92 results on '"Tay, AK"'
Search Results
2. An Integrative Adapt Therapy for common mental health symptoms and adaptive stress amongst Rohingya, Chin, and Kachin refugees living in Malaysia: A randomized controlled trial
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Spiegel, Paul B, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mung, HK, Miah, MAA, Balasundaram, S, Ventevogel, P, Badrudduza, M, Khan, S, Morgan, K, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Silove, D ; https://orcid.org/0000-0002-5609-9375, Spiegel, Paul B, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mung, HK, Miah, MAA, Balasundaram, S, Ventevogel, P, Badrudduza, M, Khan, S, Morgan, K, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Background This randomised controlled trial (RCT) aims to compare 6-week posttreatment outcomes of an Integrative Adapt Therapy (IAT) to a Cognitive Behavioural Therapy (CBT) on common mental health symptoms and adaptive capacity amongst refugees from Myanmar. IAT is grounded on psychotherapeutic elements specific to the refugee experience. Methods and findings We conducted a single-blind RCT (October 2017 –May 2019) with Chin (39.3%), Kachin (15.7%), and Rohingya (45%) refugees living in Kuala Lumpur, Malaysia. The trial included 170 participants receiving six 45-minute weekly sessions of IAT (97.6% retention, 4 lost to follow-up) and 161 receiving a multicomponent CBT also involving six 45-minute weekly sessions (96.8% retention, 5 lost to follow-up). Participants (mean age: 30.8 years, SD = 9.6) had experienced and/or witnessed an average 10.1 types (SD = 5.9, range = 1–27) of traumatic events. We applied a single-blind design in which independent assessors of pre- and posttreatment indices were masked in relation to participants’ treatment allocation status. Primary outcomes were symptom scores of Post Traumatic Stress Disorder (PTSD), Complex PTSD (CPTSD), Major Depressive Disorder (MDD), the 5 scales of the Adaptive Stress Index (ASI), and a measure of resilience (the Connor–Davidson Resilience Scale [CDRS]). Compared to CBT, an intention-to-treat analysis (n = 331) at 6-week posttreatment follow-up demonstrated greater reductions in the IAT arm for all common mental disorder (CMD) symptoms and ASI domains except for ASI-3 (injustice), as well as increases in the resilience scores. Adjusted average treatment effects assessing the differences in posttreatment scores between IAT and CBT (with baseline scores as covariates) were −0.08 (95% CI: −0.14 to −0.02, p = 0.012) for PTSD, −0.07 (95% CI: −0.14 to −0.01) for CPTSD, −0.07 for MDD (95% CI: −0.13 to −0.01, p = 0.025), 0.16 for CDRS (95% CI: 0.06–0.026, p ≤ 0.001), −0.12 (95% CI: −0.20 to −0.03, p ≤ 0.001) for
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- 2020
3. Prevalence and risk factors of major depressive disorder among women at public antenatal clinics from refugee, conflict-affected, and Australian-Born Backgrounds
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Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Fisher, JR, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Nadar, N, Moussa, B, Hassoun, F, Yousif, M, Krishna, Y, Khalil, B, Mugo, J, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Klein, L, Silove, D ; https://orcid.org/0000-0002-5609-9375, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Fisher, JR, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Nadar, N, Moussa, B, Hassoun, F, Yousif, M, Krishna, Y, Khalil, B, Mugo, J, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Klein, L, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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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, 1335women (84.8%overall response rate), comprising 685 (51.3%) from conflictaffected 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 conflictaffected 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 S
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- 2019
4. Defining a combined constellation of complicated bereavement and PTSD and the psychosocial correlates associated with the pattern amongst refugees from West Papua
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Background Refugees are at risk of experiencing a combined constellation of complicated bereavement and posttraumatic stress disorder (PTSD) symptoms following exposure to complex traumas associated with personal threat and loss. Features of identity confusion are central to both complicated bereavement and PTSD and these characteristics may be particularly prominent amongst refugees from traditional cultures displaced from their homelands, families, and kinship groups. We investigate whether a combined pattern of complicated bereavement and PTSD can be identified amongst West Papuan refugees participating in an epidemiological survey (n = 486, response rate: 85.8%) in a remote town in Papua New Guinea.Methods Latent class analysis was applied to derive subpopulations of refugees based on symptoms of complicated bereavement and PTSD. Associations were examined between classes and traumatic loss events, post-migration living difficulties (PMLDs), and psychosocial support systems.Results The four classes identified comprised a complicated bereavement class (11%), a combined posttraumatic bereavement class (10%), a PTSD class (11%), and a low symptom class (67%). Symptoms of identity confusion were prominent in the posttraumatic bereavement class. Compared with the low symptom class, the combined posttraumatic bereavement class reported greater exposure to traumatic loss events (OR 2.43, 95% CI 1.11-5.34), PMLDs (OR 2.24, 95% CI 1.01-4.6), disruptions to interpersonal bonds and networks (OR 3.3, 95% CI 1.47-7.38), and erosion of roles and identities (OR 2.18, 95% CI 1.11-4.27).Conclusions Refugees appear to manifest a combined pattern of complicated bereavement and PTSD symptoms in which identity confusion is a prominent feature. This response appears to reflect the combined impact of high levels of exposure to traumatic losses, PMLDs, and disruption of relevant psychosocial systems.
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- 2019
5. The structure and psychosocial correlates of complicated bereavement amongst refugees from West Papua
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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- 2019
6. Functional impairment as a proxy measure indicating high rates of trauma exposure, post-migration living difficulties, common mental disorders, and poor health amongst Rohingya refugees in Malaysia
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Miah, MAA, Khan, S, Badrudduza, M, Morgan, K, Fadil Azim, D, Balasundaram, S, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Miah, MAA, Khan, S, Badrudduza, M, Morgan, K, Fadil Azim, D, Balasundaram, S, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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A major challenge in the refugee field is to ensure that scarce mental health resources are directed to those in greatest need. Based on data from an epidemiological survey of 959 adult Rohingya refugees in Malaysia (response rate: 83%), we examine whether a brief screening instrument of functional impairment, the WHO Disability Assessment Schedule (WHODAS), prove useful as a proxy measure to identify refugees who typically attend community mental health services. Based on estimates of mental disorder requiring interventions from analyses of epidemiological studies conducted worldwide, we selected a WHODAS cutoff that identified the top one-fifth of refugees according to severity of functional impairment, the remainder being distributed to moderate and lower impairment groupings, respectively. Compared to the lower impairment grouping, the severe impairment category comprised more boat arrivals (AOR: 5.96 [95% CI 1.34–26.43); stateless persons (A20·11 [95% CI 7.14–10); those with high exposure to pre-migration traumas (AOR: 4.76 [95% CI 1.64–13.73), peri-migration stressors (AOR: 1.26 [95% CI 1.14–1.39]) and postmigration living difficulties (AOR: 1.43 [95% CI 1.32–1.55); persons with single (AOR: 7.48 [95% CI 4.25–13.17]) and comorbid (AOR: 13.54 [95% CI 6.22–29.45]) common mental disorders; and those reporting poorer general health (AOR: 2.23 [95% CI 1–5.02]). In addition, half of the severe impairment grouping (50.6%) expressed suicidal ideas compared to one in six (16.2 percent) of the lower impairment grouping (OR: 2.39 [95% CI 1.94–2.93]). Differences between the severe and moderate impairment groups were similar but less extreme. In settings where large-scale epidemiological studies are not feasible, the WHODAS may serve as readily administered and brief public health screening tool that assists in stratifying the population according to urgency of mental health needs.
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- 2019
7. Developing a measure of adaptive stress arising from the psychosocial disruptions experienced by refugees based on a sample of displaced persons from West Papua
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Objectives: We report the testing and refinement of the Adaptive Stress Index (ASI), a psychosocial assessment tool designed to measure the longer terms stressors of adapting to the psychosocial disruptions experienced by refugees. Methods: The ASI is based on a theoretical model, the Adaptation and Development After Persecution and Trauma (ADAPT), which postulates that five psychosocial domains are disrupted by conflict and displacement, namely, safety and security, attachment, access to justice, roles and identities, and existential meaning. We used confirmatory factor analysis (CFA) and item response theory (IRT) to shorten and refine the measure based on data obtained from 487 refugees participating in a household survey in Papua New Guinea (response rate: 85.8%). Results: CFA allowed the exclusion of low loading items (<0.5) and locally dependent items. A good fit was found for single models representing each of the five ASI domains. A graded response IRT model identified items with the highest discrimination and information content in each of the five derived scales. Conclusions: The analysis produced a shortened and refined ASI for use amongst refugee populations. The study offers a guide to adapting measures of stress for application to diverse populations exposed to mass conflict and refugee displacement.
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- 2019
8. Factor structures of Complex Posttraumatic Stress Disorder and PTSD in a community sample of refugees from West Papua
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Tam, N, Kareth, M, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Objectives: The intention to include a category of Complex Posttraumatic Stress Disorder (CPTSD) in ICD-11 has renewed interest in this construct. Although growing evidence from high income countries supports the construct validity of CPTSD, little parallel research has been undertaken across cultures. We tested theoretically supported CPTSD structures (a one-factor, six-factor, one-factor higher-order, and two-factor higher order structure) in a community sample of West Papuan refugees living in a remote town, Kiunga, in Papua New Guinea (PNG). Procedures: A community-wide survey was conducted (2016–2017; response rate 85.5%) amongst 486 West Papuans. Culturally adapted measures were applied to assess cumulative traumatic exposure, postmigration living difficulties (PMLDs), CPTSD symptoms, and functional impairment. Findings: A six factor structure for CPTSD provided the best fit to the data, consistent with our past study amongst West Papuans. Conclusions: The cross-cultural validity of our findings is supported by the isolation of West Papuan participants from services treating traumatic stress. To further support the universal applicability of CPTSD, our findings need to be confirmed amongst other refugee groups from diverse cultural backgrounds.
