Testing the effectiveness and acceptability of online supportive supervision for mental health practitioners in humanitarian settings: a study protocol for the caring for carers project.

BACKGROUND: Local humanitarian workers in low and middle-income countries must often contend with potentially morally injurious situations, often with limited resources. This creates barriers to providing sustainable mental health and psychosocial support (MHPSS) to displaced individuals. Clinical supervision is an often neglected part of ensuring high-quality, sustainable care. The Caring for Carers (C4C) project aims to test the effectiveness and acceptability of online group-based supportive supervision on the well-being of MHPSS practitioners, as well as service-user-reported service satisfaction and quality when working with displaced communities in Türkiye, Syria, and Bangladesh. This protocol paper describes the aim, design, and methodology of the C4C project. METHOD: A quasi-experimental, mixed-method, community-based participatory research study will be conducted to test the effectiveness of online group-based supportive clinical supervision provided to 50 Syrian and 50 Bangladeshi MHPSS practitioners working with Syrian and Rohingya displaced communities. Monthly data will be collected from the practitioners and their beneficiaries during the active control (six months) and supervision period (16 months over two terms). Outcomes are psychological distress (Kessler-6), burnout (the Copenhagen Burnout Inventory), compassion fatigue, compassion satisfaction, and secondary traumatic stress (Professional Quality of Life Scale), perceived injustice, clinical self-efficacy (Counseling Activity Self-Efficacy Scale), service satisfaction, and quality (Client Satisfaction Questionnaire and an 18-item measure developed in this project). A realist evaluation framework will be used to elucidate the contextual factors, mechanisms, and outcomes of the supervision intervention. DISCUSSION: There is a scarcity of evidence on the role of clinical supervision in improving the well-being of MHPSS practitioners and the quality of service they provide to displaced people. By combining qualitative and quantitative data collection, the C4C project will address the long-standing question of the effectiveness and acceptability of clinical supervision in humanitarian settings.

Correction: COVID-19 stressors and mental health problems amongst women who arrived as refugees and those born in Australia.

[This corrects the article DOI: 10.1371/journal.pgph.0002073.].

Correction: COVID-19 stressors and mental health problems amongst women who arrived as refugees and those born in Australia.

[This corrects the article DOI: 10.1371/journal.pgph.0002073.].

COVID-19 stressors and mental health problems amongst women who arrived as refugees and those born in Australia.

Women from refugee background residing in high income countries are at greater mental health risk during the COVID-19 pandemic given their higher baseline prevalence of mental disorders, trauma exposures and social adversities. During the COVID-19 pandemic we drew on data from wave-4 of the WATCH cohort study, collected between October 2019 and June 2021. We conducted a cross-sectional analysis to compare the prevalence of common mental disorders (CMDs) from the sample of 650 consecutively recruited women, 339 (52.2%) from the refugee-background who were resettled in Australia and 311 (48.8%) randomly and contemporaneously selected Australian born women. We assessed COVID-19 psychosocial stressors: 1. COVID-related material hardship and 2. COVID-related fear and stress. We examined for associations between scores on these two items and CMDs in each group respectively. Compared to Australian-born woman, women from refugee background recorded a significantly higher prevalence of Major Depressive Disorder (MDD) (19.8% vs 13.5%), PTSD (9.7% vs 5.1%), Separation Anxiety Disorder (SEPAD) (19.8% vs 13.5%) and Persistent Complicated Bereavement Disorder (PCBD) (6.5% vs 2.9%). In refugee women, associations were found between COVID-related material hardship and CMDs [MDD, Relative Risk (RR) = 1.39, 95%CI: 1.02-1.89, p = 0.02] as well as between COVID-related fear and stress and CMDs (MDD, RR = 1.74, 95%CI: 1.04-2.90, p = 0.02 p = 0.02). For Australian-born women, associations were more commonly found between CMDs and material hardship. Our study demonstrates that both women from refugee background and those born in Australia are experiencing significant rates of CMD during the pandemic and that material hardship is an associated factor. We found that women from refugee background are at greater risk for mental health problems and are more likely to report an association of those problems with fear and stress related to COVID_19. All women, and particularly those from refugee background, require urgent and specialised attention to their mental health and psychosocial problems during this pandemic.

