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Sztaniszláv Á, Björkenheim A, Magnuson A, Bryngelsson IL, Edvardsson N, Poci D. The impact of education level on all-cause mortality in patients with atrial fibrillation. Sci Rep 2024; 14:25386. [PMID: 39455584 PMCID: PMC11511939 DOI: 10.1038/s41598-024-74478-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 09/26/2024] [Indexed: 10/28/2024] Open
Abstract
The association of socioeconomic status with cardiovascular morbidity and mortality is well known, but data on the influence of education level on mortality in individuals with atrial fibrillation (AF) are scarce. We investigated education level as a predictor of all-cause mortality in patients diagnosed with AF. This retrospective cohort study used a database created from several Swedish nationwide registries to identify all patients hospitalized with a diagnosis of AF hospitalized from 1995 to 2008. Education level was categorized as primary, secondary, and academic. All-cause mortality risk was estimated in subpopulations defined by the Charlson Comorbidity Index and several comorbidities. A total of 272,182 patients (56% male; mean age 72 ± 10 years) were followed for five years. Cox regression models showed a reduction in all-cause mortality risk with increased education level. Hazard ratios (HR) relative to primary education remained significant after stratification and adjustment for several confounders: secondary education HR = 0.88; 95% CI: 0.86-0.89; P < 0.001; academic education HR = 0.70; 95% CI: 0.67-0.72; P < 0.001. Subpopulation analyses confirmed a significant reduction in relative risk with higher education level. Targeted screening and education programs could be effective in reducing mortality in AF patients with fewer years of formal education.
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Affiliation(s)
- Áron Sztaniszláv
- Department of Cardiology, School of Medical Sciences, Örebro University, Örebro, Sweden.
| | - Anna Björkenheim
- Department of Cardiology, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Anders Magnuson
- Clinical Epidemiology and Biostatistics, School of Medical Sciences, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Ing-Liss Bryngelsson
- Department of Occupational and Environmental Medicine, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Nils Edvardsson
- Sahlgrenska Academy at Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Dritan Poci
- Department of Cardiology, School of Medical Sciences, Örebro University, Örebro, Sweden
- Sahlgrenska Academy at Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Clinical Physiology, Sahlgrenska University Hospital, Gothenburg, Sweden
- Faculty of Medicine and Health, Örebro University, Örebro, Sweden
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2
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Simoni AH, Bucci T, Romiti GF, Frydenlund J, Johnsen SP, Abdul-Rahim AH, Lip GYH. Social determinants of health and clinical outcomes among patients with atrial fibrillation: evidence from a global federated health research network. QJM 2024; 117:353-359. [PMID: 38060301 PMCID: PMC11150002 DOI: 10.1093/qjmed/hcad275] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2023] [Revised: 11/23/2023] [Indexed: 12/08/2023] Open
Abstract
BACKGROUND Few studies have investigated the role of social determinants of health (SDoH) in patients with atrial fibrillation (AF). AIM To investigate the relationship between SDoH and adverse events in a large multinational AF cohort. DESIGN Retrospective study utilizing a global federated health research network (TriNetX). METHODS Patients with AF were categorized as socially deprived defined according to ICD codes based on three SDoHs: (i) extreme poverty; (ii) unemployment; and/or (iii) problems related with living alone. The outcomes were the 5-year risk of a composite outcomes of all-cause death, hospitalization, ischemic heart disease (IHD), stroke, heart failure (HF) or severe ventricular arrhythmias. Cox regression was used to compute hazard rate ratios (HRs) and 95% confidence intervals (CIs) following 1:1 propensity score matching (PSM). RESULTS The study included 24 631 socially deprived (68.8 ± 16.0 years; females 51.8%) and 2 462 092 non-deprived AF patients (75.5 ± 13.1 years; females 43.8%). Before PSM, socially deprived patients had a higher risk of the composite outcome (HR 1.9, 95% CI 1.87-1.93), all-cause death (HR 1.34, 95% CI 1.28-1.39), hospitalization (HR 2.01, 95% CI 1.98-2.04), IHD (HR 1.67, 95% CI 1.64-1.70), stroke (HR 2.60, 95% CI 2.51-2.64), HF (HR 1.91, 95% CI 1.86-1.96) and severe ventricular arrhythmias (HR 1.83, 95% CI 1.76-1.90) compared to non-deprived AF patients. The PSM-based hazard ratios for the primary composite outcome were 1.54 (95% CI 1.49-1.60) for the unemployed AF patients; 1.39 (95% CI 1.31-1.47) for patients with extreme poverty or with low income; and 1.42 (95% CI 1.37-1.47) for those with problems related with living alone. CONCLUSIONS In patients with AF, social deprivation is associated with an increased risk of death and adverse cardiac events. The presence of possible unmeasured bias associated with the retrospective design requires confirmation in future prospective studies.
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Affiliation(s)
- A H Simoni
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Danish Center for Health Services Research, Aalborg University, Aalborg, Denmark
| | - T Bucci
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of General and Specialized Surgery, Sapienza University of Rome, Rome, Italy
| | - G F Romiti
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - J Frydenlund
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Danish Center for Health Services Research, Aalborg University, Aalborg, Denmark
| | - S P Johnsen
- Department of Clinical Medicine, Danish Center for Health Services Research, Aalborg University, Aalborg, Denmark
| | - A H Abdul-Rahim
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Stroke Division, Department of Medicine for Older People, Whiston Hospital, St Helens and Knowsley Teaching Hospitals NHS Trust, Prescot, UK
| | - G Y H Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Danish Center for Health Services Research, Aalborg University, Aalborg, Denmark
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Shantsila E, Choi EK, Lane DA, Joung B, Lip GY. Atrial fibrillation: comorbidities, lifestyle, and patient factors. THE LANCET REGIONAL HEALTH. EUROPE 2024; 37:100784. [PMID: 38362547 PMCID: PMC10866737 DOI: 10.1016/j.lanepe.2023.100784] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 09/25/2023] [Accepted: 11/02/2023] [Indexed: 02/17/2024]
Abstract
Modern anticoagulation therapy has dramatically reduced the risk of stroke and systemic thromboembolism in people with atrial fibrillation (AF). However, AF still impairs quality of life, increases the risk of stroke and heart failure, and is linked to cognitive impairment. There is also a recognition of the residual risk of thromboembolic complications despite anticoagulation. Hence, AF management is evolving towards a more comprehensive understanding of risk factors predisposing to the development of this arrhythmia, its' complications and interventions to mitigate the risk. This review summarises the recent advances in understanding of risk factors for incident AF and managing these risk factors. It includes a discussion of lifestyle, somatic, psychological, and socioeconomic risk factors. The available data call for a practice shift towards a more individualised approach considering an increasingly broader range of health and patient factors contributing to AF-related health burden. The review highlights the needs of people living with co-morbidities (especially with multimorbidity), polypharmacy and the role of the changing population demographics affecting the European region and globally.
