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1.
BMC Public Health ; 24(1): 1308, 2024 May 14.
Article En | MEDLINE | ID: mdl-38745303

BACKGROUND: Postpartum depression (PPD) affects around 10% of women, or 1 in 7 women, after giving birth. Undiagnosed PPD was observed among 50% of mothers. PPD has an unfavorable relationship with women's functioning, marital and personal relationships, the quality of the mother-infant connection, and the social, behavioral, and cognitive development of children. We aim to determine the frequency of PPD and explore associated determinants or predictors (demographic, obstetric, infant-related, and psychosocial factors) and coping strategies from June to August 2023 in six countries. METHODS: An analytical cross-sectional study included a total of 674 mothers who visited primary health care centers (PHCs) in Egypt, Yemen, Iraq, India, Ghana, and Syria. They were asked to complete self-administered assessments using the Edinburgh Postnatal Depression Scale (EPDS). The data underwent logistic regression analysis using SPSS-IBM 27 to list potential factors that could predict PPD. RESULTS: The overall frequency of PPD in the total sample was 92(13.6%). It ranged from 2.3% in Syria to 26% in Ghana. Only 42 (6.2%) were diagnosed. Multiple logistic regression analysis revealed there were significant predictors of PPD. These factors included having unhealthy baby adjusted odds ratio (aOR) of 11.685, 95% CI: 1.405-97.139, p = 0.023), having a precious baby (aOR 7.717, 95% CI: 1.822-32.689, p = 0.006), who don't receive support (aOR 9.784, 95% CI: 5.373-17.816, p = 0.001), and those who are suffering from PPD. However, being married and comfortable discussing mental health with family relatives are significant protective factors (aOR = 0.141 (95% CI: 0.04-0.494; p = 0.002) and (aOR = 0.369, 95% CI: 0.146-0.933, p = 0.035), respectively. CONCLUSION: The frequency of PPD among the mothers varied significantly across different countries. PPD has many protective and potential factors. We recommend further research and screenings of PPD for all mothers to promote the well-being of the mothers and create a favorable environment for the newborn and all family members.


Depression, Postpartum , Mothers , Humans , Depression, Postpartum/epidemiology , Female , Adult , Cross-Sectional Studies , Prevalence , Mothers/psychology , Mothers/statistics & numerical data , Young Adult , Risk Factors , Adolescent
2.
Rev Lat Am Enfermagem ; 32: e4170, 2024.
Article En, Es, Pt | MEDLINE | ID: mdl-38747754

OBJECTIVE: to evaluate the association between different forms of childhood trauma and postpartum depression in Brazilian puerperal women. METHOD: this cross-sectional survey included 253 puerperal women who were evaluated using the Edinburgh Postnatal Depression Scale and the Childhood Trauma Questionnaire. Multivariate logistic regression analyses were performed to verify the association of different types of trauma and the co-occurrence of forms of abuse and neglect with postpartum depression. RESULTS: postpartum depression was identified in 93 women (36.8%; 95% Confidence Interval: 30.8-42.7). All forms of childhood trauma assessed (emotional abuse, emotional neglect, physical abuse, physical neglect and sexual abuse) were independently associated with postpartum depression after adjusting for confounding variables. Emotional abuse remained associated with postpartum depression when the co-occurrence of all forms of childhood trauma was analyzed. CONCLUSION: the results suggest an association between the different forms of childhood trauma and postpartum depression. In this sense, childhood trauma is an indicator for Nursing professionals to screen for risk factors of postpartum depression during obstetric_follow-up.


Depression, Postpartum , Humans , Female , Depression, Postpartum/epidemiology , Cross-Sectional Studies , Brazil/epidemiology , Adult , Young Adult , Adolescent
3.
PLoS One ; 19(5): e0303474, 2024.
Article En | MEDLINE | ID: mdl-38743742

The previous studies have found an association between Big Five personality traits and postpartum depression in women. The present study aimed to find out an association between Big Five personality traits and postpartum depression in a sample of Pakistani fathers. A total of 400 Pakistani fathers who had birth of a child in the past 1 month to 1 year period and had been living with their married partners were recruited purposively by using Google Form based survey from the major cities of Pakistan. The Urdu translated versions of Big Five Personality Inventory (BFI) and Edinburgh Postnatal Depression Scale (EPDS) were used as the main outcome measures to assess the relationship between personality traits and postpartum depression. The results found a significant negative and moderate association between Big Five personality traits and paternal postpartum depression except openness which had a weak association and neuroticism which had a positive and moderate association with PPPD (r(398) = .45). The multiple linear regression analysis found that Big Five personality traits significantly predicted paternal postpartum depression (F(5, 394) = 53.33, p = .001) except openness (B = .007, p = .98). The analysis of variance (ANOVA) found significant differences in paternal postpartum depression for age of father (F(2, 397) = 6.65, p = .001, ηp2 = .03), spouse age (F(2, 393) = 5.97, p = .003, ηp2 = .02), employment type (F(2, 395) = 9.69, p = .001, ηp2 = .04) and time spent at home (F(2, 397) = 6.23, p = .002, ηp2 = .03) while there were found no significant differences for education (F(2, 397) = 1.29, p = .27, ηp2 = .006), marital duration (F(2, 397) = 2.17, p = .11, ηp2 = .01), and birth number of recent child (F(2, 397) = 1.48, p = .22, ηp2 = .007). The study concluded that Big Five personality traits are significantly correlated with and predict paternal postpartum depression except openness which did not predict paternal postpartum depression. The occurrence of paternal postpartum depression varied significantly for age of father, age of spouse, type of employment and time spent at home.


