Perinatal depression in Pakistan: A systematic review and meta-analysis

Unplanned pregnancy and risk of peripartum depression: a prospective cohort study in Saudi pregnant women attending antenatal care clinic

Background

Few studies have been conducted on unintended pregnancies and peripartum depression in Saudi Arabia. This study aimed to evaluate the relationship between unplanned pregnancies and peripartum depression among pregnant women in Jeddah, Saudi Arabia.

Methods

This prospective cohort study included pregnant women attending an antenatal care clinic in 2021. The London Measure of Unplanned Pregnancy was used to assess the prevalence of unplanned pregnancy, and the Edinburgh Postnatal Depression Scale (EPDS) was used to assess antenatal and postnatal depression.

Results

A total of 236 participants were included, of which 25.8% had unplanned pregnancies, 36.0% had ambivalent pregnancies, and 38.1% had planned pregnancies. EPDS results revealed that 77.5% and 73.35% of the females were negative for antenatal and postnatal depression, respectively. A history of stressful events (P=0.001), husband (P=0.020), and family support (P=0.007) was significantly associated with antenatal EPDS score, whereas age (P=0.005), type of delivery (P=0.019), and family support (P=0.031) were significantly associated with the postnatal score.

Conclusion

Unplanned pregnancies may affect the perinatal mental health of women. We demonstrated the importance of family or husbands' support for women with perinatal depression. In addition, our research showed that pregnancy at an early age is a risk factor for postnatal depression. Therefore, these women should be closely monitored not only during their pregnancy but also during the first postpartum year.

Prevalence of mental disorders in South Asia: A systematic review of reviews

Mental disorders are increasing in South Asia (SA), but their epidemiological burden is under-researched. We carried out a systematic umbrella review to estimate the prevalence of mental disorders and intentional self-harm in the region. Multiple databases were searched and systematic reviews reporting the prevalence of at least one mental disorder from countries in SA were included. Review data were narratively synthesised; primary studies of common mental disorders (CMDs) among adults were identified from a selected subset of reviews and pooled. We included 124 reviews. The majority (n = 65) reported on mood disorders, followed by anxiety disorders (n = 45). High prevalence of mental disorders and intentional self-harm was found in general adult and vulnerable populations. Two reviews met our pre-defined criteria for identifying primary studies of CMDs. Meta-analysis of 25 primary studies showed a pooled prevalence of 16.0% (95% CI = 11.0-22.0%, I 2 = 99.9%) for depression, 12.0% (5.0-21.0%, I 2 = 99.9%) for anxiety, and 14.0% (10.0-19.0, I 2 = 99.9%) for both among the general adult population; pooled estimates varied by country and assessment tool used. Overall, reviews suggest high prevalence for mental disorders in SA, but evidence is limited on conditions other than CMDs.

Exploring Heterogeneity in perinatal depression: a comprehensive review

Perinatal depression (PND) is a significant contributor to maternal morbidity globally. Recognized as a major cause of poor infant development, epidemiological and interventional research on it has increased over the last decade. Recently, studies have pointed out that PND is a heterogeneous condition, with variability in its phenotypes, rather than a homogenous latent entity and a concrete diagnosis, as previously conceptualized in psychometric literature and diagnostic systems. Therefore, it is pertinent that researchers recognize this to progress in elucidating its aetiology and developing efficacious interventions.This systematic review is conducted in accordance with the Meta-analysis of observational studies in epidemiology (MOOSE). It aims to provide an updated and comprehensive account of research on heterogeneity in phenotypes of PND and its implications in research, public health, and clinical practice. It provides a synthesis and quality assessment of studies reporting heterogeneity in PND using cutting-edge statistical techniques and machine learning algorithms. After reporting the phenotypes of PND, based on heterogeneous trajectories and symptom profiles, it also elucidates the risk factors associated with severe forms of PND, followed by robust evidence for adverse child outcomes. Furthermore, recommendations are made to improve public health and clinical practice in screening, diagnosis, and treatment of PND.

