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Geotemporal analysis of perinatal care changes and maternal mental health: an example from the COVID-19 pandemic
Hendrix, Cassandra L; Werchan, Denise; Lenniger, Carly; Ablow, Jennifer C; Amstadter, Ananda B; Austin, Autumn; Babineau, Vanessa; Bogat, G Anne; Cioffredi, Leigh-Anne; Conradt, Elisabeth; Crowell, Sheila E; Dumitriu, Dani; Elliott, Amy J; Fifer, William; Firestein, Morgan; Gao, Wei; Gotlib, Ian; Graham, Alice; Gregory, Kimberly D; Gustafsson, Hanna; Havens, Kathryn L; Hockett, Christine; Howell, Brittany R; Humphreys, Kathryn L; Jallo, Nancy; King, Lucy S; Kinser, Patricia A; Levendosky, Alytia A; Lonstein, Joseph S; Lucchini, Maristella; Marcus, Rachel; Monk, Catherine; Moyer, Sara; Muzik, Maria; Nuttall, Amy K; Potter, Alexandra S; Rogers, Cynthia; Salisbury, Amy; Shuffrey, Lauren C; Smith, Beth A; Smyser, Christopher D; Smith, Lynne; Sullivan, Elinor; Zhou, Judy; Brito, Natalie H; Thomason, Moriah E
Our primary objective was to document COVID-19 induced changes to perinatal care across the USA and examine the implication of these changes for maternal mental health. We performed an observational cross-sectional study with convenience sampling using direct patient reports from 1918 postpartum and 3868 pregnant individuals collected between April 2020 and December 2020 from 10 states across the USA. We leverage a subgroup of these participants who gave birth prior to March 2020 to estimate the pre-pandemic prevalence of specific birthing practices as a comparison. Our primary analyses describe the prevalence and timing of perinatal care changes, compare perinatal care changes depending on when and where individuals gave birth, and assess the linkage between perinatal care alterations and maternal anxiety and depressive symptoms. Seventy-eight percent of pregnant participants and 63% of postpartum participants reported at least one change to their perinatal care between March and August 2020. However, the prevalence and nature of specific perinatal care changes occurred unevenly over time and across geographic locations. The separation of infants and mothers immediately after birth and the cancelation of prenatal visits were associated with worsened depression and anxiety symptoms in mothers after controlling for sociodemographic factors, mental health history, number of pregnancy complications, and general stress about the COVID-19 pandemic. Our analyses reveal widespread changes to perinatal care across the US that fluctuated depending on where and when individuals gave birth. Disruptions to perinatal care may also exacerbate mental health concerns, so focused treatments that can mitigate the negative psychiatric sequelae of interrupted care are warranted.
PMID: 35962855
ISSN: 1435-1102
CID: 5287432
OWLET: An automated, open-source method for infant gaze tracking using smartphone and webcam recordings
Werchan, Denise M; Thomason, Moriah E; Brito, Natalie H
Groundbreaking insights into the origins of the human mind have been garnered through the study of eye movements in preverbal subjects who are unable to explain their thought processes. Developmental research has largely relied on in-lab testing with trained experimenters. This constraint provides a narrow window into infant cognition and impedes large-scale data collection in families from diverse socioeconomic, geographic, and cultural backgrounds. Here we introduce a new open-source methodology for automatically analyzing infant eye-tracking data collected on personal devices in the home. Using algorithms from computer vision, machine learning, and ecological psychology, we develop an online webcam-linked eye tracker (OWLET) that provides robust estimation of infants' point of gaze from smartphone and webcam recordings of infant assessments in the home. We validate OWLET in a large sample of 7-month-old infants (N = 127) tested remotely, using an established visual attention task. We show that this new method reliably estimates infants' point-of-gaze across a variety of contexts, including testing on both computers and mobile devices, and exhibits excellent external validity with parental-report measures of attention. Our platform fills a significant gap in current tools available for rapid online data collection and large-scale assessments of cognitive processes in infants. Remote assessment addresses the need for greater diversity and accessibility in human studies and may support the ecological validity of behavioral experiments. This constitutes a critical and timely advance in a core domain of developmental research and in psychological science more broadly.