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Affiliation(s)
- Eduard Shantsila
- Department of Primary Care and Mental Health, University of Liverpool, United Kingdom
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
- Brownlow Group GP Practice, Liverpool, United Kingdom
| | - Eue-Keun Choi
- Division of Cardiology, Department of Internal Medicine, Seoul National University College of Medicine and Seoul National University Hospital, Seoul, Republic of Korea
| | - Deirdre A. Lane
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, University of Liverpool, United Kingdom
- Department of Clinical Medicine, Aalborg University, Denmark
| | - Boyoung Joung
- Division of Cardiology, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Gregory Y.H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, University of Liverpool, United Kingdom
- Department of Clinical Medicine, Aalborg University, Denmark
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Joglar JA, Chung MK, Armbruster AL, Benjamin EJ, Chyou JY, Cronin EM, Deswal A, Eckhardt LL, Goldberger ZD, Gopinathannair R, Gorenek B, Hess PL, Hlatky M, Hogan G, Ibeh C, Indik JH, Kido K, Kusumoto F, Link MS, Linta KT, Marcus GM, McCarthy PM, Patel N, Patton KK, Perez MV, Piccini JP, Russo AM, Sanders P, Streur MM, Thomas KL, Times S, Tisdale JE, Valente AM, Van Wagoner DR. 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. Circulation 2024; 149:e1-e156. [PMID: 38033089 PMCID: PMC11095842 DOI: 10.1161/cir.0000000000001193] [Citation(s) in RCA: 707] [Impact Index Per Article: 707.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
AIM The "2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation" provides recommendations to guide clinicians in the treatment of patients with atrial fibrillation. METHODS A comprehensive literature search was conducted from May 12, 2022, to November 3, 2022, encompassing studies, reviews, and other evidence conducted on human subjects that were published in English from PubMed, EMBASE, the Cochrane Library, the Agency for Healthcare Research and Quality, and other selected databases relevant to this guideline. Additional relevant studies, published through November 2022, during the guideline writing process, were also considered by the writing committee and added to the evidence tables, where appropriate. STRUCTURE Atrial fibrillation is the most sustained common arrhythmia, and its incidence and prevalence are increasing in the United States and globally. Recommendations from the "2014 AHA/ACC/HRS Guideline for the Management of Patients With Atrial Fibrillation" and the "2019 AHA/ACC/HRS Focused Update of the 2014 AHA/ACC/HRS Guideline for the Management of Patients With Atrial Fibrillation" have been updated with new evidence to guide clinicians. In addition, new recommendations addressing atrial fibrillation and thromboembolic risk assessment, anticoagulation, left atrial appendage occlusion, atrial fibrillation catheter or surgical ablation, and risk factor modification and atrial fibrillation prevention have been developed.
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Affiliation(s)
| | | | | | | | | | | | - Anita Deswal
- ACC/AHA Joint Committee on Clinical Practice Guidelines liaison
| | | | | | | | | | - Paul L Hess
- ACC/AHA Joint Committee on Performance Measures liaison
| | | | | | | | | | - Kazuhiko Kido
- American College of Clinical Pharmacy representative
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5
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Joglar JA, Chung MK, Armbruster AL, Benjamin EJ, Chyou JY, Cronin EM, Deswal A, Eckhardt LL, Goldberger ZD, Gopinathannair R, Gorenek B, Hess PL, Hlatky M, Hogan G, Ibeh C, Indik JH, Kido K, Kusumoto F, Link MS, Linta KT, Marcus GM, McCarthy PM, Patel N, Patton KK, Perez MV, Piccini JP, Russo AM, Sanders P, Streur MM, Thomas KL, Times S, Tisdale JE, Valente AM, Van Wagoner DR. 2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Atrial Fibrillation: A Report of the American College of Cardiology/American Heart Association Joint Committee on Clinical Practice Guidelines. J Am Coll Cardiol 2024; 83:109-279. [PMID: 38043043 PMCID: PMC11104284 DOI: 10.1016/j.jacc.2023.08.017] [Citation(s) in RCA: 223] [Impact Index Per Article: 223.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2023]
Abstract
AIM The "2023 ACC/AHA/ACCP/HRS Guideline for the Diagnosis and Management of Patients With Atrial Fibrillation" provides recommendations to guide clinicians in the treatment of patients with atrial fibrillation. METHODS A comprehensive literature search was conducted from May 12, 2022, to November 3, 2022, encompassing studies, reviews, and other evidence conducted on human subjects that were published in English from PubMed, EMBASE, the Cochrane Library, the Agency for Healthcare Research and Quality, and other selected databases relevant to this guideline. Additional relevant studies, published through November 2022, during the guideline writing process, were also considered by the writing committee and added to the evidence tables, where appropriate. STRUCTURE Atrial fibrillation is the most sustained common arrhythmia, and its incidence and prevalence are increasing in the United States and globally. Recommendations from the "2014 AHA/ACC/HRS Guideline for the Management of Patients With Atrial Fibrillation" and the "2019 AHA/ACC/HRS Focused Update of the 2014 AHA/ACC/HRS Guideline for the Management of Patients With Atrial Fibrillation" have been updated with new evidence to guide clinicians. In addition, new recommendations addressing atrial fibrillation and thromboembolic risk assessment, anticoagulation, left atrial appendage occlusion, atrial fibrillation catheter or surgical ablation, and risk factor modification and atrial fibrillation prevention have been developed.
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Malik S, Gustafson S, Chang HER, Tamrat Y, Go AS, Berry N. Gaps in guideline-recommended anticoagulation in patients with atrial fibrillation and elevated thromboembolic risk within an integrated healthcare delivery system. BMC Cardiovasc Disord 2023; 23:578. [PMID: 37990153 PMCID: PMC10664365 DOI: 10.1186/s12872-023-03607-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 11/09/2023] [Indexed: 11/23/2023] Open
Abstract
BACKGROUND Atrial Fibrillation (AF) is the leading cause of stroke, which can be reduced by 70% with appropriate oral anticoagulation (OAC) therapy. Nationally, appropriate anticoagulation rates for patients with AF with elevated thromboembolic risk are as low as 50% even across the highest stroke risk cohorts. This study aims to evaluate the variability of appropriate anticoagulation rates among patients by sex, ethnicity, and socioeconomic status within the Kaiser Permanente Mid-Atlantic States (KPMAS). METHODS This retrospective study investigated 9513 patients in KPMAS's AF registry with CHADS2 score ≥ 2 over a 6-month period in 2021. RESULTS Appropriately anticoagulated patients had higher rates of diabetes, prior stroke, and congestive heart failure than patients who were not appropriately anticoagulated. There were no significant differences in anticoagulation rates between males and females (71.8% vs. 71.6%%, [OR] 1.01; 95% CI, 0.93-1.11; P = .76) nor by SES-SVI quartiles. There was a statistically significant difference between Black and White patients (70.8% vs. 73.1%, P = .03) and Asian and White patients (68.3% vs. 71.6%, P = .005). After adjusting for CHADS2, this difference persisted for Black and White participants with CHADS2 scores of ≤3 (62.6% vs. 70.6%, P < .001) and for Asian and White participants with CHADS2 scores > 5 (68.0% vs. 79.3%, P < .001). CONCLUSIONS Black and Asian patients may have differing rates of appropriate anticoagulation when compared with White patients. Characterizing such disparities is the first step towards addressing treatment gaps in AF.
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Affiliation(s)
- Sushmita Malik
- Department of Internal Medicine, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland, USA
| | - Shanshan Gustafson
- Department of Internal Medicine, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland, USA
| | - Huai-En R Chang
- Department of Internal Medicine, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland, USA
| | - Yonas Tamrat
- Department of Internal Medicine, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland, USA
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Natalia Berry
- Department of Cardiology, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland, USA.
