Beyond postpartum depression: posttraumatic stress-depressive response following childbirth

African american womens' experience of birth traum

OBJECTIVE

This study will seek to understand the lived experiences of birth trauma among African American women.

BACKGROUND

Racial discrimination affects society and individuals, both physically and mentally. Racial discrimination has the capacity to affect birth outcomes (Alhusen et al., 2016). Overall, adverse pregnancy outcomes in general have been found to be higher in African Americans than in Caucasians (Christian et al., 2012). Reducing disparities in birth outcomes has been said to be a national priority in the U.S for some time (Sage MacDorman, 2011); yet, the problem still exists, with no known decreases in reporting. One important initiative to decrease the risk of further problems is to understand the lived experiences of birth trauma and racism.

METHODS

This study used a descriptive phenomenological approach to understand the lived experiences of birth trauma among African American women.

RESULTS

There were six themes that consistently emerged from participants narratives: (1) feeling alone, (2) feeling misunderstood, (3) doubting oneself/feeling incapable, (4) loss of hope, (5) feeling angry, and (6) prompt to action.

CONCLUSION

Understanding the lived experiences of birth trauma can contribute to greater empathy and understanding. It may also contribute to changing policies and/or changes in responses. By seeking to understand the lived experiences of a minority population, the study may impact initiatives aimed at reducing disparities in birth outcomes.

A diagnostic questionnaire for childbirth related posttraumatic stress disorder: a validation study

BACKGROUND

Labor and delivery can entail complications and severe maternal morbidities that threaten a woman's life or cause her to believe that her life is in danger. Women with these experiences are at risk for developing posttraumatic stress disorder. Postpartum posttraumatic stress disorder, or childbirth-related posttraumatic stress disorder, can become an enduring and debilitating condition. At present, validated tools for a rapid and efficient screen for childbirth-related posttraumatic stress disorder are lacking.

OBJECTIVE

We examined the diagnostic validity of the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, for detecting posttraumatic stress disorder among women who have had a traumatic childbirth. This Checklist assesses the 20 Diagnostic and Statistical Manual of Mental Disorders, posttraumatic stress disorder symptoms and is a commonly used patient-administrated screening instrument. Its diagnostic accuracy for detecting childbirth-related posttraumatic stress disorder is unknown.

STUDY DESIGN

The sample included 59 patients who reported a traumatic childbirth experience determined in accordance with the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, posttraumatic stress disorder criterion A for exposure involving a threat or potential threat to the life of the mother or infant, experienced or perceived, or physical injury. The majority (66%) of the participants were less than 1 year postpartum (for full sample: median, 4.67 months; mean, 1.5 years) and were recruited via the Mass General Brigham's online platform, during the postpartum unit hospitalization or after discharge. Patients were instructed to complete the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, concerning posttraumatic stress disorder symptoms related to childbirth. Other comorbid conditions (ie, depression and anxiety) were also assessed. They also underwent a clinician interview for posttraumatic stress disorder using the gold-standard Clinician-Administered PTSD Scale for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. A second administration of the Checklist was performed in a subgroup (n=43), altogether allowing an assessment of internal consistency, test-retest reliability, and convergent and diagnostic validity of the Checklist. The diagnostic accuracy of the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, in reference to the Clinician-Administered PTSD Scale for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, was determined using the area under the receiver operating characteristic curve; an optimal cutoff score was identified using the Youden's J index.

RESULTS

One-third of the sample (35.59%) met the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, criteria for a posttraumatic stress disorder diagnosis stemming from childbirth. The Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, symptom severity score was strongly correlated with the Clinician-Administered PTSD Scale for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, total score (ρ=0.82; P<.001). The area under the receiver operating characteristic curve was 0.93 (95% confidence interval, 0.87-0.99), indicating excellent diagnostic performance of the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. A cutoff value of 28 optimized the sensitivity (0.81) and specificity (0.90) and correctly diagnosed 86% of women. A higher value (32) identified individuals with more severe posttraumatic stress disorder symptoms (specificity, 0.95), but with lower sensitivity (0.62). Checklist scores were also stable over time (intraclass correlation coefficient, 0.73), indicating good test-retest reliability. Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, scores were moderately correlated with the depression and anxiety symptom scores (Edinburgh Postnatal Depression Scale: ρ=0.58; P<.001 and the Brief Symptom Inventory, anxiety subscale: ρ=0.51; P<.001).

CONCLUSION

This study demonstrates the validity of the Posttraumatic Stress Disorder Checklist for Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition, as a screening tool for posttraumatic stress disorder among women who had a traumatic childbirth experience. The instrument may facilitate screening for childbirth-related posttraumatic stress disorder on a large scale and help identify women who might benefit from further diagnostics and services. Replication of the findings in larger, postpartum samples is needed.

Post-traumatic change and resilience after childhood maltreatment: Impacts on maternal mental health over the postpartum period

BACKGROUND

Mothers with a history of childhood maltreatment (CM) are particularly vulnerable to postpartum mental health changes. Variability in mental health trajectories is present over the first 18-months postpartum. Little is known about the potentially unique impacts of post-traumatic change or resilience on later postpartum mental health.

METHODS

Participants (N = 97) completed questionnaires over the first 18-months postpartum measuring demographic risk, mental health symptoms, traumatic experiences, and resilience. Mothers also completed an interview measure coded for post-traumatic changes at 6-months postpartum. Multinomial logistic regression models examined post-traumatic change and resilience factors as predictors of mothers' longitudinal latent mental health trajectory.

RESULTS

Three classes of latent postpartum mental health emerged: low-symptom, vulnerable, and chronic high-risk. Mothers reporting stronger positive post-traumatic changes were more likely to be in the low-symptom class than the chronic high-risk class (B = -1.082, p = .01). Mothers reporting stronger negative post-traumatic changes were more likely to be in the vulnerable class (B = 0.778, p = .006) or chronic high-risk class (B = 0.906, p = .046) than the low-symptom class. Resilience was not predictive of mental health class.

LIMITATIONS

Findings are correlational, and causal effects between post-traumatic growth and mental health symptoms cannot be assumed. Mothers who consented to the interview may not be fully representative of all women who have experienced CM, limiting generalizability of findings.

CONCLUSIONS

Positive post-traumatic change is associated with reduced psychopathology. These findings may assist in identification of mothers at greater risk of adverse postpartum outcomes and futher inform interventions focused on enhancing positive changes in post-traumatic cognitions.

Preventing posttraumatic stress disorder following childbirth: a systematic review and meta-analysis

OBJECTIVE

Women can develop posttraumatic stress disorder in response to experienced or perceived traumatic, often medically complicated, childbirth; the prevalence of these events remains high in the United States. Currently, no recommended treatment exists in routine care to prevent or mitigate maternal childbirth-related posttraumatic stress disorder. We conducted a systematic review and meta-analysis of clinical trials that evaluated any therapy to prevent or treat childbirth-related posttraumatic stress disorder.

DATA SOURCES

PsycInfo, PsycArticles, PubMed (MEDLINE), ClinicalTrials.gov, CINAHL, ProQuest, Sociological Abstracts, Google Scholar, Embase, Web of Science, ScienceDirect, Scopus, and the Cochrane Central Register of Controlled Trials (CENTRAL) were searched for eligible trials published through September 2023.

STUDY ELIGIBILITY CRITERIA

Trials were included if they were interventional, if they evaluated any therapy for childbirth-related posttraumatic stress disorder for the indication of symptoms or before posttraumatic stress disorder onset, and if they were written in English.

METHODS

Independent coders extracted the sample characteristics and intervention information of the eligible studies and evaluated the trials using the Downs and Black's quality checklist and Cochrane's method for risk of bias evaluation. Meta-analysis was conducted to evaluate pooled effect sizes of secondary and tertiary prevention trials.

RESULTS

A total of 41 studies (32 randomized controlled trials, 9 nonrandomized trials) were reviewed. They evaluated brief psychological therapies including debriefing, trauma-focused therapies (including cognitive behavioral therapy and expressive writing), memory consolidation and reconsolidation blockage, mother-infant-focused therapies, and educational interventions. The trials targeted secondary preventions aimed at buffering childbirth-related posttraumatic stress disorder usually after traumatic childbirth (n=24), tertiary preventions among women with probable childbirth-related posttraumatic stress disorder (n=14), and primary prevention during pregnancy (n=3). A meta-analysis of the combined randomized secondary preventions showed moderate effects in reducing childbirth-related posttraumatic stress disorder symptoms when compared with usual treatment (standardized mean difference, -0.67; 95% confidence interval, -0.92 to -0.42). Single-session therapy within 96 hours of birth was helpful (standardized mean difference, -0.55). Brief, structured, trauma-focused therapies and semi-structured, midwife-led, dialogue-based psychological counseling showed the largest effects (standardized mean difference, -0.95 and -0.91, respectively). Other treatment approaches (eg, the Tetris game, mindfulness, mother-infant-focused treatment) warrant more research. Tertiary preventions produced smaller effects than secondary prevention but are potentially clinically meaningful (standardized mean difference, -0.37; -0.60 to -0.14). Antepartum educational approaches may help, but insufficient empirical evidence exists.