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- 2018
9. Differentiating ICD-11 complex post-traumatic stress disorder from other common mental disorders based on levels of exposure to childhood adversities, the traumas of persecution and postmigration living difficulties among refugees from West Papua
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Silove, D ; https://orcid.org/0000-0002-5609-9375, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tam, N, Kareth, M, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Silove, D ; https://orcid.org/0000-0002-5609-9375, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tam, N, Kareth, M, and Tay, AK ; https://orcid.org/0000-0002-9330-3929
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Background Following years of controversy, a category of complex post-traumatic stress disorder (CPTSD) will be included in the forthcoming ICD-11.Aims To test whether refugees with CPTSD differ from those with other common mental disorders (CMDs) in the degree of exposure to childhood adversities, adult interpersonal trauma and post-traumatic hardship.Method Survey of 487 West Papuan refugees (response rate 85.5%) in Papua New Guinea.Results Refugees with CPTSD had higher exposure to childhood adversities (CPTSD: mean 2.6, 95% CI 2.5-2.7 versus CMD: mean 1.15, 95% CI 1.10-1.20), interpersonal trauma (CPTSD: mean 9, 95% CI 8.6-9.4 versus CMD: mean 5.4, 95% CI 5.4-5.5) and postmigration living difficulties (CPTSD: mean 2.3, 95% CI 2-2.5 versus CMD mean 1.85, 95% CI 1.84-1.86), compared with those with CMDs who in turn exceeded those with no mental disorder on all these indices.Conclusions The findings support the cross-cultural validity of CPTSD as a reaction to high levels of exposure to recurrent interpersonal trauma and associated adversities.
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- 2018
10. Twelve-month trajectories of depressive and anxiety symptoms and associations with traumatic exposure and ongoing adversities: a latent trajectory analysis of a community cohort exposed to severe conflict in Sri Lanka
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Jayasuriya, R ; https://orcid.org/0000-0003-3108-2304, Jayasuriya, D, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Jayasuriya, R ; https://orcid.org/0000-0003-3108-2304, Jayasuriya, D, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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We conducted a 12-month follow-up of a population sample of adults from districts (Mannar, Killinochi, Mullaitivu and Jaffna) exposed to high levels of mass conflict in Sri Lanka, the aim of the present analysis being to identify trajectories of depression and anxiety symptoms and their associations with exposure to psychological trauma and ongoing living adversities. The cohort of 1275 adults (response 86%) followed-up in 2015 was a structured subsample drawn from the baseline nationally representative survey conducted in 2014 across 25 districts in Sri Lanka. Interviews were conducted using electronic tablets by field workers applying contextually adapted indices of trauma exposure, ongoing adversities and symptoms of depression and anxiety. Latent transition analysis revealed a three-class longitudinal model from which four composite trajectories were derived, comprising a persistent symptom trajectory (n = 555, 43.5%), an incident or new onset trajectory (n = 170, 13.3%), a recovery trajectory (n = 299, 23.5%) and a persistently low-symptom trajectory (n = 251, 19.7%). Factors associated with both the persistent symptom and incident trajectories were female gender, past trauma exposure and lack of access to health services. Loss of a job was uniquely associated with the persisting trajectory at follow-up. The recovery trajectory comprised a higher proportion of men, older persons and those without risk factors. Our findings assist in translating epidemiologic data into public policy and practice by indicating the importance of stable employment and the provision of healthcare as key factors that may act to reduce anxiety and depressive symptoms in the post-conflict phase. The findings also confirm that women are at high risk of mental distress. Brief screening for trauma exposure in populations with high levels of exposure to mass conflict may assist in defining those at risk of ongoing symptoms of anxiety and depression.
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- 2017
11. The Relationship of Complex Post-traumatic Stress Disorder and Post-traumatic Stress Disorder in a Culturally Distinct, Conflict-Affected Population: A Study among West Papuan Refugees Displaced to Papua New Guinea
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Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Kareth, M, Rees, S ; https://orcid.org/0000-0003-2845-6547, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Kareth, M, and Rees, S ; https://orcid.org/0000-0003-2845-6547
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Background: Controversy continues about the validity of the construct of complex post-traumatic stress disorder (C-PTSD). In particular, questions remain whether C-PTSD can be differentiated from post-traumatic stress disorder (PTSD) and, secondarily, other common mental disorders. The examination of these issues needs to be expanded to populations of diverse cultural backgrounds exposed to prolonged persecution. We undertake such an inquiry among a community sample of West Papuan refugees exposed to extensive persecution and trauma. Methods: We interviewed over 300 West Papuan refugees using the Refugee-Mental Health Assessment Package to record symptoms of PTSD, C-PTSD, major depressive disorder (MDD), and complex grief (CG). We used first- and second-order confirmatory factor analysis (CFA) to test aspects of the convergent and discriminant validity of C-PTSD. Results: The CFA analysis supported both a one-factor and two-factor model of PTSD and C-PTSD. Nested model comparison tests provide support for the parsimonious one-factor model solution. A second-order CFA model of PTSD and C-PTSD produced a poor fit. The modified three-factor multi-disorder solution combining a traumatic stress (TS) factor (amalgamating PTSD and C-PTSD), MDD, and CG yielded a good fit only after removing three CG domains (estrangement, yearning, and behavioral change), a model that produced large standardized residuals (>0.20). Conclusion: The most parsimonious model yielded a single TS factor combining symptom domains of C-PTSD and PTSD in this culturally distinct community exposed to extensive persecution and conflict-related trauma. There may be grounds for expanding the scope of psychological treatments for refugees to encompass this wider TS response. Our findings are consistent with theoretical frameworks focusing on the wider TS reaction of refugees exposed to human rights-related traumas of mass conflict, persecution, and displacement.
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- 2017
12. The factor structures and correlates of PTSD in post-conflict Timor-Leste: An analysis of the Harvard Trauma Questionnaire
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Tam, N, Soares, Z, Baker, J ; https://orcid.org/0000-0002-5578-1727, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Rees, S ; https://orcid.org/0000-0003-2845-6547, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Tam, N, Soares, Z, Baker, J ; https://orcid.org/0000-0002-5578-1727, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Background: Post-traumatic stress disorder (PTSD) is the most widely assessed form of mental distress in cross-cultural studies conducted amongst populations exposed to mass conflict and displacement. Nevertheless, there have been longstanding concerns about the universality of PTSD as a diagnostic category when applied across cultures. One approach to examining this question is to assess whether the same factor structure can be identified in culturally diverse populations as has been described in populations of western societies. We examine this issue based on an analysis of the Harvard Trauma Questionnaire (HTQ) completed by a large community sample in conflict-affected Timor-Leste. Method: Culturally adapted measures were applied to assess exposure to conflict-related traumatic events (TEs), ongoing adversities, symptoms of PTSD and psychological distress, and functional impairment amongst a large population sample (n = 2964, response rate: 82.4%) in post-conflict Timor-Leste. Results: Confirmatory factor analyses of the ICD-10, ICD-11, DSM-IV, four-factor Emotional Numbing and five-factor Dysphoric-Arousal PTSD structures, found considerable support for all these models. Based on these classifications, concurrent validity was indicated by logistic regression analyses which showed that being a woman, trauma exposure, ongoing adversity, severe distress, and functional impairment were all associated with PTSD. Conclusions: Although symptom prevalence estimates varied widely based on different classifications, our study found a general agreement in PTSD assignments across contemporary diagnostic systems in a large conflict-affected population in Timor-Leste. Further studies are needed, however, to establish the construct and concurrent validity of PTSD in other cultures.
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- 2017
13. The Role of Trauma-Related Injustice in Pathways to Posttraumatic Stress Symptoms Among Conjugal Couples: A Multilevel, Dyadic Analysis in Postconflict Timor-Leste
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Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tam, N, Savio, E, Costa, ZMD, Silove, D ; https://orcid.org/0000-0002-5609-9375, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tam, N, Savio, E, Costa, ZMD, and Silove, D ; https://orcid.org/0000-0002-5609-9375
- Abstract
It is widely acknowledged that the survivor’s psychological response to the traumas of mass conflict can affect adversely other family members. Yet, the focus of past epidemiological studies in the field has been confined to the individual survivor’s posttraumatic stress symptom (PTSS) response. We report the first study of its kind in a postconflict country, in which we examine the effects of trauma exposure in one member of conjugal couples on the PTSS of the other. The study involved 677 conjugal couples drawn from a community survey (n = 1,354) in postconflict Timor-Leste. We used culturally adapted and psychometrically tested measures of traumatic events (TEs), preoccupations with injustice, explosive anger, family conflict, and PTSS. A multilevel actor–partner interdependence model (ML-APIM) demonstrated individual pathways involving exposure to murder and atrocities, preoccupations with injustice, explosive anger, and family conflict, leading to PTSS in both men and women when examined separately, with minor variations in paths by gender. Preoccupations with injustice in male survivors contributed to PTSS in the female partner, but not vice versa. Women may have a gender-specific propensity to identify with the male partner’s preoccupations with injustice following exposure to murder and atrocities. Our findings offer novel clues to the possible factors contributing to the higher rates of PTSS among women.
