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1.
Front Public Health ; 12: 1372334, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38737863

RESUMEN

Researchers have documented multiple stressors and mental health problems along the journey of refugees as they are displaced to seek refuge in nearby and remote host countries. This article examines published research on Syrian refugees to propose a framework to conceptualize Syrian refugees' pre- and post-stressors and their collective impact on their mental health. The proposed framework provides a comprehensive understanding of the interconnected pathways between pre-displacement stressors, post-displacement stressors, and mental health outcomes for Syrian refugees. Pre-displacement stressors are best captured by the concept of trauma centrality and emotional suppression. Post-displacement stressors, categorized under financial, political, and social themes, have a direct impact on the mental health of the refugees, but could also play a partial mediating role on the impact of pre-displacement stressors on mental health. The framework suggests a direct pathway between the experience of war-related traumatic events and mental health and introduces the country of residence as a potential moderator of the severity of mental health. The latter is primarily influenced by local policies and the host communities' acceptance of refugees. We believe that the proposed framework can guide the work of researchers, policymakers, and practitioners concerned with the mental health and well-being of Syrian refugees. Additionally, although based on the experience of Syrian refugees, it presents a holistic perspective that could be adapted in other refugee settings.


Asunto(s)
Refugiados , Estrés Psicológico , Refugiados/psicología , Humanos , Siria/etnología , Estrés Psicológico/psicología , Salud Mental , Trastornos por Estrés Postraumático/psicología
2.
Eur J Psychotraumatol ; 15(1): 2349445, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38753438

RESUMEN

Background: High levels of post-traumatic stress are well documented among refugees. Yet, refugee adolescents display high heterogeneity in their type of trauma and symptom levels.Objective: Following the recurrent plea for validated trauma screening tools, this study investigated the psychometric properties of the Children's Revised Impact of Event Scale (CRIES-8) among refugee adolescents from Afghanistan (n = 148), Syria (n = 234), and Somalia (n = 175) living in Europe.Method: The model fit for the confirmatory factor structures was tested, as well as measurement invariance between the three groups. The robustness of results was evaluated by testing measurement invariance between recently arrived and settled adolescents, and between different response labelling options. Reliability (α, ω, and ordinal α), criterion validity, and prevalence estimates were calculated.Results: The intrusion subscale showed a better stable model fit than the avoidance subscale, but the two-factor structure was mainly supported. Configural measurement invariance was achieved between Afghan and Somali adolescents, and strong measurement invariance between Syrian and Somali adolescents. The results were robust considering the time living in the host country and response labelling styles. Reliability was low among Afghan and Syrian adolescents (.717-.856), whereas it was higher among Somali adolescents (.831-.887). The total score had medium-sized correlations with emotional problems (.303-.418) and low correlations with hyperactivity (.077-.155). There were statistically significant differences in symptom prevalence: Afghan adolescents had higher prevalence (55.5%) than Syrian (42.8%) and Somali (37%) adolescents, and unaccompanied refugee minors had higher symptom prevalence (63.5%) than accompanied adolescents (40.7%).Conclusions: This study mostly supports the use of the CRIES-8 among adolescents from Afghanistan, Syria, and Somalia, and even comparative analyses of group means. Variation in reliability estimates, however, makes diagnostic predictions difficult, as the risk of misclassification is high.


We investigated the psychometric properties of the 8-item Children's Revised Impact of Event Scale (CRIES-8) among refugee adolescents from Afghanistan, Syria, and Somalia living in Europe.We found support for the CRIES-8 as a suitable assessment tool for Afghan, Syrian, and Somali adolescents.The reliability of the CRIES-8 was low among Afghan and Syrian adolescents, whereas among Somali adolescents, reliability was higher.


Asunto(s)
Psicometría , Refugiados , Trastornos por Estrés Postraumático , Humanos , Refugiados/psicología , Refugiados/estadística & datos numéricos , Adolescente , Psicometría/normas , Siria/etnología , Somalia/etnología , Femenino , Masculino , Afganistán/etnología , Reproducibilidad de los Resultados , Trastornos por Estrés Postraumático/diagnóstico , Trastornos por Estrés Postraumático/epidemiología , Encuestas y Cuestionarios/normas , Niño
4.
Int J Clin Pract ; 2023: 6654937, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-38094991

RESUMEN

Background: The concept of migration comes with various problems, affecting the quality of life and psychological state of immigrants. This study aimed to investigate the quality of life and depression and anxiety states of physicians who immigrated to Turkey after the civil war that started in Syria in 2011. Methods: In this cross-sectional study, a sociodemographic questionnaire form, the short version of the World Health Organization's quality of life assessment tool (WHOQOL-BREF), Beck Depression Inventory (BDI), and Beck Anxiety Inventory (BAI) were applied to Syrian doctors who received integration training to work in refugee health centers established for immigrants in Turkey. Results: A total of 570 participants were included in the study. The median scores of WHOQOL-BREF domains of the participants were 75 for DOM1 (min: 25, max: 100, IQR: 18), 69 for DOM2 (min: 6, max: 100, IQR: 25), 69 for DOM3 (min: 0, max: 100, IQR: 19), and 63 for DOM4 (min: 0, max: 94, IQR: 19). The median BDI score of the participants was 7 (min: 0, max: 41, IQR: 8), and the median BAI score was 5 (min: 0, max: 50, IQR: 8). Having primary care experience, having knowledge about the Turkish healthcare system, believing that they can adapt to work in refugee health centers, and not having a plan to return to their country were found to be associated with a higher score in at least one of the WHOQOL-BREF subdomains. Planning to turn back their country was significantly associated with higher BAI scores. Conclusions: The overall quality of life of most refugee physicians in Turkey was high, and the BDI and BAI scores were also below the threshold values. Further qualitative studies that allow in-depth analyses may reveal underlying factors for this situation.