CONCLUSION

Brief trauma-focused and non-trauma-focused psychological therapies delivered early in the period following traumatic childbirth offer a critical and feasible opportunity to buffer the symptoms of childbirth-related posttraumatic stress disorder. Future research that integrates diagnostic and biological measures can inform treatment use and the mechanisms at work.

Birth in Brazil II: a postpartum maternal, paternal and child health research protocol

Pregnancy, parturition and birth bring major changes to the lives of mothers and fathers. This article presents a research protocol for estimating the prevalence of postpartum mental health outcomes in mothers and fathers, abuse and satisfaction in delivery/abortion care, and the correlations between them and socioeconomic, obstetric, and child health factors. As a 2-component research, it consists of a prospective cohort study with all postpartum women interviewed in the 465 maternity hospitals included at the Birth in Brazil II baseline survey conducted from 2021 to 2023, and a cross-sectional study with the newborns' fathers/partners. Interviews will be conducted via telephone or self-completion link sent by WhatsApp with the mother at 2 and 4 months after delivery/abortion. Partners will be approached three months after birth (excluding abortions, stillbirths and newborn death) using the telephone number informed by the mother at the maternity ward. Postpartum women will be inquired about symptoms of depression, anxiety and post-traumatic stress disorder, abuse during maternity care and quality of the mother-newborn bond. Maternal and neonatal morbidity, use of postnatal services, and satisfaction with maternity care are also investigated. Fathers will be asked to report on symptoms of depression and anxiety, and the quality of the relationship with the partner and the newborn. The information collected in this research stage may help to plan and improve care aimed at the postpartum health of the mother-father-child triad.

AI and narrative embeddings detect PTSD following childbirth via birth stories

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.

A two-item screening of maternal or infant perceived life threat during childbirth prospectively associated with childbirth-related posttraumatic stress symptoms up to six months postpartum: two observational longitudinal studies

Objective

This study investigated prospective relationships between the perception of threat to one's own life or to that of one's infant during childbirth and maternal childbirth-related posttraumatic stress symptoms (CB-PTSS) and probable childbirth-related posttraumatic stress disorder (CB-PTSD) in a community and a community and an emergency cesarean section (ECS) sample.

Methods

Study samples included 72 mothers from a community sample and 75 mothers after emergency cesarean section. Perceived maternal and infant life threat were assessed at ≤1 week postpartum. Maternal CB-PTSS and probable CB-PTSD were assessed with validated questionnaires up to 6 months postpartum. Covariates were extracted from hospital records. Secondary data analysis with logistic and linear regressions was performed.

Results

Globally, mothers were significantly more likely to perceive their infant's life to be threatened, rather than their own. Both types of perceived threat were prospectively but differentially associated with maternal CB-PTSS and probable CB-PTSD at 4-6 weeks and 6 months postpartum. Statistical significance was set at p<0.05.

Conclusion

The type of perceived threat differently influences maternal CB-PTSS and probable CB-PTSD up to 6 months postpartum. These results may be the basis for the development of a short screening instrument after traumatic childbirth in clinical settings. Future studies need to assess the psychometric properties and acceptability of such a brief screening tool.

Screening for post-traumatic stress disorder following childbirth using the Peritraumatic Distress Inventory

BACKGROUND

Post-traumatic stress disorder (PTSD) following traumatic childbirth may undermine maternal and infant health, but screening for maternal childbirth-related PTSD (CB-PTSD) remains lacking. Acute emotional distress in response to a traumatic experience strongly associates with PTSD. The Peritraumatic Distress Inventory (PDI) assesses acute distress in non-postpartum individuals, but its use to classify women likely to endorse CB-PTSD is unknown.

METHODS

3039 women provided information about their mental health and childbirth experience. They completed the PDI regarding their recent childbirth event, and a PTSD symptom screen to determine CB-PTSD. We employed Exploratory Graph Analysis and bootstrapping to reveal the PDI's factorial structure and optimal cutoff value for CB-PTSD classification.

RESULTS

Factor analysis revealed two strongly correlated stable factors based on a modified version of the PDI: (1) negative emotions and (2) bodily arousal and threat appraisal. A score of 15+ on the modified PDI produced high sensitivity and specificity: 88 % with a positive CB-PTSD screen in the first postpartum months and 93 % with a negative screen.

LIMITATIONS

In this cross-sectional study, the PDI was administered at different timepoints postpartum. Future work should examine the PDI's predictive utility for screening women as closely as possible to the time of childbirth, and establish clinical cutoffs in populations after complicated deliveries.

CONCLUSIONS

Brief self-report screening concerning a woman's emotional reactions to childbirth using our modified PDI tool can detect those likely to endorse CB-PTSD in the early postpartum. This may serve as the initial step of managing symptoms to ultimately prevent chronic manifestations.

Childbirth-related posttraumatic stress disorder: definition, risk factors, pathophysiology, diagnosis, prevention, and treatment

Psychological birth trauma and childbirth-related posttraumatic stress disorder represent a substantial burden of disease with 6.6 million mothers and 1.7 million fathers or co-parents affected by childbirth-related posttraumatic stress disorder worldwide each year. There is mounting evidence to indicate that parents who develop childbirth-related posttraumatic stress disorder do so as a direct consequence of a traumatic childbirth experience. High-risk groups, such as those who experience preterm birth, stillbirth, or preeclampsia, have higher prevalence rates. The main risks include antenatal factors (eg, depression in pregnancy, fear of childbirth, poor health or complications in pregnancy, history of trauma or sexual abuse, or mental health problems), perinatal factors (eg, negative subjective birth experience, operative birth, obstetrical complications, and severe maternal morbidity, as well as maternal near misses, lack of support, dissociation), and postpartum factors (eg, depression, postpartum physical complications, and poor coping and stress). The link between birth events and childbirth-related posttraumatic stress disorder provides a valuable opportunity to prevent traumatic childbirths and childbirth-related posttraumatic stress disorder from occurring in the first place. Childbirth-related posttraumatic stress disorder is an extremely distressing mental disorder and has a substantial negative impact on those who give birth, fathers or co-parents, and, potentially, the whole family. Still, a traumatic childbirth experience and childbirth-related posttraumatic stress disorder remain largely unrecognized in maternity services and are not routinely screened for during pregnancy and the postpartum period. In fact, there are gaps in the evidence on how, when, and who to screen. Similarly, there is a lack of evidence on how best to treat those affected. Primary prevention efforts (eg, screening for antenatal risk factors, use of trauma-informed care) are aimed at preventing a traumatic childbirth experience and childbirth-related posttraumatic stress disorder in the first place by eliminating or reducing risk factors for childbirth-related posttraumatic stress disorder. Secondary prevention approaches (eg, trauma-focused psychological therapies, early psychological interventions) aim to identify those who have had a traumatic childbirth experience and to intervene to prevent the development of childbirth-related posttraumatic stress disorder. Tertiary prevention (eg, trauma-focused cognitive behavioural therapy and eye movement desensitization and reprocessing) seeks to ensure that people with childbirth-related posttraumatic stress disorder are identified and treated to recovery so that childbirth-related posttraumatic stress disorder does not become chronic. Adequate prevention, screening, and intervention could alleviate a considerable amount of suffering in affected families. In light of the available research on the impact of childbirth-related posttraumatic stress disorder on families, it is important to develop and evaluate assessment, prevention, and treatment interventions that target the birthing person, the couple dyad, the parent-infant dyad, and the family as a whole. Further research should focus on the inclusion of couples in different constellations and, more generally, on the inclusion of more diverse populations in diverse settings. The paucity of national and international policy guidance on the prevention, care, and treatment of psychological birth trauma and the lack of formal psychological birth trauma services and training, highlight the need to engage with service managers and policy makers.

OpenAI's Narrative Embeddings Can Be Used for Detecting Post-Traumatic Stress Following Childbirth Via Birth Stories

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 1,295 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: 0.82) ChatGPT and six previously published large language models (LLMs) 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.

OpenAI's Narrative Embeddings Can Be Used for Detecting Post-Traumatic Stress Following Childbirth Via Birth Stories

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 1,295 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: 0.82) ChatGPT and six previously published large language models (LLMs) 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.