PMCID:9450825
PMID: 36070130
ISSN: 1554-3528
CID: 5337022
Perceived discrimination as a modifier of health, disease, and medicine: empirical data from the COVID-19 pandemic
Thomason, Moriah E; Hendrix, Cassandra L; Werchan, Denise; Brito, Natalie H
Increasing reports of long-term symptoms following COVID-19 infection, even among mild cases, necessitate systematic investigation into the prevalence and type of lasting illness. Notably, there is limited data regarding the influence of social determinants of health, like perceived discrimination and economic stress, that may exacerbate COVID-19 health risks. Here, 1,584 recovered COVID-19 patients that experienced mild to severe forms of disease provided detailed medical and psychosocial information. Path analyses examined hypothesized associations between discrimination, illness severity, and lasting symptoms. Secondary analyses evaluated sex differences, timing of infection, and impact of prior mental health problems. Post hoc logistic regressions tested social determinants hypothesized to predict neurological, cognitive, or mood symptoms. 70.6% of patients reported presence of one or more lasting symptom after recovery. 19.4% and 25.1% of patients reported lasting mood or cognitive/memory problems. Perceived discrimination predicted increased illness severity and increased lasting symptom count, even when adjusting for sociodemographic factors and mental/physical health comorbidities. This effect was specific to stress related to discrimination, not to general stress levels. Further, patient perceptions regarding quality of medical care influenced these relationships. Finally, illness early in the pandemic is associated with more severe illness and more frequent lasting complaints. Lasting symptoms after recovery from COVID-19 are highly prevalent and neural systems are significantly impacted. Importantly, psychosocial factors (perceived discrimination and perceived SES) can exacerbate individual health risk. This study provides actionable directions for improved health outcomes by establishing that sociodemographic risk and medical care influence near and long-ranging health outcomes. All data from this study have been made publicly available.
PMCID:9285192
PMID: 35840584
ISSN: 2158-3188
CID: 5269582
Paid maternal leave is associated with infant brain function at 3Â months of age
Brito, Natalie H; Werchan, Denise; Brandes-Aitken, Annie; Yoshikawa, Hirokazu; Greaves, Ashley; Zhang, Maggie
The first months of life are critical for establishing neural connections relevant for social and cognitive development. Yet, the United States lacks a national policy of paid family leave during this important period of brain development. This study examined associations between paid leave and infant electroencephalography (EEG) at 3 months in a sociodemographically diverse sample of families from New York City (N = 80; 53 males; 48% Latine; data collection occurred 05/2018-12/2019). Variable-centered regression results indicate that paid leave status was related to differences in EEG power (ps < .02, R2 s > .12). Convergent results from person-centered latent profile analyses demonstrate that mothers with paid leave were 7.39 times as likely to have infants with EEG profiles characterized by increased higher-Hz power (95% CI, 1.9-36.9), potentially reflecting more mature patterns of brain activity.
PMID: 35373346
ISSN: 1467-8624
CID: 5191522
Maternal anxiety symptoms associated with increased behavioral synchrony in the early postnatal period
Lemus, Alejandra; Vogel, Sarah C; Greaves, Ashley N; Brito, Natalie H
The presence of perinatal mood and anxiety disorders has typically been associated with decreases in the quality of mother-infant interactions. However, maternal anxiety symptoms during the postpartum period have been less studied than other mental health disorders like depression. In the current study, we examined associations among symptoms of maternal anxiety, maternal perceived stress, and mother-infant behavioral synchrony in the early postnatal period. Eighty-one mother-infant dyads participated in this study when the infants were 3Â months old. Surveys were given to obtain demographic information and current maternal mental health symptoms, and dyads completed a 5-min free-play task to measure behavioral synchrony. Results indicated that maternal anxiety symptoms were positively associated with behavioral synchrony, but only for mothers reporting moderate levels of perceived stress. These findings highlight the differential impact of maternal postpartum mental health on behavioral synchrony and suggest that higher maternal anxiety symptoms during the postnatal period may play an adaptive role in fostering more dynamic mother-infant interactions.
