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Losing a job is one of life's most stressful events. Furthermore, maladaptive reactions to unemployment can trap people in a vicious cycle that derails their reemployment efforts. The current research tested whether a brief values-based self-affirmation intervention increases the odds of reemployment after a job loss and during unemployment, which presumably breaks this vicious cycle. Two field experiments, including one with a governmental employment agency, found that a 15-min self-affirmation exercise-i.e., reflecting on one's most important values-increased key employment-related outcomes after 4 wk, including the probability and speed of reemployment and the number of job offers. Because the ordeal of job loss and the probability of reemployment may be particularly challenging for individuals above the age of 50 y, we also explored whether the intervention was equally effective for those above and below 50 y of age. Demonstrating the generality of this effect, the efficacy of the intervention did not differ between individuals below and above the age of 50, and it was also effective for both recently unemployed and chronically unemployed individuals. Because self-affirmations have more typically been tested in educational contexts, the current research demonstrates the wide-ranging value of this intervention. By diminishing the vicious cycle of unemployment, the present studies show how a simple self-affirmation intervention can help individuals succeed in the labor market.
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Emprego , Desemprego , Humanos , Ligante de CD40 , Exercício Físico , Órgãos GovernamentaisRESUMO
US earnings inequality has not increased in the last decade. This marks the first sustained reversal of rising earnings inequality since 1980. We document this shift across eight data sources using worker surveys, employer-reported data, and administrative data. The reversal is due to a shrinking gap between low-wage and median-wage workers. In contrast, the gap between top and median workers has persisted. Rising pay for low-wage workers is not mainly due to the changing composition of workers or jobs, minimum wage increases, or workplace-specific sources of inequality. Instead, it is due to broadly rising pay in low-wage occupations, which has particularly benefited workers in tightening labor markets. Rebounding post-Great Recession labor demand at the bottom offset enduring drivers of inequality.
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Renda , Salários e Benefícios , Humanos , Ocupações , Fatores Socioeconômicos , Local de TrabalhoRESUMO
INTRODUCTION: Despite increasing numbers of working-age cancer survivors, evidence on their future work-related circumstances is limited. This study examined their future sick leave, disability pension, and unemployment benefits compared to matched cancer-free individuals. METHODS: A matched cohort study was conducted using nationwide Swedish registers. In total, 94,411 individuals aged 25 to 59 years when diagnosed with incident cancer in 2001-2012 and who returned to work after cancer were compared with their matched cancer-free individuals (N = 354,814). Follow-up started from the year before cancer diagnosis and continued up to 14 years. Generalized estimating equations were used to calculate incidence rate ratios (IRR) and odds ratios for the difference between cancer survivors and matched cancer-free individuals. RESULTS: Compared with cancer-free individuals, cancer survivors had six times higher sick-leave days per year after cancer (IRR 6.25 [95% CI, 5.97-6.54] for men; IRR, 5.51 [5.39-5.64] for women). This higher number of sick-leave days declined over time but a two-fold difference persisted. An approximate 1.5 times higher risk of receiving disability pension remained during follow-up. The unemployment days tended to be lower for cancer survivors (IRR, 0.84 [0.75-0.94] for men; IRR, 0.91 [0.86-0.96] for women). Risk of sick leave and disability pension was higher among those with leukemia, colorectal, and breast cancer than skin and genitourinary cancers. CONCLUSIONS: Cancer survivors who returned to work experienced a high and persisting sick leave and disability pension for over a decade. Prolonged receipt of a high amount of benefits may have long-term adverse impacts on financial circumstances; more knowledge to promote the environment that encourages returning to and remaining in work is needed.
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BACKGROUND: While unemployment is known to increase the risk of suicide, its cumulative effect remains underexplored. This study investigates how unemployment affects suicide mortality and whether the effect varies based on the number of unemployment spells using two years of nationwide data. METHODS: Using the data from the National Statistical Office and Employment Insurance Database for 2018 and 2019, we identified an average of 2365 cases of suicide over two years among 7.76 million workers aged 25-64 years who had been employed within one year before their suicide. The number of unemployment spells was counted using the employment history of the past five years. We calculated crude suicide mortality rates per 100 000 population, age- and sex- standardized mortality rates (SMRs), and proportionate mortality rates (PMRs) for suicide. RESULTS: Over the two years, the crude suicide rate was 30.0 per 100 000 among the general population and 30.5 among workers. Workers with no unemployment spells in the past five years had a significantly lower SMR (0.44; 0.42-0.46), while those with four or more unemployment spells had a significantly higher SMR (3.13; 2.92-3.35) than the general population. These findings were consistent across all sex and age groups. Additionally, workers with four or more unemployment spells had a significantly higher PMR than the general population. CONCLUSION: The impact of unemployment on suicide mortality intensifies as the number of unemployment spells increases. These results underscore the necessity for additional social and psychological support along with economic assistance for individuals facing recurrent unemployment.