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7
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Nilsen L, Sharashova E, Løchen ML, Danaei G, Wilsgaard T. Hypothetical interventions and risk of atrial fibrillation by sex and education: application of the parametric g-formula in the Tromsø Study. Eur J Prev Cardiol 2023; 30:1791-1800. [PMID: 37467047 DOI: 10.1093/eurjpc/zwad240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 07/03/2023] [Accepted: 07/17/2023] [Indexed: 07/21/2023]
Abstract
AIMS To use the parametric g-formula to estimate the long-term risk of atrial fibrillation (AF) by sex and education under hypothetical interventions on six modifiable risk factors. METHODS AND RESULTS We estimated the risk reduction under hypothetical risk reduction strategies for smoking, physical activity, alcohol intake, body mass index, systolic, and diastolic blood pressure in 14 923 women and men (baseline mean age 45.8 years in women and 47.8 years in men) from the population-based Tromsø Study with a maximum of 22 years of follow-up (1994-2016). The estimated risk of AF under no intervention was 6.15% in women and 13.0% in men. This cumulative risk was reduced by 41% (95% confidence interval 17%, 61%) in women and 14% (-7%, 30%) in men under joint interventions on all risk factors. The most effective intervention was lowering body mass index to ≤ 25 kg/m2, leading to a 16% (4%, 25%) lower risk in women and a 14% (6%, 23%) lower risk in men. We found significant sex-differences in the relative risk reduction by sufficient physical activity, leading to a 7% (-4%, 18%) lower risk in women and an 8% (-2%, -13%) increased risk in men. We found no association between the level of education and differences in risk reduction by any of the interventions. CONCLUSION The population burden of AF could be reduced by modifying lifestyle risk factors. Namely, these modifications could have prevented 41% of AF cases in women and 14% of AF cases in men in the municipality of Tromsø, Norway during a maximum 22-year follow-up period.
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Affiliation(s)
- Linn Nilsen
- Department of Community Medicine, UiT The Arctic University of Norway, PO Box 6050 Langnes, N-9037 Tromsø, Norway
| | - Ekaterina Sharashova
- Department of Community Medicine, UiT The Arctic University of Norway, PO Box 6050 Langnes, N-9037 Tromsø, Norway
| | - Maja-Lisa Løchen
- Department of Community Medicine, UiT The Arctic University of Norway, PO Box 6050 Langnes, N-9037 Tromsø, Norway
| | - Goodarz Danaei
- Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA
- Department of Epidemiology, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Tom Wilsgaard
- Department of Community Medicine, UiT The Arctic University of Norway, PO Box 6050 Langnes, N-9037 Tromsø, Norway
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8
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Khatib R, Glowacki N, Colavecchia C, Mills JR, Glosner S, Cato M, Brady P. Associations between clinical and social factors and anticoagulant prescription among patients with atrial fibrillation: A retrospective cohort study from a large healthcare system. PLoS One 2023; 18:e0289708. [PMID: 37561772 PMCID: PMC10414629 DOI: 10.1371/journal.pone.0289708] [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] [Received: 02/22/2023] [Accepted: 07/25/2023] [Indexed: 08/12/2023] Open
Abstract
BACKGROUND Patient clinical factors and social determinants of health (SDOH) are associated with an increased risk of stroke for patients with atrial fibrillation (AF); however, the association between these factors and the management of AF is not well characterized, particularly among those factors commonly collected in electronic health records (EHRs). This study used EHR data to evaluate the associations between patient clinical factors and SDOH and prescribing of an oral anticoagulant (OAC) for stroke prevention in AF. METHODS This analysis included adult patients with newly diagnosed AF who had ≥2 encounters in the Advocate Aurora Health system in Wisconsin between May 2016 and May 2021. Patient-level demographics, comorbidities, medications, and SDOH were retrospectively extracted from EHRs. Area deprivation index (ADI) was linked to patient records as a measure of socioeconomic status. RESULTS Of 16,656 patients with AF, 10,898 (65.4%) were prescribed an OAC within the first year of diagnosis. Patients were less likely to be prescribed an OAC (relative risk [95% CI]) if they were widowed (0.98 [0.96-0.99] vs single) or had a history of alcoholism (0.86 [0.79-0.95] vs no history). Most patients (53.3%) received prescriptions from a primary care provider. A linear relationship was found between worsening ADI and increased prescriptions for warfarin vs those for direct-acting OACs. CONCLUSIONS Although guideline-concordant anticoagulant use remained suboptimal, clinical characteristics were strongly associated for whether a patient with AF would be prescribed an OAC. Disparities in patient care regarding the prescribing of OACs due to SDOH and associated behaviors were small but present, particularly for national ADI.
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Affiliation(s)
- Rasha Khatib
- Advocate Aurora Research Institute, Downers Grove, IL, United States of America
| | - Nicole Glowacki
- Advocate Aurora Research Institute, Downers Grove, IL, United States of America
| | | | - J. Rebecca Mills
- Pfizer Inc, US Medical Affairs, New York, NY, United States of America
| | - Scott Glosner
- Pfizer Inc, US Medical Affairs, New York, NY, United States of America
| | - Matthew Cato
- Pfizer Inc, US Medical Affairs, New York, NY, United States of America
| | - Peter Brady
- Advocate Illinois Masonic Medical Center, Chicago, IL, United States of America
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9
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Teshale AB, Htun HL, Owen A, Gasevic D, Phyo AZZ, Fancourt D, Ryan J, Steptoe A, Freak‐Poli R. The Role of Social Determinants of Health in Cardiovascular Diseases: An Umbrella Review. J Am Heart Assoc 2023; 12:e029765. [PMID: 37345825 PMCID: PMC10356094 DOI: 10.1161/jaha.123.029765] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/23/2023]
Abstract
Cardiovascular disease (CVD) is the leading cause of mortality worldwide. Addressing social determinants of health (SDoH) may be the next forefront of reducing the enormous burden of CVD. SDoH can be defined as any social, economic, or environmental factor that influences a health outcome. Comprehensive evidence of the role of SDoH in CVD is lacking, nevertheless. This umbrella review aims to give a comprehensive overview of the role of SDoH in CVD. We searched systematic reviews (with or without meta-analyses) using 8 databases and included review reference lists. Four themes (economic circumstances, social/community context, early childhood development, and neighbourhood/built environment) and health literacy in the health/health care theme were considered. Seventy reviews were eligible. Despite the quality of the included reviews being low or critically low, there was consistent evidence that factors relating to economic circumstances and early childhood development themes were associated with an increased risk of CVD and CVD mortality. We also found evidence that factors in the social/community context and neighbourhood/built environment themes, such as social isolation, fewer social roles, loneliness, discrimination, ethnicity, neighborhood socioeconomic status, violence, and environmental attributes, had a role in CVD. SDoH factors without (or with minimal) evidence synthesis for CVD were also identified. In sum, this umbrella review offers evidence that SDoH, especially economic circumstance and early childhood development, play a significant role in CVD. This calls for the strengthening of nonmedical interventions that address multiple factors simultaneously and the inclusion of SDoH in future CVD risk prediction models. Registration URL: https://www.crd.york.ac.uk/prospero/; Unique identifier: CRD42022346994.
