1
|
Alhawiti NM, Shubair MM, Nasser SM, Alharthy A, Al-Khateeb BF, Othman F, Alshahrani A, Alnaim L, Abukhamis AA, Alwatban N, El-Metwally A. Predictors of Blood Pressure, Cholesterol, and Cardiovascular Screening Among Saudis at Primary Healthcare Settings in Riyadh, Saudi Arabia. Patient Prefer Adherence 2025; 19:1433-1447. [PMID: 40386798 PMCID: PMC12085128 DOI: 10.2147/ppa.s516304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Accepted: 05/02/2025] [Indexed: 05/20/2025] Open
Abstract
Purpose This study was conducted to estimate proportion of individuals undergoing screening for cardiovascular disease (CVD) and its risk factors and to identify predictors of CVD, blood pressure, and blood cholesterol screening. Patients and Methods This cross-sectional study was conducted in 48 primary healthcare centers in Saudi Arabia and 14,239 participants were enrolled. The analysis was performed in SPSS version 26 and adjusted odds ratios (AOR) and 95% Cis were reported. Results Blood pressure screening was reported by 35.3%, cholesterol screening by 9.3%, and cardiovascular screening by 3.7%. Significant positive predictors for blood pressure screening included older age (50-75 years: AOR 1.34, 95% CI: 1.20-1.50; ≥75 years: AOR 2.12, 95% CI: 1.84-2.43), being married (AOR: 1.15; 95% CI: 1.04-1.27), non-smoking (AOR: 1.97; 95% CI: 1.79-2.17), physical activity (AOR: 1.16; 95% CI: 1.05-1.28), and diabetes (AOR: 2.14; 95% CI: 1.88-2.44). For cholesterol screening, significant positive predictors were older age (≥75 years: AOR 1.89, 95% CI: 1.56-2.29), unemployment (AOR: 1.26; 95% CI: 1.10-1.45), insurance coverage (AOR: 1.52; 95% CI: 1.33-1.74), smoking (AOR: 1.32; 95% CI: 1.14-1.53), diabetes history (AOR: 1.33; 95% CI: 1.09-1.61), and hypertension (AOR: 1.66; 95% CI: 1.36-2.02). For cardiovascular screening, significant positive predictors included older age (≥75 years: AOR 1.81, 95% CI: 1.35-2.43), unemployment (AOR: 1.53; 95% CI: 1.24-1.88), insurance coverage (AOR: 1.56; 95% CI: 1.27-1.92), smoking (AOR: 1.89; 95% CI: 1.52-2.34), diabetes (AOR: 1.85; 95% CI: 1.41-2.43), and high cholesterol (AOR: 1.76; 95% CI: 1.31-2.36). Conclusion A very low proportion of Saudi residents have undergone blood pressure, cholesterol, and CVD screening. Common predictors of screening included older age, insurance coverage, diabetes, hypertension, physical activity, and high cholesterol levels. Low prevalence of screening is alarming, and Saudi Government needs to implement strategies that can help increase proportion of Saudi residents who receive blood pressure, cholesterol, and CVD screening.
Collapse
Affiliation(s)
- Naif M Alhawiti
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Mamdouh M Shubair
- School of Health Sciences, University of Northern British Columbia (UNBC), University Way, Prince George, BC, Canada
| | - Seema Mohammed Nasser
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Department of Nursing, College of Nursing, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- Ministry of National Guard - Health Affairs, Riyadh, Saudi Arabia
| | - Amani Alharthy
- Department of Health Science, College of Health and Rehabilitation Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Badr F Al-Khateeb
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- Department of Family Medicine, King Abdulaziz Medical City, Ministry of the National Guard-Health affairs, Riyadh, Saudi Arabia
- College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Fatmah Othman
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Awad Alshahrani
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
- Department of Medicine, King Abdulaziz Medical City, Ministry of the National Guard-Health Affairs, Riyadh, Saudi Arabia
| | - Lubna Alnaim
- Clinical Nutrition Department, College of Applied Medical Sciences, King Saud Bin Abdulaziz University for Health Sciences, Al Ahsa, Saudi Arabia
| | | | - Noof Alwatban
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Ashraf El-Metwally
- King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
- College of Public Health and Health Informatics, King Saud bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| |
Collapse
|
2
|
Wang D, Sra M, Glaeser-Khan S, Wang DY, Moshashaian-Asl R, Ito S, Cuker A, Goshua G. Cost-Effectiveness of Ferritin Screening Thresholds for Iron Deficiency in Reproductive-Age Women. Am J Hematol 2025. [PMID: 40235279 DOI: 10.1002/ajh.27686] [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: 03/29/2025] [Accepted: 04/02/2025] [Indexed: 04/17/2025]
Abstract
Iron deficiency (ID) is a top five leading cause of disability-adjusted life-years in women of reproductive age around the world. Despite its enormous health burden, no screening guidelines exist for the detection and treatment of ID in women of reproductive age. We sought to determine the cost-effectiveness of screening versus no screening for ID in women of reproductive age in the United States. A lifetime simulation of women of reproductive age was conducted using a Markov cohort model under three strategies: (1) no screening, (2) screening at a ferritin threshold of 15 μg/L, and (3) screening at a ferritin threshold of 25 μg/L, from the US health system perspective, and at a willingness-to-pay threshold of $100 000/quality-adjusted life year (QALY). Epidemiologically informed ID prevalence estimates sourced from the National Health and Nutrition Examination Survey were employed for model parameterization. The primary outcome was the incremental cost-effectiveness ratio (ICER, in $/QALY). Base-case results for the three strategies accrued $209 700, $210 200, and $210 200 discounted lifetime costs and 23.6, 24.0, and 24.4 discounted lifetime QALYs, respectively. Screening at a ferritin threshold of 25 μg/L was the cost-effective intervention with an ICER of $680/QALY (95% credible interval $350-$750/QALY). In dual base-case analyses examining intravenous rather than oral iron repletion for treatment, screening at a ferritin threshold of 25 μg/L remained the cost-effective intervention with an ICER of $2300/QALY (95% CI $1800-$3800/QALY). In probabilistic sensitivity analyses, screening at a ferritin threshold of 25 μg/L was the cost-effective intervention in 100% of 10 000 second order Monte Carlo iterations.
Collapse
Affiliation(s)
- Daniel Wang
- Yale School of Medicine, New Haven, Connecticut, USA
| | - Manraj Sra
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | | | | | | | - Satoko Ito
- Section of Medical Oncology & Hematology, Yale University School of Medicine & Yale Cancer Center, New Haven, Connecticut, USA
| | - Adam Cuker
- Department of Medicine and Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - George Goshua
- Section of Medical Oncology & Hematology, Yale University School of Medicine & Yale Cancer Center, New Haven, Connecticut, USA
- Center for Outcomes Research and Evaluation, Yale New Haven Hospital, New Haven, Connecticut, USA
| |
Collapse
|
3
|
Lefebvre B, Mukhopadhyay A, Ratra V. Who bears the distance cost of public primary healthcare? Hypertension among the elderly in rural India. Soc Sci Med 2025; 366:117613. [PMID: 39705774 DOI: 10.1016/j.socscimed.2024.117613] [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: 06/13/2024] [Revised: 11/12/2024] [Accepted: 12/05/2024] [Indexed: 12/23/2024]
Abstract
Hypertension is one of the most prevalent NCDs in the world. Its prevalence is especially high among the elderly, a demographic group on the rise in low and middle income countries. Extant medical literature calls for early detection to prevent aggravation of problems when old. In this paper, we investigate whether diagnosis of hypertension among adults aged 45 and above, is correlated with geographic access to primary public healthcare services, after accounting for a rich set of potentially confounding covariates. Our study focuses on rural India where access to public primary health services is especially poor but hypertension rates are high. Using the first wave of the Longitudinal Ageing Survey of India (LASI) 2017-19, we find that hypertensive adults belonging to poor households, face a distance cost of public primary health facilities and are 8 percent less likely to be aware of their hypertension when Primary Health Centres are 10 km away. Since almost 10 percent of villages in India are at least 10 km away from PHCs, this exclusionary effect is significant. Our analysis suggests that even though public primary facilities are poorly staffed and managed in India, and private care is popular, geographical expansion of public primary facilities can still play an active role in NCDs and public primary health financing should take heed of the need for such expansion.
