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Enguita-Germán M, Tamayo I, Librero J, Ballesteros-Domínguez A, Oscoz-Villanueva I, Galbete A, Arnedo L, Cambra K, Gorricho J, Moreno-Iribas C, Millán-Ortuondo E, Ibáñez-Beroiz B. Sex-dependent effect of socioeconomic status on cardiovascular event risk in a population-based cohort of patients with type 2 diabetes. Eur J Public Health 2024; 34:441-448. [PMID: 38484146 PMCID: PMC11161156 DOI: 10.1093/eurpub/ckae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Socioeconomic status (SES) factors often result in profound health inequalities among populations, and their impact may differ between sexes. The aim of this study was to estimate and compare the effect of socioeconomic status indicators on incident cardiovascular disease (CVD)-related events among males and females with type 2 diabetes (T2D). METHODS A population-based cohort from a southern European region including 24,650 patients with T2D was followed for five years. The sex-specific associations between SES indicators and the first occurring CVD event were modeled using multivariate Fine-Gray competing risk models. Coronary Heart Disease (CHD) and stroke were considered secondary outcomes. RESULTS Patients without a formal education had a significantly higher risk of CVD than those with a high school or university education, with adjusted hazard ratios (HRs) equal to 1.24 (95%CI: 1.09-1.41) for males and 1.50 (95%CI: 1.09-2.06) for females. Patients with <18 000€ income had also higher CVD risk than those with ≥18 000€, with HRs equal to 1.44 (95%CI: 1.29-1.59) for males and 1.42 (95%CI: 1.26-1.60) for females. Being immigrant showed a HR equal to 0.81 (95%CI: 0.66-0.99) for males and 1.13 (95%CI: 0.68-1.87) for females. Similar results were observed for stroke, but differed for CHD when income is used, which had higher effect in females. CONCLUSION Socioeconomic inequalities in CVD outcomes are present among T2D patients, and their magnitude for educational attainment is sex-dependent, being higher in females, suggesting the need to consider them when designing tailored primary prevention and management strategies.
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Affiliation(s)
- Mónica Enguita-Germán
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
| | - Ibai Tamayo
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
| | - Julián Librero
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
| | - Asier Ballesteros-Domínguez
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
| | - Ignacio Oscoz-Villanueva
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
| | - Arkaitz Galbete
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
- Departamento de Estadística, UPNA, Pamplona, Spain
| | - Laura Arnedo
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
| | - Koldo Cambra
- Dirección de Salud Pública y Adicciones, Departamento de Sanidad del Gobierno Vasco, Vitoria-Gasteiz, Spain
| | - Javier Gorricho
- Servicio de Evaluación y Difusión de resultados en Salud, Servicio Navarro de Salud (SNS-O), Pamplona, Spain
| | - Conchi Moreno-Iribas
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Consorcio de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Madrid, Spain. Instituto de Salud Pública, Pamplona, Spain
| | | | - Berta Ibáñez-Beroiz
- Unidad de Metodología, Navarrabiomed-HUN-UPNA, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud (RICAPPS), Pamplona, Spain
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Aziz AM, Rizian AE, Tawfik FM, Mekky JF. Determinants of the quality of life in Egyptian patients with cerebrovascular stroke by using the stroke specific QoL questionnaire. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2023. [DOI: 10.1186/s41983-023-00617-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/10/2023] Open
Abstract
Abstract
Background
Stroke is a neurological disorder resulting from a sudden decline in blood flow to a localized area of the brain. It is the second most common cause of death and the third most common cause of disability worldwide. Quality of life (QOL) is increasingly being used as an outcome measure designed to evaluate the quality of care for patients with stroke.
Objective
The study aims to assess the quality of life of cerebrovascular stroke patients in Alexandria, Egypt.
Methods
A descriptive crossover study was held on 80 adult cerebrovascular stroke patients admitted to the stroke unit at (Elhadra) University Hospital, Neuropsychiatry Department, and the outpatient clinics at the Main University Hospital.
Result
The main result of study revealed that there was a highly significant relation between socio-demographic characteristics and the patient’s quality of life (QOL), especially age, employment status, and the monthly income, the overall QOL (P < 0.05).
Recommendation
The study recommended that design health education program to raise stroke patient QOL, design program to improve care giver attitude toward stroke patient, collaborative efforts among the governmental agencies to improve the educational level of the citizens, further studies to examine QOL on larger group of patients to generalize the results.
