RESUMO
BACKGROUND: The Addiction Severity Index (ASI) assesses respondents' biopsychosocial problems in seven addiction-related domains (mental health, family and social relations, employment, alcohol use, drug use, physical health, and legal problems). This study examined the association between the seven ASI composite scores and re-employment in a sample of Swedish adults screened for risky alcohol and drug use who were without employment at assessment. METHODS: We conducted a retrospective cohort analysis of employment outcomes among 6502 unemployed adults living in Sweden who completed an ASI assessment for risky alcohol and drug use. The study linked ASI scores to annual tax register data. The primary outcome was employment, defined as having earnings above an administrative threshold. We used Cox proportional hazard models to estimate the association between time to re-employment and ASI composite scores, controlling for demographic characteristics, RESULTS: Approximately three in ten individuals in the sample regained employment within five years. ASI composite scores suggested widespread biopsychosocial problems. Re-employment was associated with lower ASI composite scores for mental health (estimate: 0.775, 95 % confidence interval: 0.629-0.956), employment (estimate: 0.669, confidence interval: 0.532-0.841), drug use (estimate: 0.628, confidence interval: 0.428-0.924), and health (estimate: 0.798, confidence interval: 0.699-0.912). CONCLUSIONS: This study suggests that several ASI domains may provide information on the complex factors (i.e., mental health, health, drug use) associated with long-term unemployment for people with risky substance use.
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Transtornos Relacionados ao Uso de Substâncias , Humanos , Adulto , Suécia/epidemiologia , Estudos Retrospectivos , Índice de Gravidade de Doença , Transtornos Relacionados ao Uso de Substâncias/epidemiologia , DesempregoRESUMO
BACKGROUND: We examined the association of depressive symptoms with subsequent events - and duration thereof - of work nonparticipation (long-term sickness absence, unemployment and early retirement). METHODS: We employed a 5-year cohort from the Study on Mental Health at Work (S-MGA), based on a random sample of employees subject to social contributions aged 31-60 years in 2012 (N = 2413). Depressive symptoms were assessed at baseline through questionnaires, while work nonparticipation was recorded in follow-up interviews. Associations of depressive symptoms with subsequent events of work nonparticipation were examined in two-part models, with events analysed by logistic regressions and their duration by generalized linear models. RESULTS: Medium to severe depressive symptoms were associated with events of work nonparticipation (males Odds Ratio [OR] = 3.22; 95% CI = 1.90-5.45; females OR = 1.92; 95% CI = 1.29-2.87), especially with events of long-term sickness absence in both genders and events of unemployment in males. Mild depressive symptoms were also associated with events of work nonparticipation (males OR = 1.59; 95% CI = 1.19-2.11; females OR = 1.42; 95% CI = 1.10-1.84). Among those experiencing one or more events, the duration of total work nonparticipation was twice as high among males [Exp(ß) = 2.06; 95% CI = 1.53-2.78] and about one third higher [Exp(ß) = 1.38; 95% CI = 1.05-1.83] among females with medium to severe depressive symptoms. CONCLUSIONS: The present study focuses on both events and duration of work nonparticipation, which are both critical for examining societal consequences of depressive symptoms. It is key to regard also mild depressive symptoms as a possible risk factor and to include different types of work nonparticipation.
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Aposentadoria , Desemprego , Humanos , Masculino , Feminino , Depressão/psicologia , Fatores de Risco , Inquéritos e Questionários , Licença MédicaRESUMO
Recent changes in labour markets have increased employment instability. Under these conditions, in male breadwinner families women might increase their labour supply when their male partners become unemployed. Previous studies have extensively investigated the role played by household and individual characteristics in explaining such increases in the labour supply of women. However, studies which examine the moderating role of specific welfare policies are missing. Our study contributes to the literature by investigating the moderating effect of childcare and tax-benefit policies for the labour supply response of women following the unemployment of their partner. We focus on a sample of 24 EU member states and the UK, during the period 2009-2019, combining longitudinal microdata from EU-SILC with country-period specific policy indicators generated with the use of the tax-benefit simulation model EUROMOD, UKMOD and country-period specific indicators of childcare use.