Collapse
Affiliation(s)
- Bertrand Lefebvre
- French Institute of Pondicherry (IFP), UMIFRE 21 CNRS-MEAE, India; Univ Rennes, EHESP, ARENES, UMR 6051 CNRS, France
| | - Abhiroop Mukhopadhyay
- Indian Statistical Institute (Delhi Centre), India; HFACT-Institute of Economic Growth, Delhi, India.
| | - Vastav Ratra
- HFACT-Institute of Economic Growth, Delhi, India
| |
Collapse
|
4
|
Rao S, Basu S, Nandi K, Singh MM, Lalwani H, Maheshwari V, Borle A, Sharma N. Metabolic syndrome burden, determinants and treatment status in an urban slum resettlement colony in Delhi, India. Int Health 2025; 17:84-93. [PMID: 38517308 PMCID: PMC11697089 DOI: 10.1093/inthealth/ihae024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 11/10/2023] [Accepted: 03/08/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Metabolic syndrome (MetS) in low-resource settings contributes to accentuated risk of cardiovascular disease, including stroke. The study objective was to estimate the prevalence, determinants and treatment status of MetS in an urban slum resettlement population in Delhi, India. METHODS This study was conducted from February to May 2023. Multiphase sampling was conducted with 1910 individuals screened for abdominal obesity (AO), with 996 detected as having AO, of which, 400 were selected by simple random sampling and further evaluated for triglycerides (TGs), high-density lipoprotein (HDL) and fasting glucose levels. RESULTS Among the 400 participants detected as having AO, 211 had evidence of MetS (52.75% [95% confidence interval 47.83 to 57.62]). The most prevalent combination of MetS clustering was for all five components (AO, diabetes mellitus [DM], hypertension [HTN], low HDL and high TGs; 14.69%), followed by AO, DM and HTN (12.32%). On adjusted analysis, the odds of having MetS was found to be independently associated with increasing age (≥40 y) but not sex. CONCLUSIONS A high burden of MetS and suboptimal treatment status is prevalent in urban slum populations. Screening of individuals with AO, especially in those >40 y of age, can be an effective programmatic strategy for early diagnosis and management of MetS and its underlying components.
Collapse
Affiliation(s)
- Shivani Rao
- Department of Community Medicine, Maulana Azad Medical College, New Delhi 110002, India
| | - Saurav Basu
- Indian Institute of Public Health – Delhi, Public Health Foundation of India, Haryana 122102, India
| | - Kajal Nandi
- Department of Biochemistry, Maulana Azad Medical College, New Delhi 110002, India
| | - M M Singh
- Department of Community Medicine, Maulana Azad Medical College, New Delhi 110002, India
| | - Heena Lalwani
- Department of Community Medicine, Maulana Azad Medical College, New Delhi 110002, India
| | - Vansh Maheshwari
- Indian Institute of Public Health – Delhi, Public Health Foundation of India, Haryana 122102, India
| | - Amod Borle
- Department of Community Medicine, Maulana Azad Medical College, New Delhi 110002, India
| | - Nandini Sharma
- Department of Community Medicine, Maulana Azad Medical College, New Delhi 110002, India
| |
Collapse
|
5
|
Meng Y, Mynard JP, Smith KJ, Juonala M, Urbina EM, Niiranen T, Daniels SR, Xi B, Magnussen CG. Pediatric Blood Pressure and Cardiovascular Health in Adulthood. Curr Hypertens Rep 2024; 26:431-450. [PMID: 38878251 PMCID: PMC11455673 DOI: 10.1007/s11906-024-01312-5] [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] [Accepted: 05/28/2024] [Indexed: 10/06/2024]
Abstract
PURPOSE OF REVIEW This review summarizes current knowledge on blood pressure in children and adolescents (youth), with a focus on primary hypertension-the most common form of elevated blood pressure in this demographic. We examine its etiology, progression, and long-term cardiovascular implications. The review covers definitions and recommendations of blood pressure classifications, recent developments in measurement, epidemiological trends, findings from observational and clinical studies, and prevention and treatment, while identifying gaps in understanding and suggesting future research directions. RECENT FINDINGS Youth hypertension is an escalating global issue, with regional and national variations in prevalence. While the principles of blood pressure measurement have remained largely consistent, challenges in this age group include a scarcity of automated devices that have passed independent validation for accuracy and a generally limited tolerance for ambulatory blood pressure monitoring. A multifaceted interplay of factors contributes to youth hypertension, impacting long-term cardiovascular health. Recent studies, including meta-analysis and sophisticated life-course modelling, reveal an adverse link between youth and life-course blood pressure and subclinical cardiovascular outcomes later in life. New evidence now provides the strongest evidence yet linking youth blood pressure with clinical cardiovascular events in adulthood. Some clinical trials have expanded our understanding of the safety and efficacy of antihypertensive medications in youth, but this remains an area that requires additional attention, particularly regarding varied screening approaches. This review outlines the potential role of preventing and managing blood pressure in youth to reduce future cardiovascular risk. A global perspective is necessary in formulating blood pressure definitions and strategies, considering the specific needs and circumstances in low- and middle-income countries compared to high-income countries.
Collapse
Affiliation(s)
- Yaxing Meng
- Baker Heart and Diabetes Institute, 75 Commercial Rd, Melbourne, VIC, 3004, Australia
- Baker Department of Cardiometabolic Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| | - Jonathan P Mynard
- Heart Research Group, Murdoch Children's Research Institute, Parkville, VIC, Australia
- Department of Paediatrics, University of Melbourne, Parkville, VIC, Australia
- Department of Biomedical Engineering, University of Melbourne, Parkville, VIC, Australia
| | - Kylie J Smith
- Baker Heart and Diabetes Institute, 75 Commercial Rd, Melbourne, VIC, 3004, Australia
- Menzies Institute for Medical Research, University of Tasmania, TAS, Hobart, Australia
| | - Markus Juonala
- Division of Medicine, Turku University Hospital, Turku, Finland
- Department of Medicine, University of Turku, Turku, Finland
| | - Elaine M Urbina
- Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati, Cincinnati, OH, USA
| | - Teemu Niiranen
- Department of Public Health Solutions, Finnish Institute for Health and Welfare (THL), Helsinki, Finland
- Department of Internal Medicine, University of Turku and Turku University Hospital, Turku, Finland
| | - Stephen R Daniels
- Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Bo Xi
- Department of Epidemiology, School of Public Health, Shandong University, Jinan, China
| | - Costan G Magnussen
- Baker Heart and Diabetes Institute, 75 Commercial Rd, Melbourne, VIC, 3004, Australia.
- Baker Department of Cardiometabolic Health, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia.
- Research Centre of Applied and Preventive Cardiovascular Medicine, University of Turku, Turku, Finland.
- Centre for Population Health Research, University of Turku and Turku University Hospital, Turku, Finland.
| |
Collapse
|
6
|
Stadhouders N, van Vliet E, Brabers AEM, van Dijk W, Onstwedder S. Should Commercial Diagnostic Testing Be Stimulated or Discouraged? Analyzing Willingness-to-Pay and Market Externalities of Three Commercial Diagnostic Tests in The Netherlands. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2024; 22:193-207. [PMID: 38099980 PMCID: PMC10864515 DOI: 10.1007/s40258-023-00846-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/18/2023] [Indexed: 02/15/2024]
Abstract
INTRODUCTION Consumers may purchase commercial diagnostic tests (CDT) without prior doctor consultation. This paper analyzes three CDT markets-commercial cholesterol tests (CCT), direct-to-consumer genetic health tests (DGT) and total body scans (TBS)-in the context of the universal, collectively financed health care system of the Netherlands. METHODS An online willingness-to-pay (WTP) questionnaire was sent to a representative sample of 1500 Dutch consumers. Using contingent valuation (CV) methodology, an array of bids for three self-tests were presented to the respondents. The results were extrapolated to the Dutch population and compared to current prices and follow-up medical utilization, allowing analysis from a societal perspective. RESULTS Overall, 880 of 1500 respondents completed the questionnaire (response rate 59%). Of the respondents, 26-44% were willing to pay a positive amount for the CDT. Willingness-to-pay was correlated to age and household income, but not to health status or prior experience with these tests. At mean current prices of €29 for CCT, €229 for DGT and €1,650 for TBS, 3.3%, 2.5%, and 1.1%, were willing to purchase a CCT, DGT, and TBS, respectively. All three CDT resulted in net costs to the health system, estimated at €5, €16, and €44 per test, respectively. Reducing volumes by 90,000 CCTs (19%), 19,000 DGTs (5%) and 4,000 TBSs (2.5%) in 2019 would optimize welfare. CONCLUSION Most respondents were unwilling to consume CDT at any price or only if the CDT were provided for free. However, for a small group of consumers, societal costs exceed private benefits. Therefore, CDT regulation could provide small welfare gains.