Sympathetic nervous system functioning during the face-to-face still-face paradigm in the first year of life.

Contemporary theories of early development and emerging child psychopathology all posit a major, if not central role for physiological responsiveness. To understand infants' potential risk for emergent psychopathology, consideration is needed to both autonomic reactivity and environmental contexts (e.g., parent-child interactions). The current study maps infants' arousal during the face-to-face still-face paradigm using skin conductance (n = 255 ethnically-diverse mother-infant dyads; 52.5% girls, mean infant age = 7.4 months; SD = 0.9 months). A novel statistical approach was designed to model the potential build-up of nonlinear counter electromotive force over the course of the task. Results showed a significant increase in infants' skin conductance between the Baseline Free-play and the Still-Face phase, and a significant decrease in skin conductance during the Reunion Play when compared to the Still-Face phase. Skin conductance during the Reunion Play phase remained significantly higher than during the Baseline Play phase; indicating that infants had not fully recovered from the mild social stressor. These results further our understanding of infant arousal during dyadic interactions, and the role of caregivers in the development of emotion regulation during infancy.

Factors Impacting Parental Quality of Life in Preschool Children on the Autism Spectrum.

This study examined connections between parental quality of life (QoL) and features of children (autism severity, cognitive ability, behavioral profile, and sociodemographic factors). Parents of 97 children attending an autism-specific preschool completed the Quality of Life in Autism, Vineland Adaptive Behavior Scales and Child Behavior Checklist. The Autism Diagnostic Observation Schedule and Mullen Scales of Early Learning were also administered. Reduced restrictive/repetitive behavior and higher socialization and play/leisure scores were associated with better parental QoL. Better behavioral regulation and attention also predicted better QoL, as did stronger communication and reduced internalising behaviours. Findings indicate that a child's level of autism specific traits, adaptive functioning and behavioral profile has greater impact on parental QoL than cognitive level.

Learning to like triangles: A longitudinal investigation of evaluative conditioning in infancy.

There is tentative evidence that infants can learn preferences through evaluative conditioning to socioemotional stimuli. However, the early development of evaluative conditioning and the factors that may explain infants' capacity to learn through evaluative conditioning are not well understood. Infants (N = 319; 50.2% boys) participated in a longitudinal study where an evaluative conditioning paradigm using socioemotional stimuli was conducted on two occasions (when infants were 7 and 14 months old, on average). We tested whether repeatedly pairing neutral stimuli (triangular and square shapes) with affective stimuli (angry and happy faces) affects infants' preferences for these shapes. At both timepoints, the majority of infants did not choose the shape that was paired with happy faces, indicating that, in general, learning through evaluative conditioning was not present. However, as expected, individual differences were evident such that infants who spent more time fixating on faces compared to shapes (face-preferrers) during the conditioning trials were significantly more likely than non-face-preferrers to choose the shape paired with happy faces, and this effect strengthened with increasing age.

Exploring polygenic contributors to subgroups of comorbid conditions in autism spectrum disorder.

