ABSTRACT
The rising costs of cancer care and subsequent medical financial hardship for cancer survivors and families are well documented in the United States. Less attention has been paid to employment disruptions and loss of household income after a cancer diagnosis and during treatment, potentially resulting in lasting financial hardship, particularly for working-age adults not yet age-eligible for Medicare coverage and their families. In this article, the authors use a composite patient case to illustrate the adverse consequences of cancer diagnosis and treatment for employment, health insurance coverage, household income, and other aspects of financial hardship. They summarize existing research and provide nationally representative estimates of multiple aspects of financial hardship and health insurance coverage, benefit design, and employee benefits, such as paid sick leave, among working-age adults with a history of cancer and compare them with estimates among working-age adults without a history of cancer from the most recently available years of the National Health Interview Survey (2019-2021). Then, the authors identify opportunities for addressing employment and health insurance coverage challenges at multiple levels, including federal, state, and local policies; employers; cancer care delivery organizations; and nonprofit organizations. These efforts, when informed by research to identify best practices, can potentially help mitigate the financial hardship associated with cancer.
Subject(s)
Employment , Financial Stress , Insurance Coverage , Neoplasms , Humans , United States , Employment/statistics & numerical data , Insurance Coverage/statistics & numerical data , Insurance Coverage/economics , Neoplasms/therapy , Neoplasms/economics , Neoplasms/diagnosis , Adult , Middle Aged , Female , Male , Insurance, Health/statistics & numerical data , Insurance, Health/economics , Income/statistics & numerical data , Cancer Survivors/statistics & numerical dataABSTRACT
Faculty hiring and retention determine the composition of the US academic workforce and directly shape educational outcomes1, careers2, the development and spread of ideas3 and research priorities4,5. However, hiring and retention are dynamic, reflecting societal and academic priorities, generational turnover and efforts to diversify the professoriate along gender6-8, racial9 and socioeconomic10 lines. A comprehensive study of the structure and dynamics of the US professoriate would elucidate the effects of these efforts and the processes that shape scholarship more broadly. Here we analyse the academic employment and doctoral education of tenure-track faculty at all PhD-granting US universities over the decade 2011-2020, quantifying stark inequalities in faculty production, prestige, retention and gender. Our analyses show universal inequalities in which a small minority of universities supply a large majority of faculty across fields, exacerbated by patterns of attrition and reflecting steep hierarchies of prestige. We identify markedly higher attrition rates among faculty trained outside the United States or employed by their doctoral university. Our results indicate that gains in women's representation over this decade result from demographic turnover and earlier changes made to hiring, and are unlikely to lead to long-term gender parity in most fields. These analyses quantify the dynamics of US faculty hiring and retention, and will support efforts to improve the organization, composition and scholarship of the US academic workforce.
Subject(s)
Faculty , Personnel Selection , Universities , Workforce , Education, Graduate/statistics & numerical data , Employment/statistics & numerical data , Faculty/statistics & numerical data , Female , Humans , Male , Personnel Selection/statistics & numerical data , Racial Groups/statistics & numerical data , Socioeconomic Factors , United States , Universities/statistics & numerical data , Women , Workforce/statistics & numerical dataABSTRACT
Women (compared to men) and individuals from minority ethnic groups (compared to the majority group) face unfavourable labour market outcomes in many economies1,2, but the extent to which discrimination is responsible for these effects, and the channels through which they occur, remain unclear3,4. Although correspondence tests5-in which researchers send fictitious CVs that are identical except for the randomized minority trait to be tested (for example, names that are deemed to sound 'Black' versus those deemed to sound 'white')-are an increasingly popular method to quantify discrimination in hiring practices6,7, they can usually consider only a few applicant characteristics in select occupations at a particular point in time. To overcome these limitations, here we develop an approach to investigate hiring discrimination that combines tracking of the search behaviour of recruiters on employment websites and supervised machine learning to control for all relevant jobseeker characteristics that are visible to recruiters. We apply this methodology to the online recruitment platform of the Swiss public employment service and find that rates of contact by recruiters are 4-19% lower for individuals from immigrant and minority ethnic groups, depending on their country of origin, than for citizens from the majority group. Women experience a penalty of 7% in professions that are dominated by men, and the opposite pattern emerges for men in professions that are dominated by women. We find no evidence that recruiters spend less time evaluating the profiles of individuals from minority ethnic groups. Our methodology provides a widely applicable, non-intrusive and cost-efficient tool that researchers and policy-makers can use to continuously monitor hiring discrimination, to identify some of the drivers of discrimination and to inform approaches to counter it.