Careful considerations for the treatment of posttraumatic stress disorder during and following pregnancy

INTRODUCTION

The focus on perinatal mental health has expanded recently, though there is less research on post-traumatic stress disorder (PTSD). Therefore, a review of the literature was undertaken and coupled with expert clinical insights to discuss current clinical practice recommendations for PTSD in the perinatal period.

AREAS COVERED

This review covers considerations for the assessment, prevention, and treatment of PTSD during the perinatal period. Within these sections, evidence-based and promising practices are outlined. Extra attention is afforded to treatment, which includes considerations from both psychotherapeutic and psychopharmacological perspectives. This review closes with coverage of three important and related areas of consideration, including bereavement, intimate partner violence, and childhood sexual abuse.

EXPERT OPINION

Psychotherapeutic interventions for PTSD during pregnancy are limited, and no strong recommendations can be supported at this time while evidence points toward the effectiveness of cognitive behavioral therapies and eye movement desensitization therapy as first-line treatments postpartum though research evidence is also limited. Research on psychopharmacological interventions is similarly scarce, though selective serotonin reuptake inhibitors may be beneficial. Clinicians should also be mindful of additional considerations that may be needed for the treatment of PTSD in the context of bereavement, intimate partner violence, and history of sexual violence.

Risk factors associated with postpartum depression and PTSD after birth in a sample of Slovak women

Background

Pregnancy, childbirth and the postpartum period represent a unique experience in a woman's life that significantly changes their life.

Methods

The aim of the study is to analyse risk factors of postpartum depression and posttraumatic stress disorder symptoms after birth in a sample of women in Slovakia. Data from the INTERSECT project were collected, including 437 postpartum women (mean age 30.5 ± 4.8). Posttraumatic stress disorder was (PTSD) measured through the City BiTS questionnaire, postpartum depression (PPD) symptoms were detected using the Edinburgh Postnatal Depression Scale (EPDS) and birth satisfaction was measured by the Birth Satisfaction Scale- Revised (BSS-R).

Results

An increased risk for the development of PPD (the EPDS score >12.5) was found in 11.4 % of respondents, PTSD after birth was identified among 2.8 % of respondents. In the linear regression models, birth satisfaction (95%CI: 0,56; -0,19), subjective perception of birth (95%CI: 0,82; 1,63), previous trauma (95%CI: 0,27; 3,74), respect during birth (95%CI: 5,08; -0,45), and health complications of both mother (95%CI: 0,12; 2,81) and child (95%CI: 1,53; 1,84) were found significantly associated with the posttraumatic stress symptoms after birth (total explained variance 37 %). Subjective perception of birth as traumatic (95%CI: 0,82; 1,63), previous trauma in the anamnesis (95%CI: 0,27; 3,74) and respect during birth (95%CI: 5,08; -0,45) were significantly associated with the depression symptoms (total explained variance 15 %).

Conclusion

Subjective perception of birth, birth satisfaction, previous trauma in anamnesis as well as lack of respect during birth were found as crucial risk factors for both PPD and postpartum PTSD.

Risk psychosocial factors associated with postpartum depression trajectories from birth to six months

PURPOSE

The purpose of this study was to assess the trajectory of women's depressive symptoms during the first six months postpartum, identify risk factors (sociodemographic, obstetric and personality) associated with classes, and examine associations between classes and postpartum PTSD at two months and bonding at six months.

METHODS

The final sample included 212 women who gave birth in the maternity wards of a large tertiary health center that were approached at 1-3 days, two months, and six months postpartum and completed a demographic questionnaire and measures of neuroticism (BFI) and postpartum depression (EPDS), postpartum PTSD (City Birth Trauma Scale) and bonding (PBQ). Obstetric data were taken from the medical files.

RESULTS

Cluster analysis revealed three distinctive clusters: "stable-low" (64.2%), "transient-decreasing" (25.9%), and "stable-high" (9.9%). Neuroticism, general-related PTSD symptoms, and bonding were associated with differences between all trajectories. Birth-related PTSD symptoms were associated with differences between both stable-high and transient-decreasing trajectories and the stable-low trajectory. No obstetric or demographic variables were associated with differences between trajectories.

CONCLUSION

We suggest that screening women for vulnerabilities such as high levels of neuroticism and offering treatment can alleviate the possible deleterious effects of high-symptom depression trajectories that may be associated with their vulnerability.

Determinants of Prenatal Childbirth Fear during the Third Trimester among Low-Risk Expectant Mothers: A Cross-Sectional Study

BACKGROUND

Fear of Childbirth (FOC) can significantly impact women's physical and psychological health; therefore, healthcare providers must provide proactive care, which means they have to intervene before FOC becomes tokophobia. This study's purpose is to evaluate the determinants of prenatal childbirth fear during the third trimester among low-risk expectant mothers.

METHODS

A cross-sectional comparative study was conducted at the Maternal and Children Hospital's outpatient clinics in Najran City, Saudi Arabia, from April to July 2023. The study involved 377 nulliparous and multiparous women, using a systemic random sampling technique. The data were collected using an interview schedule composed of questions related to demographic and obstetrics characteristics, the FOC questionnaire, and a multidimensional scale of perceived social support. Significant FOC predictors were examined using a binary logistic regression model.

RESULTS

There was a statistically significant difference between nulliparous and multiparous participants concerning FOC; 80.0% of nulliparous participants had significant FOC compared to 67.8% of multiparous participants (p = 0.011). A binary logistic regression clarified that regular antenatal care and family and spousal support were significantly negatively correlated with significant FOC among multiparous and nulliparous women (p < 0.05). For multiparas, FOC was associated with pregnancy planning and previous labor-related complications. In addition, friends' support was an important predictor of significantly lower FOC among nulliparous women (p < 0.05).

CONCLUSIONS

Significant FOC was higher in nulliparous women when compared to multiparous women. Numerous obstetric variables and different types of social support play important roles in significant FOC. Special attention and support should be provided to high-risk women for proper FOC management during prenatal classes to improve their childbirth experiences.

Identification of postpartum symptom subgroups and associated long-term maternal depressive symptoms and well-being

Many postpartum women experience postpartum symptoms which often occur in clusters (i.e., three or more co-occurring symptoms that are related to each other). To date, research has focused on individual symptoms, which limits our understanding of how postpartum symptom clusters manifest and influence health. This secondary analysis used the Community and Child Health Network study data (N = 1784). No patient or public directly participated or contributed to the current analysis. Guided by the Symptom Management Theory, latent class analysis was performed to identify subgroups of postpartum women with different symptom experiences using observed variables at 6 months postpartum: anxiety (MINI-anxiety), general stress (PSS-10), posttraumatic stress (PCL-C), postpartum depression (EPDS), sleep disturbance (PSQI-sleep disturbance), and sleep duration (PSQI-sleep duration). Bivariate and multiple regression analyses were conducted to examine the association between subgroups and (a) individual characteristics and (b) long-term depressive symptoms (CES-D-9) and well-being at 18 and/or 24 months postpartum. Five subgroups were selected that had better-fit indices, entropy, and interpretability. Subgroups were labeled as (1) Minimum overall, (2) Mild-moderate overall, (3) Moderate-high sleep symptoms, (4) High psychological symptoms, and (5) High overall. After adjusting for covariates, postpartum women in Subgroups 4 and 5 had higher CES-D-9 scores at 18 and 24 months and lower well-being scores at 24 months. More postpartum women in Subgroups 4 and 5 experienced a history of depression or unemployment. Clinicians should provide targeted interventions for postpartum women in high-symptom subgroups.

Postpartum Mood and Anxiety Disorders: A Lexicon of Metaphors

Undiagnosed and untreated postpartum mental health disorders represent a silent health crisis. The aim of this paper was to develop a lexicon of metaphors women use to describe their postpartum mood and anxiety disorders to assist holistic nurses in recognizing as early as possible these struggling mothers. Mothers may not know the medical terminology to articulate their mental health problems and may turn to using metaphors. The metaphors included in this lexicon were obtained from the author's earlier qualitative studies of metaphors women used to describe their experiences of postpartum depression, postpartum panic disorder, and posttraumatic stress disorder due to traumatic childbirth. In this lexicon these metaphors are organized by these three mental health disorders and includes a table of definitions of each metaphor along with examples of the context of the metaphors represented by quotes from the mothers. Metaphors can be keys that open and unlock doors that stand between holistic nurses and their patients. Being attentive to metaphorical language women use to describe how they are feeling after giving birth can be an innovative approach holistic nurses can use to identify these vulnerable women and provide an opportunity to nurture and empower new mothers.

