RESUMO
BACKGROUND: Postpartum depression (PPD) is a severe mental disorder that often results in poor maternal-infant attachment and negatively impacts infant development. Universal screening has recently been recommended to identify women at risk, but the optimal screening time during pregnancy has not been defined so far. Thus, web-based technologies with widespread use among women of childbearing age create new opportunities to detect pregnancies with a high risk for adverse mental health outcomes at an early stage. OBJECTIVE: The aim of this study was to stratify the risk for PPD and to determine the optimal screening time during pregnancy by using a web-based screening tool collecting electronic patient-reported outcomes (ePROs) as the basis for a screening algorithm. METHODS: In total, 214 women were repeatedly tested for depressive symptoms 5 times during and 3 times after pregnancy by using the Edinburgh Postnatal Depression Scale (EPDS), accessible on a web-based pregnancy platform, developed by the authors of this study. For each prenatal assessment, the area under the curve (AUC), sensitivity, specificity, and predictive values for PPD were calculated. Multivariate logistic regression analyses were applied to identify further potential predictors, such as age, education, parity, relationship quality, and anxiety, to increase predictive accuracy. RESULTS: Digitally collected data from 214 pregnant women were analyzed. The predictive accuracy of depressive symptoms 3 and 6 months postpartum was reasonable to good regarding the screening in the second (AUC=0.85) and third (AUC=0.75) trimester. The multivariate logistic regression analyses resulted in an excellent AUC of 0.93 at 3 months and a good AUC of 0.87 at 6 months postpartum. CONCLUSIONS: The best predictive accuracy for PPD has been shown for screening between the 24th and the 28th gestational week (GW) and seems to be beneficial for identifying women at risk. In combination with the aforementioned predictive factors, the discriminatory power improved, particularly at 3 months postpartum. Screening for depression during pregnancy, combined with the women's personal risk profile, can be used as a starting point for developing a digital screening algorithm. Thereby, web-based assessment tools constitute feasible, efficient, and cost-effective approaches. Thus, they seem to be beneficial in detecting high-risk pregnancies in order to improve maternal and infant birth outcomes in the long term.
RESUMO
PURPOSE: Physical activity can reduce pregnancy-related complications and contributes substantially to improving maternal mental health. A reduction in activity encompassing exercise and daily household tasks throughout the course of pregnancy increases the risk of depression and anxiety. The following research examines the longitudinal interaction between exercise, general physical activity, and mental health outcomes in pregnant women. METHODS: This prospective longitudinal study was conducted at the maternity departments of two major university hospitals in Germany. Self-reported data of 597 women were digitally assessed every 4 weeks from the second trimester until birth as well as 3 and 6 months postnatally. Depressive and anxiety symptoms were assessed using the EPDS, PRAQ, and STAI and physical activity levels were measured using the PPAQ questionnaire. Cross-sectional and longitudinal analyses using Pearson's correlation coefficient and multiple regression models were conducted. RESULTS: We found a significant reduction in general physical activity in the period from the 20th to 32nd gestational week. Women who reported a greater decline during pregnancy showed significantly higher depression and anxiety scores. In stratified analyses, only baseline mental health scores proved to be variables with stronger impact on postnatal depression and anxiety outcomes. CONCLUSION: General physical activity and maternal mental health significantly influence each other during and after pregnancy. Both physical activity and the prevention of perinatal mental disorders should be systematically encouraged during perinatal care to prevent adverse maternal and fetal birth outcomes.