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Affiliation(s)
| | - Htet Lin Htun
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Alice Owen
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Danijela Gasevic
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Aung Zaw Zaw Phyo
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Daisy Fancourt
- Department of Behavioural Science and HealthInstitute of Epidemiology and Health Care, University College LondonLondonUK
| | - Joanne Ryan
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Andrew Steptoe
- Department of Behavioural Science and HealthInstitute of Epidemiology and Health Care, University College LondonLondonUK
| | - Rosanne Freak‐Poli
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVictoriaAustralia
- School of Clinical Sciences at Monash HealthMonash UniversityMelbourneVictoriaAustralia
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10
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Benjamin EJ, Thomas KL, Go AS, Desvigne-Nickens P, Albert CM, Alonso A, Chamberlain AM, Essien UR, Hernandez I, Hills MT, Kershaw KN, Levy PD, Magnani JW, Matlock DD, O'Brien EC, Rodriguez CJ, Russo AM, Soliman EZ, Cooper LS, Al-Khatib SM. Transforming Atrial Fibrillation Research to Integrate Social Determinants of Health: A National Heart, Lung, and Blood Institute Workshop Report. JAMA Cardiol 2023; 8:182-191. [PMID: 36478155 PMCID: PMC10993288 DOI: 10.1001/jamacardio.2022.4091] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Importance Only modest attention has been paid to the contributions of social determinants of health to atrial fibrillation (AF) risk factors, diagnosis, symptoms, management, and outcomes. The diagnosis of AF provides unique challenges exacerbated by the arrhythmia's often paroxysmal nature and individuals' disparate access to health care and technologies that facilitate detection. Social determinants of health affect access to care and management decisions for AF, increasing the likelihood of adverse outcomes among individuals who experience systemic disadvantages. Developing effective approaches to address modifiable social determinants of health requires research to eliminate the substantive inequities in health care delivery and outcomes in AF. Observations The National Heart, Lung, and Blood Institute convened an expert panel to identify major knowledge gaps and research opportunities in the field of social determinants of AF. The workshop addressed the following social determinants: (1) socioeconomic status and access to care; (2) health literacy; (3) race, ethnicity, and racism; (4) sex and gender; (5) shared decision-making in systemically disadvantaged populations; and (6) place, including rurality, neighborhood, and community. Many individuals with AF have multiple adverse social determinants, which may cluster in the individual and in systemically disadvantaged places (eg, rural locations, urban neighborhoods). Cumulative disadvantages may accumulate over the life course and contribute to inequities in the diagnosis, management, and outcomes in AF. Conclusions and Relevance Workshop participants identified multiple critical research questions and approaches to catalyze social determinants of health research that address the distinctive aspects of AF. The long-term aspiration of this work is to eradicate the substantive inequities in AF diagnosis, management, and outcomes across populations.
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Affiliation(s)
- Emelia J Benjamin
- Cardiovascular Medicine, Department of Medicine, Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts
- Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts
| | - Kevin L Thomas
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina
| | - Alan S Go
- Division of Research, Kaiser Permanente Northern California, Oakland
- Department of Epidemiology and Biostatistics, University of California, San Francisco
- Department of Medicine, Stanford University, Stanford, California
- Department of Medicine, University of California, San Francisco
| | - Patrice Desvigne-Nickens
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Christine M Albert
- Department of Cardiology, Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Alvaro Alonso
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Alanna M Chamberlain
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, Minnesota
| | - Utibe R Essien
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Inmaculada Hernandez
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego
| | | | - Kiarri N Kershaw
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Phillip D Levy
- Department of Emergency Medicine and Integrated Biosciences Center, Wayne State University, Detroit, Michigan
| | - Jared W Magnani
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Daniel D Matlock
- Division of Geriatrics, University of Colorado, Anschutz Medical Campus, Aurora
- VA Eastern Colorado Geriatric Research Education and Clinical Center, Denver
| | - Emily C O'Brien
- Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Carlos J Rodriguez
- Division of Cardiovascular Medicine and Department of Epidemiology and Population Health, Albert Einstein College of Medicine, New York, New York
| | - Andrea M Russo
- Cooper Medical School of Rowan University, Camden, New Jersey
| | - Elsayed Z Soliman
- Section on Cardiovascular Medicine, Department of Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina
| | - Lawton S Cooper
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland
| | - Sana M Al-Khatib
- Division of Cardiology, Duke Clinical Research Institute, Duke University Medical Center, Durham, North Carolina
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11
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Han M, Lee SR, Choi EK, Park SH, Lee H, Chung J, Choi J, Han KD, Oh S, Lip GYH. The impact of socioeconomic deprivation on the risk of atrial fibrillation in patients with diabetes mellitus: A nationwide population-based study. Front Cardiovasc Med 2022; 9:1008340. [PMID: 36465437 PMCID: PMC9708742 DOI: 10.3389/fcvm.2022.1008340] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Accepted: 10/26/2022] [Indexed: 10/25/2024] Open
Abstract
OBJECTIVE To evaluate the relationship between socioeconomic status and the risk of atrial fibrillation (AF) in patients with diabetes mellitus (DM). RESEARCH DESIGN AND METHODS From the National Health Insurance Service (NHIS) database, we identified 2,429,610 diabetic patients who underwent national health check-ups between 2009 and 2012. Tracing back the subjects for 5 years from the date of health check-up, we determined the subjects' income and whether they received medical aid (MA) during the past 5 years. Subjects were divided into six groups according to the number of years of receiving (MA groups 0 through 5) and into four groups according to socioeconomic status change during the past 5 years. We estimated the risk of AF for each group using the Cox proportional-hazards model. RESULTS During a median follow-up of 7.2 ± 1.7 years, 80,257 were newly identified as AF. The MA groups showed a higher risk of AF than the non-MA group with the hazard ratios (HRs) and 95% confidence interval (CI) 1.32 (1.2-1.44), 1.33 (1.22-1.45), 1.23 (1.13-1.34), 1.28 (1.16-1.4), and 1.50 (1.39-1.63) for MA groups 1 through 5, respectively. Dividing subjects according to socioeconomic condition change, those who experienced worsening socioeconomic status (non-MA to MA) showed higher risk compared to the persistent non-MA group (HR 1.54; 95% CI 1.38-1.73). CONCLUSION Low socioeconomic status was associated with the risk of AF in patients with diabetes. More attention should be directed at alleviating health inequalities, targeting individuals with socioeconomic deprivation to provide timely management for AF.
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Affiliation(s)
- Minju Han
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - So-Ryoung Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Eue-Keun Choi
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Sang-Hyeon Park
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - HuiJin Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Jaewook Chung
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - JungMin Choi
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Kyung-Do Han
- Statistics and Actuarial Science, Soongsil University, Seoul, South Korea
| | - Seil Oh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea
| | - Gregory Y. H. Lip
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, South Korea
- Liverpool Centre for Cardiovascular Science, Liverpool Heart and Chest Hospital, University of Liverpool, Liverpool, United Kingdom
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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12
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Gudmundsdottir KK, Bonander C, Hygrell T, Svennberg E, Frykman V, Strömberg U, Engdahl J. Factors predicting participation and potential yield of screening-detected disease among non-participants in a Swedish population-based atrial fibrillation screening study. Prev Med 2022; 164:107284. [PMID: 36183797 DOI: 10.1016/j.ypmed.2022.107284] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 09/18/2022] [Accepted: 09/24/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND The success of any screening program is dependent on participation. The characteristics of participants vs. non-participants have been studied and non-participants usually have a higher risk of disease. The potential yield of screening-detected disease in non-participants could be of interest to several screening programs. AIMS This is a sub-study to STROKESTOP II, a Swedish atrial fibrillation screening study. The aim was to study factors predicting participation and to estimate the potential yield of screening-detected disease in non-participants. METHODS Individual, anonymized data for participants and non-participants with respect to socioeconomic factors, medical history and drugs dispensed were obtained from Swedish registries. A random forest model was trained to predict propensity scores for participation. The propensity scores were used to estimate potential screening-detected disease among non-participants. RESULTS Non-participants (n = 7086) had lower income, were more likely to have been hospitalized and had higher CHA2DS2-VASc scores compared to participants (n = 6868). The strongest factor predicting non-attendance was low income. The weighted estimates suggested that the yield of new atrial fibrillation was 2.4% in non-participants compared to 2.3% in the participants, which was not significant. CONCLUSIONS Non-participants had higher CHA2DS2-VASc scores, indicating a higher stroke-risk and presumable benefit from attending screening, although estimated new atrial fibrillation detected was not significantly more common when compared to participants. Low income was the strongest factor for predicting non-attendance and should be a focus area when planning future screening scenarios.
