSD symptoms (M = 3.91, SD = 4.73) than women who had two or more companions (M = 2.31, SD = 4.29) (F(1, 241) = 4.2, p < 0.05). No differences were found in childbirth experiences of women with single or multiple companions. Allowing more than one lay companion (other than the partner) may be a simple cost-effective way of providing beneficial support in all birth settings, promoting respectful maternity care and reducing childbirth-related PTSD levels and by that future psychopathology sequela.