Collapse
Affiliation(s)
- Niek Stadhouders
- Scientific Institute for Quality of Healthcare, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Ella van Vliet
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Anne E M Brabers
- Nivel, Netherlands Institute for Health Services Research, PO box 1568, 3500 BN, Utrecht, The Netherlands
| | - Wieteke van Dijk
- Scientific Institute for Quality of Healthcare, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Suzanne Onstwedder
- Centre for Health Protection, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| |
Collapse
|
7
|
Wilson OWA, Holland K, Bopp CM, Bopp M. The apparent need for better communication between clinicians and patients regarding elevated blood pressure among United States emerging adults. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2023; 71:2623-2627. [PMID: 34670472 DOI: 10.1080/07448481.2021.1990070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 09/15/2021] [Accepted: 10/03/2021] [Indexed: 06/13/2023]
Abstract
Objectives: To examine the discrepancy between 'told' and screened blood pressure (BP) category, and the association between body composition and told BP category. Methods: Between 08/2019-03/2020 college students (n = 1057) were asked what category they had previously been told their BP falls into prior to having their BP and body composition (waist circumference, body mass index (BMI), and body fat percentage) objectively assessed. Results: A disproportionate number (>80%) who were told that they had normal BP were categorized as having elevated BP. Men told they had borderline/high BP had less favorable body compositions than those told they had low/normal BP. Less favorable body composition was associated with increased likelihood of men being told that they had borderline/high BP. Conclusions: Better BP screening policies and procedures would ensure healthcare providers discuss elevated BP with emerging adults regardless of body composition and avoid missing opportunities to delivery of early and cost-effective interventions.
Collapse
Affiliation(s)
- Oliver W A Wilson
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Kelsey Holland
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, USA
| | - Christopher M Bopp
- Department of Kinesiology, New England College, Henniker, New Hampshire, USA
| | - Melissa Bopp
- Department of Kinesiology, Pennsylvania State University, University Park, Pennsylvania, USA
| |
Collapse
|
8
|
Glushkova N, Turdaliyeva B, Kulzhanov M, Karibayeva IK, Kamaliev M, Smailova D, Zhamakurova A, Namazbayeva Z, Mukasheva G, Kuanyshkalieva A, Otyzbayeva N, Semenova Y, Jobalayeva B. Examining disparities in cardiovascular disease prevention strategies and incidence rates between urban and rural populations: insights from Kazakhstan. Sci Rep 2023; 13:20917. [PMID: 38017260 PMCID: PMC10684854 DOI: 10.1038/s41598-023-47899-8] [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: 06/23/2023] [Accepted: 11/20/2023] [Indexed: 11/30/2023] Open
Abstract
Kazakhstan is experiencing a high burden of cardiovascular disease (CVD), and the country has implemented a range of strategies aimed at controlling CVD. The study aims to conduct a content analysis of the policies implemented in the country and augment it with an analysis of official statistics over a 15-year period, from 2006 to 2020. The study also includes comparisons of incidence rates between urban and rural areas. A comprehensive search was conducted to identify policy documents that regulate the provision of primary, secondary, and tertiary prevention of cardiovascular diseases. Additionally, official data on the incidence of arterial hypertension, ischemic heart disease, acute myocardial infarction, and cerebrovascular disease were extracted from official statistics, disaggregated by urban and rural areas. Forecast modeling was utilized to project disease incidences up to 2030. The study reveals that Kazakhstan primarily focuses on tertiary prevention of cardiovascular diseases, with less attention given to secondary prevention, and primary prevention is virtually non-existent. In general, screening for arterial hypertension appears to be more successful than for ischemic heart disease. The incidence of arterial hypertension has increased threefold for urban residents and 1.7-fold for rural residents. In urban areas, residents saw a twofold increase in ischemic heart disease incidence, while it remained the same in rural areas. The findings of this study have practical implications for decision-makers, who can use the results to enhance the effectiveness of existing CVD prevention strategies.
Collapse
Affiliation(s)
- Natalya Glushkova
- Department of Epidemiology, Evidence-Based Medicine and Biostatistics, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Botagoz Turdaliyeva
- Kazakh Scientific Center of Dermatology and Infectious Diseases, Almaty, 050002, Kazakhstan
| | - Maksut Kulzhanov
- Department of Management in Healthcare and Pharmacy, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Indira K Karibayeva
- Department of Science and Consulting, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Maksut Kamaliev
- Department of Health Management, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Dariga Smailova
- Research Department, Asfendiyarov Kazakh National Medical University, Almaty, 050040, Kazakhstan
| | - Ayaulym Zhamakurova
- Department of Postgraduate Education, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Zhanar Namazbayeva
- Department of Postgraduate Education, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Gulmira Mukasheva
- Department of Postgraduate Education, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Asylzhan Kuanyshkalieva
- Department of Postgraduate Education, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Nurzhamal Otyzbayeva
- Department of Postgraduate Education, Kazakhstan's Medical University "Kazakhstan School of Public Health", Almaty, 050060, Kazakhstan
| | - Yuliya Semenova
- School of Medicine, Nazarbayev University, Astana, 010000, Kazakhstan
| | - Bagym Jobalayeva
- Department of Public Health, JSC "Semey Medical University", Semey, 071400, Kazakhstan.
| |
Collapse
|
9
|
Oude Wolcherink MJ, Behr CM, Pouwels XGLV, Doggen CJM, Koffijberg H. Health Economic Research Assessing the Value of Early Detection of Cardiovascular Disease: A Systematic Review. PHARMACOECONOMICS 2023; 41:1183-1203. [PMID: 37328633 PMCID: PMC10492754 DOI: 10.1007/s40273-023-01287-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/22/2023] [Indexed: 06/18/2023]
Abstract
INTRODUCTION Cardiovascular disease (CVD) is the most prominent cause of death worldwide and has a major impact on healthcare budgets. While early detection strategies may reduce the overall CVD burden through earlier treatment, it is unclear which strategies are (most) efficient. AIM This systematic review reports on the cost effectiveness of recent early detection strategies for CVD in adult populations at risk. METHODS PubMed and Scopus were searched to identify scientific articles published between January 2016 and May 2022. The first reviewer screened all articles, a second reviewer independently assessed a random 10% sample of the articles for validation. Discrepancies were solved through discussion, involving a third reviewer if necessary. All costs were converted to 2021 euros. Reporting quality of all studies was assessed using the CHEERS 2022 checklist. RESULTS In total, 49 out of 5552 articles were included for data extraction and assessment of reporting quality, reporting on 48 unique early detection strategies. Early detection of atrial fibrillation in asymptomatic patients was most frequently studied (n = 15) followed by abdominal aortic aneurysm (n = 8), hypertension (n = 7) and predicted 10-year CVD risk (n = 5). Overall, 43 strategies (87.8%) were reported as cost effective and 11 (22.5%) CVD-related strategies reported cost reductions. Reporting quality ranged between 25 and 86%. CONCLUSIONS Current evidence suggests that early CVD detection strategies are predominantly cost effective and may reduce CVD-related costs compared with no early detection. However, the lack of standardisation complicates the comparison of cost-effectiveness outcomes between studies. Real-world cost effectiveness of early CVD detection strategies will depend on the target country and local context. REGISTRATION OF SYSTEMATIC REVIEW CRD42022321585 in International Prospective Registry of Ongoing Systematic Reviews (PROSPERO) submitted at 10 May 2022.
Collapse
Affiliation(s)
- Martijn J Oude Wolcherink
- Health Technology and Services Research, Techmed Centre, University of Twente, Enschede, The Netherlands
| | - Carina M Behr
- Health Technology and Services Research, Techmed Centre, University of Twente, Enschede, The Netherlands
| | - Xavier G L V Pouwels
- Health Technology and Services Research, Techmed Centre, University of Twente, Enschede, The Netherlands
| | - Carine J M Doggen
- Health Technology and Services Research, Techmed Centre, University of Twente, Enschede, The Netherlands
| | - Hendrik Koffijberg
- Health Technology and Services Research, Techmed Centre, University of Twente, Enschede, The Netherlands.
| |
Collapse
|
10
|
Taksler GB, Le P, Hu B, Alberts J, Flynn AJ, Rothberg MB. Personalized Disease Prevention (PDP): study protocol for a cluster-randomized clinical trial. Trials 2022; 23:892. [PMID: 36273151 PMCID: PMC9587586 DOI: 10.1186/s13063-022-06750-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 09/14/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The US Preventive Services Task Force recommends 25 primary preventive services for middle-aged adults, but it can be difficult to do them all. METHODS The Personalized Disease Prevention (PDP) cluster-randomized clinical trial will evaluate whether patients and their providers benefit from an evidence-based decision tool to prioritize preventive services based on their potential to improve quality-adjusted life expectancy. The decision tool will be individualized for patient risk factors and available in the electronic health record. This Phase III trial seeks to enroll 60 primary care providers (clusters) and 600 patients aged 40-75 years. Half of providers will be assigned to an intervention to utilize the decision tool with approximately 10 patients each, and half will be assigned to usual care. Mixed-methods follow-up will include collection of preventive care utilization from electronic health records, patient and physician surveys, and qualitative interviews. We hypothesize that quality-adjusted life expectancy will increase by more in patients who receive the intervention, as compared with controls. DISCUSSION PDP will test a novel, holistic approach to help patients and providers prioritize the delivery of preventive services, based on patient risk factors in the electronic health record. TRIAL REGISTRATION ClinicalTrials.gov NCT05463887. Registered on July 19, 2022.