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Tao C, Yuan Y, Xu Y, Zhang S, Wang Z, Wang S, Liang J, Wang Y. Role of cognitive reserve in ischemic stroke prognosis: A systematic review. Front Neurol 2023; 14:1100469. [PMID: 36908598 PMCID: PMC9992812 DOI: 10.3389/fneur.2023.1100469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 01/26/2023] [Indexed: 02/24/2023] Open
Abstract
Objective This systematic review was performed to identify the role of cognitive reserve (CR) proxies in the functional outcome and mortality prognostication of patients after acute ischemic stroke. Methods PubMed, Embase, Web of Science, and Cochrane Library were comprehensively searched by two independent reviewers from their inception to 31 August 2022, with no restrictions on language. The reference lists of reviews or included articles were also searched. Cohort studies with a follow-up period of ≥3 months identifying the association between CR indicators and the post-stroke functional outcome and mortality were included. The outcome records for patients with hemorrhage and ischemic stroke not reported separately were excluded. The Quality In Prognosis Studies (QUIPS) tool was used to assess the quality of included studies. Results Our search yielded 28 studies (n = 1,14,212) between 2004 and 2022, of which 14 were prospective cohort studies and 14 were retrospective cohort studies. The follow-up period ranged from 3 months to 36 years, and the mean or median age varied from 39.6 to 77.2 years. Of the 28 studies, 15 studies used the functional outcome as their primary outcome interest, and 11 of the 28 studies included the end-point interest of mortality after ischemic stroke. In addition, two of the 28 studies focused on the interest of functional outcomes and mortality. Among the included studies, CR proxies were measured by education, income, occupation, premorbid intelligence quotient, bilingualism, and socioeconomic status, respectively. The quality of the review studies was affected by low to high risk of bias. Conclusion Based on the current literature, patients with ischemic stroke with higher CR proxies may have a lower risk of adverse outcomes. Further prospective studies involving a combination of CR proxies and residuals of fMRI measurements are warranted to determine the contribution of CR to the adverse outcome of ischemic stroke. Systematic review registration PROSPERO, identifier CRD42022332810, https://www.crd.york.ac.uk/PROSPERO/.
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Affiliation(s)
- Chunhua Tao
- Department of Neurology, Affiliated Hospital of Yangzhou University, Yangzhou, China.,School of Nursing and School of Public Health, Yangzhou University, Yangzhou, China
| | - Yuan Yuan
- School of Nursing and School of Public Health, Yangzhou University, Yangzhou, China.,Division of Satoyama Nursing and Telecare, Nagano College of Nursing, Komagane, Japan
| | - Yijun Xu
- Department of the Advanced Biomedical Research, Interdisciplinary Graduate School of Medicine, University of Yamanashi, Chuo, Japan
| | - Song Zhang
- Department of Biomedical Science and Institute of Bioscience and Biotechnology, Kangwon National University, Chuncheon-si, Gangwon-do, Republic of Korea
| | - Zheng Wang
- School of Nursing and School of Public Health, Yangzhou University, Yangzhou, China
| | - Sican Wang
- School of Nursing and School of Public Health, Yangzhou University, Yangzhou, China
| | - Jingyan Liang
- Department of Anatomy, Medical College, Yangzhou University, Yangzhou, China.,Jiangsu Key Laboratory of Integrated Traditional Chinese and Western Medicine for Prevention and Treatment of Senile Diseases, Yangzhou University, Yangzhou, China
| | - Yingge Wang
- Department of Neurology, Affiliated Hospital of Yangzhou University, Yangzhou, China
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Tod E, McCartney G, Fischbacher C, Stockton D, Lewsey J, Grant I, Wyper GMA, Mesalles-Naranjo O, McFadden M, Dobbie R. What causes the burden of stroke in Scotland? A comparative risk assessment approach linking the Scottish Health Survey to administrative health data. PLoS One 2019; 14:e0216350. [PMID: 31283778 PMCID: PMC6613691 DOI: 10.1371/journal.pone.0216350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Accepted: 04/18/2019] [Indexed: 02/04/2023] Open
Abstract