Asunto(s)
Médicos , Calidad de Vida , Refugiados , Humanos , Estudios Transversales , Médicos/psicología , Psicometría , Calidad de Vida/psicología , Refugiados/psicología , Siria/etnología , Turquía
5.
Nature ; 620(7975): 849-854, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37558879

RESUMEN

Protracted global conflicts during the past decade have led to repeated major humanitarian protection crises in Europe. During the height of the Syrian refugee crisis at the end of 2015, Europe hosted around 2.3 million people requesting asylum1. Today, the ongoing war in Ukraine has resulted in one of the largest humanitarian emergencies in Europe since World War II, with more than eight million Ukrainians seeking refuge across Europe2. Here we explore whether repeated humanitarian crises threaten to exhaust solidarity and whether Europeans welcome Ukrainian asylum seekers over other asylum seekers3,4. We conducted repeat conjoint experiments during the 2015-2016 and 2022 refugee crises, asking 33,000 citizens in 15 European countries to evaluate randomly varied profiles of asylum seekers. We find that public preferences for asylum seekers with specific attributes have remained remarkably stable and general support has, if anything, increased slightly over time. Ukrainian asylum seekers were welcomed in 2022, with their demographic, religious and displacement profile having a larger role than their nationality. Yet, this welcome did not come at the expense of support for other marginalized refugee groups, such as Muslim refugees. These findings have implications for our theoretical understanding of the drivers and resilience of public attitudes towards refugees and for policymakers tasked to find effective responses to the enduring stress on the asylum system5-8.


Asunto(s)
Demografía , Opinión Pública , Refugiados , Actitud , Europa (Continente) , Refugiados/legislación & jurisprudencia , Refugiados/estadística & datos numéricos , Religión , Siria/etnología , Factores de Tiempo , Ucrania/etnología
6.
PLoS Med ; 19(6): e1004025, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-35737665

RESUMEN

BACKGROUND: Most displaced people with mental disorders in low- and middle-income countries do not receive effective care, and their access to care has deteriorated during the Coronavirus Disease 2019 (COVID-19) pandemic. Digital mental health interventions are scalable when digital access is adequate, and they can be safely delivered during the COVID-19 pandemic. We examined whether a new WHO-guided digital mental health intervention, Step-by-Step, in which participants were supported by a nonspecialist helper, was effective in reducing depression among displaced people in Lebanon. METHODS AND FINDINGS: We conducted a single-blind, 2-arm pragmatic randomized clinical trial, comparing guided Step-by-Step with enhanced care as usual (ECAU) among displaced Syrians suffering from depression and impaired functioning in Lebanon. Primary outcomes were depression (Patient Health Questionnaire, PHQ-9) and impaired functioning (WHO Disability Assessment Schedule-12, WHODAS) at posttreatment. Secondary outcomes included subjective well-being, anxiety, post-traumatic stress, and self-described problems. A total of 569 displaced people from Syria with depression (PHQ-9 ≥ 10) and impaired functioning (WHODAS > 16) were randomized to Step-by-Step (N = 283; lost to follow-up: N = 167) or ECAU (N = 286; lost to follow-up: 133). Participants were considered to be lost to follow-up when they did not fill in the outcome measures at posttest or follow-up. Recruitment started on December 9, 2019 and was completed on July 9, 2020. The last follow-up assessments were collected in December 2020. The study team had access to the online platform, where they could see treatment arm assignment for each participant. All questionnaires were completed by participants online. Intention-to-treat (ITT) analyses showed intervention effects on depression (standardized mean differences [SMDs]: 0.48; 95% CI: 0.26; 0.70; p < 0.001), impaired functioning (SMD: 0.35; 95% CI: 0.14; 0.56; p < 0.001), post-traumatic stress (SMD: 0.36; 95% CI: 0.16; 0.56; p < 0.001), anxiety (SMD: 0.46; 95% CI: 0.24; 0.68; p < 0.001), subjective well-being (SMD: 0.47; 95% CI: 0.26; 0.68; p < 0.001), and self-identified personal problems (SMD: 0.49; 95% CI 0.28; 0.70; p < 0.001). Significant effects on all outcomes were maintained at 3 months follow-up. During the trial, one serious adverse event occurred, unrelated to the intervention. The main limitation of the current trial is the high dropout rate. CONCLUSIONS: In this study, we found that a guided, digital intervention was effective in reducing depression in displaced people in Lebanon. The guided WHO Step-by-Step intervention we examined should be made available to communities of displaced people that have digital access. TRIAL REGISTRATION: ClinicalTrials.gov NCT03720769.


Asunto(s)
Depresión , Intervención basada en la Internet , Refugiados , COVID-19/epidemiología , Depresión/terapia , Humanos , Líbano/epidemiología , Pandemias , Refugiados/psicología , Método Simple Ciego , Siria/etnología , Resultado del Tratamiento , Organización Mundial de la Salud
7.
J Nurs Res ; 30(3): e208, 2022 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-35446301

RESUMEN

BACKGROUND: Healthcare professionals' "cultural prejudices" toward individuals' cultural beliefs, attitudes, and perceptions affect the care they provide. Their awareness of their bias is closely associated with the quality of healthcare provided. PURPOSE: This study was designed to assess nurses' perceptions regarding providing care to Syrian refugee patients using metaphors and to evaluate their views based on these metaphors. METHODS: The participants in this qualitative study consisted of 80 nurses who worked in Level 1 and Level 2 health institutions. Data were collected using an interview form prepared by the researchers. The form included descriptive characteristics of the nurses and two expressions used to determine the nurses' opinions on providing care for Syrian refugee patients. The nurses were given an incomplete sentence, which was "Providing care for a Syrian refugee patient…because…," and were asked to complete the blanks. The data were analyzed using the content analysis method. RESULTS: On the basis of "providing care for Syrian refugee patients," four categories of metaphors were determined: occupational awareness, health promotion, a difficult process/resistance, and providing service in vain. The participants generated 50 metaphors, with "humanity," "a baby/little child," and "a barrier" as the three most used metaphors, belonging to the "occupational awareness" and "a difficult process/resistance" categories, respectively. CONCLUSIONS/IMPLICATIONS FOR PRACTICE: The metaphors of nurses regarding giving care to Syrian refugee patients were mostly concentrated in the categories of "occupational awareness" and "a difficult process/resistance." Metaphors generated by the nurses offer a powerful research tool to reveal, understand, and explain nurses' personal perceptions and to develop and support nursing care accordingly. In addition, the subject of transcultural nursing should be discussed more extensively in nursing education programs. Understanding the social context of refugees is very important during the nursing care process.