Collapse
Affiliation(s)
- Glen B Taksler
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA.
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA.
- Population Health Research Institute, Case Western Reserve University at The MetroHealth System, Cleveland, OH, USA.
| | - Phuc Le
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA
| | - Bo Hu
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Jay Alberts
- Department of Biomedical Engineering, Cleveland Clinic, Cleveland, OH, USA
- Neurological Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Allen J Flynn
- School of Information and Department of Learning Health Sciences, University of Michigan, Ann Arbor, MI, USA
| | - Michael B Rothberg
- Cleveland Clinic Community Care, Cleveland Clinic, 9500 Euclid Ave., G10, Cleveland, OH, USA
| |
Collapse
|
11
|
Muqri H, Shrivastava A, Muhtadi R, Chuck RS, Mian UK. The Cost-Effectiveness of a Telemedicine Screening Program for Diabetic Retinopathy in New York City. Clin Ophthalmol 2022; 16:1505-1512. [PMID: 35607437 PMCID: PMC9123910 DOI: 10.2147/opth.s357766] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 04/11/2022] [Indexed: 11/23/2022] Open
Abstract
Background A telemedicine screening initiative was implemented by the Montefiore Health System to improve access to eyecare for a multi-ethnic, at-risk population of diabetic patients in a largely underserved urban community in the Bronx, New York. This retrospective, cross-sectional analysis evaluates the societal benefit and financial sustainability of this program by analyzing both cost and revenue generation based on current standard Medicare reimbursement rates. Methods Non-mydriatic fundus cameras were placed in collaboration with a vendor in eight outpatient primary care sites throughout the Montefiore Health Care System, and data was collected between June 2014 and July 2016. Fundus photos were electronically transmitted to a central reading center to be systematically reviewed and coded by faculty ophthalmologists, and patients were subsequently scheduled for ophthalmic evaluation based upon a predetermined treatment algorithm. A retrospective chart review of 2251 patients was performed utilizing our electronic medical record system (Epic Systems, Verona WI). Revenue was projected utilizing standard Medicare rates for our region while societal benefit was calculated using quality adjusted life years (QALY). Results Of the 2251 patient charts reviewed, 791 patients (35.1%) were seen by Montefiore ophthalmologists within a year of the original screening date. Estimated revenue generated by these visits was $276,800, with the majority from the treatment of retinal disease ($208,535), and the remainder from other ophthalmic conditions detected in the fundus photos ($68,265). There was a societal benefit of 14.66 quality adjusted life years (QALYs) with an estimated value of $35,471/QALY. Conclusion This telemedicine initiative was successful in identifying many patients with diabetic retinopathy and other ophthalmic conditions who may otherwise not have been formally evaluated. Our analysis demonstrates the program to generate a downstream revenue of nearly $280K with a cost benefit below <50% of the threshold of $100,000/QALY, and therefore cost-effective in marginalized communities.
Collapse
Affiliation(s)
- Hasan Muqri
- Department of Ophthalmology, The University of Texas Health Sciences Center at Houston, Houston, TX, USA
| | - Anurag Shrivastava
- Department of Ophthalmology and Visual Sciences, Montefiore Medical Center, Bronx, NY, USA
| | - Rakin Muhtadi
- Department of Ophthalmology and Visual Sciences, Montefiore Medical Center, Bronx, NY, USA
| | - Roy S Chuck
- Department of Ophthalmology and Visual Sciences, Montefiore Medical Center, Bronx, NY, USA
| | - Umar K Mian
- Department of Ophthalmology and Visual Sciences, Montefiore Medical Center, Bronx, NY, USA
- Correspondence: Umar K Mian, Department of Ophthalmology and Visual Sciences, Montefiore Medical Center, 3332 Rochambeau Avenue, Bronx, NY, 10467, USA, Tel +1 718-920-2020, Fax +1 718-920-4791, Email
| |
Collapse
|
12
|
Ding H, Huang J, Deng Y, Tin SPP, Wong MCS, Yeoh EK. Characteristics of participants who take up screening tests for diabetes and lipid disorders: a systematic review. BMJ Open 2022; 12:e055764. [PMID: 35487721 PMCID: PMC9058764 DOI: 10.1136/bmjopen-2021-055764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 04/03/2022] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVES To perform a systematic review on the characteristics of participants who attended screening programmes with blood glucose tests, lipid profiles or a combination of them, respectively. DESIGN Systematic review following the Meta-analysis Of Observational Studies in Epidemiology checklist. DATA SOURCES PubMed and Medline databases for English literature from 1 January 2000 to 1 April 2020. ELIGIBILITY CRITERIA Original observational studies that reported baseline characteristics of apparently healthy adult participants screening for diabetes and lipid disorders were included in this review. DATA EXTRACTION We examined their sociodemographic characteristics, including age, gender, body mass index (BMI) and lifestyle habits. The quality of the included articles was evaluated by the Appraisal of Cross-sectional Studies. RESULTS A total of 33 articles involving 38 studies in 22 countries were included and analysed in this systematic review. Overall, there was a higher participation rate among subjects who were female in all screening modalities (female vs male: 46.6%-63.9% vs 36.1%-53.4% for diabetes screening; 48.8%-58.4% vs 41.6%-51.2% for lipid screening; and 36.4%-76.8% vs 23.2%-63.6% for screening offering both). Compared with the BMI standard from the WHO, participants in lipid screening had lower BMI (male: 23.8 kg/m2 vs 24.2 kg/m2, p<0.01; female: 22.3 kg/m2 vs 23.6 kg/m2, p<0.01). Furthermore, it is less likely for individuals of lower socioeconomic status to participate in diabetes or lipid screening in developed areas. CONCLUSIONS We identified that individuals from lower socioeconomic groups were less likely to take up programmes for diabetes and/or lipid screening in developed areas. These populations are also likely to be at higher risk of non-communicable diseases. Future studies should investigate the barriers and facilitators of screening among non-participants, where targeted interventions to enhance their screening uptake are warranted.
Collapse
Affiliation(s)
- Hanyue Ding
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong Faculty of Medicine, Hong Kong, People's Republic of China
| | - Junjie Huang
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong Faculty of Medicine, Hong Kong, People's Republic of China
| | - Yunyang Deng
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong Faculty of Medicine, Hong Kong, People's Republic of China
| | - Sze Pui Pamela Tin
- Healthcare & Social Development, Our Hong Kong Foundation, Hong Kong, People's Republic of China
| | - Martin Chi-Sang Wong
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong Faculty of Medicine, Hong Kong, People's Republic of China
- School of Public Health, Peking University, Beijing, People's Republic of China
| | - Eng-Kiong Yeoh
- JC School of Public Health and Primary Care, The Chinese University of Hong Kong Faculty of Medicine, Hong Kong, People's Republic of China
- Centre for Health Systems and Policy Research, The Chinese University of Hong Kong, Hong Kong, People's Republic of China
| |
Collapse
|
13
|
Krueger H, Robinson S, Hancock T, Birtwhistle R, Buxton JA, Henry B, Scarr J, Spinelli JJ. Priorities among effective clinical preventive services in British Columbia, Canada. BMC Health Serv Res 2022; 22:564. [PMID: 35473549 PMCID: PMC9044882 DOI: 10.1186/s12913-022-07871-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Accepted: 03/04/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Despite the long-standing experience of rating the evidence for clinical preventive services, the delivery of effective clinical preventive services in Canada and elsewhere is less than optimal. We outline an approach used in British Columbia to assist in determining which effective clinical preventive services are worth doing. METHODS We calculated the clinically preventable burden and cost-effectiveness for 28 clinical preventive services that received a 'strong or conditional (weak) recommendation for' by the Canadian Task Force on Preventive Health Care or an 'A' or 'B' rating by the United States Preventive Services Task Force. Clinically preventable burden is the total quality adjusted life years that could be gained if the clinical preventive services were delivered at recommended intervals to a British Columbia birth cohort of 40,000 individuals over the years of life that the service is recommended. Cost-effectiveness is the net cost per quality adjusted life year gained. RESULTS Clinical preventive services with the highest population impact and best value for money include services that address tobacco use in adolescents and adults, exclusive breastfeeding, and screening for hypertension and other cardiovascular disease risk factors followed by appropriate pharmaceutical treatment. In addition, alcohol misuse screening and brief counseling, one-time screening for hepatitis C virus infection in British Columbia adults born between 1945 and 1965, and screening for type 2 diabetes approach these high-value clinical preventive services. CONCLUSIONS These results enable policy makers to say with some confidence what preventive manoeuvres are worth doing but further work is required to determine the best way to deliver these services to all those eligible and to establish what supportive services are required. After all, if a clinical preventive service is worth doing, it is worth doing well.