Background The availability of robust evidence to inform effective public health decision making is becoming increasingly important, particularly in a time of competing health demands and limited resources. Comparative Risk Assessments (CRA) are useful in this regard as they quantify the contribution of modifiable exposures to the disease burden in a population. The aim of this study is to assess the contribution of a range of modifiable exposures to the burden of disease due to stroke, an important public health problem in Scotland. Methods We used individual-level response data from eight waves (1995–2012) of the Scottish Health Survey linked to acute hospital discharge records from the Scottish Morbidity Record 01 (SMR01) and cause of death records from the death register. Stroke was defined using the International Classification of Disease (ICD) 9 codes 430–431, 433–4 and 436; and the ICD10 codes I60-61 and I63-64 and stroke incidence was defined as a composite of an individual’s first hospitalisation or death from stroke. A literature review identified exposures causally linked to stroke. Exposures were mapped to the layers of the Dahlgren & Whitehead model of the determinants of health and Population Attributable Fractions were calculated for each exposure deemed a significant causal risk of stroke from a Cox Proportional Hazards Regression model. Population Attributable Fractions were not summed as they may add to more than 100% due to the possibility of a person being exposed to more than one exposure simultaneously. Results Overall, the results suggest that socioeconomic factors explain the largest proportion of incident stroke hospitalisations and deaths, after adjustment for confounding. After DAG adjustment, low education explained 38.8% (95% Confidence Interval 26.0% to 49.4%, area deprivation (as measured by the Scottish Index of Multiple Deprivation) 34.9% (95% CI 26.4 to 42.4%), occupational social class differences 30.3% (95% CI 19.4% to 39.8%), high systolic blood pressure 29.6% (95% CI 20.6% to 37.6%), smoking 25.6% (95% CI 17.9% to 32.6%) and area deprivation (as measured by the Carstairs area deprivation Index) 23.5% (95% CI 14.4% to 31.7%), of incident strokes in Scotland after adjustment. Conclusion This study provides evidence for prioritising interventions that tackle socioeconomic inequalities as a means of achieving the greatest reduction in avoidable strokes in Scotland. Future work to disentangle the proportion of the effect of deprivation transmitted through intermediate mediators on the pathway between socioeconomic inequalities and stroke may offer additional opportunities to reduce the incidence of stroke in Scotland.
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Affiliation(s)
| | | | - Colin Fischbacher
- Information Services Division (ISD), NHS National Services Scotland, Edinburgh, Scotland
| | | | - James Lewsey
- Health Economics & Health Technology Assessment, Institute of Health & Wellbeing, University of Glasgow, Glasgow, Scotland
| | - Ian Grant
- Information Services Division (ISD), NHS National Services Scotland, Edinburgh, Scotland
| | | | - Oscar Mesalles-Naranjo
- Information Services Division (ISD), NHS National Services Scotland, Edinburgh, Scotland
| | - Mag McFadden
- Information Services Division (ISD), NHS National Services Scotland, Edinburgh, Scotland
| | - Richard Dobbie
- Information Services Division (ISD), NHS National Services Scotland, Edinburgh, Scotland
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Hannerz H, Larsen AD, Garde AH. Long weekly working hours and ischaemic heart disease: a follow-up study among 145 861 randomly selected workers in Denmark. BMJ Open 2018; 8:e019807. [PMID: 29909368 PMCID: PMC6009463 DOI: 10.1136/bmjopen-2017-019807] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Revised: 05/07/2018] [Accepted: 05/11/2018] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES The aim of the present study was to test if incidences of ischaemic heart disease (IHD) and usage of antihypertensive drugs are independent of weekly working hours (WWH) among full-time employees in Denmark. DESIGN AND PARTICIPANTS Data on WWH from participants of the Danish labour force surveys, 1999-2013, were linked on an individual level to national registers with data on socioeconomic status (SES), industry, emigrations, redeemed prescriptions, hospital contacts and deaths. Participants were followed until the end of 2014 (on average 7.7 years). Poisson regression was used to model incidence rates as a function of WWH. The analyses were controlled for calendar time, time passed since start of follow-up, employment in the healthcare industry, age, sex, SES and night work. RESULTS In total, we found 3635 cases of IHD and 20 648 cases of antihypertensive drug usage. The rate ratio of IHD was 0.95 (95% CI 0.85 to 1.06) for 41-48 compared with 32-40 WWH and 1.07 (0.94 to 1.21) for >48 compared with 32-40 WWH. The corresponding rate ratios for antihypertensive drug usage were 0.99 (0.95 to 1.04) and 1.02 (0.97 to 1.08). No statistically significant interactions between WWH and sex, SES and night work, respectively, were found. CONCLUSION In this Danish sample, we did not find any statistically significant association between WWH and IHD or antihypertensive drug usage.
