Risk of Depressive Symptoms Associated with Morbidity in Postpartum Women in Rural Bangladesh

Is there a correlation between prepartum anaemia and an increased likelihood of developing postpartum depression? A prospective observational study

PURPOSE

Postpartum depression (PPD) represents a significant challenge to maternal and child health. Early screening for PPD is essential to ensure appropriate treatment and support. The present study aimed to assess whether maternal prepartum anaemia influences the likelihood of developing PPD within 3 days after delivery.

METHODS

In collaboration with the Department of Psychiatry, a prospective observational study was carried out at the Gynaecology and Obstetrics Department of the University of Campania "Luigi Vanvitelli" in Naples. A total of 211 full-term pregnant women were enrolled, and their predelivery haemoglobin value was recorded. Women with gestational diabetes, hypertension, pre-eclampsia, intrauterine growth restriction, intellectual disability, or pre-existing diagnosis of psychotic spectrum disorder were excluded. Participants provided written informed consent to fill out the Edinburgh Postnatal Depression Scale (EPDS) 3 days after delivery. EPDS cut-off score of ≥ 10 was used to identify women at risk of developing PPD. Statistical analysis was performed using Student's t test, the Wilcoxon Rank Sum test, and linear regression.

RESULTS

The participants were categorized into 2 groups based on EPDS scores: EPDS < 10 (176 patients) or EPDS ≥ 10 (35 patients). The two groups showed homogeneity in terms of socio-demographic and clinical characteristics. The mean haemoglobin values of anaemic pregnant women in the EPDS ≤ 10 group (11.78 ± 1.39 g/dl) and the EPDS > 10 group (11.62 ± 1.27 g/dl) were not significantly different (p = 0.52). There was no significant correlation between the predelivery haemoglobin value and the EPDS postpartum score of < 10 or ≥ 10. The Wilcoxon Rank Sum test and the estimated coefficients of the linear regression model did not show any statistical relationship between continuous and binary haemoglobin values.

CONCLUSIONS

Our study found that maternal prepartum anaemia did not negatively impact the likelihood of developing postpartum depressive symptoms, in the first 3 days after delivery.

Current Approaches to Following Up Women and Newborns After Discharge From Childbirth Facilities: A Scoping Review

INTRODUCTION

The postpartum period is critical for the health and well-being of women and newborns, but there is limited research on the most effective methods of post-childbirth follow-up. This scoping review synthesizes evidence from high-, middle-, and low-income countries on approaches to following up individuals after discharge from childbirth facilities.

METHODS

Using a systematic search in Ovid MEDLINE, we identified quantitative studies describing post-discharge follow-up methods deployed up to 12 months postpartum. We searched for English-language, peer-reviewed articles published between January 1, 2007 and November 2, 2022, with search terms covering 2 broad areas: "postpartum/postnatal period" and "surveillance." We single-screened titles and abstracts and double-extracted all included articles, recording study design and location, population, health outcome, method, timing and frequency of data collection, and percentage of study participants reached.

RESULTS

We identified 1,654 records, of which 31 studies were included. Eight studies used in-person visits to follow up participants, 10 used telephone calls, 7 used self-administered questionnaires, and 6 used multiple methods. Across studies, the minimum length of follow-up was 1 week after delivery, and up to 4 contacts were made within the first year after delivery. Follow-up (response) rates ranged from 23% to100%. Postpartum infection was the most common outcome investigated. Other outcomes included maternal (ill-)health, neonatal (ill-)health and growth, maternal mental health and well-being, care-giving/-seeking behaviors, and knowledge and intentions.

CONCLUSION

Our scoping review identified multiple follow-up methods after discharge, ranging from home visits to self-administered electronic questionnaires, which could be implemented with high response rates. The studies demonstrated that post-discharge follow-up of women and newborns was feasible, well received, and important for identifying postpartum illness or complications that would otherwise be missed. Therefore, the identified methods have the potential to become an important component of fostering a continuum of care and measuring and addressing postpartum morbidity.

Associations of pelvic floor dysfunction and postnatal mental health: a systematic review

BACKGROUND

Postpartum mental health conditions are common and can have devastating effects for both mother and infant. Adverse birth outcomes increase the risk of postnatal mental health conditions. Pelvic floor dysfunction (PFD) is a common adverse pregnancy outcome that may be a risk factor for postnatal mental health conditions. There are many studies reporting associations between PFD and postnatal mental health conditions, but no reports have synthesised the current literature as it relates to pregnancy and the postpartum period.