A Systematic Review of Interventions for Prevention and Treatment of Post-Traumatic Stress Disorder Following Childbirth

Objective

Postpartum women can develop post-traumatic stress disorder (PTSD) in response to complicated, traumatic childbirth; prevalence of these events remains high in the U.S. Currently, there is no recommended treatment approach in routine peripartum care for preventing maternal childbirth-related PTSD (CB-PTSD) and lessening its severity. Here, we provide a systematic review of available clinical trials testing interventions for the prevention and indication of CB-PTSD.

Data Sources

We conducted a systematic review of PsycInfo, PsycArticles, PubMed (MEDLINE), ClinicalTrials.gov, CINAHL, ProQuest, Sociological Abstracts, Google Scholar, Embase, Web of Science, ScienceDirect, and Scopus through December 2022 to identify clinical trials involving CB-PTSD prevention and treatment.

Study Eligibility Criteria

Trials were included if they were interventional, evaluated CB-PTSD preventive strategies or treatments, and reported outcomes assessing CB-PTSD symptoms. Duplicate studies, case reports, protocols, active clinical trials, and studies of CB-PTSD following stillbirth were excluded.

Study Appraisal and Synthesis Methods

Two independent coders evaluated trials using a modified Downs and Black methodological quality assessment checklist. Sample characteristics and related intervention information were extracted via an Excel-based form.

Results

A total of 33 studies, including 25 randomized controlled trials (RCTs) and 8 non-RCTs, were included. Trial quality ranged from Poor to Excellent. Trials tested psychological therapies most often delivered as secondary prevention against CB-PTSD onset (n=21); some examined primary (n=3) and tertiary (n=9) therapies. Positive treatment effects were found for early interventions employing conventional trauma-focused therapies, psychological counseling, and mother-infant dyadic focused strategies. Therapies' utility to aid women with severe acute traumatic stress symptoms or reduce incidence of CB-PTSD diagnosis is unclear, as is whether they are effective as tertiary intervention. Educational birth plan-focused interventions during pregnancy may improve maternal health outcomes, but studies remain scarce.

Conclusions

An array of early psychological therapies delivered in response to traumatic childbirth, rather than universally, in the first postpartum days and weeks, may potentially buffer CB-PTSD development. Rather than one treatment being suitable for all, effective therapy should consider individual-specific factors. As additional RCTs generate critical information and guide recommendations for first-line preventive treatments for CB-PTSD, the psychiatric consequences associated with traumatic childbirth could be lessened.

Genetic liability to posttraumatic stress disorder and its association with postpartum depression

BACKGROUND

Childbirth may be a traumatic experience and vulnerability to posttraumatic stress disorder (PTSD) may increase the risk of postpartum depression (PPD). We investigated whether genetic vulnerability to PTSD as measured by polygenic score (PGS) increases the risk of PPD and whether a predisposition to PTSD in PPD cases exceeds that of major depressive disorder (MDD) outside the postpartum period.

METHODS

This case-control study included participants from the iPSYCH2015, a case-cohort of all singletons born in Denmark between 1981 and 2008. Restricting to women born between 1981 and 1997 and excluding women with a first diagnosis other than depression (N = 22 613), 333 were identified with PPD. For each PPD case, 999 representing the background population and 993 with MDD outside the postpartum were matched by calendar year at birth, cohort selection, and age. PTSD PGS was calculated from summary statistics from the Psychiatric Genomics Consortium with LDpred2-auto. Odds ratios (ORs) were estimated using conditional logistic regression adjusted for parental psychiatric history and country of origin, PGS for MDD and age at first birth, and the first 10 principal components.

RESULTS

The PTSD PGS was significantly associated with PPD (OR 1.42, 95% CI 1.20-1.68 per standard deviation increase in PTSD PGS) compared to healthy female controls. Genetic PTSD vulnerability in PPD cases did not exceed that of matched female depression cases outside the postpartum period (OR 1.10, 95% CI 0.94-1.30 per standard deviation increase).

CONCLUSIONS

Genetic vulnerability to PTSD increased the risk of PPD but did not differ between PPD cases and women with depression at other times.

Past Traumatic Life Events, Postpartum PTSD, and the Role of Labor Support

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.

Screening for Post-Traumatic Stress Disorder following Childbirth using the Peritraumatic Distress Inventory

Background

Maternal psychiatric morbidities include a range of psychopathologies; one condition is post-traumatic stress disorder (PTSD) that develops following a traumatic childbirth experience and may undermine maternal and infant health. Although assessment for maternal mental health problems is integrated in routine perinatal care, screening for maternal childbirth-related PTSD (CB-PTSD) remains lacking. Acute emotional distress in response to a traumatic event strongly associates with PTSD. The brief 13-item Peritraumatic Distress Inventory (PDI) is a common tool to assess acute distress in non-postpartum individuals. How well the PDI specified to childbirth can classify women likely to endorse CB-PTSD is unknown.

Objectives

We sought to determine the utility of the PDI to detect CB-PTSD in the early postpartum period. This involved examining the psychometric properties of the PDI specified to childbirth, pertaining to its factorial structure, and establishing an optimal cutoff point for the classification of women with high vs. low likelihood of endorsing CB-PTSD.

Study Design

A sample of 3,039 eligible women who had recently given birth provided information about their mental health and childbirth experience. They completed the PDI regarding their recent childbirth event, and a PTSD symptom screen to determine CB-PTSD. We employed Exploratory Graph Analysis (EGA) and bootstrapping analysis to reveal the factorial structure of the PDI and the optimal PDI cutoff value for CB-PTSD classification.

Results

Factor analysis of the PDI shows two strongly correlated stable factors based on a modified 12-item version of the PDI consisting of (1) negative emotions and (2) bodily arousal and threat appraisal in regard to recent childbirth. This structure largely accords with prior studies of individuals who experienced acute distress resulting from other forms of trauma. We report that a score of 15 or higher on the modified PDI produces strong sensitivity and specificity. 88% of women with a positive CB-PTSD screen in the first postpartum months and 93% with a negative screen are identified as such using the established cutoff.

Conclusions

Our work reveals that a brief self-report screening concerning a woman's immediate emotional reactions to childbirth that uses our modified PDI tool can detect women likely to endorse CB-PTSD in the early postpartum period. This form of maternal mental health assessment may serve as the initial step of managing symptoms to ultimately prevent chronic symptom manifestation. Future research is needed to examine the utility of employing the PDI as an assessment performed during maternity hospitalization stay in women following complicated deliveries to further guide recommendations to implement maternal mental health screening for women at high risk for developing CB-PTSD.

Identifying women with postdelivery posttraumatic stress disorder using natural language processing of personal childbirth narratives

BACKGROUND

Maternal mental disorders are considered a leading complication of childbirth and a common contributor to maternal death. In addition to undermining maternal welfare, untreated postpartum psychopathology can result in child emotional and physical neglect and associated significant pediatric health costs. Some women may experience traumatic childbirth and develop posttraumatic stress disorder symptoms after delivery (childbirth-related posttraumatic stress disorder). Although women are routinely screened for postpartum depression in the United States, there is no recommended protocol to inform the identification of women who are likely to experience childbirth-related posttraumatic stress disorder. Advancements in computational methods of free text have shown promise in informing the diagnosis of psychiatric conditions. Although the language in narratives of stressful events has been associated with posttrauma outcomes, whether the narratives of childbirth processed via machine learning can be useful for childbirth-related posttraumatic stress disorder screening is unknown.

OBJECTIVE

This study aimed to examine the use of written narrative accounts of personal childbirth experiences for the identification of women with childbirth-related posttraumatic stress disorder. To this end, we developed a model based on natural language processing and machine learning algorithms to identify childbirth-related posttraumatic stress disorder via the classification of birth narratives.

STUDY DESIGN

Overall, 1127 eligible postpartum women who enrolled in a study survey during the COVID-19 pandemic provided short written childbirth narrative accounts in which they were instructed to focus on the most distressing aspects of their childbirth experience. They also completed a posttraumatic stress disorder symptom screen to determine childbirth-related posttraumatic stress disorder. After the exclusion criteria were applied, data from 995 participants were analyzed. A machine learning-based Sentence-Transformers natural language processing model was used to represent narratives as vectors that served as inputs for a neural network machine learning model developed in this study to identify participants with childbirth-related posttraumatic stress disorder.

RESULTS

The machine learning model derived from natural language processing of childbirth narratives achieved good performance (area under the curve, 0.75; F1 score, 0.76; sensitivity, 0.8; specificity, 0.70). Moreover, women with childbirth-related posttraumatic stress disorder generated longer narratives (t test results: t=2.30; p=.02) and used more negative emotional expressions (Wilcoxon test: sadness: p=8.90e-04; W=31,017; anger: p=1.32e-02; W=35,005.50) and death-related words (Wilcoxon test: p=3.48e-05; W=34,538) in describing their childbirth experience than those with no childbirth-related posttraumatic stress disorder.