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Emprego , Desemprego , Humanos , Masculino , Feminino , Seguridade Social , Europa (Continente) , Política PúblicaRESUMO
OBJECTIVES: To prospectively examine the association between the duration of unemployment among job seekers and changes in alcohol use in a year. DESIGN: A prospective study. SETTING: French population-based CONSTANCES cohort. PARTICIPANTS: We selected 84 943 participants from the CONSTANCES cohort included between 2012 and 2019 who, at baseline and 1-year follow-up, were either employed or job-seeking. OUTCOME MEASURES: Multinomial logistic regression models computed the odds of reporting continuous no alcohol use, at-risk alcohol use, increased or decreased alcohol use compared with being continuously at low risk and according to employment status. The duration of unemployment was self-reported at baseline; thus, the employment status at 1-year follow-up was categorised as follows: (1) employed, (2) return to employment since less than a year, (3) unemployed for less than 1 year, (4) unemployed for 1 to 3 years and (5) unemployed for 3 years or more. Analyses were adjusted for age, gender, education, household monthly income, marital status, self-rated health, smoking status and depressive state. RESULTS: Compared with being continuously at low risk (ie, ≤10 drinks per week), the unemployment categories were associated in a dose-dependent manner with an increased likelihood of reporting continuous no alcohol use (OR: 1.74-2.50), being continuously at-risk (OR: 1.21-1.83), experiencing an increase in alcohol use (OR: 1.21-1.51) and a decrease in alcohol use (OR: 1.17-1.84). CONCLUSION: Although our results suggested an association between the duration of unemployment and a decrease in alcohol use, they also revealed associations between at-risk and increased alcohol use. Thus, screening for alcohol use among unemployed job seekers must be reinforced, especially among those with long-term unemployment.
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Emprego , Desemprego , Humanos , Estudos Prospectivos , Consumo de Bebidas Alcoólicas/epidemiologia , FumarRESUMO
Unemployment and precarious employment (PE) are routinely found to be associated with poorer mental health. Importantly, women are over-represented in PE (due to disproportionate unpaid care demands), yet a gender lens has been lacking in much of the extant literature. This study addresses several gaps by reconsidering how PE can be conceptualised from a gender perspective and examining the impact of differing levels of multidimensional PE on the mental health of working-age Australians. Utilising sixteen annual waves (2005-2020) of the HILDA survey, this longitudinal study employed mixed-effects analysis and Mundlak modelling to examine the association between PE and mental health in working-age (25-64yrs) adults. Mental health was assessed using the MHI-5 scale. A multidimensional PE scale (based on objective and subjective indicators) was developed and three levels of precarity were modelled. 19,442 participants were included in the analyses and all models were stratified by gender. We found women experience greater exposure to PE in Australia, and our results showed a ubiquitously strong and negative association between PE and mental health in both women and men, across all levels of PE, with a dose dependent association observed with increasing PE. Additional adjustment for prior mental health slightly attenuated effect sizes, but the strength and direction of all associations were unchanged. This study provides longitudinal evidence of the detrimental impact of PE on the mental health of working age Australians, highlighting the importance of labour regulations and employment policies to minimize PE for all adults. However, given women's differential exposure to PE, this study also reinforces the urgent need for gender-sensitive social policies to address continued inequity in the division of unpaid household labour to promote a more equitable paid labour market into the future.
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Emprego , Saúde Mental , Adulto , Masculino , Humanos , Feminino , Pessoa de Meia-Idade , Estudos Longitudinais , Austrália/epidemiologia , Desemprego/psicologiaRESUMO
(1) Background: The aim of this study was to identify predictors of the unmet healthcare needs during the financial and recent health crisis in Greece. (2) Methods: Time series analysis was performed for the years 2008 through 2022 using the Eurostat database. The dependent variable was the percentage of people who reported unmet need for medical care. Demographic, socioeconomic, and health data, as well as health expenditures, were used as independent variables. Correlation analysis and simple linear regression models were conducted to analyze the results. (3) Results: Unmet health needs in Greece increased from the start of the crisis until 2016, as a gradual de-escalation of the crisis was observed. However, in 2019 the country recorded the second highest level of unmet needs for medical care before the health crisis. Limitations in usual activities, reporting bad/very bad health status, being unemployed, and having low income increased the likelihood of unmet needs. Health expenditures (public or private) were also significant determinants of unmet healthcare needs. (4) Conclusions: The increased unmet health needs widen inequalities in health and healthcare access. Therefore, health policies should eliminate barriers which restrict the access to health and enhance healthcare services, developing conditions for citizens' well-being.