Individuals with autism spectrum disorder (ASD) have heterogeneous comorbid conditions. This study examined whether comorbid conditions in ASD are associated with polygenic risk scores (PRS) of ASD or PRS of comorbid conditions in non-ASD specific populations. Genome-wide single nucleotide polymorphism (SNP) data were obtained from 1386 patients with ASD from the Autism Genetic Resource Exchange (AGRE) study. After excluding individuals with missing clinical information concerning comorbid conditions, a total of 707 patients were included in the study. A total of 18 subgroups of comorbid conditions ('topics') were identified using a machine learning algorithm, topic modeling. PRS for ASD were computed using a genome-wide association meta-analysis of 18,381 cases and 27,969 controls. From these 18 topics, Topic 6 (over-represented by allergies) (p = 1.72 × 10-3) and Topic 17 (over-represented by sensory processing issues such as low pain tolerance) (p = 0.037) were associated with PRS of ASD. The associations between these two topics and the multi-locus contributors to their corresponding comorbid conditions based on non-ASD specific populations were further explored. The results suggest that these two topics were not associated with the PRS of allergies and chronic pain disorder, respectively. Note that characteristics of the present AGRE sample and those samples used in the original GWAS for ASD, allergies, and chronic pain disorder, may differ due to significant clinical heterogeneity that exists in the ASD population. Additionally, the AGRE sample may be underpowered and therefore insensitive to weak PRS associations due to a relatively small sample size. Findings imply that susceptibility genes of ASD may contribute more to the occurrence of allergies and sensory processing issues in individuals with ASD, compared with the susceptibility genes for their corresponding phenotypes in non-ASD individuals. Since these comorbid conditions (i.e., allergies and pain sensory issues) may not be attributable to the corresponding comorbidity-specific biological factors in non-ASD individuals, clinical management for these comorbid conditions may still depend on treatments for core symptoms of ASD.

The impact of maternal depressive symptoms and traumatic events on early childhood mental health in conflict-affected Timor-Leste.

BACKGROUND: Longitudinal studies are needed to examine the association between maternal depression, trauma and childhood mental health in conflict-affected settings. AIMS: To examine maternal depressive symptoms, trauma-related adversities and child mental health by using a longitudinal path model in conflict-affected Timor-Leste. METHOD: Women were recruited in pregnancy. At wave 1, 1672 of 1740 eligible women were interviewed (96% response rate). The final sample comprised 1118 women with complete data at all three time points. Women were followed up when the index child was aged 18 months (wave 2) and 36 months (wave 3). Measures included the Edinburgh Postnatal Depression Scale, lifetime traumatic events and the Child Behaviour Checklist. A longitudinal path analysis examined associations cross-sectionally and in a cross-lagged manner across time. RESULTS: Maternal depressive symptom score was associated with child mental health (cross-sectional association at wave 2, ß = 0.35, P < 0.001; cross-sectional association at wave 3, ß = 0.33, P < 0.001). The maternal depressive symptom score at wave 1 was associated with child mental health at wave 2 (ß = 0.12, P < 0.001), and the maternal depressive symptom score at wave 2 showed an indirect association with child mental health at wave 3 (indirect standardised coefficient 0.23, P < 0.001). There was a time-lagged relationship between child mental health at wave 2 and maternal depression at wave 3 (ß = 0.08, P = 0.02). CONCLUSIONS: Maternal depressive symptoms are longitudinally associated with child mental health, and traumatic events play a role. Maternal depression symptoms are also affected by child mental health. Findings suggest the need for skilled assessment for depression, trauma-informed maternity care and parenting support in a post-conflict country such as Timor-Leste.

Community Mental Health Center Visits and Community Mobility of People with Serious Mental Illnesses: A Facilitator or Constraint?

Mental health services and interventions have increasingly focused on the importance of community participation and mobility for people with serious mental illnesses (SMI). This study examined the role that visits to community mental health centers (CMHCs) may play in increasing community mobility of people with SMI. Eighty-nine adults with SMI receiving services at three CMHCS were tracked with GPS-enabled phones over a 13-day period. Findings revealed that participants visited more destinations on days they went to a CMHC compared to days they did not. They also spent more time out of the home and traveled greater distances. Results suggest that the benefits of visiting a mental health center appear to go beyond treatment outcomes, but also point to the possibility that obligations, whether to a clinic appointment or possibly vocational, educational, leisure, faith, or social commitments, may be an important stepping stone to more mobility and intentional, sustained community participation.

Behavioral Health Provider Attitudes and Beliefs about Sexuality and Intimacy: Findings from a Mixed Method Design.