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Among sexual minority men (SMM), HIV and use of stimulants such as methamphetamine are linked with immune activation and systemic inflammation. Throughout the COVID-19 pandemic, SMM encountered financial challenges and structural obstacles that might have uniquely contributed to immune dysregulation and systemic inflammation, beyond the impacts of HIV and stimulant use. Between August 2020 and February 2022, 72 SMM with and without HIV residing in South Florida enrolled in a COVID-19 prospective cohort study. Multiple linear regression analyses examined unemployment, homelessness, and history of arrest as structural correlates of soluble markers of immune activation (i.e., sCD14 and sCD163) and inflammation (i.e., sTNF-α receptors I and II) at baseline after adjusting for HIV status, stimulant use, and recent SARS-CoV-2 infection. Enrolled participants were predominantly Latino (59%), gay-identified (85%), and with a mean age of 38 (SD, 12) years with approximately one-third (38%) of participants living with HIV. After adjusting for HIV status, SARS-CoV-2 infection, and recent stimulant use, unemployment independently predicted higher levels of sCD163 (ß = 0.24, p = 0.04) and sTNF-α receptor I (ß = 0.26, p = 0.02). Homelessness (ß = 0.25, p = 0.02) and history of arrest (ß = 0.24, p = 0.04) independently predicted higher levels of sCD14 after adjusting for HIV status, SARS-CoV-2 infection, and recent stimulant use. Independent associations exist between structural barriers and immune activation and systemic inflammation in SMM with and without HIV. Future longitudinal research should further elucidate complex bio-behavioral mechanisms linking structural factors with immune activation and inflammation.
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Biomarcadores , COVID-19 , Infecções por HIV , Inflamação , Minorias Sexuais e de Gênero , Humanos , Masculino , Infecções por HIV/imunologia , Adulto , Minorias Sexuais e de Gênero/estatística & dados numéricos , COVID-19/imunologia , Florida/epidemiologia , Biomarcadores/sangue , Estudos Prospectivos , Pessoa de Meia-Idade , SARS-CoV-2 , Receptores de Lipopolissacarídeos/sangue , Antígenos de Diferenciação Mielomonocítica/sangue , Receptores de Superfície Celular , Antígenos CD/sangue , Pessoas Mal Alojadas/estatística & dados numéricosRESUMO
INTRODUCTION: Epilepsy accounts for a substantial part of the global burden of disability. This study aimed to investigate the employment history of people with epilepsy in Türkiye, evaluate the role of education level in employment and epilepsy burden, and compare epilepsy employment data in different societies according to sociodemographic index data. METHODS: This prospective study included 420 people 16-76 years of age who were diagnosed with epilepsy according to the criteria of the International League Against Epilepsy. Socioeconomic, clinical, and employment data were collected using a questionnaire in face-to-face interviews. RESULTS: The study sample was 52 % women, the mean age was 34.2 ± 12.7 years (range: 16-76 years), and the mean disease duration was 17.2 ± 12.6 years. Only 26.7 % (n = 112) of the participants were actively working, 38.8 % had never worked, and 64.5 % had changed jobs at least twice (mean 2.45 job changes). The unemployment rate among the study sample was 7 times higher than in the general population. Female gender, low self and parental education levels, high seizure frequency, and the use of multiple anti-seizure medications were significantly associated with lower employment. CONCLUSION: We determined that the employment rates and education levels of people with epilepsy in Türkiye are low, the unemployment rate is high, and the burden of epilepsy is higher when compared with other low-middle income and newly industrialized countries and national population data. Education and employment opportunities for people with epilepsy in Türkiye should be improved to reduce the burden of epilepsy-related disability and thereby increase quality of life, welfare, and psychosocial well-being in this group.