Collapse
Affiliation(s)
- Hans Krueger
- H. Krueger & Associates Inc., Delta, Canada.
- School of Population and Public Health, University of British Columbia, Vancouver, Canada.
| | | | - Trevor Hancock
- School of Public Health and Social Policy, University of Victoria, Victoria, Canada
| | - Richard Birtwhistle
- Department of Family Medicine and Public Health Sciences, Queen's University, Kingston, Canada
- Canadian Task Force on Preventive Health Care, Ottawa, Canada
| | - Jane A Buxton
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
- BC Center for Disease Control, Vancouver, Canada
| | - Bonnie Henry
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
- BC Ministry of Health, Victoria, Canada
| | - Jennifer Scarr
- Child Health BC, Provincial Health Services Authority, Vancouver, Canada
| | - John J Spinelli
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| |
Collapse
|
14
|
Killeen SL, Byrne DF, Geraghty AA, Kilbane MT, Twomey PJ, McKenna MJ, Yelverton CA, Saldova R, Van Sinderen D, Cotter PD, Murphy EF, McAuliffe FM. Higher inflammation is associated with cardiometabolic phenotype and biochemical health in women with obesity. ANNALS OF NUTRITION AND METABOLISM 2022; 78:177-182. [PMID: 35306495 PMCID: PMC9533462 DOI: 10.1159/000522564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 02/09/2022] [Indexed: 11/19/2022]
Abstract
Introduction
Metabolic or inflammatory markers may predict adverse outcomes in women with obesity. We sought to describe metabolic-obesity phenotypes of women using novel staging tools and investigate relationships with inflammation.
Methods
In a cross-sectional study, we collected fasting blood samples from sixty-four females with body mass index (BMI) ≥28kg/m2. Participants were classified as metabolically healthy (MHO) or unhealthy (MUO) using the Cardiometabolic Disease Staging System (CMDS) and Edmonton Obesity Staging System (EOSS). Data was analyzed using independent sample t-tests, Pearson’s correlations, and multiple logistic regression.
Results
Mean (SD) age was 40.2 (9.3) years with median (IQR) BMI 31.8 (30.3-35.7) kg/m2. The prevalence of MUO was 46.9% and 81.3% using CMDS and EOSS criteria respectively. Women with raised CMDS scores had higher C3 (1.34 (0.20) vs 1.18 (0.15), p =.001) and CRP (2.89 (1.31-7.61) vs. 1.39 (0.74-3.60), p=.034). C3 correlated with insulin (r =0.52), hemoglobin A1c (r=0.37), and C-peptide (r=0.58), all p<.05. C3 above the median (>1.23 g/L) increased odds of raised CMDS score, when controlled for age, BMI, ethnicity, and smoking (β=7.1, 95%CI 1.78, 28.4, p=.005).
Conclusion
The prevalence of MUO was lower using CMDS than EOSS. C3 and CRP may be useful clinical biomarkers of risk or treatment targets in women with obesity.
Collapse
Affiliation(s)
- Sarah Louise Killeen
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland,
| | - David F Byrne
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Aisling A Geraghty
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Mark T Kilbane
- Department of Clinical Chemistry, St Vincent's University Hospital, Dublin, Ireland
| | - Patrick J Twomey
- Department of Clinical Chemistry, St Vincent's University Hospital, Dublin, Ireland
| | - Malachi J McKenna
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
- Department of Clinical Chemistry, St Vincent's University Hospital, Dublin, Ireland
| | - Cara A Yelverton
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| | - Radka Saldova
- The National Institute for Bioprocessing, Research, and Training (NIBRT), Dublin, Ireland
- UCD School of Medicine, College of Health and Agricultural Science (CHAS), University College Dublin (UCD), Dublin, Ireland
| | - Douwe Van Sinderen
- APC Microbiome Ireland, National University of Ireland, Cork, Ireland
- School of Microbiology, National University of Ireland, Cork, Ireland
| | - Paul D Cotter
- APC Microbiome Ireland, National University of Ireland, Cork, Ireland
- Teagasc Food Research Centre, Moorepark, Cork, Ireland
| | - Eileen F Murphy
- PrecisionBiotics Group Ltd., Cork Airport Business Park, Cork, Ireland
| | - Fionnuala M McAuliffe
- UCD Perinatal Research Centre, School of Medicine, University College Dublin, National Maternity Hospital, Dublin, Ireland
| |
Collapse
|
15
|
Menut KCH, Pearlstein SS, Conroy PC, Roman SA, Shen WT, Gosnell J, Sosa JA, Duh QY, Suh I. Screening for primary aldosteronism in the hypertensive obstructive sleep apnea population is cost-saving. Surgery 2022; 171:96-103. [PMID: 34238603 PMCID: PMC9308489 DOI: 10.1016/j.surg.2021.05.052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/08/2021] [Accepted: 05/04/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Guidelines recommend screening for primary aldosteronism in patients diagnosed with hypertension and obstructive sleep apnea. Recent studies have shown that adherence to these recommendations is extremely low. It has been suggested that cost is a barrier to implementation. No analysis has been done to rigorously evaluate the cost-effectiveness of widespread implementation of these guidelines. METHODS We constructed a decision-analytic model to evaluate screening of the hypertensive obstructive sleep apnea population for primary aldosteronism as per guideline recommendations in comparison with current rates of screening. Probabilities, utility values, and costs were identified in the literature. Threshold and sensitivity analyses assessed robustness of the model. Costs were represented in 2020 US dollars and health outcomes in quality-adjusted life-years. The model assumed a societal perspective with a lifetime time horizon. RESULTS Screening per guideline recommendations had an expected cost of $47,016 and 35.27 quality-adjusted life-years. Continuing at current rates of screening had an expected cost of $48,350 and 34.86 quality-adjusted life-years. Screening was dominant, as it was both less costly and more effective. These results were robust to sensitivity analysis of disease prevalence, test sensitivity, patient age, and expected outcome of medical or surgical treatment of primary aldosteronism. The screening strategy remained cost-effective even if screening were conservatively presumed to identify only 3% of new primary aldosteronism cases. CONCLUSIONS For patients with hypertension and obstructive sleep apnea, rigorous screening for primary aldosteronism is cost-saving due to cardiovascular risk averted. Cost should not be a barrier to improving primary aldosteronism screening adherence.
Collapse
Affiliation(s)
| | | | - Patricia C. Conroy
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Sanziana A. Roman
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Wen T. Shen
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Jessica Gosnell
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Julie Ann Sosa
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Quan-Yang Duh
- Section of Endocrine Surgery, University of California, San Francisco, CA
| | - Insoo Suh
- Division of Endocrine Surgery, New York University Langone Health, New York, NY,Reprint requests: Insoo Suh, MD, NYU Endocrine Surgery Associates, 530 1st Ave, Ste 6H New York, NY 10016. (I. Suh)
| |
Collapse
|
16
|
Gilmore D, Krantz M, Weaver L, Hand BN. Healthcare service use patterns among autistic adults: A systematic review with narrative synthesis. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2021; 26:317-331. [PMID: 34881676 DOI: 10.1177/13623613211060906] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
LAY ABSTRACT Autistic adults often have complex healthcare needs due to factors like having other health conditions, sensory sensitivities, and limited access to healthcare providers who are trained to provide care for them. All these factors may influence the healthcare services that autistic adults use. In this review, we searched six electronic research databases to gather the most recent evidence about how often autistic adults use five important healthcare services (the emergency department, hospitalization, outpatient mental health, preventive services, and primary care) compared to populations of non-autistic adults. A total of 16 articles were ultimately included in this review. Most articles found that autistic adults had equal or higher use of healthcare services than non-autistic adults. Autistic adults frequently used the emergency department and hospital. This may indicate that routine outpatient care in the community is not meeting their needs. Our findings show the importance of improving care at this level for autistic adults to reduce overuse of the emergency department (in this article referred to as ED) and hospital.