Asunto(s)
Asistencia Sanitaria Culturalmente Competente , Atención de Enfermería , Prejuicio , Refugiados , Actitud del Personal de Salud , Niño , Asistencia Sanitaria Culturalmente Competente/normas , Humanos , Metáfora , Atención de Enfermería/psicología , Atención de Enfermería/normas , Investigación Cualitativa , Percepción Social , Siria/etnología , Turquía
8.
Eur J Psychotraumatol ; 13(1): 2002027, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-35126880

RESUMEN

Background: Syrian refugees in Switzerland face several barriers in accessing mental health care. Cost-effective psychological interventions are urgently needed to meet the mental health needs of refugees. Problem Management Plus (PM+) is an evidence-based, psychological intervention delivered by trained non-specialist 'helpers'. Objective: To assess the feasibility and acceptability of PM+ among Syrian refugees in Switzerland. Methods: We conducted a single-blind pilot randomized controlled trial (RCT) with Syrian refugees impaired by psychological distress (K10 > 15 and WHODAS 2.0 > 16). Participants were randomized to PM+ or Enhanced Treatment As Usual (ETAU). Participants were assessed at baseline, and 1 week and 3 months after the intervention, and completed measures indexing mental health problems and health care usage. Semi-structured interviews were conducted with different stakeholders. Results: N = 59 individuals were randomized into PM+ (n = 31) or ETAU (n = 28). N = 18 stakeholders were interviewed about facilitators and barriers for the implementation of PM+. Retention rates in the trial (67.8%) and mean intervention attendance (M = 3.94 sessions, SD = 1.97) were high. No severe events related to the study were reported. These findings indicate that the trial procedures and PM+ were feasible, acceptable and safe. Conclusions: The findings support the conduct of a definitive RCT and show that PM+ might have the potential to be scaled-up in Switzerland. The importance, as well as the challenges, of implementing and scaling-up PM+ in high-income countries, such as Switzerland, are discussed.


Antecedentes: Los refugiados Sirios en Suiza enfrentan varias barreras para acceder a la atención en salud mental. Se necesitan con urgencia intervenciones psicológicas costo-efectivas, para satisfacer las necesidades de salud mental de los refugiados. Enfrentar Problemas Plus (PM + por sus siglas en inglés) es una intervención psicológica basada en la evidencia proporcionada por 'ayudantes' capacitados no especializados.Objetivo: Evaluar la viabilidad y aceptabilidad de PM + entre los refugiados sirios en Suiza.Métodos: Realizamos un ensayo controlado aleatorizado (ECA) piloto simple y ciego con refugiados sirios afectados por angustia psicológica (K10 > 15 y WHODAS 2.0 > 16). Los participantes fueron asignados al azar a PM + o Tratamiento usual mejorado (TUM). Los participantes fueron evaluados al inicio del estudio, 1 semana, y 3 meses después de la intervención, y completaron instrumentos que referencian problemas de salud mental y el uso de la atención médica. Se realizaron entrevistas semiestructuradas con diferentes partes relevantes.Resultados:N = 59 individuos fueron asignados al azar a PM + (n = 31) o TUM (n = 28). N = 18 partes relevantes fueron entrevistados sobre facilitadores y barreras para la implementación de PM +. Las tasas de retención en el ensayo (67,8%) y la asistencia media a la intervención (M = 3,94 sesiones, DE = 1,97) fueron altas. No se informaron eventos graves relacionados con el estudio. Estos hallazgos indican que los procedimientos del ensayo y PM + fueron factibles, aceptables y seguros.Conclusiones: Los hallazgos apoyan la realización de un ECA definitivo y muestran que PM + podría tener el potencial de ampliarse en Suiza. Se discute la importancia, así como los desafíos, de implementar y ampliar PM + en países de altos ingresos, como Suiza.


Asunto(s)
Servicios de Salud Mental , Aceptación de la Atención de Salud/estadística & datos numéricos , Distrés Psicológico , Refugiados , Adulto , Práctica Clínica Basada en la Evidencia , Estudios de Factibilidad , Femenino , Humanos , Entrevistas como Asunto , Masculino , Aceptación de la Atención de Salud/psicología , Proyectos Piloto , Refugiados/psicología , Refugiados/estadística & datos numéricos , Método Simple Ciego , Suiza , Siria/etnología
10.
Eur J Psychotraumatol ; 12(1): 1994218, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34900120

RESUMEN

Background: The number of forcibly displaced people globally has never been higher, with refugees from Syria constituting the largest displaced population worldwide. Many studies have documented elevated levels of mental health problems in refugee populations, though prevalence estimates of common mental disorders vary considerably between studies, explained both by methodological and contextual factors. Objective: Using questionnaire-based screening checklists to approximate the prevalence of and investigate risk factors for post-traumatic stress disorder (PTSD), anxiety and depression among adult refugees from Syria resettled in Norway and to compare estimates with a sister-study in Sweden. Method: Cross-sectional survey of a randomly selected sample from the National Population Register in Norway of adult refugees from Syria who were granted residency rights in Norway between 2015 and 2017 (Nsample = 9,990; nrespondents = 902). Above-threshold scores on the Harvard Trauma Questionnaire (HTQ) and Hopkins Symptoms Checklist (HSCL-25) defined caseness for PTSD (HTQ>2.06); anxiety (HSCLanxitey>1.75); and depression (HSCLdepression>1.80). Results: Weighted, checklist-positive prevalence estimates for PTSD, anxiety and depression were 29.7% (25.4%-34.4%), 30.1% (25.7%-34.9%), and 45.2% (40.6%-49.8%), respectively. Cumulative exposure to potentially traumatic experiences before or during flight was a clear risk factor for all outcomes, and female gender was a risk factor for anxiety and depression, though only in adjusted analyses. The choice of HTQ cut-off to define PTSD caseness (2.5 vs. 2.06) had a notable effect on prevalence estimates. Conclusion: In line with prior evidence, the present study suggests adult refugees from Syria resettled in Norway have higher rates of anxiety and depression and markedly higher rates of PTSD compared to general, non-refugee populations, and that this is clearly linked to past traumatic experiences. Prevalence estimates were highly consistent with estimates from the sister-study in Sweden, which used almost identical methodology. Findings underline the importance of screening for and intervening on mental health problems in newly arrived refugees.