METHODS

A research librarian conducted systematic literature searches using terms concerning PFD, postnatal mental health conditions, and pregnancy. Searches were conducted within PubMed, Embase, CINAHL, Cochrane, and Scopus. Two reviewers independently rated each study for inclusion and study quality. No studies were excluded based on quality.

RESULTS

A total of 47 studies were included for review. Articles addressed sexual dysfunction (n = 11), incontinence (n = 21), perineal laceration (n = 13), pelvic organ prolapse (n = 2), and general pelvic floor symptoms (n = 2) and associations with postnatal mental health conditions. Two articles addressed more than one type of PFD. The majority (44 studies) reported associations between PFD and adverse postnatal mental health conditions.

DISCUSSION

Most studies included for review found consistent associations between PFD and adverse mental health conditions. Healthcare providers should screen for PFD and postnatal mental health conditions early in the postpartum period. Future research should investigate whether the treatment of PFD can modify the associations between PFD and postnatal mental health conditions.

Predicting Patients Requiring Treatment for Depression in the Postpartum Period Using Common Electronic Medical Record Data Available Antepartum

Introduction

Depression requiring treatment in the postpartum period significantly impacts maternal and neonatal health. Although preventive management of depression in pregnancy has been shown to decrease the negative impacts, current methods for identifying at-risk patients are insufficient. Given the complexity of the diagnosis and interplay of clinical/demographic factors, we tested whether machine learning techniques can accurately identify at-risk patients in the postpartum period.

Methods

This is a retrospective cohort study of the NIH Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-Be, which enrolled 10,038 nulliparous people. The primary outcome was depression in the postpartum period. We constructed and optimized 4 machine learning models using distributed random forest modeling and 1 logistic regression model on the basis of the NIH Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-Be dataset. Model 1 utilized only readily obtainable sociodemographic data. Model 2 added maternal prepregnancy mental health data. Model 3 utilized recursive feature elimination to construct a parsimonious model. Model 4 further titrated the input data to simplify prepregnancy mental health variables. The logistic regression model used the same input data as Model 3 as a proof of concept.

Results

Of 8,454 births, 338 (4%) were complicated by depression in the postpartum period. Model 3 was the highest performing, showing the area under the receiver operating characteristics curve of 0.91 (±0.02). Models 1-3 identified the 9 variables most predictive of depression hierarchically, ranging from depression history (highest), history of mental health condition, recent psychiatric medication use, BMI, income, age, anxiety history, education, and preparedness for pregnancy (lowest). In Model 4, the area under the receiver operating characteristics curve remained at 0.79 (±0.05).

Conclusions

Postpartum depression can be predicted with high accuracy for individual patients using antepartum information commonly found in electronic medical records. In addition, baseline mental health status and sociodemographic factors have a larger role in the postpartum period than previously understood.

A scoping review on women’s sexual health in the postpartum period: opportunities for research and practice within low-and middle-income countries

Background

Women’s sexual health is generally defined and explored solely in relation to reproductive capacity, and often omits elements of sexual function and/or dysfunction. Concerted focus is given to women’s health during pregnancy; however, women’s sexual health is largely neglected after childbirth. This scoping review explored how the sexual health of postpartum women has been defined, measured, and researched in low- and middle-income countries (LMICs).

Methods

Articles eligible for review were those that investigated women’s sexual health during the first 12 months postpartum and were conducted among women aged 15–49 in LMICs. Eligibility was further restricted to studies that were published within the last 20 years (2001–2021). The initial PubMed search identified 812 articles, but upon further eligibility review, 97 remained. At this time, the decision was made to focus this review only on articles addressing sexual function and/or dysfunction, which yielded 46 articles. Key article characteristics were described and analyzed by outcome.

Results

Of the final included articles, five studies focused on positive sexual health, 13 on negative sexual health, and the remaining 28 on both positive and negative sexual health or without specified directionality. The most common outcome examined was resumption of sex after childbirth. Most studies occurred within sub-Saharan Africa (n = 27), with geographic spread throughout the Middle East (n = 10), Asia (n = 5), North Africa (n = 3), and cross-geography (n = 1); notably, all five studies on positive sexual health were conducted in Iran. Negative sexual health outcomes included vaginismus, dyspareunia, episiotomy, perineal tears, prolapse, infection, obstetric fistula, female genital cutting, postnatal pain, uterine prolapse, coercion to resume sex, sexual violence, and loss of sexual desire/arousal. Most studies were quantitative, though eight qualitative studies elucidated the difficulties women endured in receiving information specific to sexual health and hesitance in seeking help for sexual morbidities in the postpartum period.

