Predictors of maternal psychological distress in rural India: a cross-sectional community-based study

Assessing the Prevalence and Risk Factors of Postpartum Depression: A Cross-Sectional Study Conducted in the Urban Areas of Ankuli in Southern Odisha

Background Postpartum depression (PPD) is a complex mix of physical, emotional, and behavioral changes that happen in some women after giving birth. Objectives The aim of the study is to determine the prevalence of PPD using the Edinburgh Postnatal Depression Scale (EPDS) and evaluate the predisposing factors for PPD. Methodology The present observational study was conducted in the Department of Community Medicine, Maharaja Krushna Chandra Gajapati (MKCG) Medical College and Hospital, Brahmapur, Odisha, India from May 2022 to November 2022. Using the EPDS, participants were assessed for postnatal depression. Every subject additionally filled out a risk factor questionnaire covering important sociodemographic and obstetric parameters. The prevalence of an EPDS score of 12 or above is the primary outcome measure. Results The study encompassed 121 mothers, with 8.26% scoring above the depression cutoff of 12 and 6.61% falling within the borderline range. Notably, all mothers surpassing the cutoff were from joint families, contrasting with those from nuclear families. A predominant portion of the depressive group was in their 20s, while the borderline group primarily consisted of mothers in their 30s. Urban residency and government hospital care were universal among the samples. Mode of delivery showed significance, with a higher prevalence of PPD observed among those who underwent a lower segment cesarean section. Additionally, maternal age, anemia, mode of delivery, educational status, adverse life events, and lack of partner support significantly correlated with depression scores. Notably, maternal age emerged as the most influential factor, followed by anemia and mode of delivery. Spearman correlation analysis revealed moderate negative associations between various aspects of maternal depression and the ages of their babies, indicating that younger infants were associated with greater maternal distress. However, the correlation between feeling sad or miserable and the baby's age was negligible. These findings emphasize the multifaceted nature of PPD, highlighting the interplay between sociodemographic factors, maternal well-being, and infant age.

Psychological Distress in Low-Income and Economically Marginalized Populations in India: Protective and Risk Factors

Studies at the juncture of development economics and public health take on considerable responsibility in addressing inequality and related mental health distress. Mental healthcare in economically marginalized populations requires depicting the linkages between socioeconomic status and psychological distress. In the present work, a sequential mixed-methods design was used to study 190 people in such communities in India. Gender-dependent psychological distress was found according to the Kessler Psychological Distress Scale (K-10) with moderate distress in women (M = 26.30, SD = 9.15) and mild distress in men (M = 21.04, SD = 8.35). Regression analysis indicated that gender significantly predicted psychological distress, followed by age, marital status, and the level of education of the head of the family. The Interpretative Phenomenological Analysis of semi-structured interviews of the six women who scored the highest on the distress scale unveiled three master themes: (1) manifestation of psychological distress, (2) contextual challenges, and (3) sources of strength and resilience. Overall, participants reported a lack of resources, community violence, gender discrimination, and widespread substance use as major contributors to the ongoing distress. These findings can pave the way for future studies to expand beyond independent economic indicators and curate clinical interventions for culturally competent mental healthcare.

A prospective cohort study to assess the prevalence and risk factors of antepartum depression and its effect on maternal and fetal outcome

Antepartum depression (APD) is a public health issue has negative repercussions on the health of the mother, child, and family. Early screening for APD will help in early detection and further prevention of postpartum depression and adverse maternal and fetal outcomes. This study was designed to determine i) the prevalence rate of APD in the Indian population and its associated risk factors, ii) the impact of APD on maternal and fetal outcomes. A retrospective cohort study was conducted among antenatal women in the third trimester and screened for antepartum depression between October 2021 and March 2022 by adopting the Edinburgh Postnatal Depression Scale (EPDS). In the study population, 36.6 % had mild to moderate level of depressive symptoms (EPDS score of 8-12) and 28 % had high levels of depressive symptoms (EPDS score of ≥13). An unplanned pregnancy, a history of abortion, and a history of any pregnancy complications were the likely maternal risk factors for developing antepartum depression. The APD risk was also likely to be increased by sociodemographic and personal factors such as insufficient family support, a history of domestic violence, marital dissatisfaction, and a partner with a poor level of education (P < 0.05). Women screened with antepartum depression had 58.34 times the likelihood of developing postpartum depression and a threefold greater risk of having premature delivery. These findings may help to improve pregnancy outcomes by early identification, referral for early treatment of antepartum depression, also inform maternal mental health service development and utilization for boosting women's mental wellbeing.

SMARThealth PRegnancy And Mental Health study: protocol for a situational analysis of perinatal mental health in women living in rural India

Introduction

The situation for women experiencing mental health problems during pregnancy and postpartum in rural India is critical: a high burden of disease, a high estimated number of women are undiagnosed and untreated with mental health problems, a substantial gap in research on women's perinatal health, and severe stigma and discrimination. The SMARThealth Pregnancy study is a cluster randomised trial using a digital intervention to identify and manage anaemia, hypertension, and diabetes in the first year after birth in rural India. Within this study, the SMARThealth Pregnancy and Mental Health (PRAMH) study is a situational analysis to understand mental health problems during pregnancy and in the first year following birth in this population.