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- 2017
14. Six-year longitudinal study of pathways leading to explosive anger involving the traumas of recurrent conflict and the cumulative sense of injustice in Timor-Leste
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Silove, D ; https://orcid.org/0000-0002-5609-9375, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Tam, N, Savio, E, Da Costa, ZM, Rees, S ; https://orcid.org/0000-0003-2845-6547, Silove, D ; https://orcid.org/0000-0002-5609-9375, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Steel, Z ; https://orcid.org/0000-0002-5048-2920, Tam, N, Savio, E, Da Costa, ZM, and Rees, S ; https://orcid.org/0000-0003-2845-6547
- Abstract
Purpose: Cumulative evidence suggests that explosive anger may be a common reaction among survivors of mass conflict. However, little is known about the course of explosive anger in the years following mass conflict, or the psychosocial factors that influence the trajectory of that reaction pattern. We examined these issues in a 6-year longitudinal study (2004–2010) conducted among adult residents of a rural and an urban village in Timor-Leste (n = 1022). Methods: We derived a brief, context-specific index of explosive anger using qualitative methods. Widely used measures of post-traumatic stress disorder (PTSD) and severe psychological distress were calibrated to the Timor context. We developed an index of the cumulative sense of injustice related to consecutive historical periods associated with conflict in Timor-Leste. We applied partial structural equation modeling (SEM) to examine pathways from baseline explosive anger, socio-demographic factors, recurrent trauma, mental health indices (PTSD, severe psychological distress) and the sense of injustice, to explosive anger. Results: Half of the sample with explosive anger at baseline continued to report that reaction pattern after 6 years; and a third of those who did not report explosive anger at baseline developed the response by follow-up. A symmetrical pattern of younger age, female gender and the trauma count for the preceding historical period predicted explosive anger at each assessment point. The sense of injustice was related to explosive anger at follow-up. Explosive anger was associated with impairment in functioning and conflict with the intimate partner and wider family. Conclusions: Sampling constraints caution against generalizing our findings to other populations. Nevertheless, our data suggest that explosive anger may persist for a prolonged period of time following mass conflict and that the response pattern is initiated and maintained by recurrent trauma exposure associated with a sense of injust
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- 2017
15. Associations between bride price stress and intimate partner violence amongst pregnant women in Timor-Leste
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Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Soares, E, Tam, N, da Costa, Z, Tol, W, Silove, D ; https://orcid.org/0000-0002-5609-9375, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Soares, E, Tam, N, da Costa, Z, Tol, W, and Silove, D ; https://orcid.org/0000-0002-5609-9375
- Abstract
Background: Reducing violence against women is a global public health priority, particularly in low-income and conflict-affected societies. However, more needs to be known about the causes of intimate partner violence (IPV) in these settings, including the stress of bride price obligations. Methods: The representative study of women attending ante-natal clinics in Dili, Timor-Leste was conducted between June, 2013 and September, 2014 with 1672 pregnant women, a response rate of 96%. We applied contextually developed measures for the stress of bride price and poverty, and the World Health Organisation measure for intimate partner violence. Results: Compared to those with no problems with bride price, women with moderate or serious problems with that custom reported higher rates of IPV (18.0% vs. 43.6%). Adjusting for socio-demographic factors, multivariate analysis revealed that ongoing poverty (OR=1.75, 95% CI: 1.20-2.56) was significantly associated with IPV. Importantly, the strongest association with IPV was problems with bride price (OR=2.73, 95% CI: 1.86-4.01). Conclusions: This is the first large consecutively sampled study to demonstrate a strong association between the stressors of bride price and poverty with IPV. Notably, bride price stress had the strongest association with IPV. Revealing this hitherto unrecognized factor of bride price stress may prove pivotal in guiding policy and interventions aimed at reducing IPV, and thereby improve the health and psychosocial status of women in low income and conflict-affected settings.
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- 2017
16. Twelve-month trajectories of depressive and anxiety symptoms and associations with traumatic exposure and ongoing adversities: a latent trajectory analysis of a community cohort exposed to severe conflict in Sri Lanka
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Tay, AK, Jayasuriya, R, Jayasuriya, D, Silove, D, Tay, AK, Jayasuriya, R, Jayasuriya, D, and Silove, D
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We conducted a 12-month follow-up of a population sample of adults from districts (Mannar, Killinochi, Mullaitivu and Jaffna) exposed to high levels of mass conflict in Sri Lanka, the aim of the present analysis being to identify trajectories of depression and anxiety symptoms and their associations with exposure to psychological trauma and ongoing living adversities. The cohort of 1275 adults (response 86%) followed-up in 2015 was a structured subsample drawn from the baseline nationally representative survey conducted in 2014 across 25 districts in Sri Lanka. Interviews were conducted using electronic tablets by field workers applying contextually adapted indices of trauma exposure, ongoing adversities and symptoms of depression and anxiety. Latent transition analysis revealed a three-class longitudinal model from which four composite trajectories were derived, comprising a persistent symptom trajectory (n=555, 43.5%), an incident or new onset trajectory (n=170, 13.3%), a recovery trajectory (n=299, 23.5%) and a persistently low-symptom trajectory (n=251, 19.7%). Factors associated with both the persistent symptom and incident trajectories were female gender, past trauma exposure and lack of access to health services. Loss of a job was uniquely associated with the persisting trajectory at follow-up. The recovery trajectory comprised a higher proportion of men, older persons and those without risk factors. Our findings assist in translating epidemiologic data into public policy and practice by indicating the importance of stable employment and the provision of healthcare as key factors that may act to reduce anxiety and depressive symptoms in the post-conflict phase. The findings also confirm that women are at high risk of mental distress. Brief screening for trauma exposure in populations with high levels of exposure to mass conflict may assist in defining those at risk of ongoing symptoms of anxiety and depression.
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- 2017
17. Identifying a combined construct of grief and explosive anger as a response to injustice amongst survivors of mass conflict: A latent class analysis of data from Timor-Leste
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Atwoli, Lukoye, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Savio, E, Costa, ZMD, Silove, D ; https://orcid.org/0000-0002-5609-9375, Atwoli, Lukoye, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Savio, E, Costa, ZMD, and Silove, D ; https://orcid.org/0000-0002-5609-9375
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Previous studies have identified high rates of explosive anger amongst post-conflict populations including Timor-Leste. We sought to test whether explosive anger was integrally associated with symptoms of grief amongst the Timorese, a society that has experienced extensive conflict-related losses. In 2010 and 2011 we recruited adults (n = 2964), 18-years and older, living in an urban and a rural village in Timor-Leste. We applied latent class analysis to identify subpopulations based on symptoms of explosive anger and grief. The best fitting model comprised three classes: grief (24%), grief-Anger (25%), and a low symptom group (51%). There were more women and urban dwellers in the grief and grief-Anger classes compared to the reference class. Persons in the grief and grief-Anger classes experienced higher rates of witnessing murder and atrocities and traumatic losses, ongoing poverty, and preoccupations with injustice for the two historical periods of conflict (the Indonesian occupation and the later internal conflict). Compared to the reference class, only the grief-Anger class reported greater exposure to extreme deprivations during the conflict, ongoing family conflict, and preoccupations with injustice for contemporary times; and compared to the grief class, greater exposure to traumatic losses, poverty, family conflict and preoccupations with injustice for both the internal conflict and contemporary times. A substantial number of adults in this postconflict country experienced a combined constellation of grief and explosive anger associated with extensive traumatic losses, deprivations, and preoccupations with injustice. Importantly, grief-Anger may be linked to family conflict in this post-conflict environment.
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- 2017
18. A high-risk group of pregnant women with elevated levels of conflict-related trauma, intimate partner violence, symptoms of depression and other forms of mental distress in post-conflict Timor-Leste
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Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tol, W, Mohammad, M, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Tam, N, Dos Reis, N, Da Costa, E, Soares, C, Silove, DM ; https://orcid.org/0000-0002-5609-9375, Mohsin, Mohammed ; https://orcid.org/0000-0003-2483-3798, Rees, SJ ; https://orcid.org/0000-0003-2845-6547, Tol, W, Mohammad, M, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Tam, N, Dos Reis, N, Da Costa, E, Soares, C, Silove, DM ; https://orcid.org/0000-0002-5609-9375, and Mohsin, Mohammed ; https://orcid.org/0000-0003-2483-3798
- Abstract
Women in post-conflict, low-income, post-conflict (LI-PC) countries are at risk of exposure to the traumatic events (TEs) of war and intimate partner violence (IPV), forms of stress that are known to lead to depression and other adverse mental health outcomes. We aimed to assess an index of exposure to these two forms of trauma to identify pregnant women attending antenatal clinics in conflict-affected Timor-Leste at high risk of depression and other forms of stress. A large, cross-sectional study of women in the second trimester of pregnancy was conducted in the four main government antenatal clinics in Dili district of Timor-Leste, between May 2014, and January 2015. The sample consisted of 1672 consecutive women, 3 to 6 months pregnant, with a response rate of 96%. We applied the Edinburgh Postnatal Depression Scale, the Kessler-10 psychological distress scale and the Harvard Trauma Questionnaire. IPV was assessed by the World Health Organisation measure. Composite categories of conflict-related TEs and severity of IPV showed a dose-response relationship with depressive symptoms: for exposure to four or more conflict-related TEs and severe psychological IPV, the adjusted odds ratio (AOR) was 3.95 (95% confidence interval (CI) 2.10-7.40); for four or more TEs and physical abuse, AOR 8.16 (95% CI 3.53-18.85); and for four or more TEs and severe psychological and physical abuse, AOR 9.78 (95% CI 5.31-18.02). For any mental distress, the AOR for four or more TEs and severe psychological abuse was 3.60 (95% CI 2.08-6.23); for four or more TEs and physical abuse 7.03 (95% CI 3.23-15.29); and for four or more TEs and severe psychological and physical abuse the AOR was 10.45 (95% CI 6.06-18.01). Of 184 women (11% of the sample) who reported ≥4 TEs and either physical abuse alone or in combination with severe psychological abuse, 78 (42%) reached threshold for depressive symptoms and 93 (51%) for any mental distress, a 10-fold increase in depressive and other mental healt
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- 2016
19. Associations between bride price obligations and women’s anger, symptoms of mental distress, poverty, spouse and family conflict and preoccupations with injustice in conflict-affected Timor-Leste
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Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Thorpe, R, Murray, S, Savio, E, Fonseca, M, Tol, W, Silove, D ; https://orcid.org/0000-0002-5609-9375, Rees, S ; https://orcid.org/0000-0003-2845-6547, Mohsin, M ; https://orcid.org/0000-0003-2483-3798, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Thorpe, R, Murray, S, Savio, E, Fonseca, M, Tol, W, and Silove, D ; https://orcid.org/0000-0002-5609-9375
- Abstract
Objectives: Bride price is a widespread custom in many parts of the world, including in most countries in sub-Saharan Africa and parts of Asia. We hypothesised that problems relating to the obligatory ongoing remittances made by the husband and his family to the bride’s family may be a source of mental disturbance (in the form of explosive anger and severe mental distress) among women. In addition, we postulated that problems arising with bride price would be associated with conflict with the spouse and family, poverty and women’s preoccupations with injustice. Design: A mixed-methods study comprising a total community household survey and semistructured qualitative interviews. Setting: Two villages, one urban, the other rural, in Timor-Leste. Participants: 1193 married women participated in the household survey and a structured subsample of 77 women participated in qualitative interviews. Results: Problems with bride price showed a consistent dose–effect relationship with sudden episodes of explosive anger, excessive anger and severe psychological distress. Women with the most severe problems with bride price had twice the poverty scores as those with no problems with the custom. Women with the most severe problems with bride price also reported a threefold increase in conflict with their spouse and a fivefold increase in conflict with family. They also reported heightened preoccupations with injustice. Conclusions: Our study is the first to show consistent associations between problems with bride price obligations and mental distress, poverty, conflict with spouse and family and preoccupations with injustice among women in a low-income, postconflict country.