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Pessoas com Deficiência , Emprego , Epilepsia , Humanos , Feminino , Masculino , Epilepsia/epidemiologia , Epilepsia/psicologia , Pessoa de Meia-Idade , Adulto , Adolescente , Idoso , Adulto Jovem , Emprego/estatística & dados numéricos , Pessoas com Deficiência/estatística & dados numéricos , Turquia/epidemiologia , Inquéritos e Questionários , Efeitos Psicossociais da Doença , Estudos Prospectivos , Fatores SocioeconômicosRESUMO
We study the effect of economic conditions early in life on the occurrence of type-2 diabetes in adulthood using contextual economic indicators and within-sibling pair variation. We use data from Lifelines: a longitudinal cohort study and biobank including 51,270 siblings born in the Netherlands from 1950 onward. Sibling fixed-effects account for selective fertility. To identify type-2 diabetes we use biomarkers on the hemoglobin A1c concentration and fasting glucose in the blood. We find that adverse economic conditions around birth increase the probability of type-2 diabetes later in life both in males and in females. Inference based on self-reported diabetes leads to biased results, incorrectly suggesting the absence of an effect. The same applies to inference that does not account for selective fertility.
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Biomarcadores , Glicemia , Diabetes Mellitus Tipo 2 , Hemoglobinas Glicadas , Irmãos , Humanos , Masculino , Feminino , Estudos Longitudinais , Biomarcadores/sangue , Países Baixos , Hemoglobinas Glicadas/análise , Glicemia/análise , Adulto , Pessoa de Meia-Idade , Fatores SocioeconômicosRESUMO
Whether Medicaid can function as a safety net to offset health risks created by health insurance coverage losses due to job loss is conditional on (1) the eligibility guidelines shaping the pathway for households to access the program for temporary relief, and (2) Medicaid reimbursement policies affecting the value of the program for both the newly and previously enrolled. We find states with more expansive eligibility guidelines lowered the healthcare access and health risk of coverage loss associated with rising unemployment during the 2007-2009 Great Recession. Rises in cost-related barriers to care associated with unemployment were smallest in states with expansive eligibility guidelines and higher Medicaid-to-Medicare fee ratios. Similarly, states whose Medicaid programs had expansive eligibility guidelines and higher fees saw the smallest recession-linked declines in self-reported good health. Medicaid can work to stabilize access to health care during periods of joblessness. Our findings yield important insights into the alignment of at least two Medicaid policies (i.e., eligibility and payment) shaping Medicaid's viability as a safety net.
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Recessão Econômica , Definição da Elegibilidade , Acessibilidade aos Serviços de Saúde , Nível de Saúde , Cobertura do Seguro , Medicaid , Desemprego , Medicaid/economia , Estados Unidos , Humanos , Acessibilidade aos Serviços de Saúde/economia , Cobertura do Seguro/economia , Medicare/economiaRESUMO
BACKGROUND: Depressive disorder is one of the severe and common mental illnesses in the general population. Bipolar disorder is a severe, persistent mental illness associated with significant morbidity and mortality. However, there is a paucity of data on the prevalence of depressive disorder, and bipolar disorder in our study area. OBJECTIVE: This study aimed to assess the prevalence of depressive and bipolar disorders among adults in Kersa, Haramaya, and Harar Health and Demographic Surveillance Sites in Eastern Ethiopia. METHODS: A community-based cross-sectional study was conducted among 1,416 participants. A multi-stage sampling was employed to select the participants. DSM-5 diagnostic criteria was used to assess depressive disorder and bipolar disorder. Data was collected using a standard questionnaire. Data were entered into Epi-Data 3.1 and analyzed using SPSS version 26. Both binary and multivariate logistic regression analyses were done. Those with a p-value < 0.05 in the final model were considered statistically significant. RESULTS: The overall prevalence of depressive and bipolar disorders among our study participants was 6.7% (95% CI: 5.40, 8.20) and 2.1% (95% CI: (1.40, 3.00), respectively. The independent predictors of depressive disorder included a family history of mental illness, chronic medical illnesses, unemployment, low educational status, divorced or widowed, poor social support, and current alcohol use or khat chewing. Single, males, divorced or widowed, and current consumers of alcohol were independent predictors for bipolar disorder. CONCLUSIONS AND RECOMMENDATION: The results of our investigation showed that bipolar illness and depression were significant public health issues. It was shown that although bipolar disorder is highly prevalent in the society, depression is a widespread concern. As a result, it is imperative that the relevant body grow and enhance the provision of mental health services. Furthermore, research on the effects and burdens of bipolar disorder in the community is required.