Subject(s)
Employment/statistics & numerical data , Internet , Personnel Selection/methods , Personnel Selection/statistics & numerical data , Prejudice/statistics & numerical data , Emigrants and Immigrants/statistics & numerical data , Ethnicity/statistics & numerical data , Female , Gender Role , Humans , Internationality , Male , Minority Groups/statistics & numerical data , Occupations/statistics & numerical data , Prejudice/prevention & control , Salaries and Fringe Benefits/statistics & numerical data , Sexism/statistics & numerical data , Stereotyping , Supervised Machine Learning , Switzerland , Time FactorsABSTRACT
In recent decades, economic activity has become increasingly concentrated in major global metropolises. Yet, the rise of working from home threatens this dominance of cities. Using multiple high-frequency datasets on spending, commuting, migration, and housing, we provide global evidence that remote work has dispersed economic activity away from city centers. We label this the "Donut Effect," which is much larger and more persistent in cities with high levels of remote work. Using detailed household microdata from the United States, we show that three-fifths of households that left city centers in big cities moved to the suburbs of the same city. This is likely explained by the rise of hybrid work, in which employees still commute to the office a few days a week. The enduring popularity of hybrid work into 2024 suggests that the Donut Effect will persist while also leaving broader metropolitan areas intact.
Subject(s)
Cities , Humans , United States , Housing/economics , Teleworking , Urban Population , Transportation , Employment/statistics & numerical dataABSTRACT
Despite significant historical progress toward sex/gender parity in employment status in the United States, women remain more likely to provide domestic labor, creating role competition which may increase depression symptoms. Pro-family employee benefits may minimize the stress of competing roles. We tested whether depressive symptoms were higher among women with competing roles versus without competing roles and whether this effect was greater among women without (vs with) pro-family benefits. Data included employed women (n = 9884 person-years) surveyed across 4 waves (2010, 2015, 2017, and 2019) of the National Longitudinal Survey 1997. Depression symptoms were measured with the 5-item short version of the Mental Health Inventory (MHI-5). The effect of interaction between competing roles and pro-family employee benefits on depressive symptoms was also compared with that of non-family-related benefits, using marginal structural models to estimate longitudinal effects in the presence of time-varying confounding. MHI-5 scores were 0.56 points higher (95% CI, 0.15-0.97) among women in competing roles (vs not). Among women without pro-family benefits, competing roles increased MHI-5 scores by 6.10 points (95% CI, 1.14-11.1). In contrast, there was no association between competing roles and MHI-5 scores among women with access to these benefits (MHI-5 difference = 0.44; 95% CI, -0.2 to 1.0). Results were similar for non-family-related benefits. Dual workplace and domestic labor role competition increases women's depression symptoms, though broad availability of workplace benefits may attenuate that risk. This article is part of a Special Collection on Mental Health.