Antecedentes: El número de personas desplazadas forzosamente a nivel global nunca ha sido más alto, con los refugiados de Siria constituyendo la mayor población desplazada del mundo. Muchos estudios han documentado elevados niveles de problemas de salud mental en poblaciones refugiadas, aunque las estimaciones de prevalencia de trastornos de salud mental comunes varían considerablemente entre estudios, explicadas tanto por factores metodológicos y contextuales.Objetivo: Utilizar listas de tamizaje en formato de cuestionarios para estimar la prevalencia e investigar factores de riesgo para el trastorno de estrés postraumático (TEPT), la ansiedad y la depresión entre adultos refugiados de Siria reinstalados en Noruega, y para comparar estimaciones con un estudio hermano en Suecia.Método: Encuesta transaccional en una muestra seleccionada aleatoriamente del Registro de Población Nacional en Noruega de adultos refugiados de Siria que obtuvieron derechos de residencia entre 2015 y 2017 (N muestral = 9990, n de encuestados = 902). Puntajes por sobre el puntaje de corte del Cuestionario de Trauma de Harvard (HTQ en su sigla en inglés) y la Lista de chequeo de síntomas de Hopkins (HSCL-25 en su sigla en inglés) definió como caso clínico para el TEPT (HTQ>2.06); ansiedad (HSCL ansiedad > 1.75); y depresión (HSCL depresión> 1.80).Resultados: Las estimaciones ponderadas de prevalencia de positivos en lista de chequeo para TEPT, ansiedad y depresión fueron 29.7% (25.4%­34.4%), 30.1% (25.7%­34.9%), and 45.2% (40.6%- 49.8%), respectivamente. La exposición acumulativa a experiencias potencialmente traumáticas antes o durante el vuelo fue un claro factor de riesgo para todos los resultados, y el género femenino fue un factor de riesgo para ansiedad y depresión, aunque solo en análisis ajustados. La elección del puntaje de corte del HTQ para definir caso clínico de TEPT (2.5 versus 2.06) tuvo un efecto notable en las estimaciones de prevalencia.Conclusión: En línea con evidencia previa, el presente estudio sugirió que los adultos de Siria refugiados y reinstalados en Noruega tienen tasas más altas de ansiedad y depresión, y tasas marcadamente más altas de TEPT comparadas con poblaciones generales no refugiadas, y esto está ligado directamente a experiencias traumáticas anteriores. Las estimaciones de prevalencia fueron altamente consistentes con las estimaciones del estudio hermano en Suecia, el cual utilizó metodología casi idéntica. Los hallazgos subrayan la importancia de tamizar e intervenir en problemas de salud mental en refugiados recién llegados.


Asunto(s)
Trastornos de Ansiedad/etnología , Trastorno Depresivo/etnología , Refugiados/estadística & datos numéricos , Trastornos por Estrés Postraumático/etnología , Adolescente , Adulto , Anciano , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Noruega/etnología , Prevalencia , Siria/etnología , Adulto Joven
11.
Eur J Psychotraumatol ; 12(1): 1991651, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34777714

RESUMEN

Background: The COVID-19 pandemic has resulted in increased anxiety and depression around the world. Refugees may be particularly vulnerable to the mental health effects of the pandemic because of their higher rates of mental health disorders, trauma histories, and daily stressors. Objectives: This study used data from a controlled trial of a brief behavioural intervention for psychological distress in Syrian refugees living in Azraq Camp in Jordan to examine the psychological effects of the pandemic on refugee mental health. Method: A total of 410 participants were randomized to either the intervention or control arms of the trial and were assessed at baseline and 3-month follow-up. Half the sample (199; 48.5%) completed their 3-month follow-up assessment after the pandemic restrictions began in Jordan and 211 (51.5%) completed the assessment prior to the pandemic. Refugees were independently assessed for symptoms of PTSD, anxiety, and depression at baseline and follow-up, and pandemic-related worries were assessed at follow-up for those who completed their assessment during the pandemic. Results: The most commonly reported worries were economic difficulties (82.4%), shortage of essential supplies (71.3%), and infecting others (59.7%) or themselves (51.9%). Refugees who were assessed during the pandemic had less severe PTSD symptoms than those assessed prior to the pandemic. Significant predictors of pandemic-related worries were lower levels of depression prior to the pandemic and greater anxiety during the pandemic. Conclusion: These findings highlight the specific needs of refugees during the pandemic and suggest that pre-existing mental health issues may not necessarily be the key risk factors for who will experience major mental health issues or worries during the pandemic.


Antecedentes: La ansiedad y la depresión alrededor del mundo se han incrementado como consecuencia de la pandemia por la COVID-19. Los refugiados pueden ser particularmente vulnerables a los efectos de la pandemia sobre la salud mental a sus tasas más altas de trastornos de salud mental, de antecedentes de trauma y de estresores diarios.Objetivos: Este estudio empleó los datos del ensayo controlado de una intervención conductual breve para la angustia psicológica en refugiados sirios que vivían en el campo Azraq en Jordania. Se buscó evaluar los efectos psicológicos de la pandemia sobre la salud mental de los refugiados.Método: Un total de 410 participantes fueron asignados aleatoriamente, bien al grupo de intervención o bien al grupo de control del ensayo, y fueron evaluados al inicio y a los 3 meses de seguimiento. La mitad de la muestra (199; 48,5%) completó la evaluación a los 3 meses de seguimiento después de que comenzaran las restricciones de la pandemia en Jordania, mientras que 211 (51,5%) completaron esta evaluación antes de la pandemia. Los refugiados fueron evaluados de forma independiente para detectar síntomas del TEPT, de la ansiedad y de la depresión al inicio y en el seguimiento. Las preocupaciones relacionadas a la pandemia se evaluaron durante el seguimiento en aquellos que completaron su evaluación durante la pandemia.Resultados: Las preocupaciones más comúnmente reportadas fueron las dificultades económicas (82,4%), la escasez de suministros esenciales (71,3%) y la infección de otros (59,7%) o de ellos mismos (51,9%). Los refugiados que fueron evaluados durante la pandemia tenían síntomas de TEPT menos severos que aquellos que fueron evaluados antes de la pandemia. Los predictores significativos de las preocupaciones relacionados con la pandemia fueron niveles más bajos de depresión antes de la pandemia y mayor ansiedad durante la pandemia.Conclusiones: Estos hallazgos destacan las necesidades especificas de los refugiados durante la pandemia y sugieren que los problemas de salud mental preexistentes no necesariamente pueden ser los factores de riesgo clave para aquellos que experimentarán los principales problemas de salud mental o preocupaciones durante la pandemia.