Depression, Postpartum , Fathers , Personality , Humans , Depression, Postpartum/epidemiology , Depression, Postpartum/psychology , Fathers/psychology , Pakistan/epidemiology , Male , Adult , Female , Middle Aged , Young Adult , Personality Inventory
4.
Transl Psychiatry ; 14(1): 203, 2024 May 14.
Article En | MEDLINE | ID: mdl-38744808

Perinatal affective disorders are common, but standard screening measures reliant on subjective self-reports might not be sufficient to identify pregnant women at-risk for developing postpartum depression and anxiety. Lower heart rate variability (HRV) has been shown to be associated with affective disorders. The current exploratory study aimed to evaluate the predictive utility of late pregnancy HRV measurements of postpartum affective symptoms. A subset of participants from the BASIC study (Uppsala, Sweden) took part in a sub-study at pregnancy week 38 where HRV was measured before and after a mild stressor (n = 122). Outcome measures were 6-week postpartum depression and anxiety symptoms as quantified by the Edinburgh Postnatal Depression Scale (EPDS) and the Beck Anxiety Inventory (BAI). In total, 112 women were included in a depression outcome analysis and 106 women were included in an anxiety outcome analysis. Group comparisons indicated that lower pregnancy HRV was associated with depressive or anxious symptomatology at 6 weeks postpartum. Elastic net logistic regression analyses indicated that HRV indices alone were not predictive of postpartum depression or anxiety outcomes, but HRV indices were selected as predictors in a combined model with background and pregnancy variables. ROC curves for the combined models gave an area under the curve (AUC) of 0.93 for the depression outcome and an AUC of 0.83 for the anxiety outcome. HRV indices predictive of postpartum depression generally differed from those predictive of postpartum anxiety. HRV indices did not significantly improve prediction models comprised of psychological measures only in women with pregnancy depression or anxiety.


Anxiety , Depression, Postpartum , Heart Rate , Humans , Female , Depression, Postpartum/physiopathology , Depression, Postpartum/diagnosis , Pregnancy , Heart Rate/physiology , Adult , Anxiety/physiopathology , Psychiatric Status Rating Scales , Sweden , Anxiety Disorders/physiopathology , Anxiety Disorders/diagnosis , Young Adult
5.
Health Aff (Millwood) ; 43(5): 707-716, 2024 May.
Article En | MEDLINE | ID: mdl-38709965

In July 2020, Hong Kong extended statutory paid maternity leave from ten weeks to fourteen weeks to align with International Labour Organization standards. We used the policy enactment as an observational natural experiment to assess the mental health implications of this policy change on probable postnatal depression (Edinburgh Postnatal Depression Scores of 10 or higher) and postpartum emotional well-being. Using an opportunistic observational study design, we recruited 1,414 survey respondents with births before (August 1-December 10, 2020) and after (December 11, 2020-July 18, 2022) policy implementation. Participants had a mean age of thirty-two, were majority primiparous, and were mostly working in skilled occupations. Our results show that the policy was associated with a 22 percent decrease in mothers experiencing postnatal depressive symptoms and a 33 percent decrease in postpartum emotional well-being interference. Even this modest change in policy, an additional four weeks of paid leave, was associated with significant mental health benefits. Policy makers should consider extending paid maternity leave to international norms to improve mental health among working mothers and to support workforce retention.


Depression, Postpartum , Mental Health , Mothers , Parental Leave , Humans , Hong Kong , Female , Adult , Depression, Postpartum/epidemiology , Mothers/psychology , Surveys and Questionnaires , Women, Working/psychology , Women, Working/statistics & numerical data , Pregnancy , Maternal Health
6.
Child Care Health Dev ; 50(3): e13267, 2024 May.
Article En | MEDLINE | ID: mdl-38722088

BACKGROUND: Maternal parenting self-efficacy plays a critical role in facilitating positive parenting practices and successful adaption to motherhood. The Perceived Maternal Parenting Self-Efficacy Scale (PMPS-E), as a task-specific measure, confirms its psychometric properties in cultural contexts. Compared with other tools, the advantages of the PMPS-E are as follows: (i) specific context or time period during the lifespan of a child, (ii) explicitly assess parenting self-efficacy across a diverse enough range of parenting tasks or activities during the perinatal/postnatal period and (iii) having robust psychometric properties. The aim of this study was to translate and determine the psychometric properties of the PMPS-E among Chinese postpartum women (C-PMPS-E). METHOD: The cross-cultural adaptation process followed Beaton et al.'s intercultural debugging guidelines. A total of 471 women were included to establish the psychometric properties of the C-PMPS-E. Mothers were asked to complete the C-PMPS-E, Edinburgh Postnatal Depression Scale (EPDS), the Generalized Anxiety Disorder-7 (GAD-7) and several demographic questions. The psychometric testing of the C-PMPS-E was established through item analysis, construct validity and internal consistency reliability. RESULTS: Item analysis showed that the critical ratios of all items were greater than 3 between the low-score group and high-score group, and all item-total correlation coefficients were greater than 0.4. The fit indices showed that the original correlated four-factor model of C-PMPS-E was observed to be an excellent fit to the data. The PMPS-E was negatively correlated with the EPDS and GAD-7 demonstrating its discriminant validity. As expected, no significant correlation was found between PMPS-E total or subscale scores and mothers' age. In addition, statistically significant differences for parity were detected for C-PMPS-E total and subscale scores with multipara having higher scores. This was taken as further evidence of the scale known-groups discriminant validity. In terms of internal consistency, the Cronbach's alpha of the C-PMPS-E total scale was 0.950, and subscales ranged from 0.76 to 0.89. Furthermore, a ROC curve analysis was conducted to establish the ability of the C-PMPS-E to distinguish between symptoms of depression and symptoms of anxiety. A cut-off value of 55 was identified that resulted in good specificity and fair sensitivity. CONCLUSION: The C-PMPS-E is a reliable and valid tool to assess maternal parenting self-efficacy in a Chinese context.