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- 2016
20. Heart rate variability and the relationship between trauma exposure age, and psychopathology in a post-conflict setting
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Liddell, BJ, Kemp, AH, Steel, Z, Nickerson, A, Bryant, RA, Tam, N, Tay, AK, Silove, D, Liddell, BJ, Kemp, AH, Steel, Z, Nickerson, A, Bryant, RA, Tam, N, Tay, AK, and Silove, D
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BACKGROUND: Cumulative exposure to potentially traumatic events (PTEs) increases risk for mental distress in conflict-affected settings, but the psychophysiological mechanisms that mediate this dose-response relationship are unknown. We investigated diminished heart rate variability (HRV) - an index of vagus nerve function and a robust predictor of emotion regulation capacity - as a vulnerability marker that potentially mediates the association between PTE exposure, age and symptoms of posttraumatic stress disorder (PTSD), psychological distress and aggressive behavior, in a community sample from Timor-Leste - a post-conflict country with a history of mass violence. METHOD: Resting state heart rate data was recorded from 45 cases of PTSD, depression and intermittent explosive disorder (IED); and 29 non-case controls. RESULTS: Resting HRV was significantly reduced in the combined case group compared with non-cases (p = .021; Cohen's d = 0.5). A significant mediation effect was also observed, whereby a sequence of increased age, reduced HRV and elevated PTSD symptoms mediated the association between PTE exposure and distress (B = .06, SE = .05, 95% CI = [.00-.217]) and aggression (B = .02, SE = .02, 95% CI = [.0003-.069])). CONCLUSION: The findings demonstrate an association between diminished resting HRV and psychopathology. Moreover, age-related HRV reductions emerged as a potential psychophysiological mechanism that underlies enhanced vulnerability to distress and aggression following cumulative PTE exposure.
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- 2016
21. Six-year trajectories of post-traumatic stress and severe psychological distress symptoms and associations with timing of trauma exposure, ongoing adversity and sense of injustice: a latent transition analysis of a community cohort in conflict-affected Timor-Leste
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Tay, AK, primary, Rees, S, additional, Steel, Z, additional, Tam, N, additional, Soares, Z, additional, Soares, C, additional, and Silove, DM, additional
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- 2016
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22. Associations of Conflict-Related Trauma and Ongoing Stressors with the Mental Health and Functioning of West Papuan Refugees in Port Moresby, Papua New Guinea (PNG)
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Dekel, Sharon, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Chen, J ; https://orcid.org/0000-0003-4693-5234, Kareth, M, Lahe, S, Kitau, R, David, K, Sonoling, J, Silove, D ; https://orcid.org/0000-0002-5609-9375, Dekel, Sharon, Tay, AK ; https://orcid.org/0000-0002-9330-3929, Rees, S ; https://orcid.org/0000-0003-2845-6547, Chen, J ; https://orcid.org/0000-0003-4693-5234, Kareth, M, Lahe, S, Kitau, R, David, K, Sonoling, J, and Silove, D ; https://orcid.org/0000-0002-5609-9375
- Abstract
Documentation is limited in relation to the mental health of the people of West Papua, a territory that has been exposed to decades-long political persecution. We examined associations of traumatic events (TEs) and current stressors with mental disorder and functioning, amongst 230 West Papuan refugees residing in six settlements in Port Morseby, Papua New Guinea (PNG). We used culturally adapted modules to assess exposure to TEs and mental disorders. Current stressors and functioning were assessed using modifications of measures developed by the World Health Organization (WHO). 129 of 230 respondents (56%) reported exposure to at least one traumatic event (TE), including: political upheaval (36.5%), witnessing or hearing about family members tortured and murdered (33.9%), and not being able to access medical care for family members (33%). One fifth of respondents (47, 20.4%) experienced exposure to high levels of TEs (16 to 23). 211 (91.7%) endorsed at least one or more ongoing stressors, including: exposure to illicit substance use in the community (91.7%), problems with safety and the protection of women (89.6%), no access to legal rights and citizenship (88.3%), and lack of adequate shelter and facilities (85.2%). A quarter (26.9%) met criteria for one or more current mental disorder, and 69.1%reported functional impairment ranging from mild to extreme. Mental disorder was associated with being male (adjusted odds ratio=2.00; 95% CI=1.01-3.97), and exposure to the highest category of ongoing stressors (AOR=2.89; 95% CI=1.08-7.72). The TE count showed a doseresponse pattern in its relationship with functional impairment, the greatest risk (AOR=11.47; 95% CI=2.11-62.37) being for those experiencing the highest level of TE exposure (16-23 events). West Papuans living in settlements in Port Moresby reported a range of TEs, ongoing stressors and associated mental disorders characteristic of populations exposed to mass conflict and persecution, prolonged displacement
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- 2015
23. Design Parameters of a Serpentine Optical Fiber Bending Transducer for Strain Measurements in Smart Structures
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Demirdogen, AC, primary, Houghton, JR, additional, Tay, AK, additional, Wilson, DA, additional, and Wood, RL, additional
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24. Hope in hardship: charting a new course for mental health in Afghanistan.
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Tay AK
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The long legacy of upheavals and deprivations in Afghanistan and the associated mental health impacts on its people are well documented. A systematic review undertaken by Alemi et al (2023) presents the most comprehensive synthesis to date on this topic. Drawing on their findings, this editorial examines the complex mental health and psychosocial challenges confronted by neglected vulnerable groups such as pregnant and postnatal women, LGBTQ individuals, older adults, ethnic minority groups and Afghan refugees living overseas. It explores the potential challenges in rebuilding a resilient mental health system following the mass exodus of Afghanis. It calls for a whole-of-society approach that extends beyond clinical interventions to address the broader sociocultural and economic factors influencing mental health.
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- 2024
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25. Harbingers of Hope: Scientists and the Pursuit of World Peace.
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Pandi-Perumal SR, van de Put WACM, Maercker A, Hobfoll SE, Mohan Kumar V, Barbui C, Mahalaksmi AM, Chidambaram SB, Lundmark PO, Khai TS, Atwoli L, Poberezhets V, Rajesh Kumar R, Madoro D, Andrés Marín Agudelo H, Hoole SRH, Teixeira-Santos L, Pereira P, Saravanan KM, Vrdoljak A, Meira E Cruz M, Ramasubramanian C, Tay AK, Grønli J, Sijbrandij M, Sivasubramaniam S, Narasimhan M, Mbong EN, Jansson-Fröjmark M, Bjorvatn B, de Jong JTVM, Braakman MH, Eisenbruch M, Acuña-Castroviejo D, van der Velden K, Brown GM, Partinen M, McFarlane AC, and Berk M
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The ongoing wars in many regions-such as the conflict between Israel and Hamas-as well as the effects of war on communities, social services, and mental health are covered in this special editorial. This article emphasizes the need for international efforts to promote peace, offer humanitarian aid, and address the mental health challenges faced by individuals and communities affected by war and violence., Competing Interests: The views expressed in this article are those of the authors and do not reflect the official policy or stance of the Department, Institution, or the Nation they represent. The authors declare no conflicts of interest.
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- 2023
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26. Correction: COVID-19 stressors and mental health problems amongst women who arrived as refugees and those born in Australia.
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Rees SJ, Mohsin M, Tay AK, Moussa B, Klein L, Nadar N, Hussain F, Krishna Y, Khalil B, Yousif M, Silove D, and Fisher J
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[This corrects the article DOI: 10.1371/journal.pgph.0002073.]., (Copyright: © 2023 Rees et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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27. Effect of daily stressors and collective efficacy on post-traumatic stress symptoms among internally displaced persons in post-war northern Sri Lanka.
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Somasundaram D, Jayasuriya R, Perera R, Thamotharampillai U, Wickremasinghe R, and Tay AK
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Background: Daily stressors have been shown to mediate the relationship of war trauma and trauma-related distress among refugees and internally displaced persons exposed to war and conflict., Aims: To examine the extent to which the relationship between war-related trauma and mental distress was mediated by daily stressors and collective efficacy among internally displaced communities a decade after exposure to war., Method: In a cross-sectional study, we recruited a random sample of residents in villages severely affected by conflict in five districts in the Northern Province of Sri Lanka. Measures of war trauma, daily stressors, collective efficacy and post-traumatic stress symptoms (PTSS) were examined. Statistical analyses of the mediating and moderating effects of daily stressors were conducted using regression based methods., Results: Daily stressors mediated the association of war trauma and PTSS, as both paths of the indirect effect, war trauma to daily stressors and daily stressors to PTSS, were significant. The predictive effect of war trauma on PTSS was positive and significant at moderate and high levels of daily stressors but not at low levels. Higher levels of neighbourhood informal social control, a component of collective efficacy, function as a protective factor to reduce effects of war trauma and daily stressors on mental distress in this population., Conclusions: Daily stressors are an important mediator in the well-established relationship between war exposure and traumatic stress among internally displaced persons, even a decade after the conflict. Mental health and psychosocial support programmes that aim to address mental distress among war-affected communities could reduce daily stressors and enhance collective efficacy in this context.
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- 2023
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28. Long-term efficacy of brief psychological treatments for common mental disorders in Myanmar refugees in Malaysia: 12-month follow-up of a randomized, active-controlled trial of integrative adapt therapy v. cognitive behavioral therapy.