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Affiliation(s)
- Harald Hannerz
- National Research Centre for the Working Environment, Copenhagen, Denmark
| | | | - Anne Helene Garde
- National Research Centre for the Working Environment, Copenhagen, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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Hannerz H, Soll-Johanning H. Working hours and all-cause mortality in relation to the EU Working Time Directive: a Danish cohort study. Eur J Public Health 2018. [DOI: 10.1093/eurpub/cky027] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Harald Hannerz
- Department of Epidemiology and surveillance, National Research Centre for the Working Environment, Copenhagen, Denmark
| | - Helle Soll-Johanning
- Department of Epidemiology and surveillance, National Research Centre for the Working Environment, Copenhagen, Denmark
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McCormick J, Chen R. Impact of socioeconomic deprivation on mortality in people with haemorrhagic stroke: a population-based cohort study. Postgrad Med J 2016; 92:501-5. [DOI: 10.1136/postgradmedj-2015-133663] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 02/04/2016] [Indexed: 11/04/2022]
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RETRACTED ARTICLE: Relationship of Serum Heart-Type Fatty Acid-Binding Protein Levels and Cerebral Infarction: a Meta-analysis. Mol Neurobiol 2015. [DOI: 10.1007/s12035-014-8890-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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9
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Andersen KK, Dalton SO, Steding-Jessen M, Olsen TS. Socioeconomic Position and Survival After Stroke in Denmark 2003 to 2012. Stroke 2014; 45:3556-60. [DOI: 10.1161/strokeaha.114.007046] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Klaus Kaae Andersen
- From the Section of Statistics, Danish Cancer Society Research Center, Copenhagen, Denmark (K.K.A., S.O.D., M.S.-J.); and Stroke Unit, Frederiksberg University Hospital, Frederiksberg, Denmark (T.S.O.)
| | - Susanne Oksbjerg Dalton
- From the Section of Statistics, Danish Cancer Society Research Center, Copenhagen, Denmark (K.K.A., S.O.D., M.S.-J.); and Stroke Unit, Frederiksberg University Hospital, Frederiksberg, Denmark (T.S.O.)
| | - Marianne Steding-Jessen
- From the Section of Statistics, Danish Cancer Society Research Center, Copenhagen, Denmark (K.K.A., S.O.D., M.S.-J.); and Stroke Unit, Frederiksberg University Hospital, Frederiksberg, Denmark (T.S.O.)
| | - Tom Skyhøj Olsen
- From the Section of Statistics, Danish Cancer Society Research Center, Copenhagen, Denmark (K.K.A., S.O.D., M.S.-J.); and Stroke Unit, Frederiksberg University Hospital, Frederiksberg, Denmark (T.S.O.)
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Stecksén A, Glader EL, Asplund K, Norrving B, Eriksson M. Education level and inequalities in stroke reperfusion therapy: observations in the Swedish stroke register. Stroke 2014; 45:2762-8. [PMID: 25074515 DOI: 10.1161/strokeaha.114.005323] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Previous studies have revealed inequalities in stroke treatment based on demographics, hospital type, and region. We used the Swedish Stroke Register (Riksstroke) to test whether patient education level is associated with reperfusion (either or both of thrombolysis and thrombectomy) treatment. METHODS We included 85 885 patients with ischemic stroke aged 18 to 80 years registered in Riksstroke between 2003 and 2009. Education level was retrieved from Statistics Sweden, and thrombolysis, thrombectomy, patient, and hospital data were obtained from Riksstroke. We used multivariable logistic regression to analyze the association between reperfusion therapy and patient education. RESULTS A total of 3649 (4.2%) of the patients received reperfusion therapy. University-educated patients were more likely to be treated (5.5%) than patients with secondary (4.6%) or primary education (3.6%; P<0.001). The inequality associated with education was still present after adjustment for patient characteristics; university education odds ratio, 1.14; 95% confidence interval, 1.03 to 1.26 and secondary education odds ratio, 1.08; 95% confidence interval, 1.00 to 1.17 compared with primary education. Higher hospital specialization level was also associated with higher reperfusion levels (P<0.001). In stratified multivariable analyses by hospital type, significant treatment differences by education level existed only among large nonuniversity hospitals (university education odds ratio, 1.20; 95% confidence interval, 1.04-1.40; secondary education odds ratio, 1.14; 95% confidence interval, 1.01-1.29). CONCLUSIONS We demonstrated a social stratification in reperfusion, partly explained by patient characteristics and the local hospital specialization level. Further studies should address treatment delays, stroke knowledge, and means to improve reperfusion implementation in less specialized hospitals.