Mothers , Parenting , Postpartum Period , Psychometrics , Self Efficacy , Humans , Female , Adult , Parenting/psychology , Postpartum Period/psychology , Reproducibility of Results , Mothers/psychology , China , Surveys and Questionnaires/standards , Young Adult , Translations , Depression, Postpartum/psychology , Depression, Postpartum/diagnosis
7.
Cad Saude Publica ; 40(4): e00249622, 2024.
Article Pt, En | MEDLINE | ID: mdl-38695463

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


A gravidez, o parto e o nascimento são momentos de grandes mudanças na vida das mães e dos pais. Este artigo tem como objetivo apresentar o protocolo da pesquisa para estimar a prevalência dos desfechos em saúde mental nas mães e pais no pós-parto, dos maus tratos e satisfação na atenção ao parto/abortamento, e as inter-relações entre eles e fatores socioeconômicos, obstétricos e da saúde da criança. A pesquisa tem dois componentes: estudo de coorte prospectiva com todas as puérperas entrevistadas nas 465 maternidades incluídas na linha de base da pesquisa Nascer no Brasil II realizada entre 2021 e 2023, e estudo seccional com os companheiros/pais dos bebês. As entrevistas são realizadas por ligação telefônica ou link de autopreenchimento enviado por WhatsApp com as puérperas aos 2 e 4 meses após o parto/aborto. Os companheiros são abordados três meses após o nascimento (excluídos os abortos, natimortos e neomortos), a partir do telefone informado pela puérpera na maternidade. As entrevistas abordam, entre as puérperas, sintomas de depressão, ansiedade e transtorno de estresse pós-traumático, maus-tratos na atenção na maternidade e qualidade do vínculo mãe-bebê. São investigados também a presença de morbidade materna e neonatal, utilização de serviços pós-natais, e satisfação com o atendimento na maternidade. Entre os pais, é abordada a ocorrência de sintomas de depressão e ansiedade, e a qualidade do relacionamento com a esposa/companheira e o bebê. As informações coletadas nessa etapa da pesquisa poderão subsidiar o planejamento e melhoria do cuidado voltado para a saúde da tríade mãe-pai-filho após o nascimento.


El embarazo, el parto y el nacimiento son momentos de grandes cambios en la vida de madres y padres. Este artículo tiene como objetivo presentar el protocolo de investigación para estimar la prevalencia de los resultados de la salud mental en madres y padres en el posparto, maltratos y la satisfacción durante la atención del parto/aborto, y las interrelaciones entre ellos y los factores socioeconómicos, obstétricos y de salud infantil. La investigación tiene dos componentes: un estudio de cohorte prospectivo con todas las puérperas entrevistadas en las 465 maternidades incluidas en la línea de base de la encuesta Nacer en Brasil II realizada entre 2021 y 2023, y un estudio seccional con las parejas/padres de los bebés. Las entrevistas se efectúan mediante llamada telefónica o enlace de autocumplimentación enviado vía WhatsApp a las puérperas a los 2 y 4 meses después del parto/aborto. El contacto con la pareja se hace a los tres meses del nacimiento (excluyendo abortos, mortinatos y muertes de recién nacidos), a través del teléfono facilitado por la puérpera en la sala de maternidad. Las entrevistas abordan, entre las puérperas, los síntomas de depresión, ansiedad y trastorno de estrés postraumático, maltrato durante la atención en la maternidad y la calidad del vínculo madre-bebé. También se investiga la presencia de morbilidad materna y neonatal, uso de servicios posnatales y satisfacción con la atención en la maternidad. Entre los padres, se aborda la ocurrencia de síntomas de depresión y ansiedad, y la calidad de la relación con la esposa/pareja y el bebé. La información recopilada en esta etapa de la investigación puede apoyar la planificación y mejora de la atención dirigida a la salud de la tríada madre-padre-hijo después del nacimiento.


Fathers , Postpartum Period , Humans , Female , Brazil/epidemiology , Male , Cross-Sectional Studies , Prospective Studies , Postpartum Period/psychology , Pregnancy , Fathers/psychology , Infant, Newborn , Socioeconomic Factors , Child Health , Mothers/psychology , Depression, Postpartum/epidemiology , Adult
8.
BMC Pregnancy Childbirth ; 24(1): 336, 2024 May 02.
Article En | MEDLINE | ID: mdl-38698333

BACKGROUND: Childhood obesity has increased and is considered one of the most serious public health challenges of the 21st century globally, and may be exacerbated by postpartum depression (PPD). The purpose of this study was to examine the association between PPD at 1st and 6th month postpartum, infant feeding practices, and body mass index (BMI) z-score of the child at one and three years of age. METHODS: This study used data from an ongoing prospective maternal-child birth cohort performed at the National Center for Child Health and Development (NCCHD) in suburban Tokyo, Japan with the period of recruitment from May 13, 2010 to November 28, 2013. Out of 2,309 total number of mothers, 1,279 mother-child dyads were assessed in the study. We performed multivariable linear regression analysis to examine the association between PPD and child's BMI z-score stratified by the child's age at 1 year and 3 years of age. RESULTS: The prevalence of PPD at 1 month postpartum (17%) was found to be higher than at 6 months (12%). In multivariable linear regression analysis we observed that children at 3 years who had mothers with PPD at 6 months had, on average, a BMI z-score 0.25 higher than children of mothers who did not have PPD at 6 months (ß coefficient 0.25, 95% CI [0.04 to 0.46], p value 0.02), holding all other covariates constant. Also, initiation of weaning food when child is at six months of age was associated with higher BMI z-score of the child at 3 years after adjusting for all covariates (ß coefficient = 0.18, 95% CI [0.03 to 0.34], p-value < 0.05). CONCLUSION: The significant association between PPD at 6 months and child's BMI z-score at 3 years of age, in conjunction with birth trends and high prevalence of PPD, can add to the body of evidence that there is need for multiple assessment across the first postpartum year to rule out PPD as early screening and early interventions may benefit both maternal health and child development outcomes. These findings can indicate the need for establishing support systems for care-giving activities for mothers with PPD.