Technology-assisted cognitive-behavior therapy delivered by peers versus standard cognitive behavior therapy delivered by community health workers for perinatal depression: study protocol of a cluster randomized controlled non-inferiority trial

BACKGROUND

The lack of trained mental health professionals is a key barrier to scale-up of evidence-based psychological interventions in low and middle-income countries. We have developed an app that allows a peer with no prior experience of health-care delivery to deliver the cognitive therapy-based intervention for perinatal depression, the Thinking Healthy Programme (THP). This trial aims to assess the effectiveness and cost-effectiveness of this Technology-assisted peer-delivered THP versus standard face-to-face Thinking Healthy Programme delivered by trained health workers.

METHODS

We will employ a non-inferiority stratified cluster randomized controlled trial design comparing the two formats of intervention delivery. A total of 980 women in the second or third trimester of pregnancy with a diagnosis of Major Depressive Episode, evaluated with the Structured Clinical Interview for DSM-V Disorders (SCID), will be recruited into the trial. The unit of randomization will be 70 village clusters randomly allocated in a 1:1 ratio to the intervention and control arms. The primary outcome is defined as remission from major depressive episode at 3 months postnatal measured with the SCID. Data will also be collected on symptoms of anxiety, disability, quality of life, service use and costs, and infant-related outcomes such as exclusive breastfeeding and immunization rates. Data will be collected on the primary outcome and selected secondary outcomes (depression and anxiety scores, exclusive breastfeeding) at 6 months postnatal to evaluate if the improvements are sustained in the longer-term. We are especially interested in sustained improvement (recovery) from major depressive episode.

DISCUSSION

This trial will evaluate the effectiveness and cost-effectiveness of a technology-assisted peer-delivered cognitive behavioral therapy-based intervention in rural Pakistan. If shown to be effective, the novel delivery format could play a role in reducing the treatment gap for perinatal depression and other common mental disorders in LMIC.

TRIAL REGISTRATION

The trial was registered at Clinicaltrials.gov (NCT05353491) on 29 April 2022.

Supporting optimal dietary behaviors in women with perinatal depression: A qualitative exploration of experiences, practices, and challenges

BACKGROUND

Women with perinatal depression (PD) are at high risk for unhealthy dietary behaviors and suboptimal child feeding practices. Despite evidence supporting the importance of healthful nutrition-related behaviors during and after pregnancy, few behavioral nutrition interventions for women with PD have been developed. The objectives of this study were to identify nutrition-related challenges and needs among women with PD and to elucidate the role that feeding plays in mother-infant interaction, to inform the development of nutrition interventions.

METHODS

Using a qualitative study design, in-depth interviews were conducted with 18 mothers with a history of PD and 10 interdisciplinary healthcare providers with expertise in PD. Data were thematically analyzed using a hybrid inductive and deductive coding approach.

RESULTS

Mean age of mothers was 31 ± 6 years, 56% identified as non-Hispanic White, and 33% identified as Black/African American. Eighty percent of healthcare providers practiced for more than five years. Six themes were identified: (a) Time scarcity mindset; (b) Importance of social support; (c) Unrealistic expectations of motherhood; (d) Mom as the last priority; (e) Postpartum body changes and shape ideals; and (f) Contentment associated with infant and young child feeding.

CONCLUSION

Women with PD have several needs pertaining to their nutrition and that of their children. The findings from this study illustrate key considerations and recommendations for addressing these needs.

