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Hermosilla S, Choi KW, Askari MS, Marks T, Denckla C, Axinn W, Smoller JW, Ghimire D, Benjet C. What can we learn about polytrauma typologies by comparing population-representative to trauma-exposed samples: A Nepali example. J Affect Disord 2022; 314:201-210. [PMID: 35810829 PMCID: PMC9869468 DOI: 10.1016/j.jad.2022.07.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 06/14/2022] [Accepted: 07/03/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Potentially traumatic events (PTEs) are common and associated with detrimental outcomes over the life-course. Previous studies exploring the causes and consequences of PTE-exposure profiles are often from high-income settings and fail to explore the implications of sample selection (i.e., population-representative versus PTE-restricted). METHODS Among individuals in the Nepal Chitwan Valley Family Study, latent class analyses (LCA) were performed on 11 self-reported PTEs collected by the Nepali version of the World Mental Health Consortium's Composite International Diagnostic Interview 3.0 from 2016 to 2018, in a population-representative sample (N = 10,714), including a PTE-restricted subsample (N = 9183). Multinomial logistic regressions explored relationships between sociodemographic factors and class membership. Logistic regressions assessed relationships between class membership and psychiatric outcomes. RESULTS On average, individuals were exposed to 2 PTEs in their lifetime. A five-class solution showed optimal fit for both samples; however, specific classes were distinct. No single sociodemographic factor was universally associated with PTE class membership in the population-representative sample; while several factors (e.g., age, age at incident PTE, education, marital status, and migration) were consistently associated with class membership in the PTE-subsample. PTE class membership differentiated psychiatric outcomes in the population-representative sample more than the PTE-subsample. LIMITATIONS Primary limitations are related to the generalizability to high-income settings, debate on LCA model fit statistic usage for final class selection, and cross-sectional nature of data collection. CONCLUSIONS Although population-representative samples provide information applicable to large-scale, population-based programming and policy, PTE-subsample analyses may provide additional nuance in PTE profiles and their consequences, important for specialized prevention efforts.
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Affiliation(s)
- Sabrina Hermosilla
- Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, USA.
| | - Karmel W Choi
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Melanie S Askari
- Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Taylor Marks
- Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Christy Denckla
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - William Axinn
- Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, USA
| | - Jordan W Smoller
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA; Stanley Center for Psychiatric Research, Broad Institute, Boston, MA, USA
| | - Dirgha Ghimire
- Population Studies Center, Institute for Social Research, University of Michigan, Ann Arbor, USA; Institute for Social and Environmental Research-Nepal, Chitwan, Nepal
| | - Corina Benjet
- Department of Epidemiology and Psychosocial Research, National Institute of Psychiatry Ramón de la Fuente Muñiz, Mexico City, Mexico
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Mekawi Y, Kuzyk E, Dixon HD, McKenna B, Camacho L, de Andino AM, Stevens J, Michopolous V, Powers A. Characterizing Typologies of Polytraumatization: A Replication and Extension Study Examining Internalizing and Externalizing Psychopathology in an Urban Population. Clin Psychol Sci 2021; 9:1144-1163. [PMID: 35359798 PMCID: PMC8966626 DOI: 10.1177/21677026211000723] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/29/2023]
Abstract
A person-centered approach to examining trauma has uncovered typologies of polytraumatization that are differentially associated with psychopathology. However, previous research is limited by narrow conceptualizations of trauma, limited distal outcomes, and underrepresentation of minorities. To address these gaps, we used latent profile analyses to uncover distinct polytraumatization typologies and examine four symptom-based (PTSD, depression, aggression, and substance abuse) and two behavior-based (self-harm, jail counts) outcomes in a sample of low-income adults (n = 7,426, 94% African American). The models were indicated by 19 traumatic experiences (e.g., accident, sexual assault, witnessing/experiencing violence). The best fitting model uncovered five classes: minimal trauma, physical abuse, violence exposure, sexual abuse, and polytrauma. Classes characterized by significant and varied trauma were higher on both internalizing and externalizing psychopathology, while those characterized by specific types of trauma were only higher on one type of psychopathology. Implications for the assessment and treatment of trauma-related disorders are discussed.