Conclusions

Overall, the evidence base surrounding women’s sexual health in the postpartum period within LMICs remains limited, with most studies focusing solely on the timing of resumption of sex. Integration of sexual health counseling into postnatal care and nonjudgmental service provision can help women navigate these bodily changes and ultimately improve their sexual health.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12978-022-01399-6.

Women’s sexual health is often studied in relation to reproductive health and childbearing. While reproductive health during pregnancy and immediately after is well documented, it remains unclear how women’s sexual health is addressed, particularly within low- and middle-income countries. The aim of this review is to understand how researchers have measured, defined, and examined postpartum sexual health. In October 2021, we searched PubMed database with the following criteria: published in the last 20 years; conducted in a low- or middle-income context; examined sexual function and/or dysfunction among women aged 15–49 within 1 year after childbirth. From this inclusion criteria, we identified 46 relevant articles. Most studies were conducted in sub-Saharan Africa. Only five studies focused exclusively on positive sexual health, and the majority of studies examined the resumption of sex after childbirth. Multiple qualitative studies described women’s reluctance to seek help for postpartum sexual health issues and highlighted the difficulties they faced in receiving information specific to sexual health. Overall, the evidence base surrounding women’s sexual health after childbirth within low- and middle-income contexts is limited. Future research should examine sexual health beyond resumption of sex after childbirth and explore barriers to help-seeking for women experiencing sexual health issues. Further exploration of positive sexual health is needed across contexts.

The prevalence and determinants of postpartum depression (PPD) symptomatology among facility delivered mothers of Dhaka city

BACKGROUND

Postpartum depression (PPD) is among the top mental health issues and affects children's health and cognitive development. This study aimed to identify the prevalence of PPD symptomatology and possible determinants among facility delivered mothers of Dhaka city.

METHOD

A cross-sectional study was conducted among 291 mothers within the 12 months of postpartum during January to May 2019.

RESULTS

The prevalence of PPD symptomatology was 29.9 % among postpartum mothers. Multiple adjusted odds ratios of stepwise logistic regression analyses revealed, mothers age more than 30 years (AOR = 2.56:95 %CI = 1.21-5.39), being a mother for the first time (AOR = 2.08:95 %CI = 1.09-3.96), lost job or couldn't able to do paid work due to pregnancy (AOR = 2.60:95 %CI = 1.25-5.43), hypertension history (AOR = 2.48:95 %CI = 1.20-5.10), neonatal complication (AOR = 2.04:95 %CI = 1.05-3.95), and rare or no support from husband (AOR = 4.12:95 %CI = 2.14-7.95) were identified as significant predictors of PPD. However, having a household income of more than 50,000 Bangladeshi Taka per month (AOR = 0.36:95 %CI = 0.17-0.76) and passing less sedentary hours (AOR = 0.41:95 % CI = 0.23-0.75) were protective factors for PPD.

CONCLUSION

Our study has revealed a relatively high prevalence of PPD symptomatology; therefore, mental health counseling and proper management of cases are essential for bettering mothers and the next generation.

Maternal multimorbidity during pregnancy and after childbirth in women in low- and middle-income countries: a systematic literature review

Background

For every maternal death, 20 to 30 women are estimated to have morbidities related to pregnancy or childbirth. Much of this burden of disease is in women in low- and middle-income countries. Maternal multimorbidity can include physical, psychological and social ill-health. Limited data exist about the associations between these morbidities. In order to address all health needs that women may have when attending for maternity care, it is important to be able to identify all types of morbidities and understand how each morbidity influences other aspects of women’s health and wellbeing during pregnancy and after childbirth.

Methods

We systematically reviewed published literature in English, describing measurement of two or more types of maternal morbidity and/or associations between morbidities during pregnancy or after childbirth for women in low- and middle-income countries. CINAHL plus, Global Health, Medline and Web of Science databases were searched from 2007 to 2018. Outcomes were descriptions, occurrence of all maternal morbidities and associations between these morbidities. Narrative analysis was conducted.

Results

Included were 38 papers reporting about 36 studies (71,229 women; 60,911 during pregnancy and 10,318 after childbirth in 17 countries). Most studies (26/36) were cross-sectional surveys. Self-reported physical ill-health was documented in 26 studies, but no standardised data collection tools were used. In total, physical morbidities were included in 28 studies, psychological morbidities in 32 studies and social morbidities in 27 studies with three studies assessing associations between all three types of morbidity and 30 studies assessing associations between two types of morbidity. In four studies, clinical examination and/or basic laboratory investigations were also conducted. Associations between physical and psychological morbidities were reported in four studies and between psychological and social morbidities in six. Domestic violence increased risks of physical ill-health in two studies.