Methods/design

This situational analysis aims to analyse and to assess the context of perinatal mental health, health services, barriers, facilitators, and gaps in Siddipet district of Telangana state in India, to develop an implementation framework for a future intervention. A tested, standardised situational analysis tool will be adapted and applied to perinatal mental health in rural India. A desktop and policy review will be conducted to identify and analyse relevant mental health and pregnancy care policies at the national and state levels. We will conduct in-depth interviews with policymakers, planners, mental health professionals and other experts in perinatal mental health (n = 10-15). We will also conduct focus group discussions with key stakeholders, including women with perinatal mental health problems, their families and carers, and community health workers (n = 24-40). A theory of change workshop with key stakeholders will be conducted which will also serve as a priority setting exercise, and will clarify challenges and opportunities, priorities, and objectives for a pilot intervention study. The analysis of qualitive data will be done using thematic analysis. Based on the data analysis and synthesis of the findings, an implementation framework will be developed to guide development, testing and scale up of a contextually relevant intervention for perinatal mental health.

Discussion

The situational analysis will help to establish relationships with all relevant stakeholders, clarify the context and hypotheses for the pilot intervention and implementation.

Maternal mental health and economic autonomy in lowland rural Nepal: Do parents-in-law provide constraint or support?

Background and objectives

In patrilocal societies, married women typically co-reside with their parents-in-law, who may act in their son's reproductive interests. These relationships may shape maternal mental health and autonomy. Few studies have examined these dynamics from an evolutionary perspective. Theoretically, marital kin may increase their fitness by increasing maternal investment or by reducing paternity uncertainty. We explored how co-residence with parents-in-law and husband is associated with maternal outcomes to evaluate whether marital kin provide support or constraint.

Methodology

We analysed data from 444 households in rural lowland Nepal. Maternal mental health was assessed by General Health Questionnaire. Logistic regression models investigated whether, relative to mothers living with both husband and parents-in-law, those co-resident with other combinations of relatives had poorer mental health and lower household economic autonomy (decision-making, bargaining power), adjusting for socio-economic confounders.

Results

Co-residence with husband only, or neither husband nor parents-in-law, was associated with higher odds of mothers reporting feeling worthless and losing sleep but also earning income and making household expenditure decisions. Husband co-residence was associated with overall maternal distress but also with less unpaid care work and greater decision-making responsibility. There were no differences in maternal outcomes for mothers living with parents-in-law only, relative to those living with both husbands and parents-in-law.

Conclusions and implications

Co-residence of parents-in-law and husbands was associated with contrasting patterns of maternal mental health and economic autonomy. We suggest that different marital kin place different economic demands on mothers, while restricting their autonomy in different ways as forms of 'mate-guarding'.

Adolescent perinatal mental health in South Asia and Sub-Saharan Africa: A systematic review of qualitative and quantitative evidence

Despite the contribution of mental ill-health to perinatal morbidity and mortality, the experiences of adolescent girls and young women (AGYW) in low- and middle-income countries remain overlooked. This review explores potential intersecting vulnerabilities for perinatal mental health to identify the prevalence, risk factors, interventions, and implications for health services and future research. We searched mixed-methods English-language studies in four databases (MEDLINE, PsycInfo, Global Health, Embase) published between January 1, 2000 and April 30, 2022 reporting age-disaggregated data on the prevalence, risk factors, and interventions for AGYW's mental health during pregnancy through one year postpartum (quantitative) and/or the mental health experiences of AGYW in the perinatal period (qualitative). Our search yielded 3205 results, of which 48 met the inclusion criteria. Both regions observe a paucity of robust evidence and intervention evaluations, particularly South Asia. While meta-analysis was infeasible due to study heterogeneity, quantitative studies do identify individual-level risk factors for perinatal depression. Qualitative studies emphasise stigma's impact, among other societal-level social risk factors, on diverse perinatal mental health outcomes of importance to AGYW themselves. Rigorous evaluations of interventions are lacking bar two protocols with forthcoming results. Evidence gaps persist concerning prevalence of outcomes beyond depression and implications of AGYW's perinatal experiences including pregnancy/perinatal loss and obstetric and postpartum complications. High-quality research, including comparable prevalence and multi-method evidence identifying risk and protective factors and promising interventions is urgently needed to improve adolescent wellbeing in the perinatal period. A key strength of this review is our assessment of available evidence for both regions. In doing so, we address a critical blind spot of prior reviews that focused either on adult perinatal mental health in low- and middle-income countries, or on AGYW perinatal mental health in high-income settings but neglected the intersection of these potential vulnerabilities for these high-burden, low-resource contexts.

Peripartum depression and its predictors: A longitudinal observational hospital-based study

BACKGROUND

Depression is a common problem in women in childbearing years due to burdens of motherhood and building a family. Few studies estimate the prevalence of antepartum depression compared to those in the postpartum period.