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Affiliation(s)
- Yara Mekawi
- Department of Psychiatry and Brain Science, Emory School of Medicine
| | - Eva Kuzyk
- Department of Psychiatry and Brain Science, Emory School of Medicine
| | - H. Drew Dixon
- Department of Psychiatry and Brain Science, Emory School of Medicine
| | | | - Luisa Camacho
- Department of Psychiatry and Brain Science, Emory School of Medicine
| | | | - Jennifer Stevens
- Department of Psychiatry and Brain Science, Emory School of Medicine
| | | | - Abigail Powers
- Department of Psychiatry and Brain Science, Emory School of Medicine
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Garami J, Valikhani A, Parkes D, Haber P, Mahlberg J, Misiak B, Frydecka D, Moustafa AA. Examining Perceived Stress, Childhood Trauma and Interpersonal Trauma in Individuals With Drug Addiction. Psychol Rep 2018; 122:433-450. [PMID: 29569991 DOI: 10.1177/0033294118764918] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
The investigation of psychosocial factors in relation to opiate addiction is limited and typically uses binary measures to assess how incidences of childhood trauma correlate with addiction. There has also been a lack of enquiry into how experiences of noninterpersonal versus interpersonal trauma may impact drug use addiction. In this regard, the current study utilized a novel measurement of interpersonal versus noninterpersonal lifetime trauma and a scale assessing severity of childhood trauma to examine how these factors may impact patients with opioid addiction. The interaction between these factors and current perceived stress was also examined. Thirty-six opioid-dependent individuals (recruited from the Drug Health Services and Opioid Treatment Program at the Royal Prince Alfred Hospital in Sydney, Australia) and 33 healthy controls completed the Childhood Maltreatment Questionnaire, Lifetime Trauma Survey, and Perceived Levels of Stress Scale. The patient group reported significantly greater childhood trauma severity, more incidences of lifetime trauma, and higher perceived stress than controls. Logistic regression analyses indicated that the severity of childhood trauma was more strongly associated with addiction status than perceived stress. A greater number of lifetime trauma incidence was the best predictor of addiction. Contrary to expectations, noninterpersonal lifetime trauma was a better predictor of addiction status than was interpersonal lifetime trauma. Results suggest that lifetime trauma and childhood trauma may play an important factor in opioid addiction over what can be accounted for by stress.
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Affiliation(s)
- Julia Garami
- School of Social Sciences and Psychology, Western Sydney University, Milperra, New South Wales, Australia
| | - Ahmad Valikhani
- Department of Clinical Psychology, Faculty of Education and Psychology, Shiraz University, Shiraz, Islamic Republic of Iran
| | - Denise Parkes
- Western Sydney University, Milperra, New South Wales, Australia
| | - Paul Haber
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Justin Mahlberg
- School of Social Sciences and Psychology, Western Sydney University, Milperra, New South Wales, Australia
| | - Blazej Misiak
- Uniwersytet Medyczny im Piastow Slaskich we Wroclawiu, Wroclaw, Dolnoslaskie, Poland
| | - Dorota Frydecka
- Uniwersytet Medyczny im Piastow Slaskich we Wroclawiu, Wroclaw, Dolnoslaskie, Poland
| | - Ahmed A Moustafa
- School of Social Sciences and Psychology, Western Sydney University, Milperra, New South Wales, Australia
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Contractor AA, Caldas S, Fletcher S, Shea MT, Armour C. Empirically derived lifespan polytraumatization typologies: A systematic review. J Clin Psychol 2018; 74:1137-1159. [DOI: 10.1002/jclp.22586] [Citation(s) in RCA: 49] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 09/18/2017] [Accepted: 11/14/2017] [Indexed: 11/07/2022]
Affiliation(s)
| | - Stephanie Caldas
- Department of Psychology; University of North Texas; Denton TX USA
| | - Shelley Fletcher
- Psychology Research Institute, Coleraine Campus; Ulster University; Northern Ireland
| | - M. Tracie Shea
- Department of Veteran Affairs; Providence VA Medical Center; Providence RI USA
- Department of Psychiatry and Human Behavior; Warren Alpert Medical School of Brown University; Providence RI USA
| | - Cherie Armour
- Psychology Research Institute, Coleraine Campus; Ulster University; Northern Ireland
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O'Donnell ML, Schaefer I, Varker T, Kartal D, Forbes D, Bryant RA, Silove D, Creamer M, McFarlane A, Malhi G, Felmingham K, Van Hoof M, Hadzi-Pavlovic D, Nickerson A, Steel Z. A systematic review of person-centered approaches to investigating patterns of trauma exposure. Clin Psychol Rev 2017; 57:208-225. [DOI: 10.1016/j.cpr.2017.08.009] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 08/29/2017] [Accepted: 08/29/2017] [Indexed: 10/18/2022]
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Kristjansson S, McCutcheon VV, Agrawal A, Lynskey MT, Conroy E, Statham DJ, Madden PAF, Henders AK, Todorov AA, Bucholz KK, Degenhardt L, Martin NG, Heath AC, Nelson EC. The variance shared across forms of childhood trauma is strongly associated with liability for psychiatric and substance use disorders. Brain Behav 2016; 6:e00432. [PMID: 26811803 PMCID: PMC4720689 DOI: 10.1002/brb3.432] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 09/25/2015] [Accepted: 12/16/2015] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Forms of childhood trauma tend to co-occur and are associated with increased risk for psychiatric and substance use disorders. Commonly used binary measures of trauma exposure have substantial limitations. METHODS We performed multigroup confirmatory factor analysis (CFA), separately by sex, using data from the Childhood Trauma (CT) Study's sample of twins and siblings (N = 2594) to derive three first-order factors (childhood physical abuse, childhood sexual abuse, and parental partner abuse) and, as hypothesized, one higher order, childhood trauma factor (CTF) representing a measure of their common variance. RESULTS CFA produced a good-fitting model in the CT Study; we replicated the model in the Comorbidity and Trauma (CAT) Study's sample (N = 1981) of opioid-dependent cases and controls. In both samples, first-order factors are moderately correlated (indicating they measure largely unique, but related constructs) and their loadings on the CTF suggest it provides a reasonable measure of their common variance. We examined the association of CTF score with risk for psychiatric and substance use disorders in these samples and the OZ-ALC GWAS sample (N = 1538) in which CT Study factor loadings were applied. We found that CTF scores are strongly associated with liability for psychiatric and substance use disorders in all three samples; estimates of risk are extremely consistent across samples. CONCLUSIONS The CTF is a continuous, robust measure that captures the common variance across forms of childhood trauma and provides a means to estimate shared liability while avoiding multicollinearity.