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Tay AK, Mohsin M, Foo CYS, Rees S, and Silove D
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- Humans, Malaysia, Single-Blind Method, Follow-Up Studies, Myanmar, Refugees psychology, Cognitive Behavioral Therapy, Stress Disorders, Post-Traumatic psychology
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Background: Long-term efficacy of brief psychotherapies for refugees in low-resource settings is insufficiently understood. Integrative adapt therapy (IAT) is a scalable treatment addressing refugee-specific psychosocial challenges., Methods: We report 12-month post-treatment data from a single-blind, active-controlled trial (October 2017-August 2019) where 327 Myanmar refugees in Malaysia were assigned to either six sessions of IAT ( n = 164) or cognitive behavioral treatment (CBT) ( n = 163). Primary outcomes were posttraumatic stress disorder (PTSD), depression, anxiety, and persistent complex bereavement disorder (PCBD) symptom scores at treatment end and 12-month post-treatment. Secondary outcome was functional impairment., Results: 282 (86.2%) participants were retained at 12-month follow-up. For both groups, large treatment effects for common mental disorders (CMD) symptoms were maintained at 12-month post-treatment compared to baseline ( d = 0.75-1.13). Although participants in IAT had greater symptom reductions and larger effect sizes than CBT participants for all CMDs at treatment end, there were no significant differences between treatment arms at 12-month post-treatment for PTSD [mean difference: -0.9, 95% CI (-2.5 to 0.6), p = 0.25], depression [mean difference: 0.1, 95% CI (-0.6 to 0.7), p = 0.89), anxiety [mean difference: -0.4, 95% CI (-1.4 to 0.6), p = 0.46], and PCBD [mean difference: -0.6, 95% CI (-3.1 to 1.9), p = 0.65]. CBT participants showed greater improvement in functioning than IAT participants at 12-month post-treatment [mean difference: -2.5, 95% CI (-4.7 to -0.3], p = 0.03]. No adverse effects were recorded for either therapy., Conclusions: Both IAT and CBT showed sustained treatment gains for CMD symptoms amongst refugees over the 12-month period.
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- 2023
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29. COVID-19 stressors and mental health problems amongst women who arrived as refugees and those born in Australia.
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Rees SJ, Mohsin M, Tay AK, Moussa B, Klein L, Nadar N, Hussain F, Krishna Y, Khalil B, Yousif M, Silove D, and Fisher J
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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., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2023 Rees et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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30. Psychosocial model of burnout among humanitarian aid workers in Bangladesh: role of workplace stressors and emotion coping.
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Foo CYS, Tay AK, Yang Y, and Verdeli H
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Background: While trauma exposure is an established predictor of poor mental health among humanitarian aid workers (HAWs), less is known about the role of psychosocial work-related factors. This study aims to establish a psychosocial model for burnout and psychological distress in HAWs that tests and compares the effects of adversity exposure and workplace stressors in combination, and explores the potential mediating role of individual coping styles., Methods: Path analysis and model comparison using cross-sectional online survey data were collected from full-time international and local HAWs in Bangladesh between December 2020 and February 2021. HAWs self-reported on exposure to adversities, workplace psychosocial stressors (Third Copenhagen Psychosocial Questionnaire), coping styles (Coping Inventory for Stressful Situations), burnout (Maslach Burnout Inventory-Human Services Survey), and psychological distress (Kessler-6)., Results: Among N = 111 HAWs, 30.6%, 16.4%, 12.7%, and 8.2% screened positive for moderate psychological distress (8 ≤ Kessler-6 ≤ 12), emotional exhaustion (EE ≥ 27), depersonalization (DP ≥ 13), and severe psychological distress (K-6 ≥ 13), respectively. 28.8% reported a history of mental disorder. The preferred model showed distinct pathways from adversity exposure and workplace stressors to burnout, with negative emotion-focused coping and psychological distress as significant intervening variables. While greater exposure to both types of stressors were associated with higher levels of burnout and distress, workplace stressors had a stronger association with psychological outcomes than adversity exposure did (β = .52, p ≤ .001 vs. β = .20, p = .032). Workplace stressors, but not adversities, directly influenced psychological distress (β = .45, p ≤ .001 vs. β = -.01, p = .927). Demographic variables, task-focused and avoidance-focused coping were not significantly associated with psychological outcomes., Conclusions: Compared to exposure to adversities, workplace stressors primarily influenced occupational stress syndromes. Reducing workplace stressors and enhancing adaptive coping may improve psychological outcomes in humanitarian staff., (© 2023. The Author(s).)
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- 2023
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31. Prevalence and correlates of DSM-IV and DSM-5 Intermittent Explosive Disorder amongst Myanmar refugees living in Malaysia: a population-based study.
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Tay AK, Mohsin M, Rees S, and Silove D
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- Comorbidity, Diagnostic and Statistical Manual of Mental Disorders, Humans, Malaysia epidemiology, Myanmar epidemiology, Prevalence, Disruptive, Impulse Control, and Conduct Disorders, Refugees
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Aims: We investigate the prevalence and risk factor profiles of Intermittent Explosive Disorder (IED) and comparison between two diagnostic measures for IED in a large population-based study of three ethnic groups of refugees (Chin, Kachin and Rohingya) from Myanmar resettled in Malaysia., Methods: Trained field personnel interviewed in total 2058 refugees, applying a clustered, probabilistic, proportional-to-size sampling framework and using the DSM-IV and DSM-5 criteria to diagnose IED. We used descriptive and bivariate analyses to explore associations of IED (using DSM IV or DMS 5) with ethnic group membership, sociodemographic characteristics and exposure to premigration traumatic events (TEs) and postmigration living difficulties (PMLDs). We also examined associations of IED with other common mental disorders (CMDs) (depression, anxiety and posttraumatic stress disorder) and with domains of functional impairment. Finally, we compared whether IED measured using DSM IV or DSM 5 generated the same or different prevalence., Results: For the whole sample ( n = 2058), the 12-month prevalence of DSM-IV IED was 5.9% ( n = 122) and for DSM-5, 3.4% ( n = 71). Across the three ethnic groups, 12-month DSM-5 IED prevalence was 2.1% (Chin), 2.9% (Rohingya) and 8.0% (Kachin), whereas DSM-IV defined IED prevalence was 3.2% (Chin), 7% (Rohingya) and 9.2% (Kachin). Being single, and exposure to greater premigration TEs and PMLDs were each associated with IED. Over 80% of persons with IED recorded one or more comorbid CMDs. Persons with IED also showed greater levels of functional impairment compared with those without IED., Conclusions: The pooled IED prevalence was higher than global norms but there was substantial variation in prevalence across the three study groups.
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- 2022
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32. Psychosocial treatment outcomes of common mental disorders vary widely in persons in low- and middle-income countries affected by humanitarian crises and refugees in high-income countries.
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Tay AK and Carlsson J
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This commentary discusses methodological and contextual factors that might account for variations in psychosocial treatment outcomes found in persons in low- and middle-income countries affected by humanitarian crises and refugees. Factors discussed are related to cultural adaptations, content and intensity of treatment, population characteristics and factors related to research design.
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- 2022
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33. Variations in prevalence and risk profiles for Common Mental Disorders amongst Rohingya, Chin and Kachin refugees from Myanmar.
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Tay AK, Mohsin M, Hau KM, Badrudduza M, Balasundaram S, Morgan K, Parthiban N, and Silove D
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- Chin, Humans, Myanmar epidemiology, Prevalence, Mental Disorders epidemiology, Refugees psychology, Stress Disorders, Post-Traumatic epidemiology
- Abstract
Background: Large variations in prevalence rates of common mental disorder (CMD) amongst refugees and forcibly displaced populations have raised questions about the accuracy and value of epidemiological surveys in these cross-cultural settings. We examined the associations of sociodemographic indices, premigration traumatic events (TEs), postmigration living difficulties (PMLDs), and psychosocial disruptions based on the Adaptive Stress Index (ASI) in relation to CMD prevalence amongst the Rohingya, Chin and Kachin refugees originating from Myanmar and relocated to Malaysia., Methods: Parallel epidemiological studies were conducted in areas where the three groups were concentrated in and around Malaysia (response rates: 80-83%)., Results: TE exposure, PMLDs and ASI were significantly associated with CMD prevalence in each group but the Rohingya recorded the highest exposure to all three of these former indices relative to Chin and Kachin (TE: mean = 11.1 v. 8.2 v. 11; PMLD: mean = 13.5 v. 7.4 v. 8.7; ASI: mean = 128.9 v. 32.1 v. 35.5). Multiple logistic regression analyses based on the pooled sample (n = 2058) controlling for gender and age, found that ethnic group membership, premigration TEs (16 or more TEs: OR, 2.00; 95% CI, 1.39-2.88; p < 0.001), PMLDs (10-15 PMLDs: OR, 4.19; 95% CI, 3.17-5.54; 16 or more PMLDs: OR, 7.23; 95% CI, 5.24-9.98; p < 0.001) and ASI score (ASI score 100 or greater: OR, 2.19; 95% CI, 1.46-3.30; p < 0.001) contributed to CMD., Conclusions: Factors specific to each ethnic group and differences in the quantum of exposure to TEs, PMLDs and psychosocial disruptions appeared to account in large part for differences in prevalence rates of CMDs observed across these three groups.
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- 2022
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34. The mental health needs of displaced people exposed to armed conflict.
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Tay AK
- Subjects
- Armed Conflicts psychology, Humans, Research, Mental Disorders epidemiology, Mental Health
- Abstract
Competing Interests: I declare no competing interests.
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- 2022
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35. A Naturalistic Evaluation of Group Integrative Adapt Therapy (IAT-G) with Rohingya Refugees During the Emergency Phase of a Mass Humanitarian Crisis in Cox's Bazar, Bangladesh.
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Tay AK, Miah MAA, Khan S, Mohsin M, Alam ANMM, Ozen S, Mahmuda M, Ahmed HU, Silove D, and Ventevogel P
- Abstract
Background : Studies of scalable psychological interventions in humanitarian setting are usually carried out when the acute emergency has stabilized. We report the first evaluation of an evidence-based group psychological intervention, Group Integrative Adapt Therapy (IAT-G), during the emergency phase of a mass humanitarian crisis amongst Rohingya refugees in Cox's Bazar, Bangladesh. Methods : We did a pragmatic naturalistic evaluation (2018-2020) of a seven-session group intervention with adult Rohingya refugees with elevated symptoms of depression (≥10 on the Patient Health Questionnaire) and/or posttraumatic stress disorder, PTSD, (≥3 on the Posttraumatic Stress Disorder-8), and functional impairment (≥17 on WHO Disability Assessment Schedule or WHODAS-brief). Screening was done across the most densely populated campsites. Blind assessments were completed at baseline, posttreatment, and at 3-month follow-up using culturally adapted measures of depression, anxiety, posttraumatic stress symptoms, complicated bereavement, adaptive stress associated with disrupted psychosocial support systems, functional impairment, and resilience. Findings : 383 persons were screened and of the 144 persons who met inclusion criteria all participated in the group intervention. Compared to baseline scores, IAT-G participants recorded significantly lower mean scores on key outcome indices (mental health symptoms, adaptive stress, and functional impairment) at posttreatment and 3-month follow-up (all pairwise tests significant Ps<.05). From baseline to 3-month follow-up, score changes were greatest for functional impairment (d = 2.24), anxiety (d = 2.15) and depression (d = 1.9), followed by PTSD symptoms (d = 1.17). Interpretation : A group-based intervention designed specifically to reflect the refugee experience and adapted to the language and culture, showed positive outcomes in the context of a pragmatic, naturalistic trial implemented in a mass humanitarian emergency. Funding : United Nations High Commissioner for Refugees; National Health and Medical Research Council Australia., Competing Interests: AKT received a fellowship from the NHMRC during the study; SO, PV, MM and HUA were employees at the United Nations, DS was the Principal Investigator on a NHMRC Program Grant. All the other authors report no conflicts.None., (© 2021 The Author(s).)