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Necessidades e Demandas de Serviços de Saúde , Pobreza , Humanos , Grécia , Acesso aos Serviços de Saúde , DesempregoRESUMO
The rise of the platform economy during the Covid-19 pandemic has stimulated extensive discussions about whether gig workers can obtain equivalent mental health benefits of regular paid employment. Drawing on nationally representative data in the UK, this study aims to examine (1) whether transitioning from no paid work to gig work during Covid-19 is associated with better or worse mental health compared with those who remained not employed and those who became employed in regular jobs; (2) what mechanisms can explain the mental health differences; (3) how the patterns may differ by gender. The results show that transition into gig work is associated with better mental health compared with those who remained not employed, but this pattern is only for male (rather than female) gig workers and can be largely explained by their better financial situation and lower level of loneliness. For both men and women, the transition into gig work is associated with worse mental health compared with the transition into regular employment, but the mechanisms vary across genders. For male gig workers, both higher levels of financial precarity and loneliness in gig work can explain their mental health disadvantages compared with regular workers, but for female gig workers, none of them is at work. These findings facilitate a better understanding of the health consequences of the gig economy, revealing important gender-differentiated socio-psychological mechanisms through which gig work shapes mental health.
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COVID-19 , Desemprego , Humanos , Feminino , Masculino , Desemprego/psicologia , Saúde Mental , Pandemias , COVID-19/epidemiologia , Emprego/psicologiaRESUMO
BACKGROUND: The global nursing shortage is complex and multifaceted. Despite the policy of increasing the number of nurses, concerns about the sustainability of the nursing workforce in Turkey continue. AIM: To evaluate the relationship between unemployment anxiety, job satisfaction, and migration attitudes among Turkish nursing candidates. METHODS: A cross-sectional study was conducted with 1100 nursing candidates between April and June 2022. The data gathered from the "Personal Form, Job Satisfaction, and Brain Drain Attitudes Scale" were analyzed using logistic regression and decision tree analysis. RESULTS: Of the participants, 67.1% were female, and the mean age was 22.6⯱â¯1.7â¯years. Being male (ORâ¯=â¯1.317, 95% Cl 0.994-1.743) having a low income (ORâ¯=â¯1.754, 95% Cl 1.334-2.306), feeling insecure about the future (ORâ¯=â¯2.340, 95% Cl 1.312-4.175), expecting a lower wage than desired (ORâ¯=â¯2.015, 95% Cl 1.132-3.586), and employment precariousness (ORâ¯=â¯1.786, 95% Cl 1.355-2.353) increase the possibility of experiencing high unemployment anxiety. On the other hand, family support for living abroad (ORâ¯=â¯0.579, 95% CI 0.408-0.821) and job satisfaction (ORâ¯=â¯0.799, 95% CI 0.692-0.921) decrease unemployment anxiety (pâ¯<â¯0.05). According to the results of the decision tree analysis, the host country's pull factors are the best predictors of the nursing candidates' intention to work abroad as nurses (pâ¯<â¯0.05). CONCLUSION: The increasing prevalence of unemployment anxiety and migration tendencies among nursing candidates requires the evaluation of policies aimed at increasing the number of nursing graduates in Turkey.
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Enfermeiras e Enfermeiros , Recursos Humanos de Enfermagem no Hospital , Humanos , Adulto Jovem , Adulto , Satisfação no Emprego , Desemprego , Estudos Transversais , Turquia , Ansiedade , Inquéritos e QuestionáriosRESUMO
Compared to the employed, the unemployed suffer from poorer health, especially in terms of mental health. At the same time, health promotion rarely reaches unemployed people. The "JOBS Program" is an intervention to promote health and labor market integration and has shown positive effects in the USA and Finland. In this confirmatory study, we investigated whether the JOBS Program achieves similar effects in Germany. We applied a randomized controlled trial to compare an intervention group (IVG) with a waiting control group (WCG) before (T0; N = 94) and shortly after (T1; n = 65) the intervention. Concerning our primary outcomes, the JOBS Program Germany was beneficial: Compared to the WCG, the regression estimated that the IVG had (1) a 2.736 scale point higher level of life satisfaction (p = 0.049), (2) a 0.337 scale point higher level of general health (p = 0.025), and (3) a 14.524 scale point higher level of mental well-being (p = 0.004). Although not statistically significant, job search-specific self-efficacy also appeared to be positively associated with the intervention. This study provides evidence of the effectiveness of JOBS Program on the abovementioned outcomes, including for older and long-term unemployed people, supporting the benefits of regular implementation of this program for a wide range of unemployed people in Germany.