Collapse
|
17
|
Khafaji MA, Al Ghalayini KW, Sait MK, Alorri RA, Garoub T, Alharbi EA, Magadmi T, Fatani F, Jan HF, Jawhari AA. Prevalence of Diabetes and Hypertension Among King Abdulaziz University Employees: Data From First Aid and Cardiopulmonary Resuscitation Training Program. Cureus 2021; 13:e20097. [PMID: 35003953 PMCID: PMC8723699 DOI: 10.7759/cureus.20097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2021] [Indexed: 11/06/2022] Open
Abstract
Objectives Saudi Arabia has a very high rate of chronic illnesses, especially hypertension (HTN) and diabetes. This study aimed to investigate the prevalence and control of diabetes and hypertension among employees at a university in Saudi Arabia, including the associated risk factors, and to evaluate the need for early screening among these individuals. Methods This retrospective study used data from the first aid training program. In total, there were 3964 employees who completed the program, and only 1000 employees were enrolled. The program was conducted at King Abdulaziz University (KAU), Jeddah, Saudi Arabia. Blood pressure (BP), random blood sugar, and body mass index (BMI) were measured in all employees. Descriptive data, including mean, standard deviation (SD), crosstab, chi-square, and linear regression, were analyzed. Categorical variables were described using frequencies and percentages. Results The prevalence of hypertension and diabetes was 31% and 5%. There were 365 males and 635 females. Employees with risk factors such as gender, age, and body mass index had significant effects on having high blood pressure and random blood glucose measurements. Of the employees who reported being free from chronic diseases, 2.9% had abnormal random blood glucose readings (prediabetic and diabetic ranges), while 37.4% had abnormal blood pressure readings (prehypertensive and hypertensive ranges). Conclusion The high prevalence of hypertension and diabetes reflects the crucial role of early screening in diabetes and hypertension protocols and raising awareness regarding protocol implementation in Saudi Arabia to improve quality of life (QoL) at the individual and community levels.
Collapse
Affiliation(s)
- Mawya A Khafaji
- Radiology, Faculty of Medicine, King Abdulaziz University, Jeddah, SAU
| | | | - Maram K Sait
- Internal Medicine, King Abdullah Medical City, Jeddah, SAU
| | | | - Tasneem Garoub
- Preventive Medicine, King Khalid University Hospital, Jeddah, SAU
| | - Esrra A Alharbi
- Internal Medicine, King Faisal Specialist Hospital and Research Centre, Jeddah, SAU
| | - Talah Magadmi
- Internal Medicine, King Abdulaziz University, Jeddah, SAU
| | - Falwah Fatani
- Internal Medicine, King Abdulaziz University, Jeddah, SAU
| | - Hussain F Jan
- Family Medicine, King Abdulaziz University, Jeddah, SAU
| | | |
Collapse
|
18
|
Affiliation(s)
- Jes Sanddal Lindholt
- Department of Cardiothoracic and Vascular Surgery, Odense University Hospital, Elitary Research Centre for Individualized Medicine in Arterial Disease (CIMA), University of Southern Denmark, Odense, Denmark
| | - Rikke Søgaard
- Department of Cardiothoracic and Vascular Surgery, Odense University Hospital, Elitary Research Centre for Individualized Medicine in Arterial Disease (CIMA), University of Southern Denmark, Odense, Denmark
- Advisory Board Regarding the National Screening Programmes, Danish National Board of Health, Copenhagen, Denmark
| |
Collapse
|
19
|
Yarnoff B, Honeycutt A, Bradley C, Khavjou O, Bates L, Bass S, Kaufmann R, Barker L, Briss P. Validation of the Prevention Impacts Simulation Model (PRISM). Prev Chronic Dis 2021; 18:E09. [PMID: 33544072 PMCID: PMC7879963 DOI: 10.5888/pcd18.200225] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Introduction Demonstrating the validity of a public health simulation model helps to establish confidence in the accuracy and usefulness of a model’s results. In this study we evaluated the validity of the Prevention Impacts Simulation Model (PRISM), a system dynamics model that simulates health, mortality, and economic outcomes for the US population. PRISM primarily simulates outcomes related to cardiovascular disease but also includes outcomes related to other chronic diseases that share risk factors. PRISM is openly available through a web application. Methods We applied the model validation framework developed independently by the International Society of Pharmacoeconomics and Outcomes Research and the Society for Medical Decision Making modeling task force to validate PRISM. This framework included model review by external experts and quantitative data comparison by the study team. Results External expert review determined that PRISM is based on up-to-date science. One-way sensitivity analysis showed that no parameter affected results by more than 5%. Comparison with other published models, such as ModelHealth, showed that PRISM produces lower estimates of effects and cost savings. Comparison with surveillance data showed that projected model trends in risk factors and outcomes align closely with secular trends. Four measures did not align with surveillance data, and those were recalibrated. Conclusion PRISM is a useful tool to simulate the potential effects and costs of public health interventions. Results of this validation should help assure health policy leaders that PRISM can help support community health program planning and evaluation efforts.
Collapse
Affiliation(s)
- Benjamin Yarnoff
- RTI International, Research Triangle Park, North Carolina.,RTI International, 3040 E. Cornwallis Rd, Research Triangle Park, NC 27709.
| | | | | | - Olga Khavjou
- RTI International, Research Triangle Park, North Carolina
| | - Laurel Bates
- RTI International, Research Triangle Park, North Carolina
| | - Sarah Bass
- RTI International, Research Triangle Park, North Carolina
| | - Rachel Kaufmann
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Lawrence Barker
- Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Peter Briss
- Centers for Disease Control and Prevention, Atlanta, Georgia
| |
Collapse
|
20
|
Ciancio A, Kämpfen F, Kohler HP, Kohler IV. Health screening for emerging non-communicable disease burdens among the global poor: Evidence from sub-Saharan Africa. JOURNAL OF HEALTH ECONOMICS 2021; 75:102388. [PMID: 33249266 PMCID: PMC7855787 DOI: 10.1016/j.jhealeco.2020.102388] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/29/2020] [Revised: 07/19/2020] [Accepted: 09/14/2020] [Indexed: 06/01/2023]
Abstract
Evidence for the effectiveness of population health screenings to reduce the burden of non-communicable diseases in low-income countries remains very limited. We investigate the sustained effects of a health screening in Malawi where individuals received a referral letter if they had elevated blood pressure. Using a regression discontinuity design and a matching estimator, we find that receiving a referral letter reduced blood pressure and the probability of being hypertensive by about 22 percentage points four years later. These lasting effects are explained by a 20 percentage points increase in the probability of being diagnosed with hypertension. There is also evidence of an increase in the uptake of medication, while we do not identify improvements in hypertension-related knowledge or risk behaviors. On the contrary, we find an increase in sugar intake and a decrease in physical activity both of which are considered risky behaviors in Western contexts. The health screening had some positive effects on mental health. Overall, this study suggests that population-based hypertension screening interventions are an effective tool to improve health in low-income contexts.
Collapse
Affiliation(s)
- Alberto Ciancio
- Department of Economics, HEC, University of Lausanne, Switzerland
| | | | | | | |
Collapse
|
21
|
Yun JM, Choi S, Kim K, Kim SM, Son JS, Lee G, Jeong SM, Park SY, Kim YY, Park SM. All-cause mortality, cardiovascular mortality, and incidence of cardiovascular disease according to a screening program of cardiovascular risk in South Korea among young adults: a nationwide cohort study. Public Health 2020; 190:23-29. [PMID: 33338899 DOI: 10.1016/j.puhe.2020.10.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 08/03/2020] [Accepted: 10/29/2020] [Indexed: 11/17/2022]
Abstract
OBJECTIVES We aimed to determine whether there are any differences in all-cause and cause-specific mortality with cardiovascular disease (CVD) risk between health screening attenders and non-attenders among young adults. STUDY DESIGN We performed a retrospective cohort study using claim data from the Korean National Health Insurance Service database. METHODS Individuals aged 20-39 years who had received health screening at least once between 2002 and 2005 were classified as attenders, and the others were classified as non-attenders. After propensity score matching according to attendance of health screening, 2,060,409 attenders and 2,060,409 non-attenders were included. We estimated adjusted hazard ratios (HRs) and 95% confidence interval (CI) for all-cause mortality, cause-specific mortality, and hospitalization of CVD from 2006 to 2015. RESULTS Survival from all-cause mortality was greater among attenders than among non-attenders (log rank P < 0.001). Similarly, death from CVD (log rank P = 0.007) and CVD events (log rank P < 0.001) were less likely among attenders. The risk for all-cause mortality in attenders was significantly lower than that in non-attenders (HR = 0.83, 95% CI = 0.81 to 0.84). The risk for CVD mortality (HR = 0.80, 95% CI = 0.73 to 0.87) and hospitalization of CVD (HR = 0.92, 95% CI = 0.91 to 0.94) were lower in attenders. In stratified analyses, the risk for all-cause and cause-specific mortalities was lower among attenders regardless of insurance type. CONCLUSIONS Among young adults, the risk for all-cause mortality, CVD mortality, and hospitalization of CVD were lower for those who underwent health screenings. Future studies that evaluate the cost-effectiveness of health screening with additional consideration of psychosocial aspects are needed.