PMID: 35524642
ISSN: 1532-7078
CID: 5249432
Improving Perinatal Maternal Mental Health Starts With Addressing Structural Inequities
Shuffrey, Lauren C; Thomason, Moriah E; Brito, Natalie H
PMID: 35262622
ISSN: 2168-6238
CID: 5183552
Association of maternal depression and anxiety with toddler social-emotional and cognitive development in South Africa: a prospective cohort study
Shuffrey, Lauren C; Sania, Ayesha; Brito, Natalie H; Potter, Mandy; Springer, Priscilla; Lucchini, Maristella; Rayport, Yael K; Du Plessis, Carlie; Odendaal, Hein J; Fifer, William P
OBJECTIVE:A robust literature has identified associations between prenatal maternal depression and adverse child social-emotional and cognitive outcomes. The majority of prior research is from high-income countries despite increased reporting of perinatal depression in low/middle-income countries (LMICs). Additionally, despite the comorbidity between depression and anxiety, few prior studies have examined their joint impact on child neurodevelopment. The objective of the current analysis was to examine associations between prenatal maternal depression and anxiety with child social-emotional and cognitive development in a cohort from the Western Cape Province of South Africa. DESIGN/METHODS:Prenatal maternal depression and anxiety were measured using the Edinburgh Postnatal Depression Scale and the State-Trait Anxiety Inventory Scale at 20-24 weeks' gestation. Child neurobehaviour was assessed at age 3 using the Brief Infant-Toddler Social Emotional Assessment and the Bayley Scales of Infant Development III Screening Test (BSID-III ST). We used linear regression models to examine the independent and joint association between prenatal maternal depression, anxiety and child developmental outcomes. RESULTS:Participants consisted of 600 maternal-infant dyads (274 females; gestational age at birth: 38.89 weeks±2.03). Children born to mothers with both prenatal depression and trait anxiety had higher social-emotional problems (mean difference: 4.66; 95% CI 3.43 to 5.90) compared with children born to mothers with no prenatal depression or trait anxiety, each condition alone, or compared with mothers with depression and state anxiety. Additionally, children born to mothers with prenatal maternal depression and trait anxiety had the greatest reduction in mean cognitive scores on the BSID-III ST (mean difference: -1.04; 95% CI -1.99 to -0.08). CONCLUSIONS:The observed association between comorbid prenatal maternal depression and chronic anxiety with subsequent child social-emotional and cognitive development underscores the need for targeting mental health support among perinatal women in LMICs to improve long-term child neurobehavioural outcomes.
PMID: 35418432
ISSN: 2044-6055
CID: 5201982
Parenting under pressure: Parental transmission and buffering of child fear during the COVID-19 pandemic
Uy, Jessica P; Schwartz, Chloe; Chu, Kristen A; Towner, Emily; Lemus, Alejandra; Brito, Natalie H; Callaghan, Bridget L
The current study investigated the impacts of parental behaviors (threat communication and comforting) on children's COVID-19 fears and whether effects differed by age. Caregivers of 283 children (5.5-17 years, MÂ =Â 10.17, SDÂ =Â 3.25) from 186 families completed online measures assessing children's and parents' COVID-19-related fears, children's sources of COVID-19 threat information, and parents' engagement in behaviors to reduce child distress (i.e., comfort behaviors). Higher COVID-19 fear in parents was associated with greater communication of COVID-19 threat information, which was associated with higher COVID-19 fear in younger, but not older, children. Over and above parental fear and threat communication, greater exposure to COVID-19 threat information from community sources (e.g., media, school, friends) was associated with greater COVID-19 fear in children, regardless of age. Greater engagement of parental comfort behaviors buffered the association between community sources of COVID-19 threat information and COVID-19 fears in older, but not younger, children. These findings suggest that younger children might be more vulnerable to developing heightened COVID-19 fears as a result of increasing sources of COVID-19 threat information in their lives. This study highlights the importance of supporting the socioemotional well-being of children and families through the COVID-19 pandemic and beyond.