AIM

To estimate the prevalence and the severities of peripartum depression and major depressive disorder and their predictors.

METHODS

This is a longitudinal observation study. It included 200 women scoring ≥ 13 with the Edinburgh Postpartum Depression Scale, indicating presence of symptoms of depression. They had a gestational age of ≥ 6 wk and did follow-ups until the 10^th week to 12^th weeks postpartum. Information of women's reactions to life circumstances and stressors during the current pregnancy were gathered from answers to questions of the designed unstructured clinical questionnaire. Severities of depression, anxiety, and parenting stress were determined by the Beck Depre-ssion Inventory, State-Trait Anxiety Inventory for Adults, and Parenting Stress Index-Short Form, respectively. Psychiatric interviewing was done to confirm the diagnosis of major depression. Measuring the levels of triiodothronine (T3), thyroxine (T4), and thyroid stimulating hormone (TSH) was done in both antepartum and postpartum periods.

RESULTS

Out of 968 (mean age = 27.35 ± 6.42 years), 20.66% (n = 200) of the patients had clinically significant symptoms of depression and 7.44% had major depression. Previous premenstrual dysphoria, post-abortive depression, and depression unrelated to pregnancy and were reported in 43%, 8%, and 4.5% of the patients, respectively. Psychosocial stressors were reported in 15.5% of the patients. Antepartum anxiety and parenting stress were reported in 90.5% and 65% of the patients, respectively. Postpartum T3, T4, and TSH levels did not significantly differ from reference values. Regression analysis showed that anxiety trait was a predictor for antepartum (standardized regression coefficients = 0.514, t = 8.507, P = 0.001) and postpartum (standardized regression coefficients = 0.573, t = 0.040, P = 0.041) depression. Antepartum depression (standardized regression coefficients = -0.086, t = -2.750, P = 0.007), and parenting stress (standardized regression coefficients = 0.080, t = 14.34, P = 0.0001) were also predictors for postpartum depression.

CONCLUSION

Results showed that 20.66% of the patients had clinically significant symptoms of depression and 7.44% had major depression. Anxiety was a predictor for antepartum and postpartum depression. Antepartum depression and parenting stress were also predictors for postpartum depression.

COVID-19, adversities and depression among older adolescents in urban slums of India

PURPOSE

We report findings from a survey on the mental health impact of COVID-19 factoring environmental adversities among older adolescents (15-19 years) living in urban slums in India.

METHODS

We report survey results of 3490 older adolescents. Patient Health Questionnaire-9 was used to assess depression, slum adversity questionnaire for slum conditions, and for COVID-19 infection we recorded self-reported positivity status. Sociodemographic details were also collected. Additional sub-group analyses of sample who had depression and tested positive for COVID-19 infection was conducted. We used univariate and multivariate logistic regression models to identify factors and COVID-19 infection that were associated with depression.

RESULTS

Adolescents with adversities were three times more likely to report depression. Adolescents who reported COVID-19 infection were about two times more likely to have depression. Sub-group analyses showed that adolescents having experienced adversities and girls were more likely to report depression following COVID-19 infection.

CONCLUSIONS

There is a need for an intersectional research framework that incorporates stress arising out of a pandemic, social disadvantage, and systemic inequities. Such a framework will help to assess mental health issues of developmentally vulnerable groups residing in disadvantageous conditions.

Impact of perinatal maternal depression on child development

BACKGROUND

As India reduced maternal mortality by 50% in the last decade, the mental health of mothers has slowly started catching our attention. Increased participation of women in the economic sector and awareness of women's rights has added to this process. Perinatal depression has been associated with negative birth outcomes and poor child development. The paucity of research from eastern India poses challenges for physicians and hinders effective medical interventions.

AIM

To investigate the effect of antenatal and postnatal depression on child development at 12 months of age.

METHOD

In total, 174 mothers were administered Bengali Edinburgh Postnatal Depression Scale (EPDS-B) for assessment of antenatal and postnatal depression. Developmental Assessment Scale in Indian Infants (DASII) was administered to assess the motor and cognitive development of their children (n = 153) at 12 months.

RESULT

The prevalence of antenatal and postnatal depression was 28.7% and 16.7%, respectively. Antenatal depression predicted postnatal depression (b = 0.631). Mothers with AD scored significantly low on family support measures (P = 0.012). Children of mothers with AD had low motor and cognitive attainment at the age of 12 months (P = 0.022).

CONCLUSION

Screening and treatment of mental health need to be included in the antenatal care routine to facilitate appropriate child development.