Collapse
Affiliation(s)
- J M Yun
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - S Choi
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
| | - K Kim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
| | - S M Kim
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea
| | - J S Son
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - G Lee
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - S-M Jeong
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea
| | - S Y Park
- Big Data Steering Department, National Health Insurance Service, Wonju, South Korea
| | - Y-Y Kim
- Big Data Steering Department, National Health Insurance Service, Wonju, South Korea
| | - S M Park
- Department of Family Medicine, Seoul National University Hospital, Seoul, South Korea; Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul, South Korea.
| |
Collapse
|
22
|
van der Ende MY, Waardenburg IE, Lipsic E, Bos JH, Hak E, Snieder H, Harst PVD. The effect of feedback on cardiovascular risk factors on optimization of primary prevention: The PharmLines initiative. Int J Cardiol Hypertens 2020; 6:100042. [PMID: 33447768 PMCID: PMC7803074 DOI: 10.1016/j.ijchy.2020.100042] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 07/10/2020] [Accepted: 07/15/2020] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND It is unknown whether population based single assessment of cardiovascular disease (CVD) risk and feedback to individuals and general practitioners results in initiation of preventive cardiovascular pharmacotherapy in those at risk. METHODS The population based cohort study Lifelines was linked to the IADB.nl pharmacy database to assess information on the initiation of preventive medication (N = 48,770). At the baseline visit, information on cardiovascular risk factors was collected and reported to the participants and their general practitioners. An interrupted-time-series-analysis was plotted, in which the start year of blood pressure and lipid lowering medication was displayed in years before or after the baseline visit. Subsequently, predictors of the initiation of pharmacotherapy were determined and possible reduction in cardiovascular events that could be achieved by optimal treatment of individuals at risk. RESULTS Before the Lifelines baseline visit, 34% (out of 1,527, 95% Confidence interval (CI) 32%-36%) and 30% (out of 1,991, 95%CI 28%-32%) of the individuals at risk had a blood pressure or lipid lowering drug prescription, respectively. In those at risk, the use of blood pressure lowering medication, increased substantially during the year of the baseline visit. Treating individuals at increased risk (≥5% 10-year risk) with lipid or blood pressure lowering medication (N = 8515 and N = 6899) would have prevented 162 and 183 CVD events, respectively, in the upcoming five years. CONCLUSION Primary prevention of CVD in the general population appears suboptimal. Feedback of cardiovascular risk factors resulted in a substantial increase of blood pressure lowering medication and extrapolated health benefits.
Collapse
Affiliation(s)
- M. Yldau van der Ende
- University of Groningen, University Medical Center Groningen, The Department of Cardiology, Groningen, the Netherlands
| | - Ingmar E. Waardenburg
- University of Groningen, University Medical Center Groningen, The Department of Cardiology, Groningen, the Netherlands
| | - E. Lipsic
- University of Groningen, University Medical Center Groningen, The Department of Cardiology, Groningen, the Netherlands
| | - Jens H.J. Bos
- PharmacoTherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - Eelko Hak
- PharmacoTherapy, Epidemiology & Economics, Groningen Research Institute of Pharmacy, University of Groningen, Groningen, the Netherlands
| | - H. Snieder
- University of Groningen, University Medical Center Groningen, The Department of Epidemiology, Groningen, the Netherlands
| | - Pim van der Harst
- University of Groningen, University Medical Center Groningen, The Department of Cardiology, Groningen, the Netherlands
- Heart and Lung Division, University Medical Center Utrecht, University of Utrehct, Utrecht, the Netherlands
| |
Collapse
|
23
|
Margolis KL, Dehmer SP, Sperl-Hillen J, O'Connor PJ, Asche SE, Bergdall AR, Green BB, Nyboer RA, Pawloski PA, Trower NK, Maciosek MV. Cardiovascular Events and Costs With Home Blood Pressure Telemonitoring and Pharmacist Management for Uncontrolled Hypertension. Hypertension 2020; 76:1097-1103. [PMID: 32862713 DOI: 10.1161/hypertensionaha.120.15492] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Uncontrolled hypertension is a leading contributor to cardiovascular disease. A cluster-randomized trial in 16 primary care clinics showed that 12 months of home blood pressure telemonitoring and pharmacist management lowered blood pressure more than usual care (UC) for 24 months. We report cardiovascular events (nonfatal myocardial infarction, nonfatal stroke, hospitalized heart failure, coronary revascularization, and cardiovascular death) and costs over 5 years of follow-up. In the telemonitoring intervention (TI group, n=228), there were 15 cardiovascular events (5 myocardial infarction, 4 stroke, 5 heart failure, 1 cardiovascular death) among 10 patients. In UC group (n=222), there were 26 events (11 myocardial infarction, 12 stroke, 3 heart failure) among 19 patients. The cardiovascular composite end point incidence was 4.4% in the TI group versus 8.6% in the UC group (odds ratio, 0.49 [95% CI, 0.21-1.13], P=0.09). Including 2 coronary revascularizations in the TI group and 10 in the UC group, the secondary cardiovascular composite end point incidence was 5.3% in the TI group versus 10.4% in the UC group (odds ratio, 0.48 [95% CI, 0.22-1.08], P=0.08). Microsimulation modeling showed the difference in events far exceeded predictions based on observed blood pressure. Intervention costs (in 2017 US dollars) were $1511 per patient. Over 5 years, estimated event costs were $758 000 in the TI group and $1 538 000 in the UC group for a return on investment of 126% and a net cost savings of about $1900 per patient. Telemonitoring with pharmacist management lowered blood pressure and may have reduced costs by avoiding cardiovascular events over 5 years. Registration- URL: https://www.clinicaltrials.gov; Unique identifier: NCT00781365.
Collapse
Affiliation(s)
- Karen L Margolis
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Steven P Dehmer
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - JoAnn Sperl-Hillen
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Patrick J O'Connor
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Stephen E Asche
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Anna R Bergdall
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Beverly B Green
- Kaiser Permanente Washington Health Research Institute, Seattle, WA (B.B.G.)
| | - Rachel A Nyboer
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Pamala A Pawloski
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Nicole K Trower
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| | - Michael V Maciosek
- From the HealthPartners Institute, Minneapolis, MN (K.L.M., S.P.D., J.S.-H., P.J.O., S.E.A., A.R.B., R.A.N., P.A.P., N.K.T., M.V.M.)
| |
Collapse
|
24
|
Dehmer SP, Cogswell ME, Ritchey MD, Hong Y, Maciosek MV, LaFrance AB, Roy K. Health and Budgetary Impact of Achieving 10-Year U.S. Sodium Reduction Targets. Am J Prev Med 2020; 59:211-218. [PMID: 32532672 PMCID: PMC7768612 DOI: 10.1016/j.amepre.2020.03.010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 03/04/2020] [Accepted: 03/10/2020] [Indexed: 02/04/2023]
Abstract
INTRODUCTION This study estimates the health, economic, and budgetary impact resulting from graduated sodium reductions in the commercially produced food supply of the U.S., which are consistent with draft U.S. Food and Drug Administration voluntary guidance and correspond to Healthy People 2020 objectives and the 2015-2020 Dietary Guidelines for Americans. METHODS Reduction in mean U.S. dietary sodium consumption to 2,300 mg/day was implemented in a microsimulation model designed to evaluate prospective cardiovascular disease-related policies in the U.S. POPULATION The analysis was conducted in 2018-2020, and the microsimulation model was constructed using various data sources from 1948 to 2018. Modeled outcomes over 10 years included prevalence of systolic blood pressure ≥140 mmHg; incident myocardial infarction, stroke, cardiovascular disease events, and cardiovascular disease-related mortality; averted medical costs by payer in 2017 U.S. dollars; and productivity. RESULTS Reducing sodium consumption is expected to reduce the number of people with systolic blood pressure ≥140 mmHg by about 22% and prevent approximately 895.2 thousand cardiovascular disease events (including 218.9 thousand myocardial infarctions and 284.5 thousand strokes) and 252.5 thousand cardiovascular disease-related deaths over 10 years in the U.S. Savings from averted disease costs are expected to total almost $37 billion-most of which would be attributed to Medicare ($18.4 billion) and private insurers ($13.4 billion)-and increased productivity from reduced disease burden and premature mortality would account for another $18.2 billion in gains. CONCLUSIONS Systemic sodium reductions in the U.S. food supply can be expected to produce substantial health and economic benefits over a 10-year period, particularly for Medicare and private insurers.