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Transtorno Bipolar , Transtorno Depressivo , Adulto , Masculino , Humanos , Transtorno Bipolar/diagnóstico , Transtorno Bipolar/epidemiologia , Estudos Transversais , Etiópia/epidemiologia , Consumo de Bebidas Alcoólicas , PrevalênciaRESUMO
AIMS: The study aimed to investigate the association between parental unemployment and grade point average and school completion in adolescence, and the importance of family cohesion, parental education, and family income in explaining these associations. METHODS: Data stem from the Norwegian cross-sectional 2012 youth@hordaland-survey including 8437 adolescents (53.4% girls). Information on grade point average, school completion, parental education, and family income were retrieved from the National Education Database. Parental work status and family cohesion were assessed by adolescent self-report. RESULTS: Adolescents with at least one unemployed parent had lower grade point averages (3.49 compared with 3.92, P<0.001) and rates of school completion (71.9% compared with 86.6%, P<0.001) compared with adolescents with two working parents. The associations between parental unemployment and both grade point average (b = -0.22, 95% confidence interval -0.32, -0.12) and school completion (odds ratio 0.59, 95% confidence interval 0.46, 0.76) partly attenuated but remained significant when taking family cohesion, parental education, and family income into account. There was a significant interaction between parental unemployment and family cohesion on grade point average, in which the positive association between family cohesion and grade point average was weaker for adolescents with unemployed parents. CONCLUSIONS: Adolescents with parents outside of the workforce are at higher risk of poorer educational outcomes than peers with working parents. Combined with the positive associations between parental education, family cohesion, family income, and educational outcomes, this underscores the importance of parents for adolescent educational outcomes, and suggests that parents and the family situation should be considered when providing academic support for adolescents who struggle in upper secondary school.
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This study utilizes both fieldwork and desk-based discourse analysis of newspaper reports to investigate the concerning number of suicides among graduates in Bangladesh. According to some reports, a majority of suicide cases involve young adults who are either currently studying at university or have recently completed their degree (between the ages of 20 and 32). This research contends that patriarchal social expectations in Bangladesh place significant pressure on young adults to secure well-paying jobs to support their families and uphold their family's status, which can have a negative impact on their mental health. Furthermore, this article identifies additional risk factors that contribute to the high suicide rates among graduates in Bangladesh. These factors include unemployment, poverty, relationship problems, drug addiction, political marginalization, and the stigma of shame, all of which can cause low self-esteem and suicidal thoughts. Moreover, the research suggests that families in Bangladesh have not been providing adequate support to their young members when facing challenges in life. On the contrary, families have added to the pressure on young adults, which can be attributed to joiner's theory of the effect of industrialization on family norms and values.
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Ideação Suicida , Suicídio , Adulto Jovem , Humanos , Adulto , Bangladesh/epidemiologia , Fatores de Risco , PobrezaRESUMO
PURPOSE: This study evaluates the effects of the interdisciplinary employment program 'Work As Best Care (WABC)' on employment participation and mental health of persons with severe mental disorders. METHODS: WABC is a 'work first' employment program for unemployed persons with severe mental disorders in which employment professionals work closely together with mental health professionals. In a longitudinal non-randomized controlled study, participants of WABC (n = 35) are compared with participants of the control group (n = 37), who received regular employment support. Participants were followed for 1 year and filled out questionnaires on individual characteristics and health at baseline, after 6 and 12 months. This information was enriched with monthly register data on employment status from 2015 until 2020. Difference-in-differences analyses were performed to investigate changes in employment participation among participants of WABC and the control group. A generalized linear mixed-effects model was used to compare changes in mental health (measured on 0-100 scale) between the two groups. RESULTS: Before WABC, employment participation was 22.0%points lower among participants of WABC compared to the control group. After starting WABC, employment participation increased with 15.3%points per year among participants of WABC, compared to 5.6%points in the control group. Among all participants of WABC, no change in mental health was found (ß 1.0, 95% CI - 3.4; 5.5). Only female participants of WABC showed a significant change in mental health (ß 8.0, 95% CI 2.6; 13.4). CONCLUSION: To enhance employment participation of persons with severe mental disorders, an interdisciplinary 'work-first' approach in which professionals of employment services and mental health services work in close collaboration, is of paramount importance.