Subject(s)
Depression , Workplace , Humans , Female , Depression/epidemiology , Depression/prevention & control , Adult , United States/epidemiology , Middle Aged , Workplace/psychology , Longitudinal Studies , Employment/statistics & numerical data , Young Adult , Women, Working/psychology , Women, Working/statistics & numerical data , Household WorkABSTRACT
BACKGROUND: The aim of this population-based registry study was to examine the impact of cancer on employment outcomes in adolescent and young adult (AYA) survivors and their partners and associated sociodemographic and clinical characteristics. METHODS: A total of 2456 AYA cancer patients, diagnosed in 2013 and aged 18 through 39 years old, were selected from the Netherlands Cancer Registry and linked to employment data from Statistics Netherlands, from which 1252 partners of AYAs could be identified. For both patients and their partners, a control group with same age, migration background, and sex was selected. The impact (i.e., causal effect) was estimated by implementing a doubly robust difference-in-differences method, from 3 years before to 5 years after cancer diagnosis. RESULTS: Patients suffered a reduced employment probability (3.8 percentage points) and number of hours worked when employed (3.8%). This effect was larger for females, and individuals with a migration background, high tumor stage, or diagnosed with a central nervous system tumor/hematologic malignancy. In regard to employment, no significant effect could be found for the patients' partners, although a 5.5 percentage-point increase in employment probability was found in partners who were either unemployed or worked fewer than 400 hours. CONCLUSIONS: A cancer diagnosis significantly affects employment outcomes of AYA patients with cancer. Patients at risk should have access to services such as job counseling to help them return into society in the best possible way. No objective impact on partners' employment outcomes was found; however, subjective well-being was not taken into account. PLAIN LANGUAGE SUMMARY: This study estimated the causal effect of a cancer diagnosis on employment outcomes. Adolescent and young adult cancer survivors face a reduction in both employment probability and the number of hours worked when employed. Partners that were unemployed or worked the least number of hours a year before diagnosis had a 5.5 percentage-point increased employment probability, but for other partners effects are small.
Subject(s)
Cancer Survivors , Employment , Neoplasms , Humans , Female , Male , Cancer Survivors/statistics & numerical data , Employment/statistics & numerical data , Netherlands/epidemiology , Adolescent , Young Adult , Adult , Neoplasms/epidemiology , RegistriesABSTRACT
BACKGROUND: Obesity is now the most common health problem in the younger population in Western societies and obesity rates are higher in lower socioeconomic status (SES) groups. We investigated whether overweight in childhood, independently of overweight in adulthood, influenced adult employment status and later risk of having disabilities. Using data from the Danish Female Nurse Cohort study, we examined associations between overweight in childhood/adolescence, and young adulthood and disabilities and early retirement in later adulthood (>44 years) and whether it was influenced by menopausal age (Subject(s)
Disabled Persons
, Nurses
, Retirement
, Humans
, Female
, Denmark/epidemiology
, Adolescent
, Retirement/statistics & numerical data
, Adult
, Risk Factors
, Disabled Persons/statistics & numerical data
, Child
, Nurses/statistics & numerical data
, Young Adult
, Body Mass Index
, Middle Aged
, Pediatric Obesity/epidemiology
, Overweight/epidemiology
, Socioeconomic Factors
, Employment/statistics & numerical data
, Body Weight/physiology
, Cohort Studies
ABSTRACT
BACKGROUND: Class and social disadvantage have long been identified as significant factors in the etiology and epidemiology of psychosis. Few studies have explicitly examined the impact of intersecting social disadvantage on long-term employment and financial independence. METHODS: We applied latent class analysis (LCA) to 20-year longitudinal data from participants with affective and non-affective psychosis (n = 256) within the Chicago Longitudinal Research. LCA groups were modeled using multiple indicators of pre-morbid disadvantage (parental social class, educational attainment, race, gender, and work and social functioning prior to psychosis onset). The comparative longitudinal work and financial functioning of LCA groups were then examined. RESULTS: We identified three distinct latent classes: one comprised entirely of White participants, with the highest parental class and highest levels of educational attainment; a second predominantly working-class group, with equal numbers of Black and White participants; and a third with the lowest parental social class, lowest levels of education and a mix of Black and White participants. The latter, our highest social disadvantage group experienced significantly poorer employment and financial outcomes at all time-points, controlling for diagnosis, symptoms, and hospitalizations prior to baseline. Contrary to our hypotheses, on most measures, the two less disadvantaged groups did not significantly differ from each other. CONCLUSIONS: Our analyses add to a growing literature on the impact of multiple forms of social disadvantage on long-term functional trajectories, underscoring the importance of proactive attention to sociostructural disadvantage early in treatment, and the development and evaluation of interventions designed to mitigate ongoing social stratification.
