Relationship between high-risk behavior and mental health problems using latent factor regression for grouped outcomes model

2021 ◽  
Vol 62 (2) ◽  
Author(s):  
Afshin ALMASI ◽  
Youkhabeh MOHAMMADIAN ◽  
Behzad MAHAKI ◽  
Parisa POURNAZARI
2021 ◽  
Vol 12 ◽  
Author(s):  
Jung Hyun Lee ◽  
Dayoung Lee ◽  
Soyoen Hyun ◽  
Ji Sun Hong ◽  
Chang-Hoon Kim ◽  
...  

Experiences of infectious diseases cause stressful and traumatic life events, hence, coronavirus disease 2019 (COVID-19) patients could suffer from various mental health problems requiring psychological support services. This study investigates the severity of mental health problems among confirmed COVID-19 patients. From March to November 2020, we collected the data from 118 COVID-19 patients who voluntarily participated in the National Center for Disaster Trauma's online mental health assessment consisting of self-report scales like Primary Care of Posttraumatic Stress Disorder screen (PC-PTSD), Generalized Anxiety Disorder-7 (GAD-7), Patient Health Questionnaire-9 (PHQ-9), Patient Health Questionnaire-15 (PHQ-15), and P4 Suicidality Screener. For control, 116 other disaster-experienced and 386 non-COVID-19-experienced participants were recruited. The COVID-19 patients showed more severe symptoms including post-traumatic symptoms, depression, anxiety, and somatic symptoms than control groups across all four screening scales (p < 0.001). Regarding high-risk, COVID-19 patients had an increased association with high-risk compared to the comparison groups (PC-PTSD: OR = 24.16, 95% CI = 13.52–43.16 p < 0.001; PHQ-9: OR = 14.45, 95% CI = 8.29–25.19, p < 0.001; GAD-7: OR=20.71, 95% CI = 10.74–39.96, p < 0.001; PHQ-15: OR = 5.65, 95% CI = 3.44–9.25, p < 0.001; P4: OR = 14.67, 95% CI = 8.95–25.07, p < 0.001). This study's results imply that there is a high-risk of overall mental health problems, especially stronger associations of post-traumatic stress symptoms, in COVID-19 patients. These findings help inform practitioners about the psychological responses to COVID-19 experiences and to prepare appropriate interventions and services for the incremental number of confirmed cases.


2019 ◽  
Author(s):  
André R. Simioni ◽  
Daniel S. Pine ◽  
João R. Sato ◽  
Pedro M. Pan ◽  
Rochele Paz Fonseca ◽  
...  

ABSTRACTObjectiveTo evaluate the reliability and predictive utility of a time-efficient cognitive development chart that seeks to identify children and adolescents with high-risk for multiple outcomes such as mental health problems, substance use, and educational difficulties.MethodWe analyzed data from the Brazilian High-Risk Cohort for Psychiatric Disorders (HRC), a longitudinal school-based study conducted from 2010-2011 to 2013-2014. Participants were 2,239 children and adolescents, 6 to 17 years of age, who completed the cognitive assessment at baseline. The task used to track cognitive development was the Two Choice Reaction Time task (<3 minutes of duration, computer-based), which assesses the accuracy and speed of perceptual decision-making. Mental health, substance use, and educational outcomes were assessed by validated standardized methods. Key variables were measured at baseline and 3-year follow-up. The predictive utility was assessed using static (deviations from the age-expected performance at baseline) and dynamic (deviations from the age-expected change in performance over time) indicators.ResultsThe reliability of the task parameter was high (intra-class correlation coefficient = 0.8). Static indicators of cognitive development significantly predicted concurrent mental, intellectual and educational difficulties, as well as incident and persistent educational difficulties and substance use in the 3-year follow-up. Dynamic indicators predicted persistent mental health problems.ConclusionPrimary-care and mental health professionals need a time-efficient tool for tracking deviations from age-expected cognitive development, which predicts multiple unwanted outcomes at the same time. If replicated, future results could support the generation of tools for tracking risk for mental health, substance use, and educational difficulties.