The mental health impact of perinatal loss: A systematic review and meta-analysis

Perinatal loss can pose a significant risk to maternal mental health. There is limited data on the strength of association between perinatal loss and subsequent common mental health disorders (CMHD) such as anxiety, depression and post-traumatic symptoms (PTS). A systematic review and meta-analysis identified studies with control groups, published between January 1995 and March 2020 reporting validated mental health outcomes following perinatal loss. We identified 29 studies from 17 countries, representing a perinatal loss sample (n = 31,072) and a control group of women not experiencing loss (n = 1,261,517). We compared the likelihood of increased CMHD in both groups. Random-effects modelling on suggested that compared to controls, perinatal loss was associated with increased risk of depressive (RR = 2.14, 95% CI = 1.73-2.66, p < 0.001, k = 22) and anxiety disorders (RR = 1.75, 95% CI = 1.27-2.42, p < 0.001, k = 9). Compared to controls, Perinatal loss was also associated with increased depression (SMD = 0.34, 95% CI = 0.20-0.48, p < 0.001, k = 12) and anxiety scores (SMD = 0.35, 95% CI = 0.12-0.58, p < 0.003, k = 10). There were no significant effects for post-traumatic stress (PTS) outcomes (k = 3). Our findings confirm that anxiety and depression levels following perinatal loss are significantly elevated compared to "no loss" controls (live-births, non pregnant from community, or difficult live births). Elevated depression and anxiety rates were also reported for those who experienced loss during later stages of pregnancy. Assessing mental health following loss is a maternal health priority.

Risk factors of postpartum depression

BACKGROUND

Postpartum depression (PPD) is one of the most common puerperal psychiatric illnesses impairing quality of life and mental health of the mother and also the child.

AIM

The aim is to study the prevalence and risk factors of PPD.

MATERIALS AND METHODS

This cross-sectional observational study was done on a sample of 295 mothers who delivered and were followed up at a tertiary care hospital. The mothers were administered Edinburgh Postnatal Depression Scale, and demographic, psychosocial, and clinical data were collected.

RESULTS

The age of the participant mothers ranged from 18 to 35 years and age at marriage ranged from 21 to 24 years. In most of the mothers, the parity was 2 and they had institutional vaginal delivery. The prevalence of PPD in this population of mothers was 30.84%. The factors that had a statistically significant association with PPD included: lower educational status of mother, lower family income, rural place of residence, higher parity, preterm delivery, and adverse events in newborn.

CONCLUSION

PPD is a common mental health problem in the postpartum period. Sociodemographic factors such as low educational status of mothers, rural population, and low monthly family income were found to be associated with PPD. Primipara status, preterm delivery, and adverse events in newborn were also significantly associated.

Prevalence and risk factors of postpartum depression in the Middle East: a systematic review and meta-analysis

BACKGROUND

Postpartum depression (PPD) is a common social health problem that affects not only the mother and newborn, but extends to other family members as well as various aspects of their lives. This systematic review and meta-analysis aims to identify the prevalence and risk factors of postpartum among the women in Middle East countries.

METHODS

We searched published articles from Web of Science, EMBASE, PubMed and Cochrane electronic databases to establish study articles. Articles regarding postpartum depression prevalence and associated factors among women in the Middle East were included in this systematic review and meta-analysis. A random-effect model was used for estimation of pooled postpartum depression prevalence with a 95% confidence interval (CI) and forest plot. Presence of heterogeneity was checked by Cochran's (Q) test, and funnel plots and Egger's statistical tests were used to assess publication bias.

RESULTS

A total of 15 studies were included in this systematic review. The studies were conducted in different countries of the Middle East between 2006 and 2020, nine of the included studies were cross-sectional studies and six were cohort studies. The overall pooled estimate of the prevalence of postpartum depression in the Middle East mothers was very high 27% (95% CI 0.19-0.35). The common risk factors reported based on our review were poor economic, pregnancy associated complications, low education, unplanned pregnancy, housewife, inadequate social support from family members and the feeding by formula. Poor economic and complication during pregnancy presented a significant relationship regarding postpartum depression in meta-analysis.

CONCLUSIONS

The prevalence of postpartum depression in the Middle East was higher than other regions of the world. In response to this, we recommend an increase of routine screening for depression during postpartum in this area. Furthermore, it might be necessary to integrate mental health with maternal health care in clinical practice during the postpartum.

Caste, Religion, and Mental Health in India

The relationship between mental health and social disadvantage in low- and middle-income countries is poorly understood. Our study contributes the first population-level analysis of mental health disparities in India, where the two marginalized groups that we study constitute a population larger than that of the USA. Applying two complementary empirical strategies to data on 10,125 adults interviewed by the World Health Organisation's Survey of Global Ageing and Adult Health (WHO-SAGE), we document and standardize gaps in self-reported mental health between the dominant social group (higher caste Hindus) and two marginalized social groups (Scheduled Castes and Muslims). We find that differences in socioeconomic status cannot fully explain the large disparities in mental health that we document, especially for Muslims. Our results highlight the need for research to understand the causes and consequences of mental health disparities in India, and for policies to move beyond redistribution and address discrimination against Scheduled Castes and Muslims.

Stillbirths and neonatal deaths among 18 942 women with postpartum hemorrhage: Analysis of perinatal outcomes in the WOMAN trial

OBJECTIVE

To describe the rates and risk factors for stillbirth and pre-discharge neonatal mortality (PDNM), and impact on quality of life (QoL) among women with postpartum hemorrhage (PPH).