Subject(s)
Employment , Latent Class Analysis , Adult , Female , Humans , Male , Middle Aged , Young Adult , Chicago , Employment/statistics & numerical data , Longitudinal Studies , Prospective Studies , Psychotic Disorders , Social Class , Vulnerable Populations/statistics & numerical data , Black or African American , WhiteABSTRACT
BACKGROUND: Individual placement and support (IPS) is an evidence-based practice that helps individuals with mental illness gain and retain employment. IPS was implemented for young adults at a municipality level through a cross-sectoral collaboration between specialist mental healthcare, primary mental healthcare, and the government funded employment service (NAV). We investigated whether IPS implementation had a causal effect on employment outcomes for all young adults in receipt of a temporary health-related rehabilitation (work assessment allowance, WAA) welfare benefit, measured at the societal level compared to municipalities that did not implement IPS. METHOD: We used a difference in differences design to estimate the effects of IPS implementation on the outcome of workdays per year using longitudinal registry data. We estimate the average effect of being exposed to IPS implementation during four-years of implementation compared to ten control municipalities without IPS for all WAA recipients. RESULTS: We found a significant, positive, causal effect on societal level employment outcomes of 5.6 (p = 0.001, 95% CI 2.7-8.4) increased workdays per year per individual, equivalent to 12.7 years of increased work in the municipality where IPS was implemented compared to municipalities without IPS. Three years after initial exposure to IPS implementation individuals worked, on average, 10.5 more days per year equating to 23.8 years of increased work. CONCLUSIONS: Implementing IPS as a cross sectoral collaboration at a municipality level has a significant, positive, causal, societal impact on employment outcomes for all young adults in receipt of a temporary health-related rehabilitation welfare benefit.
Subject(s)
Employment, Supported , Mental Disorders , Humans , Male , Female , Young Adult , Adult , Mental Disorders/rehabilitation , Rehabilitation, Vocational/methods , Employment/statistics & numerical data , Social Welfare , Adolescent , Longitudinal StudiesABSTRACT
OBJECTIVE: Systemic sclerosis (SSc) can restrict employment participation. Our objectives were to comparatively evaluate health factors, work factors, and workplace accommodations between those who are employed and those who recently gave up employment. METHODS: A cross-sectional study was conducted of employed and recently working, but now unemployed, individuals with SSc. Demographics, employment sectors, health factors, flare frequency, work context, and information about the need, availability, and use of workplace supports were collected. RESULTS: Participants were 140 individuals (108 [77.1%] women, 32 [22.9%] men), of whom 110 (78.6%) were employed and 30 (21.4%) were unemployed. Participants worked in education/health/sciences/arts (n = 51, 36.4%), sales/retail (n = 23, 16.5%), banking/insurance/business/technology (n = 22, 15.7%), government (n = 15, 10.7%), construction/utilities (n = 10, 7.1%), and manufacturing/agriculture/mining/logging (n = 10, 7.1%). Employed participants had a lower mean age (48.4 vs 54.3 yrs), and higher level of education (77.3% with postsecondary education vs 22.7% without). Those who had no flares were more frequently employed (41.7%), compared to those who had 1 to 2 flares (35.2%) and ≥ 3 flares (23.1%). The availability of workplace accommodations differed significantly between the employed and unemployed: flexible hours (74.5% vs 40%, P = 0.0005), more rest periods (73.6% vs 46.7%, P = 0.0001), special equipment (82.7% vs 46.7%, P < 0.0001), and work schedule flexibility (66.4% vs 33.3%, P = 0.003). CONCLUSION: Health factors alone do not differentiate those who are employed and those who gave up employment. This study lays the groundwork for where SSc-specific efforts in workplace policies and practices should be directed, especially workplace support.