Development and Validation of Safe Motherhood-Accessible Resilience Training (SM-ART) Intervention to Improve Perinatal Mental Health

Perinatal mental health issues in women can lead to a variety of health complications for both mother and child. Building resilience can strengthen coping mechanisms for pregnant women to improve their mental health and protect themselves and their children. The study aims to develop and validate the contextual and cultural appropriateness of the Safe Motherhood-Accessible Resilience Training (SM-ART) intervention for pregnant women in Pakistan. A three-phase approach was used to develop and validate an intervention that promotes resilience in pregnant women. Phase I comprised a needs assessment with stakeholders (pregnant women and key informants) to elicit opinions regarding module content. In Phase II, an intervention to build resilience was developed with the help of a literature review and formative assessment findings, and Phase III involved the validation of the intervention by eight mental health experts. The experts assessed the Content Validity Index (CVI) of the SM-ART intervention on a self-developed checklist. The resultant SM-ART intervention consists of six modules with strong to perfect CVI scores for each of the modules. Qualitative responses endorsed the strengths of the intervention as having innovative and engaging activities, contextual and cultural relevance, and a detailed, comprehensive facilitator guide. SM-ART was successfully developed and validated and is now ready for testing to promote the resilience of pregnant women at risk of perinatal mental illness.

Midwives' perspectives on perinatal mental health: A qualitative exploratory study in a maternity setting in Karachi, Pakistan

Women experience perinatal mental health problems (PMHP), such as anxiety and depression antenatally and/or postnatally. Among Asian countries, Pakistan has the highest prevalence of postnatal depression ranging from 28% to 63%. This study aimed to explore midwives' perceptions, understanding, thoughts, and feelings regarding perinatal mental health (PMH), as well as experiences and roles in identifying and managing perinatal women cases suffering from PMHP. A qualitative, descriptive, exploratory design was used. The study was conducted at Koohi Goth Hospital. Purposive sampling was used to recruit practicing midwives holding diplomas in midwifery and public health, and with at least two years of experience. Ten participants were recruited. Data were collected by conducting in-depth interviews using a semi-structured interview guide, translated into Urdu. Interviews were audio recorded. Ethics approval was attained by the institutional Ethical Review Committee. Data analysis was done manually by using the content analysis steps described by Creswell. From the analysis, three themes emerged: 1) Dearth of PMH competencies; 2) Importance of PMH; and 3) Myths related to PMH. PMHP undermine mothers' and infants outcomes, thus, midwives should be competent in assessing and managing symptoms in perinatal women to reduce suffering.

Understanding Healthcare Professionals' Knowledge on Perinatal Depression among Women in a Tertiary Hospital in Ghana: A Qualitative Study

Health conditions affecting women in the perinatal period still account for a major contribution to disease burden in Sub-Saharan Africa, yet there is a dearth of empirical research to understanding health professionals' perspective on their experiences and how they care for perinatal women in depression. We used a qualitative exploratory descriptive approach through a face- to face-interview to explore the knowledge of 11 health professionals of Komfo Anokye Teaching Hospital, Kumasi- Ghana. Interviews were taped recorded and transcribed verbatim. The study adopted Haase's modification of Colaizzi's method for the analysis. Four main themes emerged: ineffective communication (Referral lapses among care providers, long waiting time, lack of confidentiality), workload (Inefficient staff to meet perinatal women's need, no screening tools and time constraints), Reaction to patients symptoms (Identifying patient's symptoms, assessment through patient's centeredness and Education and counselling). Our results emerged that time constraints, stigmatization and lack of awareness delayed the care and management of perinatal depression among healthcare professionals in the hospital setting. There is the need to improve healthcare professionals' knowledge on perinatal depression and it is imperative for the hospital administrators to invest in continuous training and professional development for healthcare professionals.

Resilience and prenatal mental health in Pakistan: a qualitative inquiry

Background

Women in Pakistan suffer from a high rate of depression. The stress of low-income, illiteracy, exposure to violence and living in a patriarchal society are predisposing vulnerabilities for depression, particularly during and following pregnancy. The resilience of an individual plays a significant role in promoting prenatal mental health, but this has yet to be thoroughly researched. In this article, our objective is to identify the core characteristics of resilience among pregnant women, which will then help us in developing an intervention.

Methods

The exploratory-descriptive study was conducted over 6 months in five different antenatal hospitals in Sindh, Pakistan. A total of 17 semi-structured interviews were conducted with pregnant women, purposefully selected with heterogeneous characteristics to explore diverse perspectives, while symptoms of depression were quantified by the Edinburgh Postnatal Depression Scale before the interview. Verbatim transcriptions were coded openly and merged into categories and themes.