Body Mass Index , Breast Feeding , Depression, Postpartum , Pediatric Obesity , Humans , Female , Depression, Postpartum/epidemiology , Infant , Prospective Studies , Adult , Child, Preschool , Pediatric Obesity/epidemiology , Pediatric Obesity/psychology , Breast Feeding/statistics & numerical data , Male , Mothers/psychology , Feeding Behavior/psychology , Prevalence , Birth Cohort
9.
BMC Womens Health ; 24(1): 273, 2024 May 04.
Article En | MEDLINE | ID: mdl-38704570

BACKGROUND: Despite the high burden of perinatal depression in Nepal, the detection rate is low. Community-based strategies such as sensitization programmes and the Community Informant Detection Tool (CIDT) have been found to be effective in raising awareness and thus promoting the identification of mental health problems. This study aims to adapt these community strategies for perinatal depression in the Nepalese context. METHODS: We followed a four-step process to adapt the existing community sensitization program manual and CIDT. Step 1 included in-depth interviews with women identified with perinatal depression (n=36), and focus group discussions were conducted with health workers trained in community mental health (n=13), female community health volunteers (FCHVs), cadre of Nepal government for the prevention and promotion of community maternal and child health (n=16), and psychosocial counsellors (n=5). We explored idioms and understanding of depression, perceived causes, and possible intervention. Step 2 included draft preparation based on the qualitative study. Step 3 included a one-day workshop with the psychosocial counsellors (n=2) and health workers (n=12) to assess the understandability and comprehensiveness of the draft and to refine the content. A review of the CIDT and community sensitization program manual by a psychiatrist was performed in Step 4. RESULTS: The first step led to the content development for the CIDT and community sensitization manual. Multiple stakeholders and experts reviewed and refined the content from the second to fourth steps. Idioms of depression and commonly cited risk factors were incorporated in the CIDT. Additionally, myths of perinatal depression and the importance of the role of family were added to the community sensitization manual. CONCLUSION: Both the CIDT and community sensitization manual are grounded in the local context and are simple, clear, and easy to understand.


Depression, Postpartum , Qualitative Research , Humans , Nepal , Female , Adult , Pregnancy , Depression, Postpartum/diagnosis , Depression, Postpartum/psychology , Patient Acceptance of Health Care/psychology , Patient Acceptance of Health Care/statistics & numerical data , Focus Groups , Health Promotion/methods , Depression/psychology , Depression/diagnosis , Community Health Workers/psychology , Young Adult
10.
J Affect Disord ; 357: 163-170, 2024 Jul 15.
Article En | MEDLINE | ID: mdl-38703901

BACKGROUND: Postpartum depression (PPD) poses significant challenges, affecting both mothers and children, with substantial societal and economic implications. Internet-based cognitive behavioral therapy interventions (iCBT) offer promise in addressing PPD, but their economic impact remains unexplored. This study aimed to evaluate the cost-utility of Be a Mom, a self-guided iCBT intervention, compared with a waiting-list control among postpartum women at high risk of PPD. METHODS: This economic evaluation was conducted alongside a 14-month randomized controlled trial adopting a societal perspective. Participants were randomized to Be a Mom (n = 542) or a waitlisted control group (n = 511). Self-report data on healthcare utilization, productivity losses, and quality-adjusted life years (QALYs) were collected at baseline, post-intervention, and 4 and 12 months post-intervention. Incremental cost-effectiveness ratios (ICERs) were calculated, and cost-effectiveness acceptability curves were generated using nonparametric bootstrapping. Sensitivity analyses were conducted to assess result robustness. RESULTS: Over 14 months, Be a Mom generated a QALY gain of 0.0184 (0.0022, 0.0346), and cost savings of EUR 34.06 (-176.16, 108.04) compared to the control group. At a willingness to pay of EUR 20,000, Be a Mom had a 97.6 % probability of cost-effectiveness. LIMITATIONS: Results have limitations due to self-selected sample, potential recall bias in self-reporting, missing data, limited follow-up, and the use of a waiting-list control group. CONCLUSIONS: This study addresses a critical gap by providing evidence on the cost-utility of an iCBT intervention tailored for PPD prevention. Further research is essential to identify scalable and cost-effective interventions for reducing the burden of PPD.


Cognitive Behavioral Therapy , Cost-Benefit Analysis , Depression, Postpartum , Internet-Based Intervention , Quality-Adjusted Life Years , Humans , Female , Depression, Postpartum/prevention & control , Depression, Postpartum/economics , Depression, Postpartum/therapy , Adult , Internet-Based Intervention/economics , Cognitive Behavioral Therapy/economics , Cognitive Behavioral Therapy/methods , Mothers/psychology
11.
JMIR Mhealth Uhealth ; 12: e54622, 2024 May 02.
Article En | MEDLINE | ID: mdl-38696234