Recovery-oriented services overlook a crucial health domain for persons with severe mental illnesses (SMI): sexuality and intimacy. Though this aspect of social recovery correlates with improved life quality and treatment outcomes, behavioral health (BH) providers avoid such topics. The study's purpose was to obtain an updated snapshot of their attitudes and beliefs about sexuality and intimacy communication. Utilizing a community advisory board, we adapted the Sexual Attitudes and Beliefs Survey (SABS) and distributed it via survey link to a national listserv. We used independent samples t-tests to examine differences on SABS mean scores by gender, age group, educational attainment, and previous training on sexuality and intimacy. We asked open-ended questions and coded responses using content analysis. Participants with more education and previous exposure to training on sexuality and intimacy were more likely to hold open views on communication. Findings offer directions for addressing this neglected aspect of recovery.

"Getting out of the house: The relationship of venturing into the community and neurocognition among adults with serious mental illness": Correction.

Reports an error in "Getting out of the house: The relationship of venturing into the community and neurocognition among adults with serious mental illness" by Bryan P. McCormick, Eugene Brusilovskiy, Gretchen Snethen, Louis Klein, Greg Townley and Mark S. Salzer (Psychiatric Rehabilitation Journal, Advanced Online Publication, Apr 01, 2021, np). In the original article, the following acknowledgments were missing from the author note: : "The contents of this article were developed under a grant from the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR; Grant 901F0065-02-00; Mark S. Salzer, principal investigator). However, the contents do not necessarily represent the policy of the U.S. Department of Health and Human Services, and endorsement by the federal government should not be assumed. The authors are grateful to Kevin Frech, Stephany Wilson, Alison Weigl, Jared Pryor, David Glogoza and Katie Pizziketti for their assistance with data collection and analysis and to Alex Fechner for providing his implementation of the ST-DBSCAN algorithm in RapidMiner." All versions of the original article have been corrected. (The following abstract of the original article appeared in record 2021-32212-001). Objective: The purpose of this study was to determine if environmental novelty was associated with neurocognitive function among adults with serious mental illness. Method: Participants were recruited from community mental health centers (n = 117), and received a Global Positioning System (GPS) enabled cellular phone for 13 days. Data were also collected on cognitive function and recent participation in community-based activities. Independent samples t-tests were conducted to identify differences in neurocognitive function between participants who predominantly stayed in their homes ("homebodies") versus those who ventured more often from their homes ("venturers"). Analyses were also undertaken to identify if the nature of community participation activities mediated the relationship of neurocognitive function to group membership. Results: Overall, 74% of GPS signals were from participants' home residence. Homebodies demonstrated significantly poorer cognitive function than venturers, and this relationship was not mediated by a number of unique destinations or breadth of community participation activities. Conclusions and Implications for Practice: This study identified a subset of adults with serious mental illnesses who left their homes infrequently and who demonstrate significantly poorer cognitive function than those who left their homes more frequently. Spending extensive amounts of time in an unchanging environment may be a contributing factor to poor cognitive function, and a potential area for intervention. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Getting out of the house: The relationship of venturing into the community and neurocognition among adults with serious mental illness.

[Correction Notice: An Erratum for this article was reported online in Psychiatric Rehabilitation Journal on May 20 2021 (see record 2021-48272-001). In the original article, the following acknowledgments were missing from the author note: : "The contents of this article were developed under a grant from the National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR; Grant 901F0065-02-00; Mark S. Salzer, principal investigator). However, the contents do not necessarily represent the policy of the U.S. Department of Health and Human Services, and endorsement by the federal government should not be assumed. The authors are grateful to Kevin Frech, Stephany Wilson, Alison Weigl, Jared Pryor, David Glogoza and Katie Pizziketti for their assistance with data collection and analysis and to Alex Fechner for providing his implementation of the ST-DBSCAN algorithm in RapidMiner." All versions of the original article have been corrected.] Objective: The purpose of this study was to determine if environmental novelty was associated with neurocognitive function among adults with serious mental illness. Method: Participants were recruited from community mental health centers (n = 117), and received a Global Positioning System (GPS) enabled cellular phone for 13 days. Data were also collected on cognitive function and recent participation in community-based activities. Independent samples t-tests were conducted to identify differences in neurocognitive function between participants who predominantly stayed in their homes ("homebodies") versus those who ventured more often from their homes ("venturers"). Analyses were also undertaken to identify if the nature of community participation activities mediated the relationship of neurocognitive function to group membership. Results: Overall, 74% of GPS signals were from participants' home residence. Homebodies demonstrated significantly poorer cognitive function than venturers, and this relationship was not mediated by a number of unique destinations or breadth of community participation activities. Conclusions and Implications for Practice: This study identified a subset of adults with serious mental illnesses who left their homes infrequently and who demonstrate significantly poorer cognitive function than those who left their homes more frequently. Spending extensive amounts of time in an unchanging environment may be a contributing factor to poor cognitive function, and a potential area for intervention. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