Collapse
Affiliation(s)
| | - Mary E Cogswell
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Matthew D Ritchey
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Yuling Hong
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia
| | | | | | - Kakoli Roy
- National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| |
Collapse
|
25
|
Cost-effectiveness analysis of aspirin for primary prevention of cardiovascular events among patients with type 2 diabetes in China. PLoS One 2019; 14:e0224580. [PMID: 31790409 PMCID: PMC6886850 DOI: 10.1371/journal.pone.0224580] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2019] [Accepted: 10/16/2019] [Indexed: 11/23/2022] Open
Abstract
The use of aspirin for primary prevention of cardiovascular disease (CVD) in patients with diabetes mellitus (DM) is associated with lower rates of cardiovascular events but increased risks of bleeding complications. We aimed to examine the cost-effectiveness of aspirin therapy for primary prevention of CVD in Chinese DM patients. A life-long Markov model was developed to compare aspirin therapy (100mg daily) versus no use of aspirin in DM patients with no history of CVD. Model validation was conducted by comparing the simulated event rates with data reported in a clinical trial. Direct medical costs and quality-adjusted life-years gained (QALYs) were the primary outcomes from the perspective of healthcare system in China. Sensitivity analyses were performed to examine the uncertainty of model inputs. Base-case analysis showed aspirin therapy was more costly (USD1,086 versus USD819) with higher QALYs gained (11.94 versus 11.86 QALYs) compared to no use of aspirin. The base-case results were sensitive to the odds ratio of all-cause death in aspirin therapy versus no use of aspirin. Probabilistic sensitivity analysis found that aspirin therapy gained an additional 0.066 QALYs (95% CI: -0.167 QALYs-0.286 QALYs) at higher cost by USD352 (95% CI: USD130-644)). Using 30,000 USD/QALY as willingness-to-pay threshold, aspirin therapy and no use of aspirin were the preferred option in 68.71% and 31.29% of 10,000 Monte Carlo simulations, respectively. In conclusion, aspirin therapy appears to be cost-effective compared with no use of aspirin in primary prevention of CVD in Chinese DM patients.
Collapse
|
26
|
Nordyke RJ, Appelbaum K, Berman MA. Estimating the Impact of Novel Digital Therapeutics in Type 2 Diabetes and Hypertension: Health Economic Analysis. J Med Internet Res 2019; 21:e15814. [PMID: 31599740 PMCID: PMC6914106 DOI: 10.2196/15814] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 09/18/2019] [Accepted: 09/20/2019] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Behavioral interventions can meaningfully improve cardiometabolic conditions. Digital therapeutics (DTxs) delivering these interventions may provide benefits comparable to pharmacologic therapies, displacing medications for some patients. OBJECTIVE Our objective was to estimate the economic impact of a digital behavioral intervention in type 2 diabetes mellitus (T2DM) and hypertension (HTN) and estimate the impact of clinical inertia on deprescribing medications. METHODS Decision analytic models estimated health resource savings and cost effectiveness from a US commercial payer perspective. A 3-year time horizon was most relevant to the intervention and payer. Effectiveness of the DTx in improving clinical outcomes was based on cohort studies and published literature. Health resource utilization (HRU), health state utilities, and costs were drawn from the literature with costs adjusted to 2018 dollars. Future costs and quality-adjusted life years (QALYs) were discounted at 3%. Sensitivity analyses assessed uncertainty. RESULTS Average HRU savings ranged from $97 to $145 per patient per month, with higher potential benefits in T2DM. Cost-effectiveness acceptability analyses using a willingness-to-pay of $50,000/QALY indicated that the intervention would be cost effective at total 3-year program costs of $6468 and $6620 for T2DM and HTN, respectively. Sensitivity analyses showed that reduced medication costs are a primary driver of potential HRU savings, and the results were robust within values tested. A resistance to deprescribe medications when a patient's clinical outcomes improve can substantially reduce the estimated economic benefits. Our models rely on estimates of clinical effectiveness drawn from limited cohort studies with DTxs and cannot account for other disease management programs that may be implemented. Performance of DTxs in real-world settings is required to further validate their economic benefits. CONCLUSIONS The DTxs studied may provide substantial cost savings, in part by reducing the use of conventional medications. Clinical inertia may limit the full cost savings of DTxs.
Collapse
Affiliation(s)
| | | | - Mark A Berman
- Better Therapeutics, LLC, San Francisco, CA, United States
| |
Collapse
|
27
|
Dabestani NM, Leidner AJ, Seiber EE, Kim H, Graitcer SB, Foppa IM, Bridges CB. A review of the cost-effectiveness of adult influenza vaccination and other preventive services. Prev Med 2019; 126:105734. [PMID: 31152830 PMCID: PMC6778688 DOI: 10.1016/j.ypmed.2019.05.022] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 05/21/2019] [Accepted: 05/27/2019] [Indexed: 12/29/2022]
Abstract
The Centers for Disease Control and Prevention recommend annual influenza vaccination of persons ≥6 months old. However, in 2016-17, only 43.3% of U.S. adults reported receiving an influenza vaccination. Limited awareness about the cost-effectiveness (CE) or the economic value of influenza vaccination may contribute to low vaccination coverage. In 2017, we conducted a literature review to survey estimates of the CE of influenza vaccination of adults compared to no vaccination. We also summarized CE estimates of other common preventive interventions that are recommended for adults by the U.S. Preventive Services Task Force. Results are presented as costs in US$2015 per quality-adjusted life-year (QALY) saved. Among adults aged 18-64, the CE of influenza vaccination ranged from $8000 to $39,000 per QALY. Assessments for adults aged ≥65 yielded lower CE ratios, ranging from being cost-saving to $15,300 per QALY. Influenza vaccination was cost-saving to $85,000 per QALY for pregnant women in moderate or severe influenza seasons and $260,000 per QALY in low-incidence seasons. For other preventive interventions, CE estimates ranged from cost-saving to $170,000 per QALY saved for breast cancer screening among women aged 50-74, from cost-saving to $16,000 per QALY for colorectal cancer screening, and from $27,000 to $600,000 per QALY for hypertension screening and treatment. Influenza vaccination in adults appears to have a similar CE profile as other commonly utilized preventive services for adults. Efforts to improve adult vaccination should be considered by adult-patient providers, healthcare systems and payers given the health and economic benefits of influenza vaccination.
Collapse
Affiliation(s)
- Nazila M Dabestani
- Battelle Memorial Institute, Public Health and Advanced Analytics, Seattle, WA, USA.
| | | | - Eric E Seiber
- Battelle Memorial Institute, Public Health and Advanced Analytics, Seattle, WA, USA
| | - Hyoshin Kim
- Battelle Memorial Institute, Public Health and Advanced Analytics, Seattle, WA, USA
| | - Samuel B Graitcer
- Centers for Disease Control and Prevention, Immunization Services Division, Atlanta, GA, USA
| | - Ivo M Foppa
- Battelle Memorial Institute, Public Health and Advanced Analytics, Seattle, WA, USA
| | - Carolyn B Bridges
- Centers for Disease Control and Prevention, Immunization Services Division, Atlanta, GA, USA; Immunization Action Coalition, St. Paul, MN, USA
| |
Collapse
|
28
|
Nazar M, Khan SA, Kumar R, Hafeez A. Effectiveness of health literacy intervention on cardiovascular diseases among university students of Pakistan. BMC Health Serv Res 2019; 19:504. [PMID: 31324165 PMCID: PMC6642554 DOI: 10.1186/s12913-019-4348-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2019] [Accepted: 07/16/2019] [Indexed: 12/18/2022] Open
Abstract
Background Global burden of cardiovascular diseases is alarming which is intricately linked with health literacy. To what extent improvement in health literacy can lower down cardiovascular diseases occurrence has not yet properly documented. This study focused on assessing the knowledge and existing lifestyle behavior about cardiac diseases among university students. We further aimed to improve this awareness after imparting an educational intervention among undergraduate non-medical students to sensitize them about risk factors. Method A pre and post approaches with cross sectional study design was conducted in University of Gujrat during April–September 2017. Using structured questionnaire comprising of response items about hypertension, heart attack, stroke and preventive practices, data was randomly collected from students (n = 100). Survey respondents were also given a lecture regarding cardiovascular diseases awareness and a post