BACKGROUND: Postpartum depression (PPD) poses a significant maternal health challenge. The current approach to detecting PPD relies on in-person postpartum visits, which contributes to underdiagnosis. Furthermore, recognizing PPD symptoms can be challenging. Therefore, we explored the potential of using digital biomarkers from consumer wearables for PPD recognition. OBJECTIVE: The main goal of this study was to showcase the viability of using machine learning (ML) and digital biomarkers related to heart rate, physical activity, and energy expenditure derived from consumer-grade wearables for the recognition of PPD. METHODS: Using the All of Us Research Program Registered Tier v6 data set, we performed computational phenotyping of women with and without PPD following childbirth. Intraindividual ML models were developed using digital biomarkers from Fitbit to discern between prepregnancy, pregnancy, postpartum without depression, and postpartum with depression (ie, PPD diagnosis) periods. Models were built using generalized linear models, random forest, support vector machine, and k-nearest neighbor algorithms and evaluated using the κ statistic and multiclass area under the receiver operating characteristic curve (mAUC) to determine the algorithm with the best performance. The specificity of our individualized ML approach was confirmed in a cohort of women who gave birth and did not experience PPD. Moreover, we assessed the impact of a previous history of depression on model performance. We determined the variable importance for predicting the PPD period using Shapley additive explanations and confirmed the results using a permutation approach. Finally, we compared our individualized ML methodology against a traditional cohort-based ML model for PPD recognition and compared model performance using sensitivity, specificity, precision, recall, and F1-score. RESULTS: Patient cohorts of women with valid Fitbit data who gave birth included <20 with PPD and 39 without PPD. Our results demonstrated that intraindividual models using digital biomarkers discerned among prepregnancy, pregnancy, postpartum without depression, and postpartum with depression (ie, PPD diagnosis) periods, with random forest (mAUC=0.85; κ=0.80) models outperforming generalized linear models (mAUC=0.82; κ=0.74), support vector machine (mAUC=0.75; κ=0.72), and k-nearest neighbor (mAUC=0.74; κ=0.62). Model performance decreased in women without PPD, illustrating the method's specificity. Previous depression history did not impact the efficacy of the model for PPD recognition. Moreover, we found that the most predictive biomarker of PPD was calories burned during the basal metabolic rate. Finally, individualized models surpassed the performance of a conventional cohort-based model for PPD detection. CONCLUSIONS: This research establishes consumer wearables as a promising tool for PPD identification and highlights personalized ML approaches, which could transform early disease detection strategies.


Biomarkers , Depression, Postpartum , Wearable Electronic Devices , Humans , Depression, Postpartum/diagnosis , Depression, Postpartum/psychology , Female , Adult , Biomarkers/analysis , Cross-Sectional Studies , Wearable Electronic Devices/statistics & numerical data , Wearable Electronic Devices/standards , Machine Learning/standards , Pregnancy , United States , Datasets as Topic , ROC Curve
12.
J Affect Disord ; 356: 300-306, 2024 Jul 01.
Article En | MEDLINE | ID: mdl-38583599

BACKGROUND: Assisted reproductive technologies (ARTs) have become the main treatment for infertility. ART treatment can be a stressful life event for infertile females. Whether there is an association between ARTs and postpartum depressive symptoms (PDS) has not been established. METHODS: PubMed, MEDLINE, EMBASE, PsycINFO, and CNKI were searched. The pooled outcome was the difference in incidence of PDS within 1 year postpartum between ARTs and the spontaneous pregnancy group. RESULTS: A total of 12 cohort studies, which were conducted in eight developed countries and two developing countries, were involved. In total, 106,338 pregnant women, including 4990 infertile females with ARTs treatment and 101,348 women with spontaneous pregnancy, were enrolled in our final analysis. ARTs women had a lower incidence of PDS compared to the spontaneous pregnancy group according to a random effect model (OR = 0.83, 95 % CI: 0.71-0.97, p = 0.022, I2 = 62.0 %). Subgroup analyses indicated that studies on late PDS (follow-up: 3-12 months postpartum) were more heterogeneous than those on early PDS (follow-up: <3 months postpartum) (I2 = 24.3 % vs. I2 = 0 %, interaction p-value < 0.001). There was a strong relationship between ARTs and late PDS (OR = 0.65, 95 % CI: 0.55-0.77, p < 0.001). Therefore, the possible source of heterogeneity was the postpartum evaluation time, which was confirmed by post-hoc meta-regression. LIMITATIONS: Some underlying confounders, such as previous psychiatric illness, the limited availability of ARTs, and ethnic disparities, cannot be ignored and may have biased interpretation of the results. CONCLUSION: The available data suggested that ARTs were associated with lower incidence of PDS, especially when follow-up lasted over 3 months. However, these findings should be interpreted with caution. Better-designed trials are needed to confirm this association.


Depression, Postpartum , Reproductive Techniques, Assisted , Humans , Female , Depression, Postpartum/epidemiology , Depression, Postpartum/therapy , Reproductive Techniques, Assisted/statistics & numerical data , Pregnancy , Adult , Infertility, Female/psychology , Infertility, Female/therapy , Incidence
13.
J Affect Disord ; 356: 34-40, 2024 Jul 01.
Article En | MEDLINE | ID: mdl-38583601

BACKGROUND: Postpartum anemia and iron deficiency are associated with postpartum depression. This study investigated the association between a low mean corpuscular volume (MCV) without anemia (which implies early-stage iron deficiency) in early pregnancy and perinatal mental health outcomes. METHODS: The fixed data from the Japan Environment and Children's Study (JECS), a Japanese nationwide birth cohort, were used. Perinatal mental health was assessed using the Kessler 6-item psychological distress scale (K6) in mid-pregnancy and the Edinburgh Postnatal Depression Scale (EPDS) at 1- and 6-months postpartum. RESULTS: Among the 3635 women with MCVs <85 fL in early pregnancy, the proportions of women with K6 scores ≥13 in mid-pregnancy and EPDS scores ≥9 at 1- and 6-months postpartum were 2.7 %, 12.8 %, and 9.9 %, respectively, compared with the 33,242 women with MCVs ≥85 fL at 1.9 %, 11.9 %, and 9.0 %, respectively. Multivariate logistic regression models showed that an MCV <85 in early pregnancy was associated with a K6 score ≥ 13 in mid-pregnancy and an EPDS score ≥ 9 at 1- and 6-months postpartum (adjusted odds ratio (95 % confidence interval): 1.48 (1.16-1.87), 1.14 (1.01-1.28), and 1.09 (0.95-1.24), respectively). LIMITATIONS: Low MCV values do not necessarily represent iron deficiency. Ferritin, currently the best indicator of iron deficiency, was not measured in the JECS. CONCLUSIONS: This study results suggest that a low MCV without anemia in early pregnancy is associated with a slightly increased risk of perinatal mental health deterioration.