Asunto(s)
COVID-19 , Salud Mental , Psicoterapia de Grupo , Refugiados , Adulto , Ansiedad/epidemiología , Depresión/epidemiología , Humanos , Jordania/epidemiología , Distrés Psicológico , Refugiados/psicología , Refugiados/estadística & datos numéricos , Trastornos por Estrés Postraumático , Siria/etnología
13.
Eur J Psychotraumatol ; 12(1): 1947003, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34377358

RESUMEN

Background: Refugee youth experience hardships associated with exposure to trauma in their homelands and during and after displacement, which results in higher rates of common mental disorders. The World Health Organization (WHO) developed Problem Management Plus (PM+), a non-specialist-delivered brief psychological intervention, for individuals who have faced adversity. PM+ comprises problem-solving, stress management, behavioural activation and strengthening social support. However, it does not include an emotional processing component, which is indicated in trauma-exposed populations. Objective: This pilot randomized controlled trial (RCT) aims to evaluate the feasibility and acceptability of PM+, adapted to Syrian, Eritrean and Iraqi refugee youth residing in the Netherlands, with and without a newly developed Emotional Processing (EP) Module. Methods: Refugee youth (N = 90) between 16 and 25 years of age will be randomized into PM+ with care-as-usual (CAU), (n = 30), PM+ with Emotional Processing (PM+EP) with CAU (n = 30) or CAU only (n = 30). Inclusion criteria are self-reported psychological distress (Kessler Psychological Distress Scale; K10 > 15) and impaired daily functioning (WHO Disability Assessment Schedule; WHODAS 2.0 > 16). Participants will be assessed at baseline, one-week post-intervention and three-month follow-up. The main outcome is the feasibility and acceptability of the adapted PM+ and PM+EP. The secondary outcomes are self-reported psychological distress, functional impairment, post-traumatic stress disorder (PTSD) symptom severity and diagnosis, social support, and self-identified problems. The pilot RCT will be succeeded by a process evaluation including trial participants, participants' significant others, helpers, and mental health professionals (n = 20) to evaluate their experiences with the PM+ and PM+EP programmes. Results and Conclusion: This is the first study that evaluates the feasibility of PM+ for this age range with an emotional processing module integrated. The results may inform larger RCTs and implementation of PM+ interventions among refugee youth. Trial Registration: Registered to Dutch Trial Registry, NL8750, on 3 July 2020. Medical Ethical Committee of the Amsterdam University Medical Centre, location Vrije Universiteit Medical Centre, Protocol ID: 2020.224, 1 July 2020.


Antecedentes: Los jóvenes refugiados experimentan dificultades relacionadas con la exposición al trauma en sus países de origen, tanto durante como después del desplazamiento. Esto resulta en tasas más elevadas de trastornos mentales comunes. La Organización Mundial de la Salud (OMS) desarrolló el programa Enfrentando Problemas Plus (EP+), una intervención psicológica breve brindada por personal no especializado para individuos que han sido expuestos a la adversidad. EP+ abarca la resolución de problemas, el manejo del estrés, la activación conductual y el fortalecimiento del soporte social. Sin embargo, no incluye un componente de procesamiento emocional, el cual es indicado en poblaciones expuestas al trauma.Objetivo: Este piloto de un ensayo clínico controlado y aleatorizado (ECA) tiene como objetivo evaluar la viabilidad y la aceptabilidad de EP+ adaptado para jóvenes refugiados sirios, eritreos e iraquíes que residen en los Países Bajos, con y sin un módulo de Procesamiento Emocional (PE) recientemente desarrollado.Métodos: Se aleatorizará a un grupo de refugiados jóvenes (N= 90) de entre 16 a 25 años a un grupo EP+ con atención habitual (AH), (n= 30), a un grupo EP+ con Procesamiento Emocional (EP+PE) con AH (n= 30), o un grupo de solamente AH (n= 30). Los criterios de inclusión son el completar los cuestionarios de autoreporte de malestar psicológico (Escala de Malestar Psicológico de Kessler; K10 >15) y de deterioro del funcionamiento diario (Cuestionario de Evaluación de la Discapacidad de la OMS; WHODAS 2.0 >16). Los participantes serán evaluados al inicio del estudio, una semana después de la intervención y a los 3 meses del seguimiento. El resultado principal es la viabilidad y aceptabilidad del programa EP+ adaptado y del EP+PE. Los resultados secundarios son el autoreporte de malestar psicológico, la discapacidad funcional, los síntomas de severidad y diagnóstico del trastorno de estrés postraumático (TEPT), el soporte social y los problemas autoidentificados. Luego de concluido el piloto del ECA, se procederá a una evaluación del proceso que incluirá a los participantes del ensayo, a las personas significativas de los participantes, a los colaboradores y a los profesionales de la salud mental (n=20) para evaluar sus experiencias con los programas EP+ y EP+PE.Resultados y conclusiones: Este es el primer estudio que evalúa la viabilidad de EP+ para este grupo de edad y con un módulo integrado de procesamiento emocional. Los resultados pueden brindar información al elaborar ECAs más grandes y a la implementación de intervenciones de EP+ entre jóvenes refugiados.