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Transtornos Mentais , Saúde Mental , Humanos , Feminino , Emprego/psicologia , Transtornos Mentais/epidemiologia , Transtornos Mentais/psicologia , Desemprego/psicologia , Inquéritos e QuestionáriosRESUMO
BACKGROUND: There is increasing awareness of the need to analyse symptoms of mental ill-health among early school leavers. Dropping out of compulsory education limits access to the labour market and education and could be related to deteriorating mental health over the course of a lifetime. The aim of this longitudinal study is to explore how early school leavers not in education, employment or training (NEET) narrate their working life trajectories linked to health, agency and gender relations. METHODS: Twelve early school leavers in the Swedish Northern Cohort (six women and six men) were interviewed over 40 years about their working life and health. Their life stories were analysed using structural narrative analysis to examine the evolution of their working life paths and to identify commonalities, variations and gendered patterns. RESULTS: All the participants started in the same position of "an unhealthy gendered working life in youth due to NEET status". Subsequently, three distinct working life paths evolved: "a precarious gendered working life with negative health implications", "a stable gendered working life in health challenging jobs" and "a self-realising gendered working life with improved health". Agency was negotiated through struggle narratives, survival narratives, coping narratives and redemption narratives. CONCLUSIONS: Even in a welfare regime like Sweden's in the early 1980s, early school leavers not in education, employment or training experienced class-related and gendered working and living conditions, which created unequal conditions for health. Despite Sweden's active labour market policies and their own practices of agency, the participants still ended up NEET and with precarious working life paths. Labour market policies should prioritise reducing unemployment, combating precarious employment, creating job opportunities, providing training and subsidised employment in healthy environments, and offering grants to re-enter further education. Our study highlights the need for further analyses of the contextual and gendered expressions of health among early school leavers throughout their lifetime, and of individual agency in various contexts for overcoming adversities.
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Evasão Escolar , Humanos , Feminino , Masculino , Suécia , Adulto , Estudos Longitudinais , Evasão Escolar/psicologia , Evasão Escolar/estatística & dados numéricos , Nível de Saúde , Emprego/psicologia , Emprego/estatística & dados numéricos , Pessoa de Meia-Idade , AdolescenteRESUMO
PURPOSE: This paper asks whether the separation of mental health from its wider social context during the UK benefits assessment processes is a contributing factor to widely recognised systemic difficulties, including intrinsically damaging effects and relatively ineffective welfare-to-work outcomes. METHODS: Drawing on multiple sources of evidence, we ask whether placing mental health-specifically a biomedical conceptualisation of mental illness or condition as a discrete agent-at the core of the benefits eligibility assessment process presents obstacles to (i) accurately understanding a claimant's lived experience of distress (ii) meaningfully establishing the specific ways it affects their capacity for work, and (iii) identifying the multifaceted range of barriers (and related support needs) that a person may have in relation to moving into employment. RESULTS: We suggest that a more holistic assessment of work capacity, a different kind of conversation that considers not only the (fluctuating) effects of psychological distress but also the range of personal, social and economic circumstances that affect a person's capacity to gain and sustain employment, would offer a less distressing and ultimately more productive approach to understanding work capability. CONCLUSION: Such a shift would reduce the need to focus on a state of medicalised incapacity and open up space in encounters for more a more empowering focus on capacity, capabilities, aspirations, and what types of work are (or might be) possible, given the right kinds of contextualised and personalised support.
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Transtornos Mentais , Saúde Mental , Humanos , Seguridade Social , Emprego/psicologia , Reino UnidoRESUMO
OBJECTIVE AND BACKGROUND: The need for control is a fundamental human motivation, that when deprived can lead to broad and substantial changes in human behavior. We aimed to assess the consequences of control deprivation in a real-life situation that poses a severe threat to personal control: a prolonged unemployment. METHOD: Using a sample N = 1055 of unemployed (n = 748) versus working (n = 307) individuals, we examined predictions derived from two models of reactions to control deprivation: control-regaining and disengagement/withdrawal. RESULTS AND CONCLUSIONS: We found that length unemployment is correlated with a psychological state strongly interfering with psychological as well as social functioning. While control-regaining models of responding to lack of control have received virtually no support from our findings, our results provide evidence that long-term unemployed individuals are more disengaged than working individuals. They are more apathetic, less likely to engage in control-regaining efforts and in active forms of construing one's own future.