Result

A total of six themes emerged from in-depth thematic analysis: 1) purpose of life, 2) dealing with emotions, 3) believing in yourself, 4) optimistic approach, 5) strengthening support and relationship and 6) spirituality and humanity. Women agreed that these characteristics could help them improve their mental health.

Conclusion

In conclusion, these themes were the core components of pregnant women’s resilience which ultimately could help to promote prenatal mental health. These pave a pathway towards developing culturally and contextually resilience interventions aimed at enhancing mental health of pregnant women which then may improve neonatal and family mental wellbeing.

Predicting Remission among Perinatal Women with Depression in Rural Pakistan: A Prognostic Model for Task-Shared Interventions in Primary Care Settings

Perinatal depression is highly prevalent in low- and middle-income countries (LMICs) and is associated with adverse maternal and child health consequences. Task-shared psychological and psychosocial interventions for perinatal depression have demonstrated clinical and cost-effectiveness when delivered on a large scale. However, task-sharing approaches, especially in LMICs, require an effective mechanism, whereby clients who are not likely to benefit from such interventions are identified from the outset so that they can benefit from higher intensity treatments. Such a stratified approach can ensure that limited resources are utilized appropriately and effectively. The use of standardized and easy-to-implement algorithmic devices (e.g., nomograms) could help with such targeted dissemination of interventions. The present investigation posits a prognostic model and a nomogram to predict the prognosis of perinatal depression among women in rural Pakistan. The nomogram was developed to deliver stratified model of care in primary care settings by identifying those women who respond well to a non-specialist delivered intervention and those requiring specialist care. This secondary analysis utilized data from 903 pregnant women with depression who participated in a cluster randomized, controlled trial that tested the effectiveness of the Thinking Healthy Program in rural Rawalpindi, Pakistan. The participants were recruited from 40 union councils in two sub-districts of Rawalpindi and randomly assigned to intervention and enhanced usual care. Sixteen sessions of the THP intervention were delivered by trained community health workers to women with depression over pregnancy and the postnatal period. A trained assessment team used the Structured Clinical Interview for DSM-IV current major depressive episode module to diagnose major depressive disorder at baseline and post-intervention. The intervention received by the participants emerged as the most significant predictor in the prognostic model. Among clinical factors, baseline severity of core-emotional symptoms emerged as an essential predictor, followed by atypical symptoms and insomnia. Higher severity of these symptoms was associated with a poorer prognosis. Other important predictors of a favorable prognosis included support from one’s mother or mother-in-law, financial empowerment, higher socioeconomic class, and living in a joint family system. This prognostic model yielded acceptable discrimination (c-statistic = 0.75) and calibration to aid in personalized delivery of the intervention.

The mediation role of psychological capital between family relationship and antenatal depressive symptoms among women with advanced maternal age: a cross sectional study

Background

Due to changes in family policy in China, pregnancy at advanced age (30 years old or above) is prevalent. Advanced maternal age is known to be related to a variety of negative health outcomes, including antenatal depression. Family relationship quality might be an important factor for antenatal depressive symptoms among Chinese women with advanced maternal age. However, the underlying mechanisms in which family relationship quality can affect antenatal depressive symptoms among this population and how positive psychological capital (PsyCap) intervenes in this impact are not clear.

Objectives

To describe the prevalence and demographic characteristics of antenatal depressive symptoms among Chinese pregnant women with advanced maternal age, and to explore the mediation effect of PsyCap in the associations between family relationship quality and antenatal depressive symptoms.

Methods

We conducted a cross-sectional survey at a tertiary hospital in China. A total of 192 women with maternal age of 30 years or older completed the questionnaires. Data on antenatal depressive symptoms, PsyCap, family relationship quality and demographic characteristics were collected. The multiple mediation models in SPSS’s PROCESS macro were used to test whether PsyCap mediated the relationship between family relationship quality and antenatal depressive symptoms.