Subject(s)
Employment , Scleroderma, Systemic , Workplace , Humans , Female , Male , Middle Aged , Cross-Sectional Studies , Employment/statistics & numerical data , Adult , Unemployment/statistics & numerical dataABSTRACT
BACKGROUND: Multiple sclerosis (MS) is frequently accompanied by comorbid conditions. OBJECTIVES: This study aimed to determine the prevalence of key comorbid conditions in people with multiple sclerosis (pwMS) and assess their impact on quality of life and work-related activities. METHODS: A cross-sectional study involving 755 pwMS from two third-level Italian MS centers was conducted. Comorbidities were identified from medical records, and quality of life was assessed using the EQ-5D-3L questionnaire. Work-related challenges were evaluated using the Multiple Sclerosis Questionnaire for Job Difficulties (MSQ-Job). RESULTS: 53.8% of pwMS had at least one comorbidity. Hypertension, depression, and anxiety were the most prevalent. Comorbidity presence was associated with reduced quality of life scores in almost all EQ-5D-3L domains and greater job difficulties in all but one MSQ-Job domain. CONCLUSION: Comorbidities in pwMS are prevalent and have a profound influence on quality of life and work-related activities. This comprehensive study offers new insights into the role of comorbidities in MS within the Italian context, emphasizing the need for a multidisciplinary approach in MS management. Further research is crucial to deepen our understanding of these findings in the broader Italian MS community.
Subject(s)
Comorbidity , Multiple Sclerosis , Quality of Life , Humans , Multiple Sclerosis/epidemiology , Multiple Sclerosis/psychology , Male , Female , Middle Aged , Cross-Sectional Studies , Adult , Italy/epidemiology , Depression/epidemiology , Anxiety/epidemiology , Employment/statistics & numerical data , Hypertension/epidemiology , PrevalenceABSTRACT
Objectives. To test the associations between local employment opportunities for the Black workforce and drug mortality among Black Americans, while examining the potential moderating effects of fentanyl seizure rates. Methods. We derived data from the National Center for Health Statistics' restricted-access Multiple Cause of Death file, linked with county-level job counts, drug supply, and other characteristics from the US Census Bureau and the Centers for Disease Control and Prevention. After examining the characteristics of counties by the magnitudes of increases in drug mortality from 2010â2013 to 2018-2021, we conducted a first-differenced regression analysis to test the associations between the job-to-Black workforce ratio and age-adjusted drug mortality rates among Black Americans in US counties and test the moderating effects of state-level fentanyl seizure rates. Results. One more job per 100 Black workers was associated with 0.29 fewer drug overdose deaths per 100 000 Black Americans in the county. This negative association was stronger in the counties of the states with higher increases in fentanyl seizure rates. Conclusions. Increasing employment opportunities can be an important strategy for preventing Black Americans' drug mortality, especially among those living in areas with higher increases in fentanyl seizure rates. (Am J Public Health. 2024;114(7):729-732. https://doi.org/10.2105/AJPH.2024.307646).
Subject(s)
Black or African American , Employment , Humans , United States/epidemiology , Black or African American/statistics & numerical data , Employment/statistics & numerical data , Drug Overdose/mortality , Drug Overdose/ethnology , Fentanyl/poisoning , Male , Female , Adult , Middle AgedABSTRACT
OBJECTIVE: Traumatic brain injuries (TBI), irrespective of severity, may have long-term social implications. This study explores the relationships between TBI severity and outcomes related to work stability, divorce, and academic achievement. METHODS: Using a Danish nationwide sample of persons with and without TBI, we employed case-control and longitudinal cohort designs. The case-control design utilized individuals aged 18 to 60 years and examined work stability. Each case, employed at time of TBI, was compared with 10 matched controls. The cohort design utilized individuals alive from 1980 to 2016 with and without TBI and assessed the likelihood of 1) divorce and 2) higher-level education. TBI exposures included concussion, skull fractures, or confirmed TBI. RESULTS: TBI cases exhibited higher odds ratios (OR) for work instability at all follow-ups compared to controls. Increased TBI severity was associated with a higher risk of work instability at 2-year follow-up (concussion: OR = 1.83; skull fracture: OR = 2.22; confirmed TBI: OR = 4.55), and with a higher risk of not working at 10-year follow-up (confirmed TBI: OR = 2.82; concussion: OR = 1.63). The divorce incidence rate ratio (IRR) was elevated in individuals with TBI (males: IRR = 1.52; females: IRR = 1.48) compared to those without TBI. Individuals with childhood TBI had reduced chances of attaining high school degree or higher (males: IRR = 0.79; females: IRR = 0.85) compared to those without TBI. CONCLUSION: TBI is associated with an increased long-term risk of social consequences, including work instability, divorce, and diminished chances of higher education, even in cases with concussion.