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Affiliation(s)
| | - Carl Bonander
- School of Public Health & Community Medicine, Sahlgrenska Academy at University of Gothenburg, Sweden
| | - Tove Hygrell
- Karolinska Institute, Department of Clinical Sciences, Danderyd University Hospital, Stockholm, Sweden
| | - Emma Svennberg
- Karolinska Institute, Department of medicine, Huddinge, Karolinska University Hospital, Stockholm, Sweden
| | - Viveka Frykman
- Karolinska Institute, Department of Clinical Sciences, Danderyd University Hospital, Stockholm, Sweden
| | - Ulf Strömberg
- School of Public Health & Community Medicine, Sahlgrenska Academy at University of Gothenburg, Sweden; Department of Research and Development, Region Halland, Halmstad, Sweden
| | - Johan Engdahl
- Karolinska Institute, Department of Clinical Sciences, Danderyd University Hospital, Stockholm, Sweden
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13
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Teppo K, Jaakkola J, Biancari F, Halminen O, Linna M, Haukka J, Putaala J, Tiili P, Lehtonen O, Niemi M, Mustonen P, Kinnunen J, Hartikainen J, Airaksinen KEJ, Lehto M. Association of income and educational levels with adherence to direct oral anticoagulant therapy in patients with incident atrial fibrillation: A Finnish nationwide cohort study. Pharmacol Res Perspect 2022; 10:e00961. [PMID: 35599338 PMCID: PMC9124817 DOI: 10.1002/prp2.961] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 04/17/2022] [Indexed: 11/09/2022] Open
Abstract
Low socioeconomic status has been associated with poor outcomes in patients with atrial fibrillation (AF). However, little is known about socioeconomic disparities in adherence to stroke prevention with direct oral anticoagulants (DOACs). We assessed the hypothesis that AF patients with higher income or educational levels have better adherence to DOACs in terms of treatment implementation and persistence. The used nationwide registry‐based FinACAF cohort covers all patients with incident AF starting DOACs in Finland during 2011–2018. The implementation analyses included 74 222 (mean age 72.7 ± 10.5 years, 50.8% female) patients, and persistence analyses included 67 503 (mean age 75.3 ± 8.9 years, 53.6% female) patients with indication for permanent anticoagulation (CHA2DS2‐VASc score >1 in men and >2 in women). Patients were divided into income quartiles and into three categories based on their educational attainment. Therapy implementation was measured using the medication possession ratio (MPR), and patients with MPR ≥0.90 were defined adherent. Persistence was measured as the incidence of therapy discontinuation, defined as the first 135‐day period without DOAC purchases after drug initiation. Patients with higher income or education were consistently more likely adherent to DOACs in the implementation phase (comparing the highest income or educational category to the lowest: adjusted odds ratios 1.18 (1.12–1.25) and 1.21 (1.15–1.27), respectively). No association with income or educational levels was observed on the incidence of therapy discontinuation. In conclusion, we observed that income and educational levels both have independent positive association on the implementation of DOAC therapy but no association on therapy persistence in patients with AF.
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Affiliation(s)
| | - Jussi Jaakkola
- University of Turku, Turku, Finland.,Heart Unit, Satakunta Central Hospital, Pori, Finland
| | - Fausto Biancari
- Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland.,Clinica Montevergine, GVM Care & Research, Mercogliano, Italy
| | - Olli Halminen
- Department of Industrial Engineering and Management, Aalto University, Espoo, Finland
| | - Miika Linna
- Aalto University, Espoo, Finland.,University of Eastern Finland, Kuopio, Finland
| | | | - Jukka Putaala
- Neurology, Helsinki University Hospital, and University of Helsinki, Helsinki, Finland
| | | | | | | | | | - Janne Kinnunen
- Neurology, Helsinki University Hospital, and University of Helsinki, Helsinki, Finland
| | - Juha Hartikainen
- University of Eastern Finland, Kuopio, Finland.,Heart Center, Kuopio University Hospital, Kuopio, Finland
| | - K E Juhani Airaksinen
- University of Turku, Turku, Finland.,Heart Center, Turku University Hospital, Turku, Finland
| | - Mika Lehto
- Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland.,University of Helsinki, Helsinki, Finland.,Department of Internal Medicine, Lohja Hospital, Lohja, Finland
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14
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Olsen F, Uleberg B, Jacobsen BK, Heuch I, Tande PM, Bugge E, Balteskard L. Socioeconomic and geographic differences in ablation of atrial fibrillation in Norway - a national cohort study. BMC Public Health 2022; 22:303. [PMID: 35164725 PMCID: PMC8842863 DOI: 10.1186/s12889-022-12628-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 01/24/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The aim of this study was to analyse whether there are patient related or geographic differences in the use of catheter ablation among atrial fibrillation patients in Norway. METHODS National population-based data on individual level of all Norwegians aged 25 to 75 diagnosed with atrial fibrillation from 2008 to 2017 were used to study the proportion treated with catheter ablation. Survival analysis, by Cox regression with attained age as time scale, separately by gender, was applied to examine the associations between ablation probability and educational level, income level, place of residence, and follow-up time. RESULTS Substantial socioeconomic and geographic variation was documented. Atrial fibrillation patients with high level of education and high income were more frequently treated with ablation, and the education effect increased with increasing age. Patients living in the referral area of St. Olavs Hospital Trust had around three times as high ablation rates as patients living in the referral area of Finnmark Hospital Trust. CONCLUSIONS Differences in health literacy, patient preference and demands are probably important causes of socioeconomic variation, and studies on how socioeconomic status influences the choice of treatment are warranted. Some of the geographic variation may reflect differences in ablation capacity. However, geographic variation related to differences in clinical practice and provider preferences implies a need for clearer guidelines, both at the specialist level and at the referring level.