Results

Approximately 28.6% of participants had antenatal depressive symptoms and 6.8% reported poor family relationship quality. Participants with higher education (p = .02) and better family relationship quality (p = .00) were less likely to have antenatal depressive symptoms. PsyCap collectively (β = 1.14, p < .05), or more specifically resilience (β = 0.61, p < .05) significantly mediated the relationship between poor family relationship quality and antenatal depressive symptoms.

Discussion

The relationship between family relationship quality and antenatal depressive symptoms can be mediated by PsyCap collectively or via resilience specifically. It is important to screen antenatal depressive symptoms among pregnant women with advanced age, especially those who have poor family relationship quality. Counseling and psychotherapy initiatives for resilience-enhancing training for pregnant women at advanced age may provide a promising target to break the link between poor family relationship quality and antenatal depressive symptoms.

Effectiveness of Internet-based psychological interventions for treating perinatal depression: A systematic review and meta-analysis

BACKGROUND

Perinatal depression can result in short- and long-term adverse effects for women and their children if untreated. Psychological interventions, the preferred treatment for most women with perinatal depression, can also be provided online.

AIMS

This study aimed to provide a comprehensive and systematic review of Internet-based psychological interventions and to evaluate their effectiveness in the treatment of perinatal depression.

DESIGN

Systematic review and meta-analysis.

METHODS

A systematic literature search was conducted of six databases, including CINAHL, PubMed, Embase, Web of Science, the Cochrane Library and PsycINFO. Depression and anxiety, which were the primary and secondary results of this search, were presented as standardised mean differences (SMD) and 95% confidence intervals (CIs). This review was conducted according to the PRISMA checklist.

RESULTS

Thirteen studies involving 2158 perinatal women were included. Content, method, duration and frequency of Internet-based psychological interventions were varied. Participants indicated a high rate of satisfaction with these interventions; participants' dropout rates ranged from 2.6% to 60.8%. Meta-analysis demonstrated that Internet-based psychological interventions improved perinatal depression (SMD = -0.72, CI = [-1.02, -0.42], p < .01) and anxiety symptoms (SMD = -0.52, CI = [-0.73, -0.30], p < .01), with heterogeneity of 86% and 59%, respectively.

CONCLUSIONS

Internet-based psychological interventions are considered as convenient and effective alternative treatment for perinatal depression and anxiety. In the future, additional studies are needed to investigate the long-term effects of these interventions on the mental health of perinatal women and the effects on the growth and development of infants while controlling for the dropout rate.

RELEVANCE TO CLINICAL PRACTICE

Internet-based psychological interventions are innovative approaches to improving perinatal depressive symptoms that can leverage mental health resources and improve accessibility while promoting multidisciplinary integration. The approach, content, frequency and duration of intervention should be considered comprehensively to achieve the objectives of the intervention while maintaining compliance of women with perinatal depression.

Psychometric analysis of the Edinburgh Postnatal Depression Scale and Pregnancy Related Anxiety Questionnaire in Pakistani pregnant women

BACKGROUND

The Edinburgh Postnatal Depression Scale (EPDS) and the Pregnancy-Related Anxiety Scale (PRAQ) are frequently used perinatal mental health scales.

OBJECTIVE

To identify the factor structure of the Urdu language versions of EPDS and PRAQ in 280 Pakistani pregnant women.

METHOD

The tools were administered at 12-19 weeks' and 22-29 weeks' gestational age (GA). Exploratory factor analyses were undertaken on data collected at 12-19 weeks' GA, to assess both scales. Results obtained at the second time point were used to examine test-retest reliability. The correlation between the scales was computed.

RESULTS

A two-factor model yielded the best fit for both scales, which is consistent with findings from previous studies. For the EPDS, acceptable reliability was attained for the overall score (α = 0.77) and for the factor related to depressive symptoms (α = 0.73), but not for the factor related to anhedonia/suicide (α = 0.64). For the PRAQ, acceptable reliability was attained for the overall score (α = 0.83) and for the factor related to pregnancy concerns (α = 0.84), but not for the factor related to childbirth (α = 0.64). Test-retest reliability was acceptable for both overall scales EPDS: r = 0.50; PRAQ: r = 0.45; both p < .001). The Pearson correlation between the EPDS and PRAQ were r = 0.145, p < .05.