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Affiliation(s)
- Sean Kristjansson
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Vivia V McCutcheon
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Arpana Agrawal
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Michael T Lynskey
- Institute of Psychiatry, Psychology, and Neuroscience King's College London UK
| | - Elizabeth Conroy
- Centre for Health Research University of Western Sydney Sydney Australia
| | - Dixie J Statham
- QIMR Berghofer Medical Research Institute Brisbane Australia
| | - Pamela A F Madden
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | | | - Alexandre A Todorov
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Kathleen K Bucholz
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Louisa Degenhardt
- National Drug and Alcohol Research Center University of New South Wales Sydney Australia
| | | | - Andrew C Heath
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
| | - Elliot C Nelson
- Alcoholism Research Center Washington University School of Medicine St. Louis Missouri 63110
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Duncan AE, Sartor CE, Jonson-Reid M, Munn-Chernoff MA, Eschenbacher MA, Diemer EW, Nelson EC, Waldron M, Bucholz KK, Madden PA, Heath AC. Associations between body mass index, post-traumatic stress disorder, and child maltreatment in young women. CHILD ABUSE & NEGLECT 2015; 45:154-62. [PMID: 25770346 PMCID: PMC4470860 DOI: 10.1016/j.chiabu.2015.02.007] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Revised: 02/03/2015] [Accepted: 02/09/2015] [Indexed: 05/16/2023]
Abstract
The objective of this study was to examine interrelationships between child maltreatment, post-traumatic stress disorder (PTSD) and body mass index (BMI) in young women. We used multinomial logistic regression models to explore the possibility that PTSD statistically mediates or moderates the association between BMI category and self-reported childhood sexual abuse (CSA), physical abuse (CPA), or neglect among 3,699 young women participating in a population-based twin study. Obese women had the highest prevalence of CSA, CPA, neglect, and PTSD (p<.001 for all). Although all three forms of child maltreatment were significantly, positively associated with overweight and obesity in unadjusted models, only CSA was significantly associated with obesity after adjusting for other forms of maltreatment and covariates (OR=2.21, 95% CI: 1.63, 3.00). CSA and neglect, but not CPA, were associated with underweight in unadjusted models; however, after adjusting for other forms of maltreatment and covariates, the associations were no longer statistically significant (OR=1.43, 95% CI: 0.90-2.28 and OR=2.16, 95% CI: 0.90-5.16 for CSA and neglect, respectively). Further adjustment for PTSD generally resulted in modest attenuation of effects across associations of child maltreatment forms with BMI categories, suggesting that PTSD may, at most, be only a weak partial mediator of these associations. Future longitudinal studies are needed to elucidate the mechanisms linking CSA and obesity and to further evaluate the role of PTSD in associations between child maltreatment and obesity.