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Affiliation(s)
- Frank Olsen
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Clinical Documentation and Evaluation (SKDE), Northern Norway Regional Health Authority, Tromsø, Norway
| | - Bård Uleberg
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Clinical Documentation and Evaluation (SKDE), Northern Norway Regional Health Authority, Tromsø, Norway
| | - Bjarne K. Jacobsen
- Department of Community Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Clinical Documentation and Evaluation (SKDE), Northern Norway Regional Health Authority, Tromsø, Norway
- Centre for Sami Health Research, UiT The Arctic University of Norway, Tromsø, Norway
| | - Ivar Heuch
- Department of Mathematics, University of Bergen, Bergen, Norway
| | - Pål M. Tande
- Department of Cardiology, University Hospital of North Norway, Tromsø, Norway
| | - Einar Bugge
- Department of Clinical Medicine, UiT The Arctic University of Norway, Tromsø, Norway
- Centre for Clinical Research and Education, University Hospital of North Norway, Tromsø, Norway
| | - Lise Balteskard
- Centre for Clinical Documentation and Evaluation (SKDE), Northern Norway Regional Health Authority, Tromsø, Norway
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15
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Lip GYH, Genaidy A, Tran G, Marroquin P, Estes C. Incidence and Complications of Atrial Fibrillation in a Low Socioeconomic and High Disability United States (US) Population: A Combined Statistical and Machine Learning Approach. Int J Clin Pract 2022; 2022:8649050. [PMID: 36110264 PMCID: PMC9448617 DOI: 10.1155/2022/8649050] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 07/21/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Poor socioeconomic status coupled with individual disability is significantly associated with incident atrial fibrillation (AF) and AF-related adverse outcomes, with the information currently lacking for US cohorts. We examined AF incidence/complications and the dynamic nature of associated risk factors in a large socially disadvantaged US population. METHODS A large population representing a combined poor socioeconomic status/disability (Medicaid program) was examined from diverse geographical regions across the US continent. The target population was extracted from administrative databases with patients possessing medical/pharmacy benefits. This retrospective cohort study was conducted from Jan 1, 2016, to Sep 30, 2021, and was limited to 18- to 80-year age group drawn from the Medicaid program. Descriptive and inferential statistics (parametric: logistic regression and neural network) were applied to all computations using a combined statistical and machine learning (ML) approach. RESULTS A total of 617413 individuals participated in the study, with mean age of 41.7 years (standard deviation "SD" 15.2) and 65.6% female patients. Seven distinct groups were identified with different combinations of low socioeconomic status and disability constraints. The overall crude AF incidence rate was 0.49 cases/100 person-years (95% confidence limit "CI" 0.40-0.58), with the lowest rate for the younger group (temporary assistance for needy family "TANF") (0.20, 95%CI 0.18-0.21), the highest rates for the older groups (age, blindness, or disability "ABD" duals-1.51, 95% CI 1.31-1.58; long-term services and support "LTSS" duals-1.45, 95% CI 1.31-1.58), and the remaining four other groups in between the lower and upper rates. Based on independent effects after accounting for confounders in main effect modeling, the point estimates of odds ratios for AF status with various clinical outcomes were as follows: stroke (2.69, 95% CI 2.53-2.85); heart failure (6.18, 95% CI 5.86-6.52); myocardial infarction (3.71, 95% CI 3.49-3.94); major bleeding (2.26, 95% CI 2.14-2.38); and cognitive impairment (1.74, 95% CI 1.59-1.91). A logistic regression-based ML model produced excellent discriminant validity for high-risk AF outcomes (c "concordance" index based on training data 0.91, 95%CI 0.891-0.929), together with similar measures for external validity, calibration, and clinical utility. The performance measures for the ML models predicting associated complications with high-risk AF cases were good to excellent. CONCLUSIONS A combination of low socioeconomic status and disability contributes to AF incidence and complications, elevating risks to higher levels relative to the general population. ML algorithms can be used to identify AF patients at high risk of clinical events. While further research is definitely in need on this socially important issue, the reported investigation is unique in which it integrates the general case about the subject due to the different ethnic groups around the world under a unified culture stemming from residing in the US.
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Affiliation(s)
- Gregory Y. H. Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool, UK
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16
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Saks BR, Ouyang VW, Domb ES, Jimenez AE, Maldonado DR, Lall AC, Domb BG. Equality in Hip Arthroscopy Outcomes Can Be Achieved Regardless of Patient Socioeconomic Status. Am J Sports Med 2021; 49:3915-3924. [PMID: 34739305 DOI: 10.1177/03635465211046932] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Access to quality health care and treatment outcomes can be affected by patients' socioeconomic status (SES). PURPOSE To evaluate the effect of patient SES on patient-reported outcome measures (PROMs) after arthroscopic hip surgery. STUDY DESIGN Cohort study; Level of evidence, 3. METHODS Demographic, radiographic, and intraoperative data were prospectively collected and retrospectively reviewed on all patients who underwent hip arthroscopy for femoroacetabular impingement syndrome (FAIS) and labral tear between February 2008 and September 2017 at one institution. Patients were divided into 4 cohorts based on the Social Deprivation Index (SDI) of their zip code. SDI is a composite measure that quantifies the level of disadvantage in certain geographical areas. Patients had a minimum 2-year follow-up for the modified Harris Hip Score (mHHS), Nonarthritic Hip Score (NAHS), International Hip Outcome Tool-12, and visual analog scale (VAS) for both pain and satisfaction. Rates of achieving the minimal clinically important difference (MCID) and patient acceptable symptom state (PASS) were calculated for the mHHS, NAHS, and VAS pain score. Rates of secondary surgery were also recorded. RESULTS A total of 680 hips (616 patients) were included. The mean follow-up time for the entire cohort was 30.25 months. Division of the cohort into quartiles based on the SDI national averages yielded 254 hips (37.4%) in group 1, 184 (27.1%) in group 2, 148 (21.8%) in group 3, and 94 (13.8%) in group 4. Group 1 contained the most affluent patients. There were significantly more men in group 4 than in group 2, and the mean body mass index was greater in group 4 than in groups 1 and 2. There were no differences in preoperative radiographic measurements, intraoperative findings, or rates of concomitant procedures performed. All preoperative and postoperative PROMs were similar between the groups, as well as in the rates of achieving the MCID or PASS. No differences in the rate of secondary surgeries were reported. CONCLUSION Regardless of SES, patients were able to achieve significant improvements in several PROMs after hip arthroscopy for FAIS and labral tear at the minimum 2-year follow-up. Additionally, patients from all SES groups achieved clinically meaningful improvement at similar rates.
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Affiliation(s)
- Benjamin R Saks
- American Hip Institute Research Foundation, Chicago, Illinois, USA.,Core Physicians, Exeter, New Hampshire, USA
| | - Vivian W Ouyang
- American Hip Institute Research Foundation, Chicago, Illinois, USA
| | - Elijah S Domb
- American Hip Institute Research Foundation, Chicago, Illinois, USA
| | - Andrew E Jimenez
- American Hip Institute Research Foundation, Chicago, Illinois, USA
| | | | - Ajay C Lall
- American Hip Institute Research Foundation, Chicago, Illinois, USA.,Core Physicians, Exeter, New Hampshire, USA.,American Hip Institute, Chicago, Illinois, USA
| | - Benjamin G Domb
- American Hip Institute Research Foundation, Chicago, Illinois, USA.,Core Physicians, Exeter, New Hampshire, USA.,American Hip Institute, Chicago, Illinois, USA
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17
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Lunde ED, Joensen AM, Fonager K, Lundbye-Christensen S, Johnsen SP, Larsen ML, Lip GYH, Riahi S. Socioeconomic inequality in oral anticoagulation therapy initiation in patients with atrial fibrillation with high risk of stroke: a register-based observational study. BMJ Open 2021; 11:e048839. [PMID: 34059516 PMCID: PMC8169491 DOI: 10.1136/bmjopen-2021-048839] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVE The study aimed to examine the association between socioeconomic factors (SEFs) and oral anticoagulation (OAC) therapy and whether it was influenced by changing guidelines. We hypothesised that inequities in initiation of OAC reduced over time as more detailed and explicit clinical guidelines were issued. DESIGN Register-based observational study. SETTINGS All Danish patients with an incident hospital diagnosis of atrial fibrillation (AF), aged ≥30 years old and with high risk of stroke from 1 May 1999 to 2 October 2015 were included. Absolute risk differences (RD) (95% CI) were used to measure the association. PARTICIPANTS 154 448 patients (mean age 78.2 years, men 47.3%). EXPOSURE Education, family income and cohabiting status were the SEFs used as exposure. OUTCOME A prescription of OAC within -30 to +90 days of baseline (incident AF). RESULTS During 2002-2007, the crude RD of initiation of OAC for men with high education was 14.9% (12.8 to 16.9). Inequality reduced when new guidelines were published, and in 2013-2016 the crude RD was 5.6% (3.5 to 7.7). After adjusting for age, the RD substantially reduced. The same pattern was seen for cohabiting status, while inequality was smaller and more constant for income. CONCLUSION Patients with low income, low education and living alone were associated with lower chance of being initiated with OAC. For education and cohabiting status, the crude difference reduced around 2011, when more detailed clinical guidelines were implemented in Denmark. Our results indicate that new guidelines might reduce inequality in OAC initiation and that new, high-cost drugs increase inequality.