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Promoção da Saúde , Desemprego , Humanos , Promoção da Saúde/métodos , Desemprego/psicologia , Saúde Mental , Autoeficácia , AlemanhaRESUMO
OBJECTIVES: In 2012, new checkpoints were introduced in the Finnish sickness absence system to improve early detection of long-term work disability and hasten return to work after illness. We examined whether the reform affected participation in rehabilitation and labor market outcomes over a one-year period. METHODS: We used interrupted time series analysis among persons who started receiving sickness allowance up to three years before and up to two years after the reform. Separate analyses were conducted among those who passed 30, 60, and 90 sickness allowance days. Poisson regression analysis was used, controlling for seasonal variation, gender, age, and educational level. RESULTS: After the reform, participation in rehabilitation within one year of passing 30 sickness allowance days increased by 5.1% [incidence rate ratio (IRR) 1.051, 95% confidence interval (CI) 1.015-1.086]. The increase after 60 and 90 sickness allowance days was slightly larger. Looking at the type of rehabilitation, vocational rehabilitation from the earnings-related pension scheme increased most. Regarding the rehabilitation provided by the Social Insurance Institution of Finland (Kela), vocational rehabilitation, medical rehabilitation, and discretionary rehabilitation increased, but the increase was statistically significant only in the last case. Post-reform changes in employment, unemployment, sickness absence and disability retirement were negligible. CONCLUSIONS: The introduction of new sickness absence checkpoints was associated with an increase in participation in rehabilitation but did not affect labor market outcomes one year later. The reform thus was only partially successful in achieving its objectives. Future research should focus on identifying the most effective approaches for utilizing rehabilitation to enhance labor market participation after sickness absence.
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Pessoas com Deficiência , Emprego , Humanos , Finlândia , Análise de Séries Temporais Interrompida , Desemprego , Ocupações , Pessoas com Deficiência/reabilitação , Pensões , Licença MédicaRESUMO
As retirement ages increase around the world, not all workers may be equally able to extend their working lives. In this article, we examine the health and labor market effects of an Italian pension reform that suddenly increased the normal retirement age up to 7 years for women and up to 2 years for men. To do this, we use linked labor and healthcare administrative data, jointly with survey data and difference-in-difference methods. Our results show that the reform was effective in postponing retirement among both genders, as pension claiming dropped substantially for older workers. However, there were also side effects as the reform significantly pushed previously employed men and women into unemployment and disability pension. Among women only, the reform also increased sick leave and hospitalizations related to mental health and injuries. These effects were driven by women with previously low health status, suggesting that undifferentiated and abrupt increases in pension age might harm more vulnerable workers. Coherently with the milder tightening of retirement age experienced by men, labor market responses were smaller in size, and they did not suffer any significant health effects.
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Pensões , Aposentadoria , Feminino , Humanos , Masculino , Ocupações , Desemprego , EmpregoRESUMO
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
INTRODUCTION AND OBJECTIVE: Studies on volunteering concern mainly the population aged over 16, and the results refer mainly to Western Europe. Adolescent volunteering in Eastern European countries is relatively understudied. The aim of the study was to investigate and discuss the scale of this phenomenon in Poland, the predictors of being a volunteer, and factors which explain how much time adolescents spend volunteering. MATERIAL AND METHODS: The study was conducted on a representative group of 3,545 respondents aged 14-15. 26.6% of the surveyed adolescents were involved in volunteering in the 12 months preceding the study. RESULTS: The probability of being a volunteer is explained by contextual factors (higher regional income per capita and higher unemployment rate decrease this probability, whereas it increases by living in a city), family factors (father's work in agriculture and more children in the family), individual factors (higher self-esteem of physical fitness and less helplessness). The amount of time devoted to volunteering is explained by contextual factors (the higher the income from agriculture), family factors (mother's work in agriculture; mother's lower level of education), individual factors (greater self-efficacy, lower feeling of helplessness). Volunteering undertaken because of a passion for volunteering is associated with longer volunteering time, while undertaken because of the desire to be liked and respected - with shorter volunteering time. CONCLUSIONS: The results are of practical importance, as they show the possibility to promote adolescents' volunteering.