Depression, Postpartum , Erythrocyte Indices , Humans , Female , Pregnancy , Japan/epidemiology , Adult , Depression, Postpartum/blood , Depression, Postpartum/epidemiology , Anemia, Iron-Deficiency/epidemiology , Anemia, Iron-Deficiency/blood , Mental Health/statistics & numerical data , Iron Deficiencies , Pregnancy Complications/epidemiology , Pregnancy Complications/blood , Cohort Studies , Postpartum Period/blood , Postpartum Period/psychology
14.
PLoS One ; 19(4): e0300018, 2024.
Article En | MEDLINE | ID: mdl-38635660

OBJECTIVE: To investigate associations between postpartum depression in fathers and children's behaviors at age 5 in a national high-risk U.S. sample. STUDY DESIGN: A secondary data analysis of 1,796 children in a national birth cohort study that oversampled non-marital births was conducted. Paternal depression was assessed 1 year after the child was born and children's behaviors were assessed by their primary caregivers when the children were 5 years old. Unadjusted and adjusted negative binomial regression models of associations between paternal depression and child behavior scores and logistic regression models of associations between paternal depression and high scores (at least 1.5 or 2.0 standard deviations above the mean) were estimated. RESULTS: In negative binomial regression models that adjusted for child, paternal, and family characteristics and maternal depression, paternal depression was associated with a 17% higher total externalizing behavior score (Incidence Rate Ratio (IRR): 1.17; 95% Confidence Interval (CI): 1.07-1.27), a 17% higher aggressive subscale score (IRR: 1.17; 95% CI: 1.08-1.27), and an 18% higher delinquent subscale score (IRR: 1.18; 95% CI: 1.03-1.35). In adjusted logistic regression models for scores ≥2.0 standard deviations above the mean, paternal depression was associated with high total externalizing scores (e.g., Odds Ratio (OR): 3.09; 95% CI: 1.77-5.41), high aggressive behavior scores (OR: 2.40; 95% CI: 1.30-4.43), and high delinquent behavior scores (OR: 2.08; 95% CI: 1.01-4.27). There were suggestive but non-robust associations between paternal depression and attention problems and no associations between paternal depression and internalizing behaviors or social problems. CONCLUSION: Fathers' depression at age 1 was associated with children's externalizing behaviors at age 5, an important developmental stage when children transition to school. These findings suggest a need to identify and support fathers with depressive symptoms to promote optimal child development.


Depression, Postpartum , Depression , Male , Child , Female , Humans , Child, Preschool , Infant , Depression/epidemiology , Depression/diagnosis , Cohort Studies , Birth Cohort , Mothers , Fathers , Depression, Postpartum/epidemiology , Postpartum Period
15.
BMC Pregnancy Childbirth ; 24(1): 305, 2024 Apr 23.
Article En | MEDLINE | ID: mdl-38654255

INTRODUCTION: Childbirth may be associated with psychological, social, and emotional effects and provide the background for women's health or illness throughout their life. This research aimed at comparing the impact of non-pharmacological pain relief and pharmacological analgesia with remifentanil on childbirth fear and postpartum depression. MATERIALS AND METHOD: This randomized clinical trial with two parallel arms was conducted on 66 women with term pregnancy referred to Taleghani Hospital in Tabriz for vaginal delivery during September 2022 to September 2023. First, all of the eligible participants were selected through Convenience Sampling. Then, they were randomly assigned into two groups of pharmacological analgesia with remifentanil and non-pharmacological analgesia with a ratio of 1:1 using stratified block randomization based on the number of births. Before the intervention, fear of childbirth (FOC) was measured using Delivery Fear Scale (DFS) between 4 and 6 cm cervical dilatation. Pain and fear during labor in dilatation of 8 cm were measured in both groups using VAS and DFS. After delivery, FOC was assessed using Delivery Fear Scale (W DEQ Version B) and postpartum depression using the Edinburgh's postpartum depression scale (EPDS). Significance level was considered 0.05. Mean difference (MD) was compared with Independent T-test and ANCOVA pre and post intervention. RESULTS: The mean score of FOC in the non-pharmacological analgesia group was significantly lower than that in the pharmacological analgesia group after the intervention by controlling the effect of the baseline score (MD: -6.33, 95%, Confidence Interval (CI): -12.79 to -0.12, p = 0.04). In the postpartum period, the mean score of FOC in the non-pharmacological analgesia group was significantly lower than that in the pharmacological analgesia group after controlling the effect of the baseline score (MD: -21.89; 95% CI: -35.12 to -8.66; p = 0.002). The mean score of postpartum depression in the non-pharmacological analgesia group was significantly lower than that in the pharmacological analgesia group (MD: -1.93, 95% CI: -3.48 to -0.37, p = 0.01). TRIAL REGISTRATION: Iranian Registry of Clinical Trials (IRCT): IRCT20170506033834N10. Date of registration: 05/07/2022 Date of first registration: 05/07/2022. URL: https://www.irct.ir/trial/61030; Date of recruitment start date05/07/2022. CONCLUSION: The study results indicated a reduction in FOC and postpartum depression among parturient women receiving non-pharmacological strategies with active participation in childbirth compared to women receiving pharmacological analgesia. Owing to the possible side effects of pharmacological methods for mother and fetus, non-pharmacological strategies with active participation of the mother in childbirth are recommended to reduce the FOC and postpartum depression.