Subject(s)
Academic Success , Brain Injuries, Traumatic , Divorce , Humans , Female , Male , Divorce/statistics & numerical data , Brain Injuries, Traumatic/epidemiology , Adult , Denmark/epidemiology , Case-Control Studies , Middle Aged , Longitudinal Studies , Adolescent , Employment/statistics & numerical data , Young AdultABSTRACT
AIMS: Atrial fibrillation (AF) is a common arrhythmia associated with reduced quality of life that can lead to serious complications such as stroke and heart failure. Ablation is a safe and effective treatment for AF but is not offered equally to all patients. The aim of this study is to identify demographic groups more or less likely to undergo AF ablation. METHODS AND RESULTS: All patients with newly diagnosed AF between 2010 and 2018 were identified in the Danish nationwide registries. The association between gender, age, level of education and attachment to the job market, and the likelihood of receiving AF ablation was investigated using multivariable Cox proportional hazard analysis. Cumulative incidence was calculated using the Aalen-Johansen estimator. A total of 176 248 patients were included. Men were more likely to receive ablation than women (7% vs. 3%). Patients aged 25-44 and 45-64 were most likely to receive ablation, while only 0.7% of patients aged 80 or above received ablation. The rate of ablation significantly decreased with decreasing level of education. Full-time employed patients were most likely to receive ablation, followed by self-employed, unemployed, on sick leave, undergoing education, and early retired patients. Retired patients were the least likely to receive ablation (3%). CONCLUSION: This study found that women, older patients, patients with lower levels of education, and patients on social benefits are less likely to receive AF ablation. These findings suggest that there are significant social and economic disparities in AF ablation treatment in Denmark.
Subject(s)
Atrial Fibrillation , Catheter Ablation , Educational Status , Healthcare Disparities , Registries , Humans , Atrial Fibrillation/surgery , Atrial Fibrillation/epidemiology , Denmark/epidemiology , Male , Female , Catheter Ablation/statistics & numerical data , Middle Aged , Adult , Aged , Aged, 80 and over , Health Services Accessibility/statistics & numerical data , Employment/statistics & numerical data , Age Factors , Sex Factors , Risk Factors , Unemployment/statistics & numerical dataABSTRACT
Most studies on vocational rehabilitation after heart transplantation (HTX) are based on self-reported data. Danish registries include weekly longitudinal information on all public transfer payments. We intended to describe 20-year trends in employment status for the Danish heart-transplant recipients, and examine the influence of multimorbidity and socioeconomic position (SEP). Linking registry and Scandiatransplant data (1994-2018), we conducted a study in recipients of working age (19-63 years). The cohort contained 492 recipients (79% males) and the median (IQR) age was 52 years (43-57 years). Five years after HTX, 30% of the survived recipients participated on the labor market; 9% were in a flexible job with reduced health-related working capacity. Moreover, 60% were retired and 10% eligible for labor market participation were unemployed. Recipients with multimorbidity had a higher age and a lower prevalence of employment. Five years after HTX, characteristics of recipients with labor market participation were: living alone (27%) versus cohabitation (73%); low (36%) versus medium-high (64%) educational level; low (13%) or medium-high (87%) income group. Heart-transplant recipients with multimorbidity have a higher age and a lower prevalence of employment. Socioeconomically disadvantaged recipients had a lower prevalence of labor market participation, despite being younger compared with the socioeconomically advantaged.