PMID: 35312053
ISSN: 1098-2302
CID: 5190622
Behavioral coping phenotypes and associated psychosocial outcomes of pregnant and postpartum women during the COVID-19 pandemic
Werchan, Denise M; Hendrix, Cassandra L; Ablow, Jennifer C; Amstadter, Ananda B; Austin, Autumn C; Babineau, Vanessa; Anne Bogat, G; Cioffredi, Leigh-Anne; Conradt, Elisabeth; Crowell, Sheila E; Dumitriu, Dani; Fifer, William; Firestein, Morgan R; Gao, Wei; Gotlib, Ian H; Graham, Alice M; Gregory, Kimberly D; Gustafsson, Hanna C; Havens, Kathryn L; Howell, Brittany R; Humphreys, Kathryn L; King, Lucy S; Kinser, Patricia A; Krans, Elizabeth E; Lenniger, Carly; Levendosky, Alytia A; Lonstein, Joseph S; Marcus, Rachel; Monk, Catherine; Moyer, Sara; Muzik, Maria; Nuttall, Amy K; Potter, Alexandra S; Salisbury, Amy; Shuffrey, Lauren C; Smith, Beth A; Smith, Lynne; Sullivan, Elinor L; Zhou, Judy; Thomason, Moriah E; Brito, Natalie H
The impact of COVID-19-related stress on perinatal women is of heightened public health concern given the established intergenerational impact of maternal stress-exposure on infants and fetuses. There is urgent need to characterize the coping styles associated with adverse psychosocial outcomes in perinatal women during the COVID-19 pandemic to help mitigate the potential for lasting sequelae on both mothers and infants. This study uses a data-driven approach to identify the patterns of behavioral coping strategies that associate with maternal psychosocial distress during the COVID-19 pandemic in a large multicenter sample of pregnant women (N = 2876) and postpartum women (N = 1536). Data was collected from 9 states across the United States from March to October 2020. Women reported behaviors they were engaging in to manage pandemic-related stress, symptoms of depression, anxiety and global psychological distress, as well as changes in energy levels, sleep quality and stress levels. Using latent profile analysis, we identified four behavioral phenotypes of coping strategies. Critically, phenotypes with high levels of passive coping strategies (increased screen time, social media, and intake of comfort foods) were associated with elevated symptoms of depression, anxiety, and global psychological distress, as well as worsening stress and energy levels, relative to other coping phenotypes. In contrast, phenotypes with high levels of active coping strategies (social support, and self-care) were associated with greater resiliency relative to other phenotypes. The identification of these widespread coping phenotypes reveals novel behavioral patterns associated with risk and resiliency to pandemic-related stress in perinatal women. These findings may contribute to early identification of women at risk for poor long-term outcomes and indicate malleable targets for interventions aimed at mitigating lasting sequelae on women and children during the COVID-19 pandemic.
PMCID:8786860
PMID: 35075202
ISSN: 2045-2322
CID: 5153202
Changes in social support of pregnant and postnatal mothers during the COVID-19 pandemic
Zhou, Judy; Havens, Kathryn L; Starnes, Catherine P; Pickering, Trevor A; Brito, Natalie H; Hendrix, Cassandra L; Thomason, Moriah E; Vatalaro, Tessa C; Smith, Beth A
OBJECTIVE:Our objectives were to assess in perinatal women: the most effective methods used to meet social support needs during COVID-19, the impact of COVID-19 on self-reported social support levels, and how perceived change in social support related to distress, depression, and mental health. DESIGN/METHODS:One-time survey administered from April to August 2020 SETTING: Online PARTICIPANTS: Pregnant and postpartum women with infants less than 6 months of age MEASUREMENT AND FINDINGS: Participants indicated the methods they used to meet social support needs during COVID-19. They self-rated their social support level pre- and during pandemic and their distress, depressive symptoms, and mental health changes on a Likert scale. Out of 1142 participants, the most effective methods for obtaining social support during the pandemic were virtual means (e.g. video call) and interaction with friends. There was a significant difference in distribution of self-reported levels of social support before and during the pandemic, with more respondents reporting a decrease in support. Decreases in social support were associated with higher distress levels, higher levels of depressive symptoms, and poorer mental health. KEY CONCLUSIONS/CONCLUSIONS:Perinatal women reported decreased social support during the COVID-19 pandemic which was associated with poorer mental health. Using virtual means of social support and support provided by friends had the largest positive effect on perceived social support levels. IMPLICATIONS FOR PRACTICE/CONCLUSIONS:Interventions using virtual support means from friends may be helpful to improve social support and mental health in this population.
PMCID:8485715
PMID: 34649034
ISSN: 1532-3099
CID: 5063122