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Affiliation(s)
- Elin Danielsen Lunde
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
- Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Kirsten Fonager
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Department of Social Medicine, Aalborg University Hospital, Aalborg, Denmark
| | - Søren Lundbye-Christensen
- Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark
- Unit of Clinical Biostatistics, Aalborg University Hospital, Aalborg, Denmark
| | - Søren Paaske Johnsen
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart and Chest Hospital, Liverpool, UK
- Department of Clinical Medicine, Aalborg Thrombosis Research Unit, Aalborg University, Aalborg, Denmark
| | - Sam Riahi
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
- Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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18
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Wodschow K, Bihrmann K, Larsen ML, Gislason G, Ersbøll AK. Geographical variation and clustering are found in atrial fibrillation beyond socioeconomic differences: a Danish cohort study, 1987-2015. Int J Health Geogr 2021; 20:11. [PMID: 33648527 PMCID: PMC7923319 DOI: 10.1186/s12942-021-00264-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 02/09/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The prevalence and incidence rate of atrial fibrillation (AF) increase worldwide and AF is a risk factor for more adverse cardiovascular diseases including stroke. Approximately 44% of AF cases cannot be explained by common individual risk factors and risk might therefore also be related to the environment. By studying geographical variation and clustering in risk of incident AF adjusted for socioeconomic position at an individual level, potential neighbourhood risk factors could be revealed. METHODS Initially, yearly AF incidence rates 1987-2015 were estimated overall and stratified by income in a register-based cohort study. To examine geographical variation and clustering in AF, we used both spatial scan statistics and a hierarchical Bayesian Poisson regression analysis of AF incidence rates with random effect of municipalities (n = 98) in Denmark in 2011-2015. RESULTS The 1987-2015 cohort included 5,453,639 individuals whereof 369,800 were diagnosed with an incident AF. AF incidence rate increased from 174 to 576 per 100,000 person-years from 1987 to 2015. Inequality in AF incidence rate ratio between highest and lowest income groups increased from 23% in 1987 to 38% in 2015. We found clustering and geographical variation in AF incidence rates, with incidence rates at municipality level being up to 34% higher than the country mean after adjusting for socioeconomic position. CONCLUSIONS Geographical variations and clustering in AF incidence rates exist. Compared to previous studies from Alberta, Canada and the United States, we show that geographical variations exist in a country with free access to healthcare and even when accounting for socioeconomic differences at an individual level. An increasing social inequality in AF was seen from 1987 to 2015. Therefore, when planning prevention strategies, attention to individuals with low income should be given. Further studies focusing on identification of neighbourhood risk factors for AF are needed.
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Affiliation(s)
- Kirstine Wodschow
- National Institute of Public Health, University of Southern Denmark, Studiestræde 6, 1455, Copenhagen K, Denmark.
| | - Kristine Bihrmann
- National Institute of Public Health, University of Southern Denmark, Studiestræde 6, 1455, Copenhagen K, Denmark
| | | | - Gunnar Gislason
- National Institute of Public Health, University of Southern Denmark, Studiestræde 6, 1455, Copenhagen K, Denmark.,Department of Cardiology, Herlev and Gentofte Hospital, Herlev, Denmark.,Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.,The Danish Heart Foundation, Copenhagen, Denmark
| | - Annette Kjær Ersbøll
- National Institute of Public Health, University of Southern Denmark, Studiestræde 6, 1455, Copenhagen K, Denmark
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19
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Gudmundsdottir KK, Holmen A, Fredriksson T, Svennberg E, Al-Khalili F, Engdahl J, Strömberg U. Decentralising atrial fibrillation screening to overcome socio-demographic inequalities in uptake in STROKESTOP II. J Med Screen 2021; 28:3-9. [PMID: 32228146 PMCID: PMC7905746 DOI: 10.1177/0969141320908316] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2019] [Revised: 01/20/2020] [Accepted: 02/03/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVE In the first STROKESTOP atrial fibrillation screening study, participation was influenced by socio-demographic and geographic factors. To improve uptake in the second study, two screening sites were added, closer to low-income neighbourhoods which had very low participation in the first study. This paper aims to analyse the geographic and socio-demographic disparities in uptake in the second trial and compare the results with the first trial. METHODS Inhabitants of the Stockholm region born in 1940 and 1941 were randomised 1:1 to be invited to screening or serve as controls. Medical history, blood samples and single-lead-ECG were collected. Invitee's residential parish was used for geo-mapping analysis of the geographical disparities in participation, using hierarchical Bayes methods. Individual data for participants and non-participants were obtained for the socioeconomic variables: educational level, disposable income, immigrant and marital status. RESULTS Higher participation was observed in those with higher education, high income, among non-immigrants and married individuals. Participation between the first and second studies improved significantly, where additional screening sites were introduced. These improvements were generally significant, in each population group according to socio-demographic characteristics. CONCLUSION Decentralisation of screening sites in an atrial fibrillation screening program yielded a significantly positive impact on screening uptake. Adding local screening sites in areas with low uptake had beneficial impact on participation across a wide spectrum of socio-demographic groups. Decentralised screening substantially increased the screening uptake in deprived areas.
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Affiliation(s)
| | - Anders Holmen
- Department of Research and Development, Region Halland, Halmstad, Sweden
| | - Tove Fredriksson
- Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Emma Svennberg
- Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Faris Al-Khalili
- Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Johan Engdahl
- Department of Clinical Sciences, Danderyd University Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Ulf Strömberg
- Department of Research and Development, Region Halland, Halmstad, Sweden
- Health Metrics Unit, Institute of Medicine, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
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20
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Hurst H, Dunn S, Fuji KT, Gilmore J, Wilt S, Webster S, Parikh P. Clinical impact of a pharmacist + health coach chronic disease management program in a rural free clinic. J Am Pharm Assoc (2003) 2021; 61:442-449. [PMID: 33775539 DOI: 10.1016/j.japh.2021.02.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/24/2021] [Accepted: 02/22/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Recent data have demonstrated benefits of pharmacist-led protocols for chronic disease state management in the primary care setting. Health coaching has also been shown to improve patient outcomes and reduce health care costs. A program was initiated in August 2017 at a rural, free clinic to provide team-based, patient-centered care management through the use of pharmacist-provider collaborative practice and health coaching for patients with chronic diseases such as diabetes, hypertension, and hyperlipidemia. METHODS After an initial patient examination, physicians could refer patients for management by the pharmacist + health coach team. Patients continued to see their primary care provider at least yearly and as needed. The pharmacist + health coach team provided a protocol-based approach to chronic disease management, as well as health education pertaining to diet and lifestyle recommendations. In-depth medication and disease state education were provided at each visit. Motivational interviewing was also conducted at each visit. Clinical metrics were collected at baseline and analyzed routinely after program initiation, including glycosylated hemoglobin (A1c), blood pressure, and lipids. Primary objectives were to evaluate the program's impact on A1c, blood pressure, and cholesterol outcomes. RESULTS A total of 95 patients were included in the analysis (A1c n = 37; systolic and diastolic blood pressure n = 47; total cholesterol n = 40; low-density lipoprotein [LDL] cholesterol n = 38; high-density lipoprotein cholesterol n = 40; and triglycerides n = 40). From baseline to 1 year, statistically significant improvements were observed for A1c (mean ± standard deviation, 8.55 ± 2.58 to 7.04 ± 1.12, P < 0.001), systolic blood pressure (136.79 ± 20.04 to 123.15 ± 16.81, P < 0.001), diastolic blood pressure (87.94 ± 12.28 to 78.64 ± 10.98, P < 0.001), total cholesterol (198.25 ± 52.47 to 183.55 ± 47.22, P = 0.014), and LDL cholesterol (115.74 ± 43.56 to 105.92 ± 39.27, P = 0.040). CONCLUSION A protocol-driven collaborative practice approach to chronic disease management by a clinical pharmacist in conjunction with health coaching by a registered nurse in a low-income, rural, primary care setting improved A1c, blood pressure, total cholesterol, and LDL cholesterol.