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Affiliation(s)
- Anna Stecksén
- From the Departments of Public Health and Clinical Medicine (A.S., E.-L.G., K.A.) and Statistics (M.E.), Umeå University, Umeå, Sweden; and Department of Clinical Sciences, Section of Neurology, Lund University, Lund, Sweden (B.N.).
| | - Eva-Lotta Glader
- From the Departments of Public Health and Clinical Medicine (A.S., E.-L.G., K.A.) and Statistics (M.E.), Umeå University, Umeå, Sweden; and Department of Clinical Sciences, Section of Neurology, Lund University, Lund, Sweden (B.N.)
| | - Kjell Asplund
- From the Departments of Public Health and Clinical Medicine (A.S., E.-L.G., K.A.) and Statistics (M.E.), Umeå University, Umeå, Sweden; and Department of Clinical Sciences, Section of Neurology, Lund University, Lund, Sweden (B.N.)
| | - Bo Norrving
- From the Departments of Public Health and Clinical Medicine (A.S., E.-L.G., K.A.) and Statistics (M.E.), Umeå University, Umeå, Sweden; and Department of Clinical Sciences, Section of Neurology, Lund University, Lund, Sweden (B.N.)
| | - Marie Eriksson
- From the Departments of Public Health and Clinical Medicine (A.S., E.-L.G., K.A.) and Statistics (M.E.), Umeå University, Umeå, Sweden; and Department of Clinical Sciences, Section of Neurology, Lund University, Lund, Sweden (B.N.)
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Walter S, Glymour M, Avendano M. The health effects of US unemployment insurance policy: does income from unemployment benefits prevent cardiovascular disease? PLoS One 2014; 9:e101193. [PMID: 25025281 PMCID: PMC4098914 DOI: 10.1371/journal.pone.0101193] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2013] [Accepted: 06/04/2014] [Indexed: 11/22/2022] Open
Abstract
Objective Previous studies suggest that unemployment predicts increased cardiovascular disease (CVD) risk, but whether unemployment insurance programs mitigate this risk has not been assessed. Exploiting US state variations in unemployment insurance benefit programs, we tested the hypothesis that more generous benefits reduce CVD risk. Methods Cohort data came from 16,108 participants in the Health and Retirement Study (HRS) aged 50–65 at baseline interviewed from 1992 to 2010. Data on first and recurrent CVD diagnosis assessed through biennial interviews were linked to the generosity of unemployment benefit programmes in each state and year. Using state fixed-effect models, we assessed whether state changes in the generosity of unemployment benefits predicted CVD risk. Results States with higher unemployment benefits had lower incidence of CVD, so that a 1% increase in benefits was associated with 18% lower odds of CVD (OR:0.82, 95%-CI:0.71–0.94). This association remained after introducing US census regional division fixed effects, but disappeared after introducing state fixed effects (OR:1.02, 95%-CI:0.79–1.31).This was consistent with the fact that unemployment was not associated with CVD risk in state-fixed effect models. Conclusion Although states with more generous unemployment benefits had lower CVD incidence, this appeared to be due to confounding by state-level characteristics. Possible explanations are the lack of short-term effects of unemployment on CVD risk. Future studies should assess whether benefits at earlier stages of the life-course influence long-term risk of CVD.
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Affiliation(s)
- Stefan Walter
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, United States of America
- Department of Public Health, Erasmus University Medical Center, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus University Medical Center, Rotterdam, The Netherlands
- * E-mail:
| | - Maria Glymour
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, California, United States of America
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, United States of America
| | - Mauricio Avendano
- Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, Massachusetts, United States of America
- LSE Health and Social Care, London School of Economics and Political Science, London, United Kingdom
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Income and education as predictors of stroke mortality after the survival of a first stroke. Stroke Res Treat 2012; 2012:983145. [PMID: 22577605 PMCID: PMC3345257 DOI: 10.1155/2012/983145] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2011] [Revised: 02/09/2012] [Accepted: 02/12/2012] [Indexed: 11/28/2022] Open
Abstract
Background. It is well known that socioeconomic indicators, such as income and education, predict both stroke incidence and stroke mortality. This means that persons in lower socioeconomic positions are less likely to survive their stroke, and there will be a selective survival in the group discharged from hospital after their first stroke. Question. Does socioeconomic position continue to predict mortality, stroke specific, or from other causes, among patients surviving their first stroke in spite of this selective survival? Methods. All persons in Sweden aged 40–59 years who were discharged after a first hospitalization for stroke in 1996–2000 were included (n = 10,487), then followed up until the end of the fourth calendar year after discharge. Data were analysed with Cox regressions controlling for age, sex, and stroke type. Results. Persons with high socioeconomic position, measured by education and income, have lower mortality than those of low position. Education was not significant when adjusted for income, however. The risk of dying was similar for stroke-specific mortality and all-cause mortality, for those with cerebral infarction as well as for all patients. Conclusions. Socioeconomic position predicted stroke-specific mortality also in the selective group of persons who survived their first stroke.
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