METHODS

A secondary analysis was conducted of the WOMAN trial, which evaluated the use of tranexamic acid for PPH and collected infant outcome data to assess drug safety. The analysis was restricted to singletons (n=18 942). Overall and country-level rates of stillbirth and PDNM were calculated. Multilevel logistic regression models examined the association of stillbirth and PDNM with selected risks, and the association of mother's QoL at discharge after stillbirth or PDNM.

RESULTS

For women with PPH, the rate of stillbirths was 104.42 per 1000 births (n=1978) and the rate of PDNM was 15.56 per 1000 live births (n=264). Cesarean delivery, increasing blood loss, maternal complications, and maternal death were strongly associated with these adverse outcomes. Women with stillbirth and PDNM were significantly more likely to report poorer QoL.

CONCLUSION

Women with PPH experience an extremely high rate of stillbirth and slightly elevated PDNM, which is associated with markers of the severity of their condition and impacts on their QoL.

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 gender disadvantage factors and postnatal psychological distress among young women: A community-based study in rural India

Common mental health disorders are studied extensively among adult women globally. However, they remain under-researched among young women. This study aims to determine whether gender disadvantage factors are associated with psychological distress among young women in rural India, where the child sex ratio is lower than the national average. A cross-sectional survey was conducted in rural Pune, India. A total of 229 young married women who had a live birth in the last 12 months were screened for psychological distress. The predictors of psychological distress were estimated using multivariable logistic regression analyses. Psychological distress was found among 50 respondents (21.9%). Young women who were married before 18 years had 2.19 times higher odds of distress than women who were married after 18 years. Young women who gave birth to a female infant had 2.43 times higher odds of distress than those who gave birth to a male infant. Lack of partner support and experience of postnatal health complications were other predictors. Study findings ascertain the role of gender disadvantage factors in causing psychological distress. From a public health perspective, early identification and treatment of psychological distress, is imperative, along with addressing gender inequitable practices.

"A Woman Is a Puppet." Women's Disempowerment and Prenatal Anxiety in Pakistan: A Qualitative Study of Sources, Mitigators, and Coping Strategies for Anxiety in Pregnancy

Common mental disorders are highly prevalent among pregnant women in low- and middle-income countries, yet prenatal anxiety remains poorly understood, particularly in the sociocultural context of South Asia. Our study explored sources, mitigators, and coping strategies for anxiety among symptomatic pregnant women in Pakistan, particularly in relation to autonomy in decision-making and social support. We interviewed 19 pregnant married women aged 18–37 years recruited from 2017–2018 at a public hospital in Rawalpindi who screened positive for anxiety. Thematic analysis was based on both inductive emergent codes and deductive a priori constructs of pregnancy-related empowerment. Gender norms emerged as an important dimension of Pakistani women’s social environment in both constraining pregnancy-related agency and contributing to prenatal anxiety. Women’s avenues of self-advocacy were largely limited to indirect means such as appeals to the husband for intercession or return to her natal home. The levels of autonomy during pregnancy depended on the area of decision-making, and peer/family support was a critical protective factor and enabling resource for maternal mental health. Women’s disempowerment is a key contextual factor in the sociocultural experience of prenatal maternal anxiety in South Asia, and further examination of the intersections between empowerment and perinatal mental illness might help inform the development of more context-specific preventive approaches.

Multidimensional predictors of common mental disorders among Indian mothers of 6- to 24-month-old children living in disadvantaged rural villages with women's self-help groups: A cross-sectional analysis

Common mental disorders (CMD) among mothers cause disability, negatively affect child development, and have high long-term economic costs. Little is known about how factors across multiple life dimensions, modeled together, are differentially related to maternal mental health in high poverty contexts. Further, there is limited evidence on determinants of CMD in areas where self-help groups (SHGs) exist to promote women's wellbeing. Filling this evidence gap is important given the high prevalence of CMD and the rapid expansion of SHGs in rural India. Cross-sectional data were collected from 1644 mother-infant pairs living in disadvantaged rural villages across five Indian states-Jharkhand, Madhya Pradesh, West Bengal, Odisha, and Chhattisgarh-surveyed in the Women Improving Nutrition through Group-based Strategies study. CMD were assessed using the 20-item Self Reporting Questionnaire (SRQ). We examined 31 factors across four life dimensions: work (work type, time spent in labor, domestic and caretaking activities), agency (SHG membership, decision-making, gender attitudes), health/nutrition (underweight, fertility, diet diversity, child illness), and household/environment (dependency ratio, wealth, food security, shocks, water, sanitation). Survey-adjusted multivariate logistic and ordinary least squares regression models were fit to examine predictors of CMD or SRQ score. On average, mothers were 26 (range 18-46) years old and their children were 15 (range 6-24) months old. CMD defined as ≥ 8 positive SRQ responses were reported by 262 women (16%). Protective factors included being engaged in agricultural labor as a main occupation relative to being a housewife (AOR 0.18, 95% CI 0.10-0.32), more time working (0.85, 0.77-0.93), higher decision-making (0.33, 0.16-0.69), SHG membership (0.73, 0.56-0.96), and having an improved toilet (0.49, 0.33-0.72). Risk factors included food insecurity (1.13, 1.07-1.20) and shocks to non-farm livelihoods (2.04, 1.10-3.78). Practitioners and policymakers should aim to improve food security, economic wellbeing and social capital, such as that created through SHG membership, to improve maternal mental health. Future research should aim to understand why working outside the home, albeit in agricultural work, appears to protect maternal mental health in this context.