Asunto(s)
Terapia Cognitivo-Conductual , Intervención en la Crisis (Psiquiatría) , Regulación Emocional , Distrés Psicológico , Refugiados/psicología , Apoyo Social , Adolescente , Adulto , Depresión/diagnóstico , Eritrea/etnología , Estudios de Factibilidad , Femenino , Humanos , Masculino , Países Bajos , Proyectos Piloto , Trastornos por Estrés Postraumático/diagnóstico , Encuestas y Cuestionarios , Siria/etnología , Adulto Joven
15.
PLoS Med ; 18(7): e1003512, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34252076

RESUMEN

BACKGROUND: Schools play a key role in supporting the well-being and resettlement of refugee children, and parental engagement with the school may be a critical factor in the process. Many resettlement countries have policies in place to support refugee parents' engagement with their children's school. However, the impact of these programs lacks systematic evaluation. This study first aimed to validate self-report measures of parental school engagement developed specifically for the refugee context, and second, to identify parent characteristics associated with school engagement, so as to help tailor support to families most in need. METHODS AND FINDINGS: The report utilises 2016 baseline data of a cohort study of 233 Arabic-speaking parents (77% response rate) of 10- to 12-year-old schoolchildren from refugee backgrounds across 5 schools in Sydney, Australia. Most participants were born in Iraq (81%) or Syria (11%), and only 25% spoke English well to very well. Participants' mean age was 40 years old, and 83% were female. Confirmatory factor analyses were run on provisional item sets identified from a literature review and separate qualitative study. The findings informed the development of 4 self-report tools assessing parent engagement with the school and school community, school belonging, and quality of the relationship with the schools' bilingual cultural broker. Cronbach alpha and Pearson correlations with an established Teacher-Home Communication subscale demonstrated adequate reliability (α = 0.67 to 0.80) and construct and convergent validity of the measures (p < 0.01), respectively. Parent characteristics were entered into respective least absolute shrinkage and selection operator (LASSO) regression analyses. The degree of parents' psychological distress (as measured by the Kessler10 self-report instrument) and postmigration living difficulties (PLMDs) were each associated with lower school engagement and belonging, whereas less time lived in Australia, lower education levels, and an unemployed status were associated with higher ratings in relationship quality with the schools' cultural broker. Study limitations include the cross-sectional design and the modest amount of variance (8% to 22%) accounted for by the regression models. CONCLUSIONS: The study offers preliminary refugee-specific measures of parental school engagement. It is expected they will provide a resource for evaluating efforts to support the integration of refugee families into schools. The findings support the need for initiatives that identify and support parents with school-attending children from refugee backgrounds who are experiencing psychological distress or resettlement stressors. At the school level, the findings suggest that cultural brokers may be effective in targeting newly arrived families.


Asunto(s)
Emigración e Inmigración , Refugiados/psicología , Instituciones Académicas , Estrés Psicológico/etnología , Estrés Psicológico/psicología , Estudiantes/psicología , Adulto , Australia , Niño , Estudios de Cohortes , Estudios Transversales , Femenino , Humanos , Irak/etnología , Masculino , Investigación Cualitativa , Autoinforme , Siria/etnología
16.
Eur J Psychotraumatol ; 12(1): 1932295, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34262668

RESUMEN

Background: Approximately 10% of Syrian refugees currently reside in camp settings, which can impose additional post-migration stressors. With elevated rates of psychological distress and few available resources, task-shifting psychosocial programmes are necessary to provide adequate care. One such programme developed by the World Health Organization (WHO) is Group Problem Management Plus (GroupPM+). Objective: This study aimed to test the safety and acceptability of GroupPM+ in a refugee camp and to identify areas for adaptation in preparation for a definitive RCT. Method: A feasibility randomized controlled trial (RCT) was conducted in Azraq refugee camp in Jordan. Inclusion criteria were: (1) Syrian adults aged ≥18 years, (2) parent of a child aged 10-16 years, (3) experiencing psychological distress as defined by a score of ≥16 on the Kessler Distress Scale, and (4) ≥17 on the WHO Disability Assessment Schedule 2.0. Following baseline assessments, participants were randomized to receive GroupPM+ or enhanced treatment-as-usual. Post-assessments were conducted one week following the last GroupPM+ session. Primary outcomes were feasibility and acceptance of GroupPM+; symptoms of anxiety, depression, PTSD, prodromal psychosis, grief, and child's self-reported psychological distress were also assessed. Results: Of the 207 persons screened, 64 (31%) screened positive for psychological distress. Of the 35 randomized into the GroupPM+ intervention, 24 (69%) completed the intervention. No adverse events were reported throughout the trial. Children whose parents received GroupPM+ had greater reductions in internalizing and externalizing symptoms at posttreatment. 55 (86%) participants completed the post-assessment follow-up. These results demonstrate both the feasibility of conducting the trial in a camp and acceptance of the GroupPM+ intervention by Syrian refugees. Conclusions: Following the feasibility trial, both the implementation procedures and intervention were safe and culturally acceptable. The results support the readiness for a definitive RCT to determine the effectiveness and cost-effectiveness of the intervention in camp settings.


Antecedentes: Aproximadamente el 10% de refugiados sirios reside actualmente en campos de refugiados, lo que puede imponer estresores adicionales después de la migración. Con tasas elevadas de angustia psicológica y pocos recursos disponibles, los programas psicosociales de rotación de tareas son necesarios para brindar un cuidado adecuado. Uno de estos programas, desarrollado por la Organización Mundial de la Salud (OMS), es el Programa Grupal para el Manejo de Problemas Plus ('Group Problem Management Plus', o GroupPM+).Objetivos: Este estudio tuvo como objetivo el probar la seguridad y la aceptabilidad del GroupPM+ en un campo de refugiados e identificar las áreas de adaptación en preparación para un ensayo clínico controlado y aleatorizado (ECA).Métodos: Se llevó a cabo un ensayo clínico controlado y aleatorizado (ECA) de viabilidad en el campo de refugiados de Azraq en Jordania. Los criterios de inclusión fueron (1) ser un adulto sirios con una edad ≥ 18 años, (2) ser padre de un niño de 10 a 16 años, (3) experimentar angustia psicológica, definida mediante un puntaje ≥ 16 en la Escala de Malestar Psicológico de Kessler, y (4) un puntaje ≥ 17 en el Cuestionario para la Evaluación de la Discapacidad 2.0 de la OMS. Después de las evaluaciones iniciales, los participantes fueron distribuidos aleatoriamente para recibir la intervención mediante el GroupPM+ o para recibir el tratamiento usual optimizado. Las evaluaciones posteriores fueron conducidas una semana después de la última sesión del GroupPM+. Los resultados principales fueron la viabilidad y la aceptación del GroupPM+; los síntomas de ansiedad, de depresión, del trastorno de estrés postraumático (TEPT), la psicosis prodrómica, el duelo, y también se evaluó el auto-reporte de la angustia psicológica por parte del niño.Resultados: De las 207 personas evaluadas, 64 (31%) dieron positivo en presentar angustia psicológica. De las 35 personas incluidas de manera aleatoria en el grupo de intervención mediante el GroupPM+, 24 (69%) completaron la intervención. No se reportaron eventos adversos durante el ensayo clínico. Los niños cuyos padres recibieron la intervención mediante el GroupPM+ tuvieron una mayor reducción en los síntomas internalizantes y externalizantes después del tratamiento. 55 (86%) participantes completaron el seguimiento posterior a la evaluación. Estos resultados demuestran tanto la viabilidad de conducir el ensayo clínico en un campo de refugiados, como la aceptación de la intervención mediante el GroupPM+ por parte de los refugiados sirios.Conclusiones: De acuerdo con el ensayo de viabilidad, tanto los procedimientos de implementación como la intervención fueron seguros y culturalmente aceptables. Los resultados apoyan la preparación para un ECA definitivo para determinar la efectividad y costo-efectividad de la intervención en los campos de refugiados.