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- 2021
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36. Associations between family-level adversity and society-level trauma with emotional and behavioural problems amongst children of West Papuan refugees.
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Tay AK, Rees S, Kareth M, Mohsin M, Tam N, and Silove D
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- Adolescent, Child, Cross-Sectional Studies, Female, Humans, Male, Papua New Guinea, Child Behavior psychology, Emotions physiology, Refugees psychology
- Abstract
Few studies have examined associations between family-level parental factors, society-level violence, and the emotional and behavioral status of children of refugee populations. Our study used cross-sectional epidemiological data to test a theoretical model of these key associations amongst a community sample of children (n = 162) of West Papuan refugees living in remote town in Papua New Guinea (PNG), a setting of endemic violence and poverty. Culturally adapted instruments were used to assess three types of intra-familial factors (adverse parenting, physical and/or sexual abuse and emotional abuse) and three types of society-level violence and stressors (exposure to systematic violence, peer violence, living difficulties). Emotional and behavioural problems were assessed using the Youth Self-Report Checklist. Path analysis was used to test theoretical associations. Key findings include direct associations between both family-level physical and/or sexual abuse (β = .43; p < .001) and adverse parenting (β = .40; p < .001) with emotional and behavioural problems amongst children. In the broader social domain, peer violence (β = .29; p < .001) had a direct association with children's emotional and behavioural problems. Several indirect paths demonstrated a chain of relationships involving family- and society-level factors and emotional and behavioural problems in children. Only longitudinal data can provide further support for veridical causal pathways linking family and social factors with adverse emotional and behavioural outcomes in offspring of refugees, thereby supporting mechanisms leading to a transgenerational transmission of adverse mental health outcomes in refugee populations. Such data would give further support for a multisectoral approach to dealing with at risk families in refugee populations, in which attention should focus on supporting parents, and promoting the protection of children from abuse in the family and in the wider society.
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- 2021
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37. Prevalence, predictors and associations of complex post-traumatic stress disorder with common mental disorders in refugees and forcibly displaced populations: a systematic review.
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Mellor R, Werner A, Moussa B, Mohsin M, Jayasuriya R, and Tay AK
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- Comorbidity, Humans, Prevalence, Anxiety Disorders epidemiology, Depressive Disorder epidemiology, Refugees statistics & numerical data, Somatoform Disorders epidemiology, Stress Disorders, Post-Traumatic epidemiology
- Abstract
Background : The inclusion of complex post-traumatic stress disorder (CPTSD) in ICD-11 represents a turning point for the field of traumatic stress, with accumulative evidence of this disorder in refugees and displaced populations. Objective : The objectives of this systematic review are to examine, in refugee and displaced populations: 1) the prevalence of CPTSD; 2) factors contributing to CPTSD; and 3) and associations between CPTSD and other common mental disorders including: PTSD, depression, anxiety and somatisation. Method : We followed the Joanna Briggs Institute Methodology for Systematic Reviews. Papers published in English language were included, with date of publication between 1987 and June 2019. We searched six relevant databases: MEDLINE, PsycINFO, Embase, Scopus, CINAHL, and PILOTS, and the grey literature. We included observational studies with prevalence data on CPTSD. Results : 19 articles met all inclusion criteria. Quality assessment was performed on each included study using the Joanna Briggs Institute Critical Appraisal Checklist for Studies Reporting Prevalence Data. Based on this, 13 moderate and high-quality studies were included in our narrative synthesis. The included studies reported prevalence of CPTSD in refugees and displaced populations ranging from 2% to 86%. Conclusions : Reasons for the wide variation in prevalence may include contextual and geographical differences, the influence of post-migration difficulties, and sample population characteristics such as treatment seeking versus general population. We found higher prevalence rates (range: 16-82%) in more studies with treatment seeking samples, followed by convenience and snowball samples (40-51%), and lower rates in more studies utilising random sampling techniques (2-86%). Consistent with the broader literature, the studies in our review supported an association for complex post-traumatic stress disorder with prolonged, repeated trauma, and post-migration living difficulties, with the latter association being specific to refugee and displaced populations. Further research on this construct in this population group, including effective treatments, is required., Competing Interests: No potential conflict of interest was reported by the authors., (© 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.)
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- 2021
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38. Mental health services for refugees in Malaysia during the COVID-19 pandemic.
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Tay AK and Balasundaram S
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- Culturally Competent Care, Humans, Malaysia epidemiology, Mental Disorders epidemiology, COVID-19, Health Personnel education, Health Personnel organization & administration, Health Personnel standards, Mental Disorders therapy, Mental Health Services organization & administration, Mental Health Services standards, Refugees statistics & numerical data
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- 2021
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39. Psychosocial mechanisms of change in symptoms of Persistent Complex Bereavement Disorder amongst refugees from Myanmar over the course of Integrative Adapt Therapy.
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Tay AK, Khat Mung H, Badrudduza M, Balasundaram S, Fadil Azim D, Arfah Zaini N, Morgan K, Mohsin M, and Silove D
- Abstract
Background : The ability to adapt to the psychosocial disruptions associated with the refugee experience may influence the course of complicated grief reactions. Objective : We examine these relationships amongst Myanmar refugees relocated to Malaysia who participated in a six-week course of Integrative Adapt Therapy (IAT). Method : Participants (n = 170) included Rohingya, Chin, and Kachin refugees relocated to Malaysia. At baseline and six-week post-treatment, we applied culturally adapted measures to assess symptoms of Prolonged Complex Bereavement Disorder (PCBD) and adaptive capacity to psychosocial disruptions, based on the Adaptive Stress Index (ASI). The ASI comprises five sub-scales of safety/security (ASI-1); bonds and networks (ASI-2); injustice (ASI-3); roles and identity (ASI-4); and existential meaning (ASI-5). Results : Multilevel linear models indicated that the relationship between baseline and posttreatment PCBD symptoms was mediated by the ASI scale scores. Further, ASI scale scores assessed posttreatment mediated the relationship between baseline and posttreatment PCBD symptoms. Mediation of PCBD change was greatest for the ASI II scale representing disrupted bonds and networks. Conclusion : Our findings are consistent with the informing model of IAT in demonstrating that changes in adaptive capacity, and especially in dealing with disrupted bonds and networks, may mediate the process of symptom improvement over the course of therapy., Competing Interests: No potential conflict of interest was reported by the authors., (© 2020 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.)
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- 2020
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40. An Integrative Adapt Therapy for common mental health symptoms and adaptive stress amongst Rohingya, Chin, and Kachin refugees living in Malaysia: A randomized controlled trial.
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Tay AK, Mung HK, Miah MAA, Balasundaram S, Ventevogel P, Badrudduza M, Khan S, Morgan K, Rees S, Mohsin M, and Silove D
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- Adult, Aged, Aged, 80 and over, Cognitive Behavioral Therapy statistics & numerical data, Depressive Disorder, Major psychology, Female, Humans, Malaysia, Male, Mental Health statistics & numerical data, Middle Aged, Myanmar, Refugees statistics & numerical data, Single-Blind Method, Stress Disorders, Post-Traumatic psychology, Young Adult, Cognitive Behavioral Therapy methods, Depressive Disorder, Major therapy, Refugees psychology, Resilience, Psychological, Stress Disorders, Post-Traumatic therapy
- Abstract
Background: This randomised controlled trial (RCT) aims to compare 6-week posttreatment outcomes of an Integrative Adapt Therapy (IAT) to a Cognitive Behavioural Therapy (CBT) on common mental health symptoms and adaptive capacity amongst refugees from Myanmar. IAT is grounded on psychotherapeutic elements specific to the refugee experience., Methods and Findings: We conducted a single-blind RCT (October 2017 -May 2019) with Chin (39.3%), Kachin (15.7%), and Rohingya (45%) refugees living in Kuala Lumpur, Malaysia. The trial included 170 participants receiving six 45-minute weekly sessions of IAT (97.6% retention, 4 lost to follow-up) and 161 receiving a multicomponent CBT also involving six 45-minute weekly sessions (96.8% retention, 5 lost to follow-up). Participants (mean age: 30.8 years, SD = 9.6) had experienced and/or witnessed an average 10.1 types (SD = 5.9, range = 1-27) of traumatic events. We applied a single-blind design in which independent assessors of pre- and posttreatment indices were masked in relation to participants' treatment allocation status. Primary outcomes were symptom scores of Post Traumatic Stress Disorder (PTSD), Complex PTSD (CPTSD), Major Depressive Disorder (MDD), the 5 scales of the Adaptive Stress Index (ASI), and a measure of resilience (the Connor-Davidson Resilience Scale [CDRS]). Compared to CBT, an intention-to-treat analysis (n = 331) at 6-week posttreatment follow-up demonstrated greater reductions in the IAT arm for all common mental disorder (CMD) symptoms and ASI domains except for ASI-3 (injustice), as well as increases in the resilience scores. Adjusted average treatment effects assessing the differences in posttreatment scores between IAT and CBT (with baseline scores as covariates) were -0.08 (95% CI: -0.14 to -0.02, p = 0.012) for PTSD, -0.07 (95% CI: -0.14 to -0.01) for CPTSD, -0.07 for MDD (95% CI: -0.13 to -0.01, p = 0.025), 0.16 for CDRS (95% CI: 0.06-0.026, p ≤ 0.001), -0.12 (95% CI: -0.20 to -0.03, p ≤ 0.001) for ASI-1 (safety/security), -0.10 for ASI-2 (traumatic losses; 95% CI: -0.18 to -0.02, p = 0.02), -0.03 for ASI-3 (injustice; (95% CI: -0.11 to 0.06, p = 0.513), -0.12 for ASI-4 (role/identity disruptions; 95% CI: -0.21 to -0.04, p ≤ 0.001), and -0.18 for ASI-5 (existential meaning; 95% CI: -0.19 to -0.05, p ≤ 0.001). Compared to CBT, the IAT group had larger effect sizes for all indices (except for resilience) including PTSD (IAT, d = 0.93 versus CBT, d = 0.87), CPTSD (d = 1.27 versus d = 1.02), MDD (d = 1.4 versus d = 1.11), ASI-1 (d = 1.1 versus d = 0.85), ASI-2 (d = 0.81 versus d = 0.66), ASI-3 (d = 0.49 versus d = 0.42), ASI-4 (d = 0.86 versus d = 0.67), and ASI-5 (d = 0.72 versus d = 0.53). No adverse events were recorded for either therapy. Limitations include a possible allegiance effect (the authors inadvertently conveying disproportionate enthusiasm for IAT in training and supervision), cross-over effects (counsellors applying elements of one therapy in delivering the other), and the brief period of follow-up., Conclusions: Compared to CBT, IAT showed superiority in improving mental health symptoms and adaptative stress from baseline to 6-week posttreatment. The differences in scores between IAT and CBT were modest and future studies conducted by independent research teams need to confirm the findings., Trial Registration: The study is registered under Australian New Zealand Clinical Trials Registry (ANZCTR) (http://www.anzctr.org.au/). The trial registration number is: ACTRN12617001452381., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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41. The culture, mental health and psychosocial wellbeing of Rohingya refugees: a systematic review.