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Affiliation(s)
- Alexis E. Duncan
- George Warren Brown School of Social Work, Washington University, St. Louis, MO
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Carolyn E. Sartor
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT
| | - Melissa Jonson-Reid
- George Warren Brown School of Social Work, Washington University, St. Louis, MO
| | - Melissa A. Munn-Chernoff
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | | | - Elizabeth W. Diemer
- George Warren Brown School of Social Work, Washington University, St. Louis, MO
| | - Elliot C. Nelson
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Mary Waldron
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- School of Education, Indiana University, Bloomington, IN
| | - Kathleen K. Bucholz
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Pamela A.F. Madden
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
| | - Andrew C. Heath
- Midwest Alcoholism Research Center, Washington University School of Medicine, St. Louis, MO
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO
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Tracy M, Morgenstern H, Zivin K, Aiello AE, Galea S. Traumatic event exposure and depression severity over time: results from a prospective cohort study in an urban area. Soc Psychiatry Psychiatr Epidemiol 2014; 49:1769-82. [PMID: 24816599 PMCID: PMC6684030 DOI: 10.1007/s00127-014-0884-2] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2013] [Accepted: 04/14/2014] [Indexed: 01/30/2023]
Abstract
PURPOSE A substantial proportion of adults experience traumatic events each year, yet little is known about the effects of different types of traumatic events on depression severity over time. We prospectively assessed the effects of traumatic event exposure during a 1-year period on changes in depression severity during that period among a representative sample of adults living in Detroit, Michigan in the United States. METHODS We used data from 1,054 participants in the first two waves of the Detroit Neighborhood Health Study (2008-2010). Depression severity was measured with the Patient Health Questionnaire-9 (PHQ-9). Negative binomial regression was used to estimate the effect of traumatic event exposure on depression severity at Wave 2, adjusting for Wave 1 PHQ-9 score and potential confounders. RESULTS The mean depression severity score at Wave 2 among those exposed to at least one traumatic event during follow-up was 1.71 times higher than among those with no traumatic event exposure [95 % confidence interval (CI) 1.27-2.29]. Also positively associated with depression severity at Wave 2 (vs. no traumatic events) were assaultive violence (mean ratio 2.49, 95 % CI 1.41-4.38), injuries and other directly experienced shocking events (mean ratio 2.59, 95 % CI 1.62-3.82), and three or more traumatic events (mean ratio 2.58, 95 % CI 1.62-4.09). CONCLUSIONS Violence, injuries, and other directly experienced traumatic events increase depression severity and may be useful targets for interventions to alleviate the burden of depression in urban areas.
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Affiliation(s)
- Melissa Tracy
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 W. 168th St., Room 515, New York, NY, 10032, USA,
| | - Hal Morgenstern
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA,Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA,Department of Urology, School of Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kara Zivin
- Department of Psychiatry, School of Medicine, University of Michigan, Ann Arbor, MI 48109, USA,Department of Veterans Affairs, Ann Arbor, MI 48113, USA
| | - Allison E. Aiello
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sandro Galea
- Department of Epidemiology, Mailman School of Public Health, Columbia University, 722 W. 168th St., Room 515, New York, NY 10032, USA
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Rytwinski NK, Scur MD, Feeny NC, Youngstrom EA. The co-occurrence of major depressive disorder among individuals with posttraumatic stress disorder: a meta-analysis. J Trauma Stress 2013; 26:299-309. [PMID: 23696449 DOI: 10.1002/jts.21814] [Citation(s) in RCA: 411] [Impact Index Per Article: 37.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Although co-occurring posttraumatic stress disorder (PTSD) and major depressive disorder (MDD) is associated with greater distress, impairment, and health care utilization than PTSD alone, the magnitude of this problem is uncertain. This meta-analysis aimed to estimate the mean prevalence of current MDD co-occurrence among individuals with PTSD and examine potential moderating variables (U.S. nationality, gender, trauma type, military service, referral type) that may influence the rate of PTSD and MDD co-occurrence. Meta-analytic findings (k = 57 studies; N = 6,670 participants) revealed that 52%, 95% confidence interval [48, 56], of individuals with current PTSD had co-occurring MDD. When outliers were removed, military samples and interpersonal traumas demonstrated higher rates of MDD among individuals with PTSD than civilian samples and natural disasters, respectively. U.S. nationality, gender, and referral type did not significantly account for differences in co-occurrence rates. This high co-occurrence rate accentuates the importance of routinely assessing MDD among individuals with PTSD and continuing research into the association between these disorders.
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Affiliation(s)
- Nina K Rytwinski
- Department of Psychological Sciences, Case Western Reserve University, Cleveland, OH 44106, USA.
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Caetano JA, Lima MA, Silva DA, Nascimento JCD. Repercussão da visão monocular após trauma ocular. Rev Bras Enferm 2011; 64:845-8. [DOI: 10.1590/s0034-71672011000500007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2010] [Accepted: 12/13/2011] [Indexed: 11/22/2022] Open
Abstract
Pesquisa qualitativa convergente assistencial, que objetivou identificar percepções e significados referentes à perda visual de pacientes que apresentavam visão monocular devido ao trauma ocular. Participaram seis vítimas de trauma ocular com visão monocular, de um hospital referência em emergência. Os dados emergiram das falas das pessoas no grupo de convivência e de entrevistas semiestruturadas. Os resultados demonstraram expectativa de voltar a enxergar, dúvida quanto ao diagnóstico e ausência de acompanhamento, o qual despertou sentimento de angústia e situação conflituosa relacionada à perda da independência. O grupo de convivência foi considerado um elemento que contribuiu para um viver mais saudável, ao promover a troca de experiências e o compartilhar de saberes.
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