Asunto(s)
Distrés Psicológico , Intervención Psicosocial , Campos de Refugiados , Refugiados , Adolescente , Adulto , Ansiedad/psicología , Niño , Asistencia Sanitaria Culturalmente Competente , Depresión/psicología , Estudios de Factibilidad , Femenino , Humanos , Jordania , Masculino , Refugiados/psicología , Refugiados/estadística & datos numéricos , Siria/etnología
17.
Pharm Biol ; 59(1): 778-788, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34165371

RESUMEN

CONTEXT: Since ancient times, traditional Arabic medicine (TAM) has been used to treat various diseases in Syria. They are cost-effective with fewer side effects and are more suitable for long-term use compared with chemically synthesized medicines. In addition, the scientific importance is manifested, as this survey proceeds, for the purposes of verifying and documenting these traditional medicines and their common uses. OBJECTIVE: We conducted ethnobotanical and ethnomedicine research on plants traditionally used to treat various diseases in central region of Syria. METHODS: Information was collected from 2019 to 2021 from the cities of Homs and Hama and their villages, which are two governorates located in central Syria, after interviews with traditional practitioners called Attarin, and many other people. Plant specimens were collected according to different references concerning medicinal plants of Syria, to document the traditional uses of plants at least two of the traditional healers and three other people were asked. RESULTS: In this survey, we listed 76 medicinal plants belonging to 39 families in alphabetical order with the parts used and the method of preparation according to their therapeutic use, which are used to treat 106 ailments. CONCLUSIONS: Many of the uses of medicinal plants mentioned in this survey are still under study. There is no doubt that this study will provide new data that could contribute to further pharmacological discoveries by identifying the active ingredients and their mechanism of effect by doing additional pharmacological work to confirm the alleged biological activities of these plants.


Asunto(s)
Etnobotánica/métodos , Etnofarmacología/métodos , Medicina Tradicional/métodos , Plantas Medicinales , Encuestas y Cuestionarios , Adulto , Anciano , Etnobotánica/tendencias , Etnofarmacología/tendencias , Femenino , Humanos , Masculino , Medicina Tradicional/tendencias , Persona de Mediana Edad , Plantas Medicinales/clasificación , Plantas Medicinales/genética , Siria/etnología
18.
Reprod Health ; 18(1): 113, 2021 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-34092236

RESUMEN

BACKGROUND: Adolescent Syrian refugee girls in Lebanon are thought to experience a disproportionate risk of poor sexual and reproductive health, related in part to conflict and displacement. The purpose of this qualitative study was to explore healthcare provider and educator perceptions of the sexual and reproductive health determinants and care-seeking behaviors of this vulnerable population. The findings of the study will inform a health intervention that aims to reduce early marriage and improve access to sexual and reproductive health information and services. METHODS: In-depth interviews and focus group discussions were conducted with stakeholders who work with adolescent Syrian refugee girls in an under-resourced area of eastern Lebanon bordering Syria. Data analysis followed principles of Clarke and Braun's thematic analysis. RESULTS: Study participants perceived adolescent pregnancy, reproductive tract infections, and sexual- and gender-based violence as major population health needs. The study also identified a number of influencing structural and sociocultural determinants of health, including early marriage, adolescent disempowerment, and men's disengagement from care. A conceptual framework based upon the Gelberg-Andersen Behavioral Model for Vulnerable Populations was developed to relate these determinants and guide pathways for potential interventions. CONCLUSIONS: Adolescent sexual and reproductive health interventions among Syrian refugees in Lebanon should adopt a multi-pronged, community-based approach to address underlying health determinants and engage with men and parents of adolescents. Special attention should be given to provider biases in healthcare settings accessible to adolescents, as these may reflect underlying tensions between host and refugee populations and discourage adolescents from seeking care.


Studies suggest that adolescent Syrian refugee girls in Lebanon are at risk of early marriage and related poor sexual and reproductive health outcomes, yet little is known about this population's specific sexual and reproductive health needs and care-seeking practices. To help fill this gap, we conducted a qualitative study with healthcare providers and educators who provide adolescent Syrian refugee girls with sexual and reproductive health services and education. The study aimed to better understand this population's health needs and behaviors to aid in the development of a sexual and reproductive health program for Syrian refugee girls that seeks to reduce early marriage. Respondents identified adolescent pregnancy, reproductive tract infections and sexual and gender-based violence as major health issues in this population. Early marriage, disruption of education, restrictive gender roles and men's detachment from healthcare were all recognized as potential risk factors. Stigma and bias, even among the study participants themselves, were also found to be potential barriers to care. We adapted a behavioral model for healthcare-seeking practices among vulnerable populations to categorize these risks and develop recommendations for health interventions in this community. Sexual and reproductive health initiatives in this population should be multi-faceted, community-based and aimed not only at adolescents but also their spouses and parents, who hold decision-making power.