Conclusions

There is a lack of standardised, comprehensive and routine measurements and tools to assess the burden of maternal multimorbidity in women during pregnancy and after childbirth. Emerging data suggest significant associations between the different types of morbidity.

Systematic review registration number

PROSPERO CRD42018079526.

Association between anemia and maternal depression: A systematic review and meta-analysis

Previous observational epidemiological studies have reported inconsistent findings regarding the association between anemia and the risk of maternal depression. In the present study, we investigated the relationship between anemia and the risk of maternal depression using a meta-analysis. We searched PubMed, EMBASE, and the bibliographies of relevant articles in May 2019. Three evaluators independently reviewed and selected the eligible studies based on the predetermined selection criteria. A random-effects model was employed to calculate meta-estimates of the association between anemia and maternal depression. Of the 1305 articles, 15 observational epidemiological studies (five case-control studies and 10 cohort studies) were included in the final analysis. A total of 32,792,378 women were included. Anemia was significantly associated with an increased risk of maternal depression in the random-effects meta-analysis of 15 studies (OR/RR: 1.53, 95% CI: 1.32-1.78). The association was consistent in both antepartum (OR/RR: 1.36, 95% CI: 1.07-1.72) and postpartum depression (OR/RR: 1.53, 95% CI: 1.32-1.78). Subgroup meta-analyses based on definition of anemia, definition of depression, and methodological quality reported consistent findings. The current meta-analysis showed that anemia was associated with an increased risk of maternal depression.

Prevalence and risk factors of postpartum depression within one year after birth in urban slums of Dhaka, Bangladesh

Postpartum depression (PPD) is a serious pubic health concern and known to have the adverse effects on mother’s perinatal wellbeing; and child’s physical and cognitive development. There were limited literatures on PPD in Bangladesh, especially in urban slum context. The aim of this study was to assess the burden and risk factors of PPD among the urban slum women. A cross-sectional study was conducted between November-December 2017 in three urban slums on 376 women within first 12 months of postpartum. A validated Bangla version of Edinburgh Postnatal Depression Scale was used to measure the depression status. Respondent’s socio-economic characteristics and other risk factors were collected with structured validated questionaire by trained interviewers. Unadjusted Prevalence Ratio (PR) and Adjusted Prevalence Ratio (APR) were estimated with Generalized Linear Model (GLM) and Generalized Estimating Equation (GEE) respectively to identify the risk factors of PPD. The prevalence of PPD was 39.4% within first 12 months following the child birth. Job involvement after child delivery (APR = 1.9, 95% CI = 1.1, 3.3), job loss due to pregnancy (APR = 1.5, 95% CI = 1.0, 2.1), history of miscarriage or still birth or child death (APR = 1.4, 95% CI = 1.0, 2.0), unintended pregnancy (APR = 1.8, 95% CI = 1.3, 2.5), management of delivery cost by borrowing, selling or mortgaging assets (APR = 1.3, 95% CI = 0.9, 1.9), depressive symptom during pregnancy (APR = 2.5, 95% CI = 1.7, 3.8) and intimate partner violence (APR = 2.0, 95% CI = 1.2, 3.3), were identified as risk factors. PPD was not associated with poverty, mother in law and any child related factors. The burden of postpartum depression was high in the urban slum of Bangladesh. Maternal mental health services should be integrated with existing maternal health services. Research is required for the innovation of effective, low cost and culturally appropriate PPD case management and preventive intervention in urban slum of Bangladesh.

Postpartum Depression and Risk Factors among Vietnamese Women

Postpartum depression (PPD) places a burden on maternal health. PPD exerts a negative impact on mothers' health and children's life. The purpose of this research was to identify the prevalence of PPD and the risk factors contributing to PPD. Therefore, a cross-sectional quantitative study was conducted. 116 women were categorized into two groups. One category included new mothers who received scores of Edinburgh Postpartum Depression Scale (EPDS) 12 or more. The other category included mothers who received scores less than 12. Descriptive statistic and then binary logistic regression were also performed. For EPDS ≥ 12, the prevalence of PPD was 27.6% among new mothers during the first year after delivery. Level of education, diseases during pregnancy, being the first-time mothers, dissatisfaction about family, and limited communication and interaction with others were significant predictors of PPD.