CONCLUSION

Analysis of the tools confirmed a two-factor structure for both depression and anxiety among Pakistani pregnant women. A weak correlation was found between the EPDS and PRAQ. Further research is required to develop screening instruments for perinatal mental disorders that are applicable to cultural contexts.

Pre-weaning fluoxetine exposure caused anti-depressant like behavior at adulthood via perturbing tryptophan metabolism in rats

The perinatal depression exposes the child to antidepressants during vulnerable window of development, which can chronically impact the mental wellbeing of new born. Active pharmaceuticals are not tested for this long term neurobehavioral aspect of toxicity during drug development process. Keeping this in view, the current study was designed to study the effect of pre-weaning fluoxetine exposure on depression-like behavior of the offspring upon attaining adulthood using FST (Forced swim test). Additionally, the brain tryptophan, 5-HT (5-hydroxytryptamine) and its metabolite 5-HIAA (5-hydroxyindoleacetic acid) levels were quantified using Enzyme linked Immunosorbent Assay (ELISA), while expression of SERT (serotonin receptor), 5-HT_1A receptor, TPH (tryptophan hydroxylase) genes were monitored using qPCR. Our data showed that pre-weaning fluoxetine (10, 50 or 100 mg/kg) exposure decreased depression-like behavior. The 5-HT and 5-HIAA levels showed declining trend. However, the 5-HT synthetic precursor i.e. tryptophan levels were found to be significantly elevated in both brain and plasma as compared to control rats. The gene expression study did not reveal any significant alterations as compared to control. In conclusion, the present study demonstrate that pre-weaning fluoxetine exposure decreased depression-like behavior upon adulthood via perturbing tryptophan metabolism.

Prevention of common mental disorders among women in the perinatal period: a critical mixed-methods review and meta-analysis

Perinatal depression and anxiety account for a high burden of perinatal morbidity and poor psychosocial functioning. There is a growing interest among mental health professionals, to devise interventions to prevent this condition. This review synthesizes evidence for the effectiveness of psychological and psychosocial interventions aimed at the prevention of perinatal depression and anxiety. We also explore qualitative evidence to understand the acceptability and feasibility of these interventions. Using a mixed-methods approach, data from a total of 21 studies were collated to inform the evidence for preventive interventions for perinatal depression and anxiety. Based on their theoretical orientations, these interventions were described by authors as cognitive-behavioral (n = 7); psychoeducational (n = 6); mindfulness (n = 2); and interpersonal psychotherapy (n = 2). These also included psychosocial approaches such as social support (n = 1) and multicomponent interventions (n = 3). For depressive symptoms, these interventions yielded moderate to strong effect sizes in favor of the intervention group [standardized mean difference (SMD) = -0.59; 95% confidence interval (CI) -0.95 to -0.23]. For anxiety symptoms, a strong effect size was estimated in favor of the intervention group (SMD = -1.43, 95% CI -2.22 to -0.65). Preventive interventions significantly reduce the severity of perinatal depressive and anxiety symptoms. These interventions are also acceptable and feasible in many settings.

The association between family relationships and depressive symptoms among pregnant women: A network analysis

BACKGROUND

Depression of pregnant women has been a growing concern in recent years, and previous research has found that family relationships are strongly associated with depression. From a network perspective, family relationships and depression can be conceptualized as the result of interactions between individual symptoms. This research approach can elucidate the structure and mechanisms of the relationship between individual symptoms within the two groups.

METHODS

A total of 990 participants were recruited from the obstetrics outpatient clinic of Maternal and Child Health Hospital in Huai'an through a randomized whole-group sampling. Respondents' depressive symptoms and family relationships were self-reported using questionnaire, and the structure of the family relationship-depressive symptoms network and related centrality indicators were examined for this sample.