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Tay AK, Riley A, Islam R, Welton-Mitchell C, Duchesne B, Waters V, Varner A, Moussa B, Mahmudul Alam ANM, Elshazly MA, Silove D, and Ventevogel P
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- Armed Conflicts, Bangladesh epidemiology, Culture, Humans, Myanmar ethnology, Stress Disorders, Post-Traumatic ethnology, Stress, Psychological ethnology, Culturally Competent Care, Mental Health, Psychological Trauma ethnology, Quality of Life psychology, Refugees psychology, Stress Disorders, Post-Traumatic psychology, Stress, Psychological psychology
- Abstract
Aims: Despite the magnitude and protracted nature of the Rohingya refugee situation, there is limited information on the culture, mental health and psychosocial wellbeing of this group. This paper, drawing on a report commissioned by the United Nations High Commissioner for Refugees (UNHCR), aims to provide a comprehensive synthesis of the literature on mental health and psychosocial wellbeing of Rohingya refugees, including an examination of associated cultural factors. The ultimate objective is to assist humanitarian actors and agencies in providing culturally relevant Mental Health and Psychosocial Support (MHPSS) for Rohingya refugees displaced to Bangladesh and other neighbouring countries., Methods: We conducted a systematic search across multiple sources of information with reference to the contextual, social, economic, cultural, mental health and health-related factors amongst Rohingya refugees living in the Asia-Pacific and other regions. The search covered online databases of diverse disciplines (e.g. medicine, psychology, anthropology), grey literature, as well as unpublished reports from non-profit organisations and United Nations agencies published until 2018., Results: The legacy of prolonged exposure to conflict and persecution compounded by protracted conditions of deprivations and displacement is likely to increase the refugees' vulnerability to wide array of mental health problems including posttraumatic stress disorder, anxiety, depression and suicidal ideation. High rates of sexual and gender-based violence, lack of privacy and safe spaces and limited access to integrated psychosocial and mental health support remain issues of concern within the emergency operation in Bangladesh. Another challenge is the limited understanding amongst the MHPSS personnel in Bangladesh and elsewhere of the language, culture and help-seeking behaviour of Rohingya refugees. While the Rohingya language has a considerable vocabulary for emotional and behavioural problems, there is limited correspondence between these Rohingya terms and western concepts of mental disorders. This hampers the provision of culturally sensitive and contextually relevant MHPSS services to these refugees., Conclusions: The knowledge about the culture, context, migration history, idioms of distress, help-seeking behaviour and traditional healing methods, obtained from diverse sources can be applied in the design and delivery of culturally appropriate interventions. Attention to past exposure to traumatic events and losses need to be paired with attention for ongoing stressors and issues related to worries about the future. It is important to design MHPSS interventions in ways that mobilise the individual and collective strengths of Rohingya refugees and build on their resilience.
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- 2019
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42. Functional impairment as a proxy measure indicating high rates of trauma exposure, post-migration living difficulties, common mental disorders, and poor health amongst Rohingya refugees in Malaysia.
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Tay AK, Rees S, Miah MAA, Khan S, Badrudduza M, Morgan K, Fadil Azim D, Balasundaram S, and Silove D
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- Adolescent, Adult, Depression psychology, Female, Health Status, Humans, Malaysia, Male, Mental Disorders psychology, Middle Aged, Stress Disorders, Post-Traumatic diagnosis, Stress Disorders, Post-Traumatic psychology, Stress, Psychological psychology, Young Adult, Depression diagnosis, Mental Disorders diagnosis, Mental Health, Refugees psychology, Stress, Psychological diagnosis
- Abstract
A major challenge in the refugee field is to ensure that scarce mental health resources are directed to those in greatest need. Based on data from an epidemiological survey of 959 adult Rohingya refugees in Malaysia (response rate: 83%), we examine whether a brief screening instrument of functional impairment, the WHO Disability Assessment Schedule (WHODAS), prove useful as a proxy measure to identify refugees who typically attend community mental health services. Based on estimates of mental disorder requiring interventions from analyses of epidemiological studies conducted worldwide, we selected a WHODAS cutoff that identified the top one-fifth of refugees according to severity of functional impairment, the remainder being distributed to moderate and lower impairment groupings, respectively. Compared to the lower impairment grouping, the severe impairment category comprised more boat arrivals (AOR: 5.96 [95% CI 1.34-26.43); stateless persons (A20·11 [95% CI 7.14-10); those with high exposure to pre-migration traumas (AOR: 4.76 [95% CI 1.64-13.73), peri-migration stressors (AOR: 1.26 [95% CI 1.14-1.39]) and postmigration living difficulties (AOR: 1.43 [95% CI 1.32-1.55); persons with single (AOR: 7.48 [95% CI 4.25-13.17]) and comorbid (AOR: 13.54 [95% CI 6.22-29.45]) common mental disorders; and those reporting poorer general health (AOR: 2.23 [95% CI 1-5.02]). In addition, half of the severe impairment grouping (50.6%) expressed suicidal ideas compared to one in six (16.2 percent) of the lower impairment grouping (OR: 2.39 [95% CI 1.94-2.93]). Differences between the severe and moderate impairment groups were similar but less extreme. In settings where large-scale epidemiological studies are not feasible, the WHODAS may serve as readily administered and brief public health screening tool that assists in stratifying the population according to urgency of mental health needs.
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- 2019
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43. Theoretical background, first stage development and adaptation of a novel Integrative Adapt Therapy (IAT) for refugees.
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Tay AK, Miah MAA, Khan S, Badrudduza M, Morgan K, Balasundaram S, and Silove D
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- Adaptation, Psychological, Cognitive Behavioral Therapy, Culturally Competent Care, Emotional Regulation, Female, Focus Groups, Grief, Humans, Indonesia ethnology, Malaysia, Male, Mental Disorders psychology, Mental Disorders therapy, Myanmar ethnology, Problem Solving, Psychological Theory, Qualitative Research, Stress Disorders, Post-Traumatic psychology, Stress, Psychological psychology, Psychotherapy methods, Refugees psychology, Stress Disorders, Post-Traumatic therapy, Stress, Psychological therapy
- Abstract
Aims: Refugees are confronted with the task of adapting to the long-term erosion of psychosocial systems and institutions that in stable societies support psychological well-being and mental health. We provide an overview of the theoretical principles and practical steps taken to develop a novel psychotherapeutic approach, Integrative Adapt Therapy (IAT), which aims to assist refugees to adapt to these changes. This paper offers the background informing ongoing trials of IAT amongst refugees from Myanmar., Methods: A systematic process was followed in formulating the therapy and devising a treatment manual consistent with the principles of the Adaptation and Development After Persecution and Trauma (ADAPT) model. The process of development and refinement was based on qualitative research amongst 70 refugees (ten from West Papua and 60 Rohingya from Myanmar). The therapeutic process was then piloted by trained interventionists amongst a purposively selected sample of 20 Rohingya refugees in Malaysia., Results: The final formulation of IAT represented an integration of the principles of the ADAPT model and evidence-based techniques of modern therapies in the field, including a transdiagnostic approach and the selective use of cognitive behavioural treatment elements such as problem-solving and emotional regulation techniques. The steps outlined in refining the manual are outlined in relation to work amongst West Papuan refugees, and the process of cultural and contextual modifications described during early piloting with Rohingya refugees in Malaysia., Conclusions: IAT integrates universal principles of the ADAPT model with the particularities of the culture, history of conflict and living context of each refugee community; this synthesis of knowledge forms the basis for participants gaining insights into their personal patterns of psychosocial adaptation to the refugee experience. Participants then apply evidence-based techniques to improve their capacity to adapt to the serial psychosocial changes they have encountered in their lives as refugees. The overarching goal of IAT is to provide refugees with a coherent framework that assists in making sense of their experiences and their emotional and interpersonal reactions to the challenges they confront within the family and community context. As such, the principles of a general model (ADAPT) are used as a springboard for making concrete, manageable and meaningful life changes at the individual level, a potentially novel approach for psychosocial interventions in the field.
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- 2019
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44. Defining a combined constellation of complicated bereavement and PTSD and the psychosocial correlates associated with the pattern amongst refugees from West Papua.