Subject(s)
Employment , Heart Transplantation , Registries , Humans , Middle Aged , Male , Adult , Female , Denmark , Employment/statistics & numerical data , Young Adult , Rehabilitation, Vocational/statistics & numerical data , Social Work , Socioeconomic Factors , MultimorbidityABSTRACT
OBJECTIVE: To estimate the potential economic burden of long COVID in Australia. DESIGN: A stock-and-flow model of weekly estimated numbers of people with long COVID (January 2021 to June 2023); application of proxy cost estimates from people living with myalgic encephalomyelitis/chronic fatigue syndrome; time series analysis of labour market and social security datasets. SETTING: The working age Australian population. MAIN OUTCOME MEASURES: The likely number of Australians severely impacted by long COVID; the economic cost of long COVID; and the impacts of long COVID, determined by analysis of labour market data. RESULTS: At its peak in late 2022, between 181 000 and 682 000 Australians may have experienced some long COVID symptoms, of whom 40 000-145 000 may have been severely affected. Severe cases potentially decreased to affecting 10 000-38 000 people by June 2023. The likely economic burden of long COVID in Australia during 2022 was between $1.7 billion and $6.3 billion (some 0.07% to 0.26% of gross domestic product). Labour market data suggest that between 25 000 (February 2023) and 103 000 (June 2023) more working age Australians reported being unable to work due to long term sickness than would have been predicted based on pre-COVID-19 trends. This does not appear to have translated into increased claims for Disability Support Pensions, but numbers of working age Carer Allowance recipients have grown markedly since 2022. CONCLUSIONS: Long COVID likely imposed a small but significant aggregate toll on the Australian economy, while exposing tens of thousands of Australians to substantial personal economic hardship and contributing to labour market supply constraints. Yet while some signal from long COVID is discernible in the labour force data, Australia lacks adequate direct surveillance data to securely guide policy making.
Subject(s)
COVID-19 , Cost of Illness , Humans , Australia/epidemiology , COVID-19/economics , COVID-19/epidemiology , SARS-CoV-2 , Post-Acute COVID-19 Syndrome , Adult , Middle Aged , Fatigue Syndrome, Chronic/economics , Fatigue Syndrome, Chronic/epidemiology , Employment/economics , Employment/statistics & numerical data , Female , MaleABSTRACT
BACKGROUND: Epilepsy is a significant public health concern and the most common neurological disorder. Lack of understanding of the disease may magnify the challenges faced by employees with epilepsy, including effective management of symptoms, and full participation in workplace and work productivity. AIM: Study aimed to evaluate epilepsy self-management skills of working individuals with epilepsy and to determine the impact of it on productivity at work. METHODS: The study adopted a cross-sectional design and involved 111 individuals with epilepsy. Data collection was carried out using a socio-demographic characteristics form, the "Epilepsy Self-Management Scale" and the "Endikot Work Productivity Scale." RESULTS: The average age was 35.76 ± 3.39 in the study. The majority of the participants (57.7 %) were women. Additionally, 33.3 % were private sector employee, and 39.6 % held a bachelor's degree. The mean score of the Epilepsy Self Management Scale was 3.91 ± 0.15, the total score of Endikot Work Productivity Scale was 39.84 ± 6.33. A negative significant correlation was observed between epilepsy self management and work productivity. Moreover, women (3.94 ± 0.17) and healthcare workers (3.97 ± 0.06) had higher scores of epilepsy self management. While men (40.43 ± 0.15) demonstrated higher productivity scores, public servants (35.61 ± 0.34) had lower scores compared to others (p < 0.05). CONCLUSIONS: The findings of this study suggest that improved self-management of epilepsy among working individuals leads to increased work productivity. The epilepsy-management skills of women and healthcare workers was higher. Furthermore, men exhibited lower productivity levels, while woman and public servants displayed higher.