RESULTS

The results of the network analysis suggested that the most influential symptoms in the network of family relationship-depressive symptoms were worry, feeling worthless, equal status with husband and couple relationship. And equal status with husband was the most prominent bridging symptoms in this study. The whole network was robust in both stability and accuracy tests.

LIMITATIONS

Information was obtained from subjects' self-reports, which may be subject to information bias. As a cross-sectional study, no causal link between family relationships and depressive symptoms can be established.

CONCLUSION

Worry, feeling worthless, equal status with husband and couple relationship are central symptoms of the family relationship-depressive symptoms network structure in pregnant women. Timely and systematic multilevel interventions targeting the central symptoms may be effective in alleviating the onset of depressive symptoms in women during this period.

Scalable Screening and Treatment Response Monitoring for Perinatal Depression in Low- and Middle-Income Countries

Common perinatal mental disorders such as anxiety and depression are a public health concern in low- and middle-income countries. Several tools exist for screening and monitoring treatment responses, which have frequently been tested globally in clinical and research settings. However, these tools are relatively long and not practical for integration into routine data systems in most settings. This study aims to address this gap by considering three short tools: The Community Informant Detection Tool (CIDT) for the identification of women at risk, the 4-item Patient Health Questionnaire (PHQ-4) for screening women at high-risk, and the 4-item Hamilton Depression Rating Scale (HAMD-4) for measuring treatment responses. Studies in rural Pakistan showed that the CIDT offered a valid and reliable key-informant approach for the detection of perinatal depression by utilizing a network of peers and local health workers, yielding a sensitivity of 97.5% and specificity of 82.4%. The PHQ-4 had excellent psychometric properties to screen women with perinatal depression through trained community health workers, with a sensitivity of 93.4% and specificity of 91.70%. The HAMD-4 provided a good model fit and unidimensional construct for assessing intervention responses. These short, reliable, and valid tools are scalable and expected to reduce training, administrative and human resource costs to health systems.

Predictors of Prenatal Depression: A Cross-Sectional Study in Rural Pakistan

Objective: To determine the prevalence and association of prenatal depression with socioeconomic, demographic and personal factors among pregnant women living in Kallar Syedan, Rawalpindi, Pakistan. Methods: Five hundred women in the second and third trimester of pregnancy, living in Kallar Syedan, a rural area of district Rawalpindi Pakistan, were included in the study. Depression was assessed using "Patient health questionnaire" (PHQ9) in Urdu, with a cut-off score of 10. Multi-dimensional scale of perceived social support (MSPSS) was used to assess perceived social support. Life Events and Difficulties Schedule (LEDS) were used to measure stressful life events in past 1 year. Tool to assess intimate partner violence (IPV) was based on WHO Multi Country Study on "Women's Health and Domestic Violence against Women." Results: Prevalence of prenatal depression was found to be 27%. Number of pregnancies was significantly associated with prenatal depression (p < 0.01). Women living in a joint family and those who perceived themselves as moderately satisfied or not satisfied with their life in the next 4 years were found to be depressed (p < 0.01, OR 6.9, CI 1.77-26.73). Depressive symptomatology in women who experienced more than five stressful life events in last 1 year was three times higher (p < 0.001, OR 3.2, CI 1.68-5.98) than in women with 1-2 stressful events. Women who were supported by their significant others or their family members had 0.9 times (p < 0.01, OR 0.9, CI 0.85-0.96) less chance of getting depressed. Pregnant women who were psychologically abused by their partners were 1.5 times more depressed (p < 0.05 CI 1.12-2.51). Odds of having depression was also high in women who had less mean score of MSSI (p < 0.05, OR 1.1, CI 1.01-1.09). Women who had suitable accommodation had 0.5 times less chance of having depression than others (p < 0.05, OR 0.5, CI 0.27-0.92). Conclusion: Over a quarter of the women in the study population reported prenatal depression, which were predicted predominantly by psychosocial variables.