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Tay AK, Rees S, Tam N, Kareth M, and Silove D
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- Adult, Female, Humans, Indonesia epidemiology, Male, New Guinea epidemiology, Bereavement, Psychological Trauma epidemiology, Psychological Trauma physiopathology, Refugees statistics & numerical data, Stress Disorders, Post-Traumatic epidemiology
- Abstract
Background: Refugees are at risk of experiencing a combined constellation of complicated bereavement and posttraumatic stress disorder (PTSD) symptoms following exposure to complex traumas associated with personal threat and loss. Features of identity confusion are central to both complicated bereavement and PTSD and these characteristics may be particularly prominent amongst refugees from traditional cultures displaced from their homelands, families, and kinship groups. We investigate whether a combined pattern of complicated bereavement and PTSD can be identified amongst West Papuan refugees participating in an epidemiological survey (n = 486, response rate: 85.8%) in a remote town in Papua New Guinea., Methods: Latent class analysis was applied to derive subpopulations of refugees based on symptoms of complicated bereavement and PTSD. Associations were examined between classes and traumatic loss events, post-migration living difficulties (PMLDs), and psychosocial support systems., Results: The four classes identified comprised a complicated bereavement class (11%), a combined posttraumatic bereavement class (10%), a PTSD class (11%), and a low symptom class (67%). Symptoms of identity confusion were prominent in the posttraumatic bereavement class. Compared with the low symptom class, the combined posttraumatic bereavement class reported greater exposure to traumatic loss events (OR 2.43, 95% CI 1.11-5.34), PMLDs (OR 2.24, 95% CI 1.01-4.6), disruptions to interpersonal bonds and networks (OR 3.3, 95% CI 1.47-7.38), and erosion of roles and identities (OR 2.18, 95% CI 1.11-4.27)., Conclusions: Refugees appear to manifest a combined pattern of complicated bereavement and PTSD symptoms in which identity confusion is a prominent feature. This response appears to reflect the combined impact of high levels of exposure to traumatic losses, PMLDs, and disruption of relevant psychosocial systems.
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- 2019
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45. The structure and psychosocial correlates of complicated bereavement amongst refugees from West Papua.
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Tay AK, Mohsin M, Rees S, Tam N, Kareth M, and Silove D
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- Adult, Anger, Depressive Disorder psychology, Diagnostic and Statistical Manual of Mental Disorders, Factor Analysis, Statistical, Female, Humans, International Classification of Diseases, Male, Middle Aged, Papua New Guinea epidemiology, Prevalence, Qualitative Research, Bereavement, Depressive Disorder epidemiology, Refugees psychology
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Purpose: Refugees may be at risk of experiencing a complicated form of bereavement. As yet, however, the nosological status of this putative category across cultures remains in question. We apply qualitative and quantitative methods to investigate the manifestations, prevalence, factorial structure and psychosocial correlates of complicated bereavement amongst refugees from West Papua, a population with no past exposure to western concepts of grief or to formal mental health services., Methods: Qualitative methods (focus groups and informant interviews) were used to identify cultural expressions of complicated bereavement derived from international classification systems, that is, DSM 5 persistent complex bereavement disorder (PCBD) and ICD-11 prolonged grief disorder (PGD) in developing a structured interview applied by trained field workers. Participants were adult West Papuan refugees and their offspring recruited from households (n = 486, response 85.8%) across nine villages in a remote town in Papua New Guinea., Results: The qualitative data obtained from focus groups (n = 20) and informant interviews (n = 4) with local psychiatrists supported the cultural validity of complicated bereavement. 16% (n = 78) of the sample met criteria for PCBD based on DSM-5 criteria and 103 (21%) met criteria for PGD based on ICD-11 criteria. Confirmatory factor analysis yielded a six-factor model of complicated bereavement with a moderately good fit to the data. The model included dimensions of anger/negative appraisal (AN), avoidance/giving up, estrangement from others, and confusion and diminished identity. In contrast, the DSM-5 three-factor model and the ICD-11 two-factor model each yielded a poor fit. Cumulative traumatic losses (β = 0.16, P = 0.03), duration since displacement [(β = 0.10, P = 0.02)] and postmigration living difficulties (β = 0.20, P = 0.01) were associated with an aggregated index of complicated bereavement, supporting the concurrent validity of the structure identified., Conclusions: Culture and exposure to persecution and displacement may contribute to the content and configuration of the complicated bereavement reaction, an issue that requires recognition in international classification systems and clinical practice.
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- 2019
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46. The HTQ-5: revision of the Harvard Trauma Questionnaire for measuring torture, trauma and DSM-5 PTSD symptoms in refugee populations.
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Berthold SM, Mollica RF, Silove D, Tay AK, Lavelle J, and Lindert J
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- Female, Humans, Male, Reproducibility of Results, Surveys and Questionnaires, Refugees psychology, Stress Disorders, Post-Traumatic psychology, Torture psychology, Trauma Severity Indices
- Abstract
Background: The Harvard Trauma Questionnaire (HTQ) was developed 25 years ago as a cross-cultural screening instrument to document trauma exposure, head trauma and trauma-related symptoms in refugees. This article aims to: (i) outline the process of revision of Part IV of the HTQ to (a) include the new DSM-5 diagnostic criteria for PTSD, and (b) separate out and more fully develop the refugee-specific functioning items; and (ii) promote a consistent approach to the validation of the HTQ-5 when adapted for use in other cultures and language groups., Methods: Our process involved item mapping; expert consultations; generating items according to the new DSM-5 criteria; and drafting, refinement and finalization of the revised measure focusing closely on issues of meaning, future translation into multiple languages and comprehension amongst groups with low literacy and little or no exposure to Western trauma concepts. Validity and reliability testing of the new HTQ-5 is underway., Results: The HTQ symptom checklist was modified consistent with current DSM-5 diagnostic criteria to identify those refugees at risk for mental health and other symptoms associated with traumatic life events, disability and dysfunction., Conclusions: Accurate screening of post-traumatic distress and dysfunction enables those working with refugees to triage them more effectively to scarce health and mental health resources. When developing screening measures to inform public health policy and practice, it is vital that these measures can bridge the gap between western (etic) nosologies and indigenous (emic) understandings of traumatic stress., (© The Author(s) 2018. Published by Oxford University Press on behalf of the European Public Health Association. All rights reserved.)
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- 2019
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47. Prevalence and Risk Factors of Major Depressive Disorder Among Women at Public Antenatal Clinics From Refugee, Conflict-Affected, and Australian-Born Backgrounds.
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Rees SJ, Fisher JR, Steel Z, Mohsin M, Nadar N, Moussa B, Hassoun F, Yousif M, Krishna Y, Khalil B, Mugo J, Tay AK, Klein L, and Silove D
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- Adult, Australia epidemiology, Case-Control Studies, Cross-Sectional Studies, Depressive Disorder, Major diagnosis, Exposure to Violence statistics & numerical data, Female, Humans, Pregnancy, Refugees statistics & numerical data, Risk Factors, Depressive Disorder, Major epidemiology, Exposure to Violence psychology, Refugees psychology
- Abstract
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.
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- 2019
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48. Developing a measure of adaptive stress arising from the psychosocial disruptions experienced by refugees based on a sample of displaced persons from West Papua.
- Author
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Tay AK, Rees S, Tam N, Kareth M, and Silove D
- Subjects
- Adaptation, Psychological, Adult, Factor Analysis, Statistical, Female, Humans, Indonesia ethnology, Male, Papua New Guinea epidemiology, Psychology, Reproducibility of Results, Stress, Psychological epidemiology, Stress, Psychological etiology, Stress, Psychological psychology, Psychiatric Status Rating Scales, Refugees psychology, Stress, Psychological diagnosis
- Abstract
Objectives: We report the testing and refinement of the Adaptive Stress Index (ASI), a psychosocial assessment tool designed to measure the longer terms stressors of adapting to the psychosocial disruptions experienced by refugees., Methods: The ASI is based on a theoretical model, the Adaptation and Development After Persecution and Trauma (ADAPT), which postulates that five psychosocial domains are disrupted by conflict and displacement, namely, safety and security, attachment, access to justice, roles and identities, and existential meaning. We used confirmatory factor analysis (CFA) and item response theory (IRT) to shorten and refine the measure based on data obtained from 487 refugees participating in a household survey in Papua New Guinea (response rate: 85.8%)., Results: CFA allowed the exclusion of low loading items (<0.5) and locally dependent items. A good fit was found for single models representing each of the five ASI domains. A graded response IRT model identified items with the highest discrimination and information content in each of the five derived scales., Conclusions: The analysis produced a shortened and refined ASI for use amongst refugee populations. The study offers a guide to adapting measures of stress for application to diverse populations exposed to mass conflict and refugee displacement., (© 2019 John Wiley & Sons, Ltd.)
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- 2019
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49. Erratum: Risk of perpetrating intimate partner violence amongst men exposed to torture in conflict-affected Timor-Leste - CORRIGENDUM.
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Rees S, Mohsin M, Tay AK, Steel Z, Tam N, da Costa Z, Soares C, Tol W, Eapen V, Dadds M, and Silove D
- Abstract
[This corrects the article DOI: 10.1017/gmh.2018.16.].
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- 2018
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50. Factor structures of Complex Posttraumatic Stress Disorder and PTSD in a community sample of refugees from West Papua.
- Author
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Tay AK, Mohsin M, Rees S, Tam N, Kareth M, and Silove D
- Subjects
- Adult, Factor Analysis, Statistical, Female, Humans, Indonesia ethnology, Male, Papua New Guinea ethnology, Stress Disorders, Post-Traumatic ethnology, Refugees statistics & numerical data, Stress Disorders, Post-Traumatic physiopathology
- Abstract
Objectives: The intention to include a category of Complex Posttraumatic Stress Disorder (CPTSD) in ICD-11 has renewed interest in this construct. Although growing evidence from high income countries supports the construct validity of CPTSD, little parallel research has been undertaken across cultures. We tested theoretically supported CPTSD structures (a one-factor, six-factor, one-factor higher-order, and two-factor higher order structure) in a community sample of West Papuan refugees living in a remote town, Kiunga, in Papua New Guinea (PNG)., Procedures: A community-wide survey was conducted (2016-2017; response rate 85.5%) amongst 486 West Papuans. Culturally adapted measures were applied to assess cumulative traumatic exposure, postmigration living difficulties (PMLDs), CPTSD symptoms, and functional impairment., Findings: A six factor structure for CPTSD provided the best fit to the data, consistent with our past study amongst West Papuans., Conclusions: The cross-cultural validity of our findings is supported by the isolation of West Papuan participants from services treating traumatic stress. To further support the universal applicability of CPTSD, our findings need to be confirmed amongst other refugee groups from diverse cultural backgrounds., (Copyright © 2018. Published by Elsevier Inc.)
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- 2018
- Full Text
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