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BACKGROUND: Workers in healthcare and other essential occupations had elevated risks for COVID-19 infection early in the pandemic. No survey of U.S. workers to date has comprehensively assessed the prevalence of both COVID-19 and Long COVID across industries and occupations (I&O) at a detailed level. METHODS: Behavioral Risk Factor Surveillance System data for 2022 from 39 states, Guam, and the U.S. Virgin Islands were used to estimate prevalence of self-reported history of COVID-19 and Long COVID, as well as the prevalence of Long COVID among those reporting prior COVID-19, by broad and detailed I&O. Adjusted prevalence ratios were used to compare outcome prevalence in each I&O to prevalence among all other workers combined. RESULTS: By broad I&O, workers in healthcare, protective services, and education had elevated prevalences of COVID-19. The prevalence of Long COVID was elevated in healthcare and protective service but not education workers. Detailed I&O with significantly elevated prevalences of COVID-19 but not Long COVID included Dairy Product Manufacturing industry workers and subsets of mining workers. Both COVID-19 and Long COVID were elevated among bartenders/drinking places and personal care and appearance workers. The prevalence of Long COVID was elevated among farmworkers who reported having had COVID-19. CONCLUSIONS: Industries and occupations with elevated levels of COVID-19 or Long COVID in this study may warrant increased measures to prevent transmission of airborne respiratory viruses. Accommodations are a key component for supporting workers in all workplaces. This new information about the distribution of Long COVID by I&O suggests where employer understanding and implementation of tailored workplace supports and accommodations are most needed to support continued employment of affected workers.
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BACKGROUND: A digital health check can be used to screen health behavior risks in the population, help health care professionals with standardized risk estimation for their patients, and motivate a patient to change unhealthy behaviors. Long-term unemployed individuals comprise a particular subgroup with an increased risk of lifestyle-related diseases. OBJECTIVE: This study aims to investigate the clinical utility of a general digital health examination, the STAR Duodecim Health Check and Coaching Program (STAR), which was developed in Finland, in the targeted screening of long-term unemployed individuals. For this purpose, we compared health challenges identified by a digital health check with those identified by a nurse during a face-to-face health check for unemployed individuals. METHODS: In this comparison study, 49 unemployed participants attending a health check were recruited from two Finnish primary health care centers. The participants used STAR and attended a nurse's health check. Data were collected by surveys with multiple-choice and open-ended questions from the participants, nurses, and a study assistant who observed the session. The nurses were asked to name the three most significant health challenges for each participant. These health challenges were categorized into health challenges corresponding to STAR and these were compared with each other. Percentages of agreement between STAR and nurses were calculated. Sensitivity and specificity, as well as Cohen κ with P values and CIs, were computed for agreement. RESULTS: STAR identified a total of 365 health challenges, an average of 7.4 (SD 2.5) health challenges per participant (n=49). The nurses named a total of 160 health challenges (n=47). In 53% (95% CI 38.1-67.9; n=25) of cases, STAR identified all categorized health challenges named by nurses. In 64% (95% CI 48.5-77.3; n=30) of cases, STAR identified at least 2/3 of the health challenges identified by nurses. Cohen κ was 0.877 (P<.001) for alcohol, indicating almost perfect agreement, and 0.440 (P<.001) for smoking and 0.457 (P=.001) for cholesterol, indicating moderate agreement. STAR left a total of 89 health challenges, an average of 1.8 (SD 1.1) per participant, uncategorized because STAR lacked an answer to the question or questions required for the classification of a certain health challenge. The participants did not always add information on their blood pressure (n=36, 74%), cholesterol (n=22, 45%), and waist circumference (n=15, 31%). CONCLUSIONS: In conclusion, STAR identified most of the health challenges identified by nurses but missed some essential ones. Participants did not have information on measurements, such as blood pressure and cholesterol values, which are pivotal to STAR in assessing cardiovascular risks. Using the tool for screening or as a part of a traditional health check with necessary measurements and dialog with health care professionals may improve the risk assessments and streamline the health checks of unemployed individuals. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/27668.