Attitudes towards gender roles and prevalence of intimate partner violence perpetrated against pregnant and postnatal women: Differences between women immigrants from conflict-affected countries and women born in Australia.

BACKGROUND: The aim was to compare, for the first time in a large systematic study, women born in conflict-affected countries who immigrated to Australia with women born in Australia for attitudes towards gender roles and men's use of IPV and the actual prevalence of IPV. The study also examined if any associations remained across the two timepoints of pregnancy and postpartum. METHODS: Women were interviewed during their first visit to one of three Australian public hospital antenatal clinics and re-interviewed at home six months after giving birth. A total of 1111 women completed both interviews, 583 were born in conflict-affected countries and 528 born in Australia. Associations between attitudes towards gender roles and men's use of IPV, socio-demographic characteristics and reported actual experiences of IPV were examined using bivariate and multiple logistic regression analyses. RESULTS: Attitudes toward inequitable gender roles including those that condone men's use of IPV, and prevalence of IPV, were significantly higher (p<0.001) among women born in conflict-affected countries compared to Australia-born women. Women born in conflict-affected countries with the strongest held attitudes towards gender roles and men's use of IPV had an adjusted odds ratio (aOR) of 3.18 for IPV at baseline (95% CI 1.85-5.47) and an aOR of 1.83 for IPV at follow-up (95% CI 1.11-3.01). Women born in Australia with the strongest held attitudes towards gender roles and IPV had an aOR of 7.12 for IPV at baseline (95% CI 2.12-23.92) and an aOR of 10.59 for IPV at follow-up (95% CI 2.21-50.75). CONCLUSIONS: Our results underscore the need for IPV prevention strategies sensitively targeted to communities from conflict-affected countries, and for awareness among clinicians of gender role attitudes that may condone men's use of IPV, and the associated risk of IPV. The study supports the need for culturally informed national strategies to promote gender equality and to challenge practices and attitudes that condone men's violence in spousal relationships.

Examining the relationship between community mobility and participation using GPS and self-report data.

Higher levels of community mobility have been shown to be associated with better physical health, mental health, and quality of life. The ability to move about one's community is also expected to facilitate community participation, which is an aspect of health functioning. This study uses Global Positioning Systems (GPS) technology to track various dimensions of community mobility, such as destinations, time outside the home, and distance traveled, and examine the relationship between these variables and community participation in a sample of individuals with serious mental illnesses (SMI). This population was selected because they are known to have diminished health functioning in terms of their community participation, and the goal is to explore the extent to which mobility limitations may account for this. A total of 103 individuals with serious mental illnesses were recruited from mental health agencies and consented to having their mobility tracked using GPS for 13 days and answering questions about their community-based activities. Greater amount of participation was associated with having more destinations and spending more time out of the house, but not with traveling larger distances and having a greater activity space. None of the mobility variables were related to the number of important participation areas or sufficiency of participation. The findings support the hypothesis that greater mobility is related to more participation, although satisfaction with the degree to which one participates does not appear to be impacted, suggesting that other factors need to be accounted for. Health policymakers and providers should pay attention to community mobility as a factor that affects health outcomes such as participation, in individuals with serious mental illnesses, and other populations. In particular, attending to access to personal transport, public transportation, and other mobility options appears to be important, as well as interventions aimed at encouraging greater community mobility.