CONCLUSION

This study provided proof of concept that personal childbirth narrative accounts generated in the early postpartum period and analyzed via advanced computational methods can detect with relatively high accuracy women who are likely to endorse childbirth-related posttraumatic stress disorder and those at low risk. This suggests that birth narratives could be promising for informing low-cost, noninvasive tools for maternal mental health screening, and more research that used machine learning to predict early signs of maternal psychiatric morbidity is warranted.

Assessment of childbirth-related post traumatic stress disorder in Australian mothers: Psychometric properties of the City Birth Trauma Scale

BACKGROUND

The City Birth Trauma Scale (BiTS; Ayers, Wright & Thornton, 2018) is self-report measure of Post-Traumatic Stress Disorder (PTSD) symptoms following childbirth, based on DSM-5 criteria. We report on the first study of the psychometric properties of the BiTS in the Australian population.

METHODS

Participants were mothers of infants aged 0-12 months (N = 705), who completed the BiTS and measures of related constructs. Confirmatory factor analysis was performed to assess the factor structure of the BiTS. Examination of the reliability, convergent, divergent and discriminant validity and acceptability of the BiTS was also examined.

RESULTS

Confirmatory factor analysis supported a bi-factor model of Birth-related Symptoms (BRS) and General Symptoms (GS) of post-partum PTSD as well as a global CB-PTSD factor. Internal consistency was found for the BiTS total scale and two proposed subscales (BRS and GS). BiTS total scores were significantly associated with an established measure of PTSD, providing support for convergent validity. Evidence of discriminant validity was examined by comparing the BiTS to an established measure of postpartum depression.

LIMITATIONS

The present sample may over-represent participants with traumatic birth experiences in comparison to the general public. Furthermore, use of self-report measures limits the capacity to confirm the diagnostic status of participants.

CONCLUSION

These findings suggest that the BiTS is a valid and reliable measure of childbirth-related PTSD, suited for use in postpartum populations. Total scores on the measure may be informative for clinical and research purposes, while evidence suggests strong support for interpretation of subscale scores.

Perceived Birth Trauma in Macedonian Women

Although the childbearing is perceived as a normal and happy event, new research shows that psychological birth trauma is, however, a universal and not so rare phenomenon. Traumatic birth experiences can cause postnatal mental health disturbances, fear of childbirth in subsequent pregnancies and disruption to mother-infant bonding, leading to possible impaired child development. The purpose of this research was to evaluate collected data from several obstetric clinics, as well as from primary paediatric settings related to 'Birth Trauma' in order to review women with symptoms of post-traumatic stress disorder (PTSD) following childbirth. The study is prospective, starting from January 2021 and ending in December 2022. The psychological instrument used in this research is the Intersect Questionnaire, composed of 59 questions grouped in 8 parts. The obtained results from our study confirmed that birth trauma is not a rare phenomenon in our country. Symptoms correlated with PTSD were present as follows: unpleasant memories (2.7%), anxiety (38.54%), panic (6.47%), trying not to remember the delivery (4.04%), self-accusation (2.16%), negative emotions (1.89%), alienation (4.31%), irritation/aggression (1.89%), self-destruction (1.89%), impulsiveness (4.31%), problems with concentration (3.23%), and sleeping problems (21.88%). These results are alarming. It is imperative to better understand this vulnerable period in a woman's life. As a general conclusion, we must highlight the importance of perceived birth trauma in women, phenomena which has been confirmed worldwide and which must be overcome as quickly and as successfully as possible.

Intrapartum pudendal nerve block analgesia and childbirth experience in primiparous women with vaginal birth: A cohort study

BACKGROUND

A negative childbirth experience has short- and long-term consequences for both mother and child. This study aimed to investigate the association between intrapartum pudendal nerve block (PNB) analgesia and childbirth experience.

METHODS

Primiparous women with a singleton cephalic vaginal live births at term at Oslo University Hospital from January 1, 2017, to June 1, 2019, were eligible for inclusion. The main outcome was total score on a childbirth experience questionnaire (range 1.0-4.0, higher score indicates better childbirth experience). An absolute risk difference of 0.10 was considered clinically relevant. Propensity score matching was used to adjust for differences in baseline characteristics between women with and without PNB. The analyses were stratified by spontaneous vs instrumental birth. Subanalyses of the questionnaire's domains (own capacity, professional support, perceived safety, and participation) were performed.

RESULTS

Of 979 participating women, mean age was 32 years. Childbirth experience did not differ between women with and without PNB, either in spontaneous (absolute risk difference of the mean: -0.05, P value 0.36) or in instrumental birth (absolute risk difference of the mean: 0.03, P value 0.61). There were no statistically significant differences between PNB group scores for the separate domains.

CONCLUSIONS

Women's childbirth experiences did not differ between birthing people with or without PNB, either in spontaneous or in instrumental births. The clinical implications of our study should be interpreted in light of the pain-relieving effects of PNB.PNB should be provided on clinical indication, including for individuals with severe labor pain.

Depression and Anxiety in Adolescents and their Caregivers: A Cross-Sectional Study from North Macedonia

Introduction: Mental health problems have increased internationally during the COVID-19 pandemic. Adolescents and their caregivers form a vulnerable group for the development of mental health problems. However, most data stems from high-income countries, and there is a clear lack of prevalence rates and potential risk factors from Balkan countries. No data is available on the impact of the COVID-19 pandemic on mental health in adolescents and their caregivers in North Macedonia. Materials and methods: A cross-sectional study was conducted on adolescents and their caregivers in a school setting in rural and urban areas of North Macedonia. Survey items assessed symptoms of depression, anxiety, and respondents' fear of COVID-19, as well as a number of risk factors, such as gender and living environment. Results: 506 adolescents and 492 caregivers completed the survey. Symptoms of depression and anxiety were mild to moderate in adolescents and their caregivers. Women and girls generally scored higher than men and boys, and adolescents in high school scored higher than those in elementary school. Prevalence rates for depression were 29.2% for adolescents and 10.4% for caregivers, while rates of anxiety were 23.7% for adolescents and 6.1% for caregivers. Conclusion: This study provides a first insight into the mental health of adolescents and their caregivers after the COVID-19 pandemic in North Macedonia. Further research is required to investigate the relatively low rates of caregivers' mental health problems compared to data from other countries.

Effects of the glucocorticoid receptor gene (NR3C1) and subjective birth experience on the risk of postpartum depression and maternal bonding

Postpartum depression (PPD) is a serious health care issue that affects a substantial share of women giving birth. PPD is considered a severe stress response that is likely associated with impaired HPA-axis activity. However, genetic findings regarding HPA-axis effects on PPD are scarce and inconsistent. Inconsistencies may be due to the neglect of environmental (stressful) events such as perinatal trauma or averse subjective birth experiences associated with PPD. Therefore, the present study aims to investigate whether the NR3C1 gene and subjective birth experience interact on PPD and postpartum bonding to the child. N = 277 mothers provided gene samples and self-report data on PPD and postpartum bonding. We genotyped 11 polymorphisms on the NR3C1 gene (including the prominent BCL1) and conducted haplotype analyses. A negative subjective birth experience was associated with both PPD and maternal postpartum bonding. Our results further show a significant main effect of NR3C1 haplotype (F_{1, 275} = 6.42, p = .012, η² =.023) and a haplotype x birth experience interaction (F_{1, 274} = 4.57, p = .033, η² =.016) on PPD. We did not find any NR3C1 haplotype effects on bonding. Our results support the assumption that the glucocorticoid receptor coding NR3C1 gene is involved in the development of PPD. These gene effects become particularly important in presence of a negative environmental event such as the subjective birth experience. This finding allows more targeted preventions in terms of being particularly sensitive to potentially harming environmental influences that may present even stronger risk factors for genetically vulnerable women.