Life events and depressive symptoms among pregnant women in India: Moderating role of resilience and social support

BACKGROUND

Recent life events may be significant risk factors for depression during pregnancy. However, its association with the individual's resilience and social support is not clear.

AIMS

To understand the association between life events and depression during pregnancy and whether the association is moderated by resilience and social support.

METHODS

This study is part of a prospective cohort study on perinatal mental health in an urban antenatal clinic, which included 589 women recruited in the first and early second trimester. Participants were administered the Life Events Checklist adapted from the Social Readjustment Rating Scale by the authors to assess life events; Edinburgh Postnatal Depression Scale (EPDS) and Connor-Davidson Resilience Scale-10 to assess depression and resilience, respectively. The relationship between life events (12 months prior to the time of assessment) and antenatal depression and the moderating role of resilience and social support was analysed.

RESULTS

Thirty-eight women (6.5%) who had depression (EPDS score ⩾ 11) had significantly higher number of life events (i.e. on average three; U = 3,826; p < .01), lower resilience scores ( U = 4,053; p < .01) and lower perceived social support ( U = 2,423; p < .01) as compared to those who were negative for depression on EPDS. Life events predicted depression during pregnancy; however, the relationship was moderated by social support but not by resilience.

CONCLUSION

The pregnant women who experienced life events may experience depression during the first trimester of pregnancy, but the effect could possibly be reduced by enhancing the social support.

Education Mitigates the Relationship of Stress and Mental Disorders Among Rural Indian Women

BACKGROUND

Common mental disorders (CMD) are a constellation of mental health conditions that include depression, anxiety, and other related nonpsychotic affective disorders. Qualitative explanatory models of mental health among reproductive-aged women in India reveal that distress is strongly associated with CMD. The relationship of perceived stress and CMD might be attenuated or exacerbated based on an individual's sociodemographic characteristics.

OBJECTIVES

To screen for Common Mental Disorders (CMD) among reproductive-aged women from rural western India and explore how the relationship between perceived stress and CMD screening status varies by sociodemographic characteristics.

METHODS

Cross-sectional survey of 700 women from rural Gujarat, India. CMD screening status was assessed using Self-Reported Questionnaire 20 (SRQ-20). Factors associated with CMD screening status were evaluated using multivariable logistic regression. Effect modification for the relationship of perceived stress and CMD screening status was assessed using interaction terms and interpreted in terms of predicted probabilities.

FINDINGS

The analytic cohort included 663 women, with roughly 1 in 4 screening positive for CMD (157, 23.7%). Poor income, low education, food insecurity, and recurrent thoughts after traumatic events were associated with increased risk of positive CMD screen. Perceived stress was closely associated with CMD screening status. Higher education attenuated the relationship between high levels of stress and CMD screening status (82.3%, 88.8%, 32.9%; P value for trend: 0.03). Increasing income and age attenuated the link between moderate stress and CMD.

CONCLUSIONS

Our findings suggest a high burden of possible CMD among reproductive-aged women from rural western India. Higher education might mitigate the association between elevated stress and CMD. Future efforts to improve mental health in rural India should focus on preventing CMD by enhancing rural women's self-efficacy and problem-solving capabilities to overcome challenging life events and stressors, thereby reducing the risk of CMD.

Prenatal Maternal Anxiety in South Asia: A Rapid Best-Fit Framework Synthesis

Background: Most research efforts toward prenatal maternal anxiety has been situated in high-income countries. In contrast, research from low- and middle-income countries has focused on maternal depression and prenatal maternal anxiety in low- and middle-income countries remains poorly understood. Objectives: To examine whether dimensions and attributes of current maternal anxiety assessment tools appropriately capture South Asia women's experiences of perinatal distress during pregnancy. Design: We conducted a rapid review with best fit framework synthesis, as we wished to map study findings to an a priori framework of dimensions measured by prenatal maternal anxiety tools. Data Sources: We searched MEDLINE, PsycINFO, and CINAHL and gray literature in November 2016. Studies were included if published in English, used any study design, and focused on women's experiences of prenatal/antenatal anxiety in South Asia. Review Methods: Study quality was assessed using the Effective Public Health Practice Project Quality Assessment Tool and Critical Appraisal Skills Programme Qualitative Checklist. Study findings were extracted to an a priori framework derived from pregnancy-related anxiety tools. Results: From 4,177 citations, 9 studies with 19,251 women were included. Study findings mapped to the a priori framework apart from body image. A new theme, gender inequality, emerged from the studies and was overtly examined through gender disparity, gender preference of fetus, or domestic violence. Conclusions: Gender inequality and societal acceptability of domestic violence in South Asian women contextualizes the experience of prenatal maternal anxiety. Pregnancy-related anxiety tools should include domains related to gender inequality to better understand their influence on pregnancy outcomes.