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Palm P, Qvist I, Rasmussen TB, Christensen SW, Håkonsen SJ, Risom SS. Educational interventions to improve outcomes in patients with atrial fibrillation-a systematic review. Int J Clin Pract 2020; 74:e13629. [PMID: 32726511 DOI: 10.1111/ijcp.13629] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2020] [Revised: 07/07/2020] [Accepted: 07/15/2020] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Atrial fibrillation (AF) is an emerging epidemic associated with poor mental health and quality of life, as well as morbidity and mortality. Whilst other cardiovascular conditions have demonstrated positive outcomes from educational programmes, this approach is not well integrated in clinical practice in patients with AF. Though evidence in this area is mounting, a thorough overview seems to be lacking. AIM To assess benefits and harms of educational interventions compared with no intervention in adults with AF. METHOD A systematic review and meta-analysis were performed including the outcomes: Serious adverse events (mortality and readmission), mental health (anxiety and depression), physical capacity, quality of life and self-reported incidence of symptoms of AF. PubMed, Embase, CINAHL, Cochrane Library and PsycINFO were searched between June and august 2018. Data extraction and quality assessment were performed independently by two reviewers. The Cochrane Risk of Bias tool was applied for the randomised controlled trials and the Amstar Checklist for the systematic reviews. RESULTS Eight randomised controlled trials and one non-randomised interventional study were included, with a total of 2388 patients. Comparing with controls patient education was associated with a reduction in: Serious adverse events (Risk Ratio 0.78, CI 95% 0.63-0.97), anxiety with a mean difference of -0.62 (CI 95% -1.21, -0.04) and depression with a mean difference of -0.74 (CI 95% -1.34, -0.14). Health-related quality of life and physical capacity was found to increase after patient education, yet, only one study found statistically significant differences between groups. No differences were observed with regards to self-reported incidence of symptoms of AF. CONCLUSIONS Educational interventions significantly decrease the number of serious adverse events in patients with AF and seem to have a positive impact on mental health and self-reported quality of life. However, the evidence is limited, and more studies are warranted.
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Affiliation(s)
- Pernille Palm
- The Heart Centre, Copenhagen University Hospital Rigshospitalet, Copenhagen O, Denmark
| | - Ina Qvist
- Department of Cardiology, Diagnostic Centre, University Research Clinic for Innovative Patient Pathways, Silkeborg Regional Hospital, Silkeborg, Denmark
| | - Trine Bernholdt Rasmussen
- Department of Cardiology, Herlev and Gentofte University Hospital, Hellerup, Denmark
- Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen O, Denmark
| | | | - Sasja Jul Håkonsen
- Centre of Clinical Guidelines, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Signe Stelling Risom
- The Heart Centre, Copenhagen University Hospital Rigshospitalet, Copenhagen O, Denmark
- Faculty of Health and Medical Sciences, Copenhagen University, Copenhagen O, Denmark
- Institute of Nursing and Nutrision, University College Copenhagen, Copenhagen N, Denmark
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22
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Rationale, considerations, and goals for atrial fibrillation centers of excellence: A Heart Rhythm Society perspective. Heart Rhythm 2020; 17:1804-1832. [DOI: 10.1016/j.hrthm.2020.04.033] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Accepted: 04/27/2020] [Indexed: 12/19/2022]
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23
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Mortality in Patients With Atrial Fibrillation Receiving Nonrecommended Doses of Direct Oral Anticoagulants. J Am Coll Cardiol 2020; 76:1425-1436. [DOI: 10.1016/j.jacc.2020.07.045] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 07/15/2020] [Accepted: 07/20/2020] [Indexed: 11/18/2022]
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24
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Contemporary concepts in access to healthcare: Identification and elimination of disparities in care of minority patients. Prog Cardiovasc Dis 2020; 63:2-3. [DOI: 10.1016/j.pcad.2019.12.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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25
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Lunde ED, Joensen AM, Lundbye-Christensen S, Fonager K, Paaske Johnsen S, Larsen ML, Berg Johansen M, Riahi S. Socioeconomic position and risk of atrial fibrillation: a nationwide Danish cohort study. J Epidemiol Community Health 2019; 74:7-13. [PMID: 31619458 DOI: 10.1136/jech-2019-212720] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Revised: 08/28/2019] [Accepted: 09/16/2019] [Indexed: 11/04/2022]
Abstract
AIM To examine the association between socioeconomic position and the risk of atrial fibrillation (AF) in different stages of life in a population of Danish citizens. METHODS Register-based study. We followed all individuals turning 35, 50, 65 or 80 years from 1 January 1996 to 31 December 2005 until AF, death, emigration or the end of study period (31 December 2015). Exposure was education and income. We used Cox regression for the HRs (95% CI) and the pseudo-observation method for the adjusted risk difference (RD) (%). RESULTS A total of 2 173 857 participants were enrolled and 151 340 incident cases of AF occurred over a median of 13.6 years of follow-up. Adjusted HR (95% CI) of incident AF for the youngest age group with the highest education (ref lowest) was 0.62 (0.50 to 0.77) (women) and 0.85 (0.76 to 0.96) (men). The associations attenuated with increasing age, that is, HRs for the oldest age group were 1.04 (0.97 to 1.10) and 0.98 (0.96 to 1.04), respectively. The corresponding adjusted RDs (%) were: -0.28 (-0.43 to -0.14), -0.18 (-0.36 to -0.01), 3.04 (-0.55 to 6.64) and -0.74 (-3.38 to 2.49), respectively. Similar but weaker associations were found for income. CONCLUSION Higher level of education and income was associated with a lower risk of being diagnosed with AF in young individuals but the association decreased with increasing age and was almost absent for the oldest age cohort. However, since AF is relatively rare in the youngest the RDs were low.
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Affiliation(s)
- Elin Danielsen Lunde
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark .,Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark.,Danish Centre against Inequality in Health (DACUS), Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | | | - Søren Lundbye-Christensen
- Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark.,Unit of Clinical Biostatistics, Aalborg University Hospital, Aalborg, Denmark
| | - Kirsten Fonager
- Department of Social Medicine, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Søren Paaske Johnsen
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Mogens Lytken Larsen
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark.,Danish Centre against Inequality in Health (DACUS), Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark
| | | | - Sam Riahi
- Department of Cardiology, Aalborg University Hospital, Aalborg, Denmark.,Aalborg AF Study Group, Aalborg University Hospital, Aalborg, Denmark.,Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
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