Asunto(s)
Violencia de Género/etnología , Personal de Salud/psicología , Refugiados , Delitos Sexuales/etnología , Adolescente , Salud del Adolescente , Femenino , Humanos , Entrevistas como Asunto , Líbano/epidemiología , Masculino , Embarazo , Investigación Cualitativa , Salud Reproductiva , Siria/etnología
19.
Reprod Health ; 18(1): 130, 2021 Jun 24.
Artículo en Inglés | MEDLINE | ID: mdl-34167553

RESUMEN

BACKGROUND: The war in Syria caused the forced displacement of millions of Syrians to neighboring countries. Lebanon is the host country with the largest overall number of Syrian refugees per capita. Adolescent refugee girls experience a unique level of vulnerability during human emergencies and are at increased risk of suffering from poor sexual and reproductive health (SRH) outcomes. We conducted an exploratory qualitative study to learn about the SRH perceptions and experiences of refugee adolescent girls living in Bourj Hammoud, an urban setting in Lebanon. METHODS: We employed a qualitative design with eight focus group discussions (FGDs) conducted with 40 Syrian Arab and Syrian Kurdish adolescent girls between January and March 2020. Every FGD consisted of five participants aged 13 to 17 years. A semi-structured guide was used covering multiple themes: menstruation, puberty, SRH awareness, and sexual harassment. FGDs were transcribed and analyzed using thematic analysis. FINDINGS: The participants discussed adolescent girls' health and named six elements of good health, such as healthy activities and self-protection. The majority of the FGD participants reported a lack of awareness about menstruation when they experienced it for the first time and the social stigma associated with menstruation. When defining puberty, they indicated its social link to a girl's readiness for marriage and her need to become cautious about sexual harassment. Most FGD participants had very poor knowledge of the female reproductive system. Mothers were the most approached persons to receive information on SRH issues; however, the girls indicated a wish to receive advice from specialists in a comfortable and private atmosphere. All the girls reported that either they themselves, or an acquaintance, had experienced some type of sexual harassment. The girls rarely reported those incidents due to fear of being blamed or subjected to mobility restrictions, or forced to drop out of school. CONCLUSIONS: The findings show the refugee girls need for satisfactory knowledge on SRH issues and interventions to prevent sexual and gender-based violence that take into consideration the complexity of urban settings.


After almost 10 years of war, Syria's neighboring countries are hosting millions of Syrians who were forcibly displaced. Most prominent among these countries is Lebanon. Adolescent refugee girls are exposed to precarious conditions, which make them more prone to sexual and reproductive health (SRH) problems. This qualitative study was performed in Bourj Hammoud, an urban setting in Lebanon, in order to explore Syrian refugee adolescent girls' SRH perceptions and experiences. The agenda of the International Conference on Population and Development (ICPD) in addition to the Inter-Agency Field Manual on Reproductive Health in Humanitarian Settings (IAFM) and its Adolescent Sexual and Reproductive Health Toolkit for Humanitarian Settings issued by the Inter-Agency Working Group on Reproductive Health in Crises (IAWG) formed the framework of this study. Focus group discussions were performed with 40 Syrian Arab and Syrian Kurdish adolescent girls, each group consisting of five participants aged 13 to 17 years. Different themes were discussed within the groups including menstruation, puberty, and sexual harassment. The participants talked about the social stigma related to menstruation and the social link between puberty, a girl's readiness for marriage, and her need to be careful about sexual harassment. Most of the girls had insufficient information about the female reproductive system. The girls consulted their mothers to learn about SRH issues; however, they expressed a wish to receive well-informed advice from specialists in a safe atmosphere. All the girls reported incidents of sexual harassment, which happened either to them or to other girls they know; however, they were discouraged to report them because they feared other consequences, such as being blamed or not being allowed to go to school anymore. The outcomes of the study show the girls' urgent need to have adequate information about SRH issues and appropriate interventions to prevent sexual and gender-based violence within complex urban settings.


Asunto(s)
Conocimientos, Actitudes y Práctica en Salud , Refugiados/psicología , Salud Reproductiva , Salud Sexual , Adolescente , Femenino , Grupos Focales , Humanos , Líbano/epidemiología , Investigación Cualitativa , Acoso Sexual , Siria/etnología , Población Urbana
20.
Turk Neurosurg ; 31(4): 634-640, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-34169990

RESUMEN

AIM: To evaluate the duration of hospitalization and the factors that increase this duration in cases treated in the neonatal intensive care unit with the diagnosis of a spinal neural tube defect (NTD). MATERIAL AND METHODS: The demographic characteristics, NTD type and level, ventriculoperitoneal (V-P) shunt needs, accompanying spinal deformity, antibiotherapy applied during treatment, and intensive care stay periods of 73 patients treated in our clinic between July 2017 and 2020 were retrospectively evaluated. RESULTS: The intensive care stay of NTD cases was 7?109 (mean=23) days. Fifty-one cases (69.9%) had myeloschisis, and 22 cases (30.1%) had myelomeningocele (MMC) sac. A V-P shunt was applied to 24 cases (32.9%) during hospitalization, and additional antibiotherapy was given to 32 (43.8%) cases. CONCLUSION: In myeloschisis cases compared with MMC marsupial cases, incidences of ventricular dilatation, kyphotic/scoliotic spine pathology, V-P shunt requirement, and longer hospital stay were observed. No difference in the duration of hospitalization was found in patients who underwent defect repair between the first day and 48 h after birth. However, the length of stay in hospital increased in patients operated on after 48 h. The period was longer in cases operated after seven days postnatally. Therefore, by performing NTD surgical treatment within the first 48 hours, the need for additional antibiotherapy and hospital stay can be shortened.


Asunto(s)
Tiempo de Internación/estadística & datos numéricos , Defectos del Tubo Neural/epidemiología , Defectos del Tubo Neural/terapia , Cuidados Críticos/estadística & datos numéricos , Femenino , Humanos , Lactante , Recién Nacido , Unidades de Cuidado Intensivo Neonatal/estadística & datos numéricos , Masculino , Meningomielocele/epidemiología , Meningomielocele/cirugía , Defectos del Tubo Neural/patología , Procedimientos Neuroquirúrgicos/efectos adversos , Procedimientos Neuroquirúrgicos/métodos , Procedimientos Neuroquirúrgicos/estadística & datos numéricos , Refugiados/estadística & datos numéricos , Estudios Retrospectivos , Factores de Riesgo , Factores Socioeconómicos , Columna Vertebral/cirugía , Siria/etnología , Resultado del Tratamiento , Turquía/epidemiología , Derivación Ventriculoperitoneal/efectos adversos , Derivación Ventriculoperitoneal/métodos , Derivación Ventriculoperitoneal/estadística & datos numéricos
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