Cross-National Differences in Psychosocial Factors of Perinatal Depression: A Systematic Review of India and Japan

Perinatal depression is prevalent worldwide. However, there are few available studies that discuss the different cultural factors affecting perinatal depression within Asian countries. This study aims to compare the literature regarding related factors relating to perinatal depression in India and Japan, and to synthesize the evidence common to both countries in addition to the country-specific evidence. We conducted a systematic review using several databases (CINAHL, MEDLINE, Pubmed, Ovid, SCOPUS, IndMED, and ICHUSI). Keywords were “antenatal depression” or “postpartum depression”, and “India” or “Japan”. Both Japanese and English language papers were reviewed. The identified evidence was compared between the two countries, as well as with non-Asian countries based on previous reports. In total, 15 articles on India and 35 on Japan were reviewed. Although several factors were shared between the two countries as well as with other non-Asian countries (vulnerable personality, being abused, age, marital conflict, and lower socio-demographic status), some differing factors were identified between India and Japan and non-Asian countries; India: poor socioeconomic status, living only with the husband, pregnancy not welcomed by the husband, a female baby, and poor relationship with in-laws; Japan: infertility treatment, conflict with work–life balance, poor relationships with biological mother or in-laws, and concerns about social relations with the other mother’s friends. To conclude, involving the family and community may be important for implementing both global standardized and culture-specific interventions. In India, treatment involving the in-laws may be effective because large family structure is a significant predictor of perinatal depression. In Japan, a family/community approach involving not only the mother’s family of origin but also the working environment is essential.

Postpartum depression in India: a systematic review and meta-analysis

OBJECTIVE

To provide an estimate of the burden of postpartum depression in Indian mothers and investigate some risk factors for the condition.

METHODS

We searched PubMed®, Google Scholar and Embase® databases for articles published from year 2000 up to 31 March 2016 on the prevalence of postpartum depression in Indian mothers. The search used subject headings and keywords with no language restrictions. Quality was assessed via the Newcastle-Ottawa quality assessment scale. We performed the meta-analysis using a random effects model. Subgroup analysis and meta-regression was done for heterogeneity and the Egger test was used to assess publication bias.

FINDINGS

Thirty-eight studies involving 20 043 women were analysed. Studies had a high degree of heterogeneity (I2  = 96.8%) and there was evidence of publication bias (Egger bias = 2.58; 95% confidence interval, CI: 0.83-4.33). The overall pooled estimate of the prevalence of postpartum depression was 22% (95% CI: 19-25). The pooled prevalence was 19% (95% CI: 17-22) when excluding 8 studies reporting postpartum depression within 2 weeks of delivery. Small, but non-significant differences in pooled prevalence were found by mother's age, geographical location and study setting. Reported risk factors for postpartum depression included financial difficulties, presence of domestic violence, past history of psychiatric illness in mother, marital conflict, lack of support from husband and birth of a female baby.

CONCLUSION

The review shows a high prevalence of postpartum depression in Indian mothers. More resources need to be allocated for capacity-building in maternal mental health care in India.

Association of gender disadvantage factors and gender preference with antenatal depression in women: a cross-sectional study from rural Maharashtra

PURPOSE

Maternal depression is a major public health problem in low- and middle-income countries including India. Very few studies have assessed association of various risk factors with antenatal depression in rural Indian women, especially the effect of marital conflict, gender disadvantage and gender preference on antenatal depression. This paper describes the prevalence of probable antenatal depression in rural Maharashtra, a state in the western part of India and specifically assesses the association of marital and gender disadvantage factors and gender preference for a male child with antenatal depression.

METHODS

Primary Health Centre-based cross-sectional survey of antenatal women in rural Maharashtra was carried out. The outcome of interest was a probable diagnosis of depression in antenatal women which was measured using the Edinburgh postnatal depression scale (EPDS). Data were analyzed using simple and multiple logistic regression.

RESULTS

302 women in their antenatal period were included in this study. The outcome of antenatal depression (EPDS > 12) was found in 51 women (16.9%, 95% CI 12.6-21.1%). Feeling pressurized to deliver a male child was strongly associated with the outcome of antenatal depression (adjusted odds ratio (OR): 3.0; 95% CI 1.4-6.5). Unsatisfactory reaction of in-laws to dowry (adjusted OR 11.2; 95% CI 2.4-52.9) and difficult relationship with in-laws (adjusted OR 5.3; 95% CI 2.4-11.6) were also significantly associated with antenatal depression.