Depression, Postpartum , Fear , Pain Management , Parturition , Remifentanil , Humans , Female , Depression, Postpartum/drug therapy , Adult , Pregnancy , Fear/psychology , Remifentanil/therapeutic use , Remifentanil/administration & dosage , Parturition/psychology , Pain Management/methods , Analgesics, Opioid/therapeutic use , Analgesia, Obstetrical/methods , Labor Pain/drug therapy , Labor Pain/therapy , Labor Pain/psychology , Iran , Delivery, Obstetric/psychology , Pain Measurement
16.
Early Hum Dev ; 192: 106013, 2024 May.
Article En | MEDLINE | ID: mdl-38657398

BACKGROUND: Postpartum blues/postpartum maternal blues is a psychological disorder experienced by mothers with symptoms of postpartum sadness, easy crying, easy anxiety, sensitivity, indecisiveness. The study aimed to examine the effect of music played on newly delivered mothers on postpartum blues. METHODS: A prospective, two-arm, randomized controlled study was conducted on n = 82 (41 = control, 41 = music group) mothers who gave birth at term in Trakya University Health Research and Application Center Maternity Service between May and December 2023. The research data were collected through the Personal Information Form, Stein Blues Scale (SBS), and Edinburgh Postpartum Depression Scale (EPDS). The scales used in the study were evaluated four times: postoperative 0-3 h, 12th, 24th, and 36th hours. RESULTS: The postoperative 0-3 h SBS test median of the new mothers in the music group was 19.00, and the 36th hours test median was 2.00, while the postoperative 0-3 h SBS test median of the control group was 21.00, and the 36th hour test median was 13.00. The postoperative 0-3 h EPDS test median of the new mothers in the music group was 22.00, and the 36th hours test median was 0.00, while the postoperative 0-3 h EPDS test median of the control group was 26.00, and the 36th hours test median was 10.00. A significant difference was found in the 12th, 24th, and 36th hours (p < .001). A statistically significant high positive correlation was found between EPDS and SBS in the 12th, 24th, and 36th hours (p < .001). CONCLUSIONS: In the study, it was found that music played to newly delivered mothers reduced postpartum blues and depression levels. REGISTRATION: The submission date for a clinical trial protocol is prior to completing participant recruitment and for a systematic review, prior to completing full paper screening. NCT06252155.


Depression, Postpartum , Mothers , Music Therapy , Humans , Female , Adult , Music Therapy/methods , Mothers/psychology , Music/psychology
17.
BMC Pregnancy Childbirth ; 24(1): 273, 2024 Apr 12.
Article En | MEDLINE | ID: mdl-38609849

BACKGROUND: Depression is one of the most common mental disorders in the postpartum period. Depression can decrease self-efficacy in breastfeeding by reducing the mother's self-confidence. Considering the conflicting results regarding the relationship between postpartum depression and breastfeeding self-efficacy, this systematic review was conducted to investigate the relationship between breastfeeding self-efficacy and postpartum depression. METHOD: In this systematic review, published articles in PubMed, Scopus, Web of Sciences, Cochrane Library, and Google Scholar databases were searched using English keywords "Self-efficacy, breastfeeding, breastfeeding Self-efficacy, depression, postpartum depression" without publication date limit. Data analysis was done with employing STATA14 software. Heterogeneity was assessed using I2 index which was 0%. Therefore, the fixed effects method was used to combine the data and perform meta-analysis. RESULT: The results of the meta-analysis showed that based on the fixed effect method, depression was associated with decreased breastfeeding self-efficacy on the first day (SMD = 0.62, 95%CI: -0.830, -0.41, p = 0.0001) and on the third day (SMD = 0.84, 95% CI: -0.55,1.14, p = 0.0001). The Begg and Manzumdar test revealed no publication bias, with p = 0.317. CONCLUSION: Postpartum depression may be associated with a decrease in the mother's breastfeeding self-efficacy and placing mother in a condition to pay low attention to her maternal role. Therefore, healthcare providers should provide adequate support according to the needs of mothers and develop diagnostic and treatment protocols to improve the level of maternal health.


Depression, Postpartum , Female , Humans , Depression, Postpartum/epidemiology , Self Efficacy , Breast Feeding , Mothers , Postpartum Period
18.
BMC Psychiatry ; 24(1): 293, 2024 Apr 17.
Article En | MEDLINE | ID: mdl-38632592

BACKGROUND: The emotional bond that a mother senses to her infant is essential to their social, emotional, and cognitive development. Understanding the level of mother-infant bonding plays an imperative role in the excellence of care. However, in Lebanon, there is a paucity of information about mother-infant bonding in the postpartum period. Given that Lebanese pregnant women constitute an important part of the population to look at, the objectives of the study were to (1) validate the Arabic version of the mother-infant bonding scale and (2) the relation between mother-infant bond and postpartum depression/anxiety; (3) the moderating effect of child abuse in the association between mother-infant bond and postpartum depression/anxiety. METHODS: This cross-sectional study was conducted from September 2022 until June 2023, enrolling 438 women 4-6 weeks after delivery (mean age: 31.23 ± 5.24 years). To examine the factor structure of the mother-infant bond scale, we used an Exploratory-Confirmatory (EFA-CFA) strategy. To check if the model was adequate, several fit indices were calculated: the normed model chi-square (χ2/df), the Steiger-Lind root mean square error of approximation (RMSEA), the Tucker-Lewis Index (TLI) and the comparative fit index (CFI). RESULTS: EFA was conducted on the first subsample. Three items were removed. The five items remaining loaded on one factor, which explained 73.03% of the common variance (ω = .91 / α = .90). After adding a correlation between residuals for items 2-7 and 5-8, fit indices of the CFA results were acceptable: χ2/df = 6.97/3 = 2.32, RMSEA = .068 (90% CI .001, .135), SRMR = .017, CFI = .996, TLI = .988. The interaction maternal-infant bonding by child psychological abuse was significantly associated with depression and anxiety respectively. At low, moderate and high levels of child psychological abuse, higher maternal-infant bonding scores (greater difficulty in bonding) were significantly associated with higher depression and higher anxiety respectively. CONCLUSION: This study provides, for the first time, a specific Arabic scale to assess mother-infant bonding reliably and validly. Furthermore, our study has suggested the existence of factors that have additive effects in potentiating the risk for depression and anxiety among Lebanese postpartum women, namely a history of psychological child abuse. Therefore, laborious awareness programs and healthcare services need to be implemented in order to prevent maternal mental health disorders from being unrecognized and left untreated.