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Desemprego , Voluntários , Criança , Humanos , Adolescente , Polônia , Inquéritos e Questionários , Europa (Continente)RESUMO
BACKGROUND: Precarious employment is a determinant of self-reported mental health problems among young adults. Less is known about more severe and objectively measured health outcomes, such as mental health problems requiring inpatient care. The current study aims to investigate the effect of precarious employment in early adulthood on later mental health problems requiring inpatient care. METHOD: A register-based cohort study, based on the Swedish Work, Illness and Labor-market Participation cohort, was conducted, following a cohort of young adults aged 27 years between 2000 and 2003 (born between 1973 and 1976) (n=339 403). Information on labour market position in early adulthood (precarious employment, substandard employment, unemployment and standard employment) was collected from registers 3 years after graduating from school. Information on the outcome of mental health problems (depression, anxiety and stress-related disorders) was collected from the National Patient Register. HRs with 95% CIs were obtained by Cox regression analyses. RESULTS: After adjusting for important covariates, such as prior mental health problems, compared with individuals in standard employment, individuals who were precariously employed in early adulthood had an increased risk of later mental health problems (HRadjusted: 1.51 95% CI 1.42 to 1.60). The association between precarious employment and mental health was slightly stronger for males. CONCLUSIONS: In Sweden, entry into the labour market with precarious employment is associated with an increased risk of mental health problems, which is important given that precarious employment is becoming more prevalent among young adults.
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Emprego , Saúde Mental , Masculino , Adulto Jovem , Humanos , Adulto , Estudos de Coortes , Emprego/psicologia , Desemprego/psicologia , Suécia/epidemiologiaRESUMO
BACKGROUND: Homelessness is a complex societal and public health challenge. Limited information exists about the population-level health and social care-related predictors and consequences of persons with lived experience of homelessness (PEH). Studies that focus on population subgroups or ad hoc questionnaires to gather data are of relatively limited generalisability to whole-population health surveillance and planning. The aim of this study was to find and synthesise information about the risk factors for, and consequences of, experiencing homelessness in whole-population studies that used routine administrative data. METHOD: We performed a systematic search using EMBASE, MEDLINE, the Cochrane Library, Cumulative Index to Nursing and Allied Health Literature (CINAHL) and PsycINFO research databases for English-language studies published from inception until February 2023 that reported analyses of administrative data about homelessness and health and social care-related predictors and consequences. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. RESULTS: Of the 1224 articles reviewed, 30 publications met the inclusion criteria. The included studies examined a wide range of topic areas, and the homelessness definitions used in each varied considerably. Studies were categorised into several topic areas: Mortality, morbidity and COVID-19; health care usage and hospital re-admission; care home admission and shelter stay; and other (e.g. employment, crime victimisation). The studies reported that that the physical and mental health of people who experience homelessness was worse than that of the general population. Homeless individuals were more likely to have higher risk of hospitalisation, more likely to use emergency departments, have higher mortality rates and were at greater risk of needing intensive care or of dying from COVID-19 compared with general population. Additionally, homeless individuals were more likely to be incarcerated or unemployed. The effects were strongest for those who experienced being homeless as a child compared to those who experienced being homeless later on in life. CONCLUSIONS: This is the first systematic review of whole-population observational studies that used administrative data to identify causes and consequences associated with individuals who are experiencing homelessness. While the scientific literature provides evidence on some of the possible risk factors associated with being homeless, research into this research topic has been limited and gaps still remain. There is a need for more standardised best practice approaches to understand better the causes and consequences associated with being homeless.