Longitudinal path analysis of depressive symptoms and functioning among women of child-rearing age in postconflict Timor-Leste.

This longitudinal study indicates that exposure to the traumas of mass conflict and subsequent depressive symptoms play an important role in pathways leading to functional impairment in the postconflict period among women of child-rearing age. Our study, conducted in Timor-Leste, involved an analytic sample of 1292 women recruited at antenatal clinics in the capital and its surrounding districts. Women were re-interviewed at home 2 years later (77.3% retention). We applied the Edinburgh Postnatal Depression Scale, the Harvard Trauma Questionnaire for conflict-related traumatic events, the WHO Violence Against Women Instrument covering the past year for intimate partner violence and the WHO Disability Assessment Schedule (WHODAS V.2.0) to assess functional impairment. A longitudinal path analysis tested direct and indirect relationships involving past conflict-related trauma exposure, depressive symptoms measured over the two time points and functional impairment at follow-up. The prevalence of predefined clinically significant depressive symptoms diminished from 19.3% to 12.8%. Nevertheless, there was a tendency for depressive symptoms to persist over time (ß=0.20; p<0.001). Follow-up depressive symptoms were associated with functional impairment (ß=0.35; p<0.001). Reported conflict-related trauma occurring a minimum of 6 years earlier (ß=0.23; p<0.001) and past-year physical intimate partner violence (ß=0.26; p<0.001) were each associated with depressive symptoms at baseline and at follow-up. A measure of poverty specific to the context and reported health problems in the mother and infant also contributed to depressive symptoms. The findings highlight the association between ongoing trauma-related depressive symptoms and the capacity of women in the childbearing age to function in multiple areas of their lives in a postconflict country. Recognition of these relationships is important in the formulation and implementation of contemporary international recovery and development policies applied to postconflict countries.

Postnatal Depression Risk Factors: An Overview of Reviews to Inform COVID-19 Research, Clinical, and Policy Priorities.

The disruption of normal life due to the COVID-19 pandemic is expected to exacerbate extant risk factors for mental health problems. This may be particularly true for women who give birth during the crisis, especially those at risk for postnatal depression. Maternal postnatal depression has been identified as a public health issue with profound impacts on maternal and child well-being. Evidence from previous crises (e.g., earthquakes, terrorist attacks) has shown that crises significantly impact maternal mental health and some perinatal health outcomes. The aims of this paper were therefore to conduct a review to identify the established risk factors for maternal postnatal depression, and generate evidence-based hypotheses about whether the COVID-19 crisis would likely increase or decrease postnatal depression rates based on the identified risk factors. Several databases were searched during May-June 2020 for review papers (i.e., systematic reviews, meta-analyses, qualitative syntheses) using the following keywords: Depression, perinatal, postnatal, postpartum, systematic, review, predictors. Risk factors were extracted in conjunction with indicators for their strength of evidence (i.e., effect sizes, qualitative coding). Risk factors were critically evaluated in relation to their susceptibility to the impacts of the COVID-19 crisis. It was hypothesized that several health policies that were necessary to reduce the spread of COVID-19 (e.g., required restrictions) may be simultaneously impacting a range of these known risk factors and placing a larger number of women at heightened risk for postnatal depression. For instance, factors at a strong risk of being exacerbated include: Perceived low social support; exposure to traumatic events during or prior to pregnancy; significant life events occurring during pregnancy; and high stress associated with care of children. Future research and policy implications are discussed, including how policy makers could attempt to ameliorate the identified risk factors for postnatal depression following the current COVID-19 pandemic.

Prevalence and Risk Factors of Major Depressive Disorder Among Women at Public Antenatal Clinics From Refugee, Conflict-Affected, and Australian-Born Backgrounds.