Subject(s)
Efficiency , Epilepsy , Self-Management , Humans , Female , Male , Epilepsy/therapy , Epilepsy/psychology , Adult , Cross-Sectional Studies , Middle Aged , Surveys and Questionnaires , Young Adult , Employment/statistics & numerical dataABSTRACT
OBJECTIVE: This study explored the association of childhood-onset epilepsy (COE) with educational attainment, adulthood employment, and income. METHODS: A population-based cohort of 312 children with COE was identified from Tampere University Hospital, Finland. Population Register Center formed a matched random population sample of 1248 children without COE as a reference cohort. The two cohorts were linked to the Statistics Finland database to obtain information on educational attainment, employment status, and income. Fisher's exact test was used to compare employment and graduation. Independent samples t-test was used for analyzing graduation grades and the Mann-Whitney test was used for analyzing yearly income. Results were stratified by sex and disability. RESULTS: During a follow-up of 25 years, a substantially higher proportion of the patients never entered the workforce, 37 % (109/312) compared with 4 % (44/1248) for the referents without COE (p < 0.001). A two-fold difference was observed for COE patients without other disabilities (7.7 %, 13/169, p = 0.01). No clear difference was found in long-term employment between the COE without disabilities and the referents (67 %, 114/169 versus 74 %, 920/1248, p = 0.087). The patients with COE had worse lower secondary school graduation grade averages (7.36 vs 7.6, p = 0.004) and graduation rates (64 % vs 98 %, p < 0.001), the patients without disabilities had similar results to referents (7.43, p = 0.07, 98 %). Of the patients with COE, 18 % graduated from college compared to 38 % of the referents (p < 0.001). The median income was lower in males and females with COE of all ages compared to the referents. The COE patients without additional mental or physical disabilities had income comparable to the healthy referents. 143 patients (46 %) had additional disabilities. SIGNIFICANCE: Patients with COE have lower educational attainment, stable employment, and income. Patients without disabilities also have an increased risk of unemployment, but those capable of entering the workforce have stable careers with earnings comparable to the rest of the population.
Subject(s)
Educational Status , Employment , Epilepsy , Humans , Male , Female , Employment/statistics & numerical data , Epilepsy/epidemiology , Adult , Finland/epidemiology , Cohort Studies , Adolescent , Young Adult , Age of Onset , Child , Income/statistics & numerical data , Disabled Persons/statistics & numerical dataABSTRACT
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.
Subject(s)
Disabled Persons , Employment , Epilepsy , Humans , Female , Male , Epilepsy/epidemiology , Epilepsy/psychology , Middle Aged , Adult , Adolescent , Aged , Young Adult , Employment/statistics & numerical data , Disabled Persons/statistics & numerical data , Turkey/epidemiology , Surveys and Questionnaires , Cost of Illness , Prospective Studies , Socioeconomic FactorsABSTRACT
OBJECTIVES/BACKGROUND: Pediatric inflammatory bowel disease (PIBD) poses significant challenges not only to patients but also to their families, particularly affecting the work productivity of caregivers. This Spanish multicenter study aims to elucidate the extent of this impact. MATERIALS AND METHODS: A cross-sectional, multicenter study was conducted between February 2021 and June 2023, involving parents or caregivers of PIBD patients aged 10-18 years. The study utilized the Work Productivity and Activity Impairment (WPAI) questionnaires alongside assessing disease activity and socioeconomic status to quantify work productivity loss and its economic implications. RESULTS: The study included 370 patients from 37 centers, highlighting a significant loss of work productivity among caregivers, especially mothers. The global unemployment rate was notably higher in this group compared to national averages (22.9% vs. 13.8%), particularly among females (30.7% vs. 13.7%), with absenteeism and presenteeism rates (26.4% and 39.9%) significantly impacting the caregivers' ability to work. The study also identified active disease and treatment with biologics or steroids as risk factors for increased work productivity loss. CONCLUSIONS: Caregivers of children with inflammatory bowel disease face considerable challenges in maintaining employment, with a notable economic impact due to lost work hours. The findings underscore the need for targeted support and interventions to assist these families, suggesting potential areas for policy improvement and support mechanisms to mitigate the socioeconomic burden of PIBD on affected families.