2021 ◽  
Author(s):  
Fatima Sidiqi

This study seeks to understand the factors that influence the perceived mental health of Afghan, Colombian and Karen (Burmese) refugees post-migration to Canada. It also examines what the differences and commonalities are among and between these groups with regards to the factors that influence their perceived mental health. Moreover, it explores whether these groups perceived that, as a result of their exposure to pre-migration trauma that they are at a high risk for developing mental health problems when they experience post-migration stressors. This study found that contextual factors, discrimination, and lack of resources and support affect refugee groups’ perceived mental health post-migration to Canada. Another finding was that only the Karen (Burmese) participants (some) reported that, a result of their exposure to pre-migration trauma that post-migration stressors affect them greatly. The information found in this study could potentially be used to inform policies and programs that protect refugee health.


2012 ◽  
Vol 69 (9) ◽  
pp. 747-752
Author(s):  
Momcilo Mirkovic ◽  
Snezana Simic ◽  
Goran Trajkovic

Background/Aim. Mental health disorders lead to disorder of effective functioning of people and deterioration of quality of life. Early detection of individuals at risk of mental health disorders is extremely important from the aspect of mental health disorders prevention. The aim of the research was to determine the frequency of mental health problems among adult residents of northern Kosovska Mitrovica and to examine the association between frequency of mental health problems and socio-demographic and other characteristics of the population obtained by the questionnaire. Methods. The cross-sectional study on the representative sample of adult residents of northern Kosovska Mitrovica was performed in October 2009. To obtain information about the characteristics of mental health the Goldberg?s General Health Questionnaire (GHQ-28) was used. For performing survey at site the method of rapid epidemiological assessment was chosen. Statistical analysis included the methods of descriptive statistics, multivariate regression analysis and calculation of the Cronbach?s alpha coefficient of internal consistency of the questionnaire. Results. Mental health problems (total score) were present in almost half of the respondents (49.2%). Psychosomatic problems were present in more than half of the respondents (55.4%), while anxiety and insomnia were present in almost half of the respondents (49.2%). Social dysfunction had more than three fifths of the respondents (63.1%) and depression more than a quarter of the respondents (28.5%). More positive responses in the questionnaire were statistically significantly associated with older age, poor financial situation, abuse and assessing of the current political-security situation as high risk. The value of Cronbach?s alpha coefficient was 0.705. Conclusions. Almost half of the respondents (49.2%) of North Kosovska Mitrovica had mental health problems. Mental health problems were associated with older age, poor financial situation, abuse and considering the current political security situation as high-risk factor.


2020 ◽  
Vol 4 (Supplement_1) ◽  
pp. 441-441
Author(s):  
Sarah Laditka ◽  
James Laditka ◽  
Ahmed Arif

Abstract Mental health problems have surpassed musculoskeletal injuries as causes of work disability. Workers in certain occupations may have high risks for mental health problems and premature death even after retirement. People in high risk occupations for many years may be particularly vulnerable, along with groups with higher health risks such as rural residents. Little research examines their occupation-related risks. No research has examined how occupational exposures affect mental health in retirement. We studied these life course risks using the nationally representative Panel Study of Income Dynamics, following participants 36 years beginning 1981, with annual measures of occupation and distress (n=16,994; 129,880 occupation measures; 415 deaths). We estimated hazards of developing distress in occupations hypothesized to have high and low distress risks, adjusted for factors associated with occupational choice and mental health including age, education, income, race/ethnicity, sex, childhood and midlife health, and family trauma. Compared to low risk occupations, working in high risk occupations was associated with 20% elevated odds of distress (adjusted odds ratio, OR 1.20, 95% confidence interval, CI 1.13 1.28) and 55% elevated risk of death (hazard ratio 1.55, CI 1.11-2.16). Each additional year in a high risk occupation increased the odds by 5%. Rural residents had the highest occupation-related distress risk (adjusted OR 3.05, CI 2.39-3.97). At ages 70+ each additional past exposure year was associated with 2% higher distress risk (p&lt;0.05), and 4.6% higher mortality (p&lt;0.05). Workers in certain occupations have high risks of psychological distress and death, even after retirement.


Author(s):  
Ignacio Ricci-Cabello ◽  
Jose F. Meneses-Echavez ◽  
Maria Jesús Serrano-Ripoll ◽  
David Fraile-Navarro ◽  
Maria Antònia Fiol de Roque ◽  
...  