CONCLUSIONS

Our findings demonstrate that antenatal depression in rural women of Western Maharashtra is associated with gender disadvantage factors, especially related to preference for a male child. The agenda to improve maternal mental health should be ultimately linked to address the broader social development goals and gender empowerment.

Social correlates of mental, neurological, and substance use disorders in China and India: a review

Understanding the epidemiological profiles of mental, neurological, and substance use disorders provides opportunities for the identification of high-risk population subgroups and for the development of effective country-specific prevention and intervention strategies. Guided by the Conceptual Framework for Action on the Social Determinants of Health by WHO we reviewed the literature to examine the association between a range of social correlates (eg, sex, age, education, income, urbanicity, marital status, and regional differences) and mental, neurological, and substance use disorders in China and India, the most populous countries in the world. We looked for papers on mental, neurological, and substance use disorders with location identifiers and socioeconomic correlates published between 1990 and 2015 and our search found 65 relevant studies from China and 29 from India. Several association patterns between social correlates and mental, neurological, and substance use disorders were not consistent with those reported in high-income countries, including a high concentration of middle-aged men with alcohol use disorders in China and to a lesser extent in India, and a positive association between being married and depression among women in India. Consistent with previous global reports, low education and poverty were associated with higher occurrence of dementia in both China and India, although there is evidence of an interaction between education and income in the risk for dementia in China. Large variations across regions and ethnic groups were consistently documented in China. These unique correlation patterns for mental, neurological, and substance use disorders identified in China and India emphasise the importance of understanding the local social context when planning targeted strategies to reduce the burden of these disorders. High-quality, up-to-date information about the constantly changing pattern of societal factors correlated with mental, neurological, and substance use disorders is urgently needed to help reduce the large and increasing negative social and economic effects that these conditions are having in China, India, and other low-income and middle-income countries.

Predictors of psychological distress among postnatal mothers in rural Nepal: a cross-sectional community-based study

BACKGROUND

Perinatal common mental disorders are a major cause of disability among women and have consequences for children's growth and development. We aimed to identify factors associated with psychological distress, a proxy for common mental disorders, among mothers in rural Dhanusha, Nepal.

METHODS

We used data from 9078 mothers who were screened for distress using the 12-item General Health Questionnaire (GHQ-12) around six weeks after delivery. We assessed the association between GHQ-12 score and socioeconomic, gender-based, cultural and reproductive health factors using a hierarchical analytical framework and multilevel linear regression models.

RESULTS

Using a threshold GHQ-12 score of ≥6 to indicate caseness, the prevalence of distress was 9.8% (886/9078). Factors that predicted distress were severe food insecurity (β 2.21 (95% confidence interval 1.43, 3.40)), having a multiple birth (2.28 (1.27, 4.10)), caesarean section (1.70 (0.29, 2.24)), perinatal health problems (1.58 (1.23, 2.02)), no schooling (1.37 (1.08, 1.73)), fewer assets (1.33 (1.10, 1.60)), five or more children (1.33 (1.09, 1.61)), poor or no antenatal care (1.31 (1.15, 1.48) p<0.001), having never had a son (1.31 (1.14, 1.49)), not staying in the parental home in the postnatal period (1.15 (1.02, 1.30)), having a husband with no schooling (1.17 (0.96, 1.43)) and lower maternal age (0.99 (0.97, 1.00)).

LIMITATIONS

The study was cross-sectional and we were therefore unable to infer causality. Because data were not collected for some established predictors, including infant death, domestic violence and history of mental illness, we could not assess their associations with distress.

CONCLUSIONS

Socioeconomic disadvantage, gender inequality and poor reproductive health predict distress among mothers in Dhanusha. Maternal and child health programmes, as well as poverty-alleviation and educational interventions, may be beneficial for maternal mental health.

A study of postpartum depression and maternal risk factors in Qatar

OBJECTIVE

The objective of this study was to investigate the association between maternal complications and postpartum depression (PPD) among postpartum women in Qatar by using the Edinburgh Postnatal Depression Scale (EPDS) as well as a structured questionnaire.

METHODS

This is a cross-sectional study of PPD of 1379 postpartum women within 6 months of delivery attending the primary healthcare centers of the State of Qatar.

RESULTS

The prevalence of PPD was 17.6% in the studied mothers. The results of the logistic regression analysis showed that the risk factors for PPD included various socio-demographic risk factors such as education, occupation, consanguinity and access to transportation. Amongst the maternal factors studied, history of unplanned pregnancy and infertility and other medical complications such as gestational diabetes, heart disease, threatened abortion and cesarean section were found to be risk factors for PPD. Amongst the postpartum women with maternal complications, items related to feeling scared and panicky and feeling sad and miserable were the most frequently reported symptoms of depression. These women were also more likely to be experiencing sleep difficulty (p = 0.029) compared to women without maternal complications.

CONCLUSION

While socio-demographic risk factors are well studied in the PPD literature, there is much less information on the impact of maternal complications on the psychological status of postpartum women. Postpartum women, especially those with maternal complications, need close screening and have quick access to mental healthcare within integrated reproductive health services.