Importance: Pregnancy may increase the risk of depression among women who self-identify as refugees and have resettled in high-income countries. To our knowledge, no large systematic studies among women with refugee backgrounds in the antenatal period have been conducted. Objectives: To compare the prevalence of major depressive disorder (MDD), trauma exposure, and other psychosocial risk factors among women who identify as refugees, women from the same conflict-affected countries, and women from the host nation and to test whether self-identification as a refugee indicates greater likelihood of prevalence and risk. Design, Setting, and Participants: This cross-sectional study was undertaken in 3 public antenatal clinics in Sydney and Melbourne, Australia, between January 2015 and December 2016. Overall, 1335 women (685 consecutively enrolled from conflict-affected backgrounds and 650 randomly selected from the host nation) participated. Data analysis was undertaken between June and September 2018. Exposures: One-hour interviews covering mental health, intimate partner violence, and other social measures. Main Outcome and Measures: World Health Organization measure for intimate partner violence and the Mini-International Neuropsychiatric Interview from the Diagnostic and Statistical Manual of Mental Disorders (Fourth Edition) for MDD. To make a diagnosis, 1 of 2 items relating to being consistently depressed for 2 weeks and 3 further symptoms that cause personal distress or psychosocial dysfunction were endorsed. Results: Overall, 1335 women (84.8% overall response rate), comprising 685 (51.3%) from conflict-affected countries (women self-identifying as refugees: 289 [42.2%]) and 650 (48.7%) from the host nation, participated. The mean (SD) age was 29.7 (5.4) years among women from conflict-affected backgrounds and 29.0 (5.5) years among women born in the host nation. Conflict-affected countries included Iraq (260 [38.0%]), Lebanon (125 [18.2%]), Sri Lanka (71 [10.4%]), and Sudan (66 [9.6%]). Women who identified as refugees reported higher exposure to 2 to 3 (67 [23.2%]) and 4 or more (19 [6.6%]) general traumatic events compared with women from the host nation (103 [15.8%] and 21 [3.2%], respectively). Women who identified as refugees also reported higher exposure to 1 (147 [50.9%]) and 2 or more (97 [33.6%]) refugee-related traumatic events compared with women from the host nation (86 [13.2%] and 20 [3.1%], respectively). Women who identified as refugees reported higher rates of psychological intimate partner violence than women born in the host nation (124 [42.9%] vs 133 [20.5%]; P < .001). Women who identified as refugees were less likely to identify 5 or more supportive family or friends compared with women born in the host nation (36 [12.5%] vs 297 [45.7%]; P < .001). A greater proportion of women who identified as refugees reported experiencing 3 or more financial stressors compared with women born in the host nation (65 [22.5%] vs 41 [6.3%]; P < .001). Women who identified as refugees had the highest prevalence of MDD (94 [32.5%]), followed by women from other conflict-affected backgrounds (78 [19.7%]), and women born in the host nation (94 [14.5%]). Conclusion and Relevance: Women identifying as refugees reported a higher prevalence of MDD and all the indicators of adversity related to that disorder. Even after risk factors were accounted for, refugee status was associated with risk of MDD. Assessing whether women attending an antenatal clinic self-identify as refugees may offer an important indicator of risk of MDD and a range of associated psychosocial adversities.

Using global positioning systems to study health-related mobility and participation.

Community participation, as indicated by mobility and engagement in socially meaningful activities, is a central component of health based on the International Classification of Health, Functioning, and Disease (WHO, 2001). Global positioning systems (GPS) technology is emerging as a tool for tracking mobility and participation in health and disability-related research. This paper fills a gap in the literature and provides a thorough description of a method that can be used to generate a number of different variables related to the constructs of mobility and participation from GPS data. Here, these variables are generated with the help of ST-DBSCAN, a spatiotemporal data mining algorithm. The variables include the number of unique destinations, activity space area, distance traveled, time in transit, and time at destinations. Data obtained from five individuals with psychiatric disabilities who carried GPS-enabled cell phones for two weeks are presented. Within- and across- individual variability on these constructs was observed. Given the feasibility of gathering data with GPS, larger scale studies of mobility and participation employing this method are warranted.