Mother-Child Bond through Feeding: A Prospective Study including Neuroticism, Pregnancy Worries and Post-Traumatic Symptomatology

Post-traumatic stress disorder (PTSD) is a common postpartum problem and influences maternal bonding with the infant. However, the relationship between this disorder, maternal personality, and the infant's emotional state during feeding is not clear. The aim of the present study was to explore the contribution of neuroticism on the infant's emotional state during feeding, by attending to the mediating role of postpartum PTSD (P-PTSD) symptoms and the moderating role of worries during pregnancy. A prospective design study was developed with 120 women with a low pregnancy risk. They responded to a questionnaire assessing maternal personality (first trimester), worries during pregnancy (third trimester), P-PTSD symptoms, and mother-baby bonding (4 months postpartum). The results showed a positive association among neuroticism, infant irritability during feeding, and P-PTSD symptoms, suggesting the latter plays a mediating role in the relationship between neuroticism and infant irritability (B = 0.102, standard error (SE) = 0.03, 95% coefficient interval (CI) [0.038, 0.176]). Excessive worries, related to coping with infant care, played a moderating role between neuroticism and P-PTSD symptoms (B = 0.413, SE = 0.084, p = 0.006, 95% CI [0.245, 0.581]). This relationship was interfered with by depressive symptoms in the first trimester (covariate) (B = 1.820, SE = 0.420, p = 0.016, ci [2.314, 0.251]). This study contributes to a better understanding of the role of neuroticism as an influential factor in the occurrence of P-PTSD symptoms, and in the impairment of infant bonding during feeding. Paying attention to these factors may favor the development of psychological support programs for mothers, with the aim of strengthening the bond with their child.

Developing a woman-centered, inclusive definition of traumatic childbirth experiences: A discussion paper

INTRODUCTION

Many women experience giving birth as traumatic. Although women's subjective experiences of trauma are considered the most important, currently there is no clear inclusive definition of a traumatic birth to help guide practice, education, and research.

AIM

To formulate a woman-centered, inclusive definition of a traumatic childbirth experience.

METHODS

After a rapid literature review, a five-step process was undertaken. First, a draft definition was created based on interdisciplinary experts' views. The definition was then discussed and reformulated with input from over 60 multidisciplinary clinicians and researchers during a perinatal mental health and birth trauma research meeting in Europe. A revised definition was then shared with consumer groups in eight countries to confirm its face validity and adjusted based on their feedback.

RESULTS

The stepwise process confirmed that a woman-centered and inclusive definition was important. The final definition was: "A traumatic childbirth experience refers to a woman's experience of interactions and/or events directly related to childbirth that caused overwhelming distressing emotions and reactions; leading to short and/ or long-term negative impacts on a woman's health and wellbeing."

CONCLUSIONS

This definition of a traumatic childbirth experience was developed through consultations with experts and consumer groups. The definition acknowledges that low-quality provider interactions and obstetric violence can traumatize individuals during childbirth. The women-centered and inclusive focus could help women to identify and validate their experiences of traumatic birth, offering benefits for practice, education, and research, as well as for policymaking and activism in the fields of perinatal mental health and respectful maternity care.

Validation of childbirth-related posttraumatic stress disorder using psychophysiological assessment

Women with posttraumatic stress disorder (PTSD) related to traumatic childbirth show similarly elevated psychophysiological responses as individuals with PTSD related to other traumatic events.

Impact of COVID-19 lockdown on maternal psychological status, the couple's relationship and mother-child interaction: a prospective study

BACKGROUND

To compare the rate of postpartum depression (PPD) during the first COVID-19 lockdown with the rate observed prior to the pandemic, and to examine factors associated with PPD.

METHODS

This was a prospective study. Women who gave birth during the first COVID-19 lockdown (spring 2020) were offered call-interviews at 10 days and 6-8 weeks postpartum to assess PPD using the Edinburgh Postnatal Depression Scale (EPDS). Post-traumatic symptoms (Perinatal Post-traumatic Stress Disorder Questionnaire, PPQ), couple adjustment, and interaction and mother-to-infant bonding were also evaluated. The observed PPD rate was compared to the one reported before the pandemic. Factors associated with an increased risk of PPD were studied. The main outcome measures were comparison of the observed PPD rate (EPDS score > 12) to pre-pandemic rate.

RESULTS

Of the 164 women included, 27 (16.5% [95%CI: 11.14-23.04]) presented an EPDS score > 12 either at 10 days or 6-8 weeks postpartum. This rate was similar to the one of 15% reported prior to the pandemic (p = 0.6). Combined EPDS> 12 or PPQ > 6 scores were observed in 20.7% of the mothers [95%CI: 14.8-0.28]. Maternal hypertension/preeclampsia (p = 0.007), emergency cesarean section (p = 0.03), and neonatal complications (p = 0.008) were significantly associated with an EPDS> 12 both in univariate and multivariate analysis (OR = 10 [95%CI: 1.5-68.7], OR = 4.09[95%CI: 1.2-14], OR = 4.02[95%CI: 1.4-11.6], respectively).

CONCLUSIONS

The rate of major PPD in our population did not increase during the first lockdown period. However, 20.7% of the women presented with post-traumatic/depressive symptoms.

TRIAL REGISTRATION

NCT04366817.

Identifying Women with Post-Delivery Posttraumatic Stress Disorder using Natural Language Processing of Personal Childbirth Narratives

Background

Maternal mental disorders are considered a leading complication of childbirth and a common contributor to maternal death. In addition to undermining maternal welfare, untreated postpartum psychopathology can result in child emotional and physical neglect, and associated significant pediatric health costs. Some women may experience a traumatic childbirth and develop posttraumatic stress disorder (PTSD) symptoms following delivery (CB-PTSD). Although women are routinely screened for postpartum depression in the U.S., there is no recommended protocol to inform the identification of women who are likely to experience CB-PTSD. Advancements in computational methods of free text has shown promise in informing diagnosis of psychiatric conditions. Although the language in narratives of stressful events has been associated with post-trauma outcomes, whether the narratives of childbirth processed via machine learning can be useful for CB-PTSD screening is unknown.

Objective

This study examined the utility of written narrative accounts of personal childbirth experience for the identification of women with provisional CB-PTSD. To this end, we developed a model based on natural language processing (NLP) and machine learning (ML) algorithms to identify CB-PTSD via classification of birth narratives.

Study Design

A total of 1,127 eligible postpartum women who enrolled in a study survey during the COVID-19 era provided short written childbirth narrative accounts in which they were instructed to focus on the most distressing aspects of their childbirth experience. They also completed a PTSD symptom screen to determine provisional CB-PTSD. After exclusion criteria were applied, data from 995 participants was analyzed. An ML-based Sentence-Transformer NLP model was used to represent narratives as vectors that served as inputs for a neural network ML model developed in this study to identify participants with provisional CB-PTSD.

Results

The ML model derived from NLP of childbirth narratives achieved good performance: AUC 0.75, F1-score 0.76, sensitivity 0.8, and specificity 0.70. Moreover, women with provisional CB-PTSD generated longer narratives (t-test results: t=2 . 30, p=0 . 02 ) and used more negative emotional expressions (Wilcoxon test: 'sadness': p=8 . 90e- ⁰⁴ , W=31,017 ; 'anger': p=1 . 32e- ⁰² , W=35,005 . 50 ) and death-related words (Wilcoxon test: p=3 . 48e- ⁰⁵ , W=34,538 ) in describing their childbirth experience than those with no CB-PTSD.

Conclusions

This study provides proof of concept that personal childbirth narrative accounts generated in the early postpartum period and analyzed via advanced computational methods can detect with relatively high accuracy women who are likely to endorse CB-PTSD and those at low risk. This suggests that birth narratives could be promising for informing low-cost, non-invasive tools for maternal mental health screening, and more research that utilizes ML to predict early signs of maternal psychiatric morbidity is warranted.

The relationship between birth satisfaction, posttraumatic stress disorder and postnatal depression symptoms in Croatian women

Studies show that a woman's dissatisfaction with her birth experience may affect her well-being. This study aimed to examine: (1) the birth satisfaction in Croatian women and compare it with UK normative data; (2) the association of different dimensions of birth satisfaction with posttraumatic stress disorder (PTSD) and depressive symptoms. In a cross-sectional online study, 603 postnatal Croatian women completed the Birth Satisfaction Scale-Revised (subscales: Stress experienced during labour (SL), Women's personal attributes (WA), and Quality of care provision (QC)); City Birth Trauma Scale (subscales: Birth-related symptoms and General symptoms); and Edinburgh Postnatal Depression Scale. Subscale and total scale scores were calculated. Path analysis tested the model of three aspects of birth satisfaction effect on PTSD dimensions and depressive symptoms. The average birth satisfaction score was significantly lower compared to the UK data on the total scale and all three subscale scores. Path analysis revealed that all three dimensions of birth satisfaction (SL, WA, and QC) had an effect on Birth-related symptoms. However, only Women's personal attributes (i.e., feeling anxiety or being in control during childbirth) had an effect on General symptoms and depressive symptoms, as well. Different aspects of birth satisfaction are important for maternal mental health following childbirth.