Depression, Postpartum , Humans , Infant , Child , Female , Pregnancy , Adult , Depression, Postpartum/psychology , Mothers/psychology , Object Attachment , Cross-Sectional Studies , Emotional Abuse , Mother-Child Relations/psychology , Postpartum Period/psychology , Anxiety/psychology , Surveys and Questionnaires
19.
Women Health ; 64(4): 330-340, 2024 Apr.
Article En | MEDLINE | ID: mdl-38556776

Pelvic girdle pain (PGP) is a common problem during pregnancy and postpartum and negatively affects women's well-being. Yet it is not well known in China. This study assessed PGP's intensity, location, and quality and the status of daily activities on postpartum women with pain, and explored the relationship between pain and the prevalence of depressive symptoms. A cross-sectional study recruiting 1,038 eligible women at 6 weeks postpartum from the obstetric clinic of a hospital was conducted in Beijing, China. Data were collected using self-reported questionnaires, including Introductory information form, Body chart, Number Rating Scale, McGill Pain Questionnaire-2, Pelvic Girdle Questionnaire, and Edinburgh Postnatal Depression Scale. In this study, 32.2 percent women experienced pain. The mean (SD) pain intensity score was 3.07 ± 1.60. About 50.6 percent women experienced sacroiliac joint pain, and 25.5 percent women experienced pain in a combination of locations. About 73.1 percent women experienced aching pain, and 57.5 percent experienced more than one kind of pain quality. The mean total score, which assesses activity and symptom limitations, was 21.93 ± 17.35 (percent), of which a normal sex life (1.29 ± 0.94) was made more challenging due to pain. In mental health, the prevalence of depressive symptoms coincided with the prevalence of pain (p = 0.008). Postpartum PGP still needs to be taken seriously, and women with pain require further support. The above knowledge offers information to manage pain, daily lives and depressive symptoms, contributes to think about strategies to better promote postpartum women physical and mental health in the future.


Activities of Daily Living , Pain Measurement , Pelvic Girdle Pain , Postpartum Period , Humans , Female , Postpartum Period/psychology , Adult , Pelvic Girdle Pain/epidemiology , Pelvic Girdle Pain/psychology , Cross-Sectional Studies , Surveys and Questionnaires , China/epidemiology , Prevalence , Beijing/epidemiology , Pregnancy , Quality of Life , Depression/epidemiology , Depression/psychology , Depression, Postpartum/epidemiology , Depression, Postpartum/psychology , Young Adult
20.
PLoS One ; 19(4): e0301357, 2024.
Article En | MEDLINE | ID: mdl-38568902

INTRODUCTION: Pregnancy exerts a detrimental effect on women's mental health. Maternal mental health is considered as one of the public health concerns as it impacts the health of both mother and the child. One in five people in developing countries experience serious mental health issues during pregnancy and after giving birth. In India, postpartum depression (PPD) affects 22% of women, according to a research by WHO. The available data on mental health literacy among women, showed that only 50.7% of the postpartum mothers who were attending paediatric tertiary care centres had adequate knowledge about PPD. It is crucial to diagnose early and adequately manage postpartum depression to avoid long-term consequences. It is also essential to seek help and utilise the available resources and services to avoid worsening of the condition and to aid in the recovery. This demonstrates the need to promote awareness, improve help seeking, reduce stigma and treatment gap associated with PPD through educational video intervention specific to cultural context and beliefs. MATERIALS AND METHODS: This is a quasi-experimental study without a control group that attempts to improve the awareness among the mothers about postpartum depression to understand better about the condition and also its management through video intervention. The video intervention will be developed in regional language specific to the cultural context of the setting. The video script will be finalised from the findings of the available literature and also through focus group discussion among mothers and health care professionals which will be analysed qualitatively using thematic identification. The study will use a standardized Postpartum Depression Literacy Scale (PoDLIS) which will be quantitatively analysed using paired t test before and after the intervention. Repeated measures of ANOVA will also be used to analyse the changes in literacy scale scores with respect to socio demographic variables. The mothers will also be screened for PPD using Patient Health Questionnaire 9 (PHQ 9) and feedback will be collected and analysed to find the overall usefulness of video. DISCUSSION: If it becomes apparent that this video intervention is successful in raising awareness of PPD among postpartum mothers and reducing stigma, it can be used to aid early identification of mothers with PPD which can result in early management and improved health outcome for both mothers and children. The major goals of the video intervention are to raise awareness, lessen stigma, and prevent PPD through strong family support, adopting healthy lifestyles, having access to information, practising self-care, and enhancing help-seeking. TRIAL REGISTRATION: The trial is registered under the Clinical Trial Registry- India (CTRI) (CTRI/2023/03/050836). The current study adheres to the SPIRIT Guidelines [See S1 Checklist: SPIRIT Guidelines].


Depression, Postpartum , Mothers , Female , Humans , Depression, Postpartum/diagnosis , Depression, Postpartum/prevention & control , Immunization , Mothers/psychology , Postpartum Period , Tertiary Care Centers
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