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Desemprego , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Finlândia , Desemprego/estatística & dados numéricos , Comportamentos Relacionados com a Saúde , Exame Físico/métodos , Saúde DigitalRESUMO
Multilevel interventions (MLIs) hold promise for reducing health inequities by intervening at multiple types of social determinants of health consistent with the socioecological model of health. In spite of their potential, methodological challenges related to study design compounded by a lack of tools for sample size calculation inhibit their development. We help address this gap by proposing the Multilevel Intervention Stepped Wedge Design (MLI-SWD), a hybrid experimental design which combines cluster-level (CL) randomization using a Stepped Wedge design (SWD) with independent individual-level (IL) randomization. The MLI-SWD is suitable for MLIs where the IL intervention has a low risk of interference between individuals in the same cluster, and it enables estimation of the component IL and CL treatment effects, their interaction, and the combined intervention effect. The MLI-SWD accommodates cross-sectional and cohort designs as well as both incomplete (clusters are not observed in every study period) and complete observation patterns. We adapt recent work using generalized estimating equations for SWD sample size calculation to the multilevel setting and provide an R package for power and sample size calculation. Furthermore, motivated by our experiences with the ongoing NC Works 4 Health study, we consider how to apply the MLI-SWD when individuals join clusters over the course of the study. This situation arises when unemployment MLIs include IL interventions that are delivered while the individual is unemployed. This extension requires carefully considering whether the study interventions will satisfy additional causal assumptions but could permit randomization in new settings.
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Projetos de Pesquisa , Humanos , Tamanho da Amostra , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos TransversaisRESUMO
INTRODUCTION: In the fields of labor market and education research, there is a vast interest in mental health factors affecting unsuccessful school-to-work transitions, dropout from school and labor market disconnections for young people. Young people who are not in employment, education or training are conceived of as NEET. AIM: To get an overview we conducted a systematic review of the present literature on the influence of mental health on the likelihood of becoming NEET in Europe. METHOD: A Systematic literature search was conducted in four databases on February 21, 2023, with an update on January 15, 2024. RESULTS: 33,314 articles were screened whereas 41 studies involving 8,914,123 individuals were included. Poor mental health such as attention deficit hyperactive disorder, autism, depression, borderline, and psychosis during childhood and adolescence is strongly associated with becoming NEET. CONCLUSION: Mental health issues, whether mild or severe, heighten significant the risk of adverse education and employment outcomes in early adulthood, extending to young individuals with personality disorders, borderline personality disorder, and psychoses. These observations inform early intervention strategies for children and young people grappling with mental health challenges. Timely treatment is essential. Future research should focus on the gap in research like specific disorders such as eating disorders and anxiety.
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Transtornos Mentais , Adolescente , Humanos , Adulto Jovem , Europa (Continente) , Transtornos Mentais/psicologia , Transtornos Mentais/epidemiologia , Saúde Mental , Desemprego/estatística & dados numéricos , Desemprego/psicologiaRESUMO
INTRODUCTION: In 2010, 33% of young Europeans (ages 15-29) were Not in Education, Employment, or Training (NEET), rising to 40 million by 2015. Those with disabilities or health challenges are 40% more likely to be NEET. Hence, we conducted a systematic search to identify health challenges as NEET risk factors. METHODS: A systematic search was conducted across four databases on February 21, 2023, with an update on January 15, 2024. Data collected after 1980 were included. The main findings from this search concerning risk factors are summarized in a chart. RESULTS: A total of 33,314 articles were screened, resulting in the inclusion of 32 articles in this review. The review identified multiple physical risk factors associated with NEET status, which were categorized into two primary domains: congenital conditions and birth-related factors, for example, factors encompassed neonatal life in utero and experiences related to birth, and health conditions during childhood and adolescence, for example, survivors of childhood cancer and other severe health conditions during childhood and adolescents. CONCLUSIONS: Our findings highlight that varying congenital conditions and birth-related factors as well as diseases from childhood to adulthood challenges or even hinder educational and job market participation, this emphasizing the importance of targeted support for children facing health challenges. These findings highlight the immediate requirement for comprehensive interventions specifically designed for children and adolescents who are for example, preterm, have experienced severe illness, or are coping with chronic diseases. These interventions should address the challenges encountered by youth in NEET. However, limited evidence on the impact of health conditions on NEET status underscores the necessity for further research into both short- and long-term effects.