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COVID-19 , Pessoas Mal Alojadas , Criança , Humanos , Problemas Sociais , Crime , DesempregoRESUMO
Obesity has a profound effect on the working careers of Americans. Prior studies pertaining to workers in other countries report that obese women experienced longer spells of unemployment than normal weight peers. However, the effect of obesity on unemployment duration has not been studied for American workers. To address this gap in the literature, we report estimates of the effects of overweight and obesity from a proportional hazards model of unemployment duration that controls for unobserved individual characteristics. Using a data sample of young workers drawn from the National Longitudinal Survey of Youth (1997), our findings indicate that, on average, overweight and obese job seekers experienced significantly longer spells of unemployment. The effects differed by race, sex, and ethnicity: Overweight and obese White and Black women experienced significantly longer spells than White women with normal body mass index (BMI) levels. Although overweight White and Black men had longer unemployment spells compared to White men with normal BMI levels, the magnitudes were smaller than those for White and Black women. In contrast, overweight Hispanic women had shorter duration of unemployment spells compared to White women with normal BMI levels.
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Sobrepeso , Desemprego , Masculino , Adolescente , Feminino , Estados Unidos/epidemiologia , Humanos , Sobrepeso/epidemiologia , Índice de Massa Corporal , Obesidade/epidemiologia , EtnicidadeRESUMO
AIMS: The aim was to examine the use of outpatient healthcare services in different sectors of healthcare before and after the onset of unemployment and to study whether job loss affected the use of these services. METHODS: Longitudinal individual-level register-based data was utilized on all individuals living in the City of Oulu, Finland, who became unemployed in 2017 (N = 1,999), their propensity matched controls (N = 1,999), and unmatched controls (N = 58,459) in a quasi-experimental design. Use of outpatient healthcare services was examined in one-month periods from 12 months before to 12 months after the onset of unemployment. Several socio-demographic factors, along with sickness and employment histories, were used for matching. Difference-in-differences analysis was used to measure the differences in the use of outpatient healthcare services between the unemployed and their matched controls. RESULTS: The use of health services decreased significantly after the onset of unemployment. This was due to a decrease in the use of occupational health services. No change related to job loss was observed in the use of public or private healthcare services. The number of healthcare visits increased again after the unemployment ended. Difference-in-differences analyses showed that compared to propensity score matched controls, becoming unemployed reduced the use of health services. CONCLUSIONS: When access to occupational healthcare services ceases, other health services do not appear to fill the gap among those who become unemployed. Adequate healthcare services should be guaranteed to all population groups equally based on need, irrespective of the labour market status.
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Pacientes Ambulatoriais , Desemprego , Humanos , Finlândia/epidemiologia , Pontuação de Propensão , Assistência Ambulatorial , Atenção à SaúdeRESUMO
BACKGROUND: At the start of the coronavirus disease 2019 (COVID-19) pandemic, in the absence of pharmaceutical interventions, countries resorted to containment measures to stem the spread of the disease. In this paper, we have conducted a global study using a sample of 46 countries to evaluate whether these containment measures resulted in unemployment. METHODS: We use a difference-in-differences (DID) specification with a heterogenous intervention to show the varying intensity effect of containment measures on unemployment, on a sample of 46 countries. We explain variations in unemployment from January-June 2020 using stringency of containment measures, controlling for gross domestic product (GDP) growth, inflation rate, exports, cases of COVID-19 per million, COVID-19-specific fiscal spending, time fixed effects, region fixed effects, and region trends. We conduct further subset analyses by COVID-cases quintiles and gross national income (GNI) per capita quintiles. RESULTS: The median level of containment stringency in our sample was 43.7. Our model found that increasing stringency to this level would result in unemployment increasing by 1.87 percentage points (or 1.67 pp, after controlling for confounding). For countries with below median COVID-19 cases and below median GNI per capita, this effect is larger. CONCLUSION: Containment measures have a strong impact on unemployment. This effect is larger in poorer countries and countries with low COVID-19 cases. Given that unemployment has profound effects on mortality and morbidity, this consequence of containment measures may compound the adverse health effects of the pandemic for the most vulnerable groups. It is necessary for governments to consider this in future pandemic management, and to attempt to alleviate the impact of containment measures via effective fiscal spending.