Maternal Mental Health Symptom Profiles and Infant Sleep: A Cross-Sectional Survey

The distinct influence of different, but comorbid, maternal mental health (MMH) difficulties (postpartum depression, anxiety, childbirth-related posttraumatic stress disorder) on infant sleep is unknown, although associations between MMH and infant sleep were reported. This cross-sectional survey aimed: (1) to examine associations between MMH symptoms and infant sleep; (2) to extract data-driven maternal MMH symptom profiles from MMH symptoms; and (3) to investigate the distinct influence of these MMH symptom profiles on infant sleep when including mediators and moderators. Mothers of 3–12-month-old infants (n = 410) completed standardized questionnaires on infant sleep, maternal perception of infant negative emotionality, and MMH symptoms. Data was analyzed using: (1) simple linear regressions; (2) factor analysis; and (3) structural equation modelling. MMH symptoms were all negatively associated with nocturnal sleep duration and only postpartum depression and anxiety symptoms were associated with night waking. Three MMH symptom profiles were extracted: depressive, anxious, and birth trauma profiles. Maternal perception of infant negative emotionality mediated the associations between the depressive or anxious profiles and infant sleep but only for particular infant ages or maternal education levels. The birth trauma profile was not associated with infant sleep. The relationships between MMH and infant sleep may involve distinct mechanisms contingent on maternal symptomatology.

The Effect of Supportive Counseling on Mother Psychological Reactions and Mother-Infant Bonding Following Traumatic Childbirth

Women experienced traumatic childbirth talk about the lack of opportunity to express their worries and stresses. However, providing psychological support to reduce the long-term and severe consequences is essential. The present study aimed to determine the effect of supportive counseling on mother psychological reactions and mother-infant bonding following traumatic childbirth. This quasi experimental study was performed on 166 postpartum women with psychological birth trauma admitted to public hospitals in Arak, Iran. Postpartum bonding questionnaire was filled before hospital discharge. The women were randomly assigned into the intervention and control groups. The intervention group (n = 83) received individual supportive counseling for two in-person sessions before hospital discharge, and 10-15 days after delivery and a telephone consultation during 4-6 weeks after delivery. The data were collected using Edinburgh Postnatal Depression Scale, Post-Traumatic Stress Disorder checklist for DSM-5 (PCL-5), and the postpartum bonding questionnaire, after 2 months. The data were analyzed using SPSS₂₁ software and chi-square, t-test, and ANCOVA were used. The mean score of postpartum depression (PPD) symptoms in the intervention group was significantly lower than that in the control group (MD: -13.40, 95% CI: -10.66 to -16.15, P < 0.001). The severity of the PTSD symptoms in the intervention group was significantly lower than that in the control group (MD: -6.37, 95% CI: -3.55 to -9.18, P = 0.04). The mean (SD) of mother-infant bonding after controlling the effect of baseline score indicated a significant difference between the two groups (MD: -7.82, 95% CI: -6.53 to -9.11, P < 0.001). The supportive counseling seems to be effective in reducing PPD and PTSD symptoms, and improving postpartum bonding after traumatic childbirth. The use of group supportive counseling with other time intervals and long follow-up period is recommended. Further, other intervention approaches should be used for preventing the progression of psychological birth trauma toward PTSD.

[Association of postpartum depression with postpartum posttraumatic stress disorder in Korean mothers: a longitudinal survey]

PURPOSE

This study aimed to determine the level of postpartum posttraumatic stress disorder (PTSD) and postpartum depression (PPD) in Korean mothers with healthy babies and to explore the factors related to postpartum PTSD.

METHODS

This study used a longitudinal survey design to explore the levels and association of PPD and PTSD. Two hundred women were recruited during pregnancy and the data were collected via online survey from 166 mothers (84% retained) who gave birth to healthy babies, at two postpartum periods: Fear of childbirth was assessed at the 1st week; and spousal support, PPD, and postpartum PTSD were surveyed at the 4th week postpartum. Descriptive statistics, t-test, one-way analysis of variance, Chi square test, and multiple regression were done.

RESULTS

The mean age of mothers was 33.12 (±3.97) years old. Postpartum PTSD was low (8.95±6.49) with 1.8% (n=3) at risk (≥19). PPD was also low (6.68±5.28) and 30.1% (n=50) were identified at risk (≥10). The comorbid rate of PPD with PTSD was 6%. Mothers who did not have a planned pregnancy had higher scores of PPD (t=-2.78, p=.008), whereas spousal support and PPD had negative relationship (r=-.21, p=.006). The overall explanatory power for postpartum PTSD was 55.2%, of which PPD was the only significant variable (β=.76, t=13.76, p<.001).

CONCLUSION

While only 1.8% was at risk of postpartum PTSD at 4 weeks postpartum, PPD prevalence was 30.1% and PPD was the only influential factor of postpartum PTSD. Assessment and counseling of PPD are required as well as screening for postpartum PTSD. More research is also needed on postpartum PTSD in Korean women.

'We felt like part of a production system': A qualitative study on women's experiences of mistreatment during childbirth in Switzerland

INTRODUCTION

Mistreatment during childbirth is an issue of global magnitude that not only violates fundamental human rights but also seriously impacts women's well-being. The purpose of this study was to gain a better understanding of the phenomenon by exploring the individual experiences of women who reported mistreatment during childbirth in Switzerland.

MATERIALS AND METHODS

This project used a mixed methods approach to investigate women's experiences of mistreatment during childbirth in general and informal coercion specifically: The present qualitative study expands on the findings from a nationwide online survey on childbirth experience. It combines inductive with theoretical thematic analysis to study the 7,753 comments women wrote in the survey and the subsequent interviews with 11 women who reported being mistreated during childbirth.

RESULTS

The women described a wide range of experiences of mistreatment during childbirth in both the survey comments and the interviews. Out of all survey participants who wrote at least one comment (n = 3,547), 28% described one or more experiences of mistreatment. Six of the seven types of mistreatment listed in Bohren and colleagues' typology of mistreatment during childbirth were found, the most frequent of which were ineffective communication and lack of informed consent. Five additional themes were identified in the interviews: Informal coercion, risk factors for mistreatment, consequences of mistreatment, examples of good care, and what's needed to improve maternity care.

CONCLUSION

The findings from this study show that experiences of mistreatment are a reality in Swiss maternity care and give insight into women's individual experiences as well as how these affect them during and after childbirth. This study emphasises the need to respect women's autonomy in order to prevent mistreatment and empower women to actively participate in decisions. Both individual and systemic efforts are required to prevent mistreatment and guarantee respectful, dignified, and high-quality maternity care for all.

Clinician-reported childbirth outcomes, patient-reported childbirth trauma, and risk for postpartum depression

Childbirth trauma is common and increases risk for postpartum depression (PPD). However, we lack brief measures to reliably identify individuals who experience childbirth trauma and who may be at greater prospective risk for PPD. To address this gap, we used data from a racially diverse prospective cohort (n=1082). We collected survey data during pregnancy and at 12 weeks postpartum, as well as clinician-reported data from medical records. A new three-item measure of patient-reported childbirth trauma was a robust and independent risk factor for PPD, above and beyond other known risk factors for PPD, including prenatal anxiety and depression. Cesarean birth, greater blood loss, and preterm birth were each associated with greater patient-reported childbirth trauma. Finally, there were prospective indirect pathways whereby cesarean birth and higher blood loss were related to higher patient-reported childbirth trauma, in turn predicting greater risk for PPD. Early universal postpartum screening for childbirth trauma, targeted attention to individuals with childbirth complications, and continued screening for depression and anxiety can identify individuals at risk for PPD. Such efforts can inform targeted interventions to improve maternal mental health, which plays a vital role in infant development.

Postpartum depression and postpartum post-traumatic stress disorder: prevalence and associated factors

BACKGROUND

Despite the increased global interest from researchers in postpartum depression (PPD) and postpartum post-traumatic stress disorder (PP-PTSD), studies of PPD in China have shown a wide range of variability. Indeed, the prevalence and risk factors for PP-PTSD have received little attention in China.

AIM

To determine the prevalence of PPD and PP-PTSD in China, and to examine the relationships between a range of sociodemographic, pregnancy-related, and newborn-related variables, and PPD and PP-PTSD.

METHODS

A cross-sectional study involving 1136 women who returned to the obstetrics clinic for routine postpartum examination were enrolled. The sociodemographic, pregnancy-related, and newborn-related characteristics were collected. Social support, and PPD and PP-PTSD symptoms were measured by the Perceived Social Support Scale (PSSS), the Edinburgh Postnatal Depression Scale (EPDS), and the Perinatal Post-traumatic Stress Questionnaire (PPQ).