ABSTRACTObjectivesTo examine the impact of providing healthcare during or after health emergencies caused by viral epidemic outbreaks on healthcare workers′(HCWs) mental health, and to assess the available evidence base regarding interventions to reduce such impact.DesignSystematic rapid review and meta-analysis.Data sourcesMEDLINE, Embase, and PsycINFO, searched up to 23 March 2020.MethodWe selected observational and experimental studies examining the impact on mental health of epidemic outbreaks on HCWs. One reviewer screened titles and abstracts, and two reviewers independently reviewed full texts. We extracted study characteristics, symptoms, prevalence of mental health problems, risk factors, mental health interventions, and its impact. We assessed risk of bias for each individual study and used GRADE to ascertain the certainty of the evidence. We conducted a narrative and tabulated synthesis of the results. We pooled data using random-effects meta-analyses to estimate the prevalence of specific mental health problems.ResultsWe included 61 studies (56 examining impact on mental health and five about interventions to reduce such impact). Most were conducted in Asia (59%), in the hospital setting (79%), and examined the impact of the SARS epidemic (69%). The pooled prevalence was higher for anxiety (45%, 95% CI 21 to 69%; 6 studies, 3,373 participants), followed by depression (38%, 95% CI 15 to 60%; 7 studies, 3,636 participants), acute stress disorder (31%, 95% CI 0 to 82%, 3 studies, 2,587 participants), burnout (29%, 95% CI 25 to 32%; 3 studies; 1,168 participants), and post-traumatic stress disorder (19%, 95% CI 11 to 26%, 10 studies, 3,121 participants). Based on 37 studies, we identified factors associated with the likelihood of developing those problems, including sociodemographic (younger age and female gender), social (lack of social support, social rejection or isolation, stigmatization), and occupational (working in a high risk environment (frontline staff), specific occupational roles (e.g., nurse), and lower levels of specialised training, preparedness and job experience) factors. Five studies reported interventions for frontline HCW, two of which were educational and aimed to prevent mental health problems by increasing HCWs′ resilience. These interventions increased confidence in support and training, pandemic self-efficacy, and interpersonal problems solving (very low certainty). One multifaceted intervention implemented training and organisational changes) targeted at hospital nurses during the SARS epidemic, reporting improvements in anxiety, depression, and sleep quality (very low certainty). The two remaining interventions, which were multifaceted and based on psychotherapy provision, did not assess their impact.ConclusionThe prevalence of anxiety, depression, acute and post-traumatic stress disorder, and burnout, was high both during and after the outbreaks. These problems not only have a long-lasting effect on the mental health of HCWs, but also hinder the urgent response to the current COVID-19 pandemic, by jeopardising attention and decision-making. Governments and healthcare authorities should take urgent actions to protect the mental health of HCWs. In light of the limited evidence regarding the impact of interventions to tackle mental health problems in HCWs, the risk factors identified in this study, more so when they are modifiable, represent important targets for future interventions.SUMARY BOX1:What is already known on this topic?Previous studies showed that healthcare workers involved providing frontline care during viral epidemic outbreaks are at high risk of developing mental health problems.Given the current COVID-19 pandemic, there is an urgent need to synthesize the evidence regarding the impact of viral epidemic outbreaks on mental health of healthcare workers.2:What does this study add?This timely systematic rapid review offers for the first time pooled estimations of the prevalence of the most common mental health problems experienced by HCWs during and after viral epidemic outbreaks, namely anxiety (45%), depression (38%), and acute stress disorder (31%), among others.Our study also identifies a broad number of factors associated with these conditions, including sociodemographic factors such as younger age and female gender, social factors such as lack of social support, social rejection or isolation, stigmatization, and occupational factors such as working in a high risk environment, specific occupational roles, and having lower levels of specialised training, preparedness and job experience.Our study shows that, although educational and multifaceted interventions might mitigate the development of mental health problems, the certainty on the evidence is very low - therefore indicating that further high quality research is urgently needed to inform evidence-based policies for viral pandemics.


2021 ◽  
Author(s):  
Fatima Sidiqi

This study seeks to understand the factors that influence the perceived mental health of Afghan, Colombian and Karen (Burmese) refugees post-migration to Canada. It also examines what the differences and commonalities are among and between these groups with regards to the factors that influence their perceived mental health. Moreover, it explores whether these groups perceived that, as a result of their exposure to pre-migration trauma that they are at a high risk for developing mental health problems when they experience post-migration stressors. This study found that contextual factors, discrimination, and lack of resources and support affect refugee groups’ perceived mental health post-migration to Canada. Another finding was that only the Karen (Burmese) participants (some) reported that, a result of their exposure to pre-migration trauma that post-migration stressors affect them greatly. The information found in this study could potentially be used to inform policies and programs that protect refugee health.


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