RESULTS

The prevalence rates of PPD and PP-PTSD symptoms were 23.5 and 6.1%, respectively. A multivariate model showed that the presence of PP-PTSD was the strongest risk factor for PPD symptoms and vice versa. Other risk factors for PPD included low sleep quality, low social support and newborn's incubator admission. In terms of PP-PTSD symptoms, risk factors included the presence of PPD symptoms, non-Han ethnicity, and low social support, while having one child was a protective factor.

CONCLUSIONS

This study addressed some gaps in the literature and provided a better understanding of PPD and PP-PTSD in China, which may contribute to early detection and intervention. Attention should be paid to women who are most susceptible to PPD and/or PP-PTSD, including those with low social support, low sleep quality, newborn's incubator admission, non-Han ethnicity, and women with siblings.

A prospective cohort study of post-traumatic stress disorder and maternal-infant bonding after first childbirth

OBJECTIVE

To investigate risk factors for childbirth-related post-traumatic stress disorder (CR-PTSD) measured 1-month after first childbirth, and the association between CR-PTSD and maternal-infant bonding.

METHODS

In this prospective cohort study 3006 nulliparous women living in Pennsylvania, USA, were asked about CR-PTSD at 1-month postpartum, and maternal-infant bonding at 1, 6 and 12-months postpartum. Multivariable logistic regression models identified risk factors for CR-PTSD and associations between CR-PTSD and maternal-infant bonding at 1, 6 and 12-months postpartum, controlling for confounding variables - including postpartum depression, stress and social support.

RESULTS

Nearly half (47.5%) of the women reported that during labor and delivery they were afraid that they or their baby might be hurt or die, and 225 women (7.5%) reported experiencing one or more CR-PTSD symptoms at 1-month postpartum. Depression, stress and low social support during pregnancy were associated with CR-PTSD, as well as labor induction, delivery complications, poor pain control, and unplanned cesarean delivery. Women with CR-PTSD reported a less positive childbirth experience, less shared decision-making, and were more likely to score in the bottom third on maternal-infant bonding at 1-month postpartum (adjusted odds ratio [aOR] 2.5, 95% CI 1.8-3.3, p < 0.001); at 6-months postpartum (aOR 2.1, 95% CI 1.5-2.8, p < 0.001); and at 12-months postpartum (aOR 2.2, 95% CI 1.6-3.0, p < 0.001).

CONCLUSION

In this large-scale prospective cohort study we found that CR-PTSD was consistently associated with lower levels of maternal-infant bonding over the course of the first year after first childbirth.

Translation and Validation of the Birth Satisfaction Scale-Revised in Urdu for Use in Pakistan

BACKGROUND

Satisfaction with the birth experience is increasingly recognized as critical to the well-being of mother and baby and thus accurate assessment of this key dimension is essential. The Birth Satisfaction Scale-Revised (BSS-R) has been shown to be a robust, valid, and reliable measure of birth experience. The current study sought to develop an Urdu version of the measure to be used in Pakistan.

METHODS

Following translation, a cross-sectional design was used to examine the measurement properties of the Pakistan (Urdu)-BSS-R (P-BSS-R). Participants were a purposive sample of Pakistani postnatal women (n = 200). Key psychometric properties were examined using Confirmatory Factor Analysis (CFA), internal consistency evaluation, and known-groups discriminant validity testing.

RESULTS

The majority of measurement parameters for clinical application of the P-BSS-R were found to be acceptable with good known-groups discriminant validity and data fit to the tri-dimensional theoretical model of the BSS-R observed. However, some idiosyncratic observations were highlighted, including unexpected low internal consistency.

CONCLUSIONS

The P-BSS-R was found to be a generally valid and reliable measure of the experience, a caveat being low internal consistency warranting further investigation.

Maternal psychological growth following childbirth

Although maternal postpartum mental health has been extensively studied, rather little is known regarding the factors that may facilitate psychological growth following childbirth. The present study set forth to examine various pre-birth, birth, and post-birth correlates of overall psychological growth and growth domains in postpartum women, assessed within the first months following childbirth. A sample of 428 women completed self-report measures pertaining to psychological growth, mental health, maternal attachment, and childbirth characteristics. We found that the majority of women reported psychological growth following childbirth, with those experiencing stressors in childbirth reporting the highest levels of appreciation for life. In regression analyses, postpartum factors were significantly associated with overall growth and growth domains, taking into account other factors. The more the childbirth was perceived as central to the mothers' identity and the better the maternal attachment was to the child, the higher levels of growth. Growth was also negatively related to endorsement of childbirth PTSD. Background factors, such as maternal age, education, and prior mental health, were associated with specific growth domains, although the association was small and there was no association with overall growth. Post-birth factors are important in ensuing psychological growth in the first months following birth. Attention to opportunities of growth following childbirth is warranted in clinical care, in particular following traumatic childbirth.

Traumatic memories of childbirth relate to maternal postpartum posttraumatic stress disorder

The trauma memory is a crucial feature of PTSD etiology and maintenance. Nonetheless, the nature of memories associated with childbirth-related posttraumatic stress disorder (CB-PTSD) requires explication. The present study, as part of a larger project on psychological outcomes of childbirth, utilized a multi-method approach to characterize childbirth memories in relation to CB-PTSD symptoms. We here assessed 413 women who completed self-report measures pertaining to CB-PTSD, postpartum depression, and childbirth memories. Additionally, a subset of 209 women provided written childbirth narratives, analyzed using Linguistic Inquiry and Word Count software. Women endorsing CB-PTSD symptoms on the PTSD-Checklist (PCL)-5 reported more incoherent childbirth memories with more emotional and sensory details, and more frequent involuntary recall and reliving of the memory. They also indicated the childbirth experience was more central to their identity. Written narratives in those with probable CB-PTSD were characterized by less (positive) affective processes, and more cognitive processes. We infer that childbirth memories in women who endorse symptoms of CB-PTSD in the early postpartum period resemble those described in the general PTSD literature. This suggests that childbirth may be experienced as traumatic and evoke a traumatic memory, implicated in symptom endorsement. Opportunities for therapeutic interventions modifying traumatic memories of childbirth in women at risk for CB-PTSD need to be investigated. Future research examining characteristics of traumatic childbirth memories is needed to advance our understanding of this overlooked postpartum condition.

Pharmacotherapeutic considerations for the treatment of posttraumatic stress disorder during and after pregnancy

Introduction: Posttraumatic stress disorder (PTSD) affects 3-4% of the pregnant and postpartum population. Despite its high prevalence, there has been very little research on how the disorder should be managed in this population. This is of importance as untreated PTSD has been associated with adverse outcomes both in pregnancy and in child development.Areas covered: In this article, the authors discuss the existing literature on the pharmacological treatment of PTSD. As guidelines and clinical trials in the treatment of perinatal PTSD are non-existent, they extrapolate the existing data from non-perinatal populations while considering the safety of medications in pregnancy and breastfeeding.Expert opinion: First-line treatment of perinatal PTSD ideally involves evidence-based psychotherapy rather than pharmacotherapy. However, pharmacotherapy may be required in situations of inadequate response, psychiatric co-morbidities, limited access to psychotherapy, or patient preference. The first-line pharmacotherapy options are the antidepressants sertraline, paroxetine, fluoxetine, and venlafaxine. Of these medications, sertraline has the best safety profile in pregnancy and postpartum and is thus the preferred agent. Clinical studies and consensus guidelines in the treatment of perinatal PTSD are needed given the high prevalence of the disorder and the significant risks associated with inadequate treatment.

Giving birth under hospital visitor restrictions: Heightened acute stress in childbirth in COVID-19 positive women

As the novel coronavirus (COVID-19) has spread globally, a significant portion of women have undergone childbirth while possibly infected with the virus and also under social isolation due to hospital visitor restrictions. Emerging studies examined birth outcomes in COVID-19 positive women, but knowledge of the psychological experience of childbirth remains lacking. This study survey concerning childbirth and mental health launched during the first wave of the pandemic in the US. Women reporting confirmed/suspected COVID-19 during childbirth were matched on various background factors with women reporting COVID-19 negative. We found higher prevalence of clinically significant acute stress in birth in COVID-19 positive women. This group was 11 times as likely to have no visitors than matched controls and reported higher levels of pain in delivery, lower newborn weights, and more infant admission to neonatal intensive care units. Visitor restrictions were associated with these birth outcomes. COVID-19 positive women with no visitors were 6 times as likely to report clinical acute stress in birth than COVID-19 positive women with visitors. The findings underscore increased risk for childbirth-induced psychological morbidity in COVID-19-affected populations. As hospitals continue to revise policies concerning visitor restrictions, attention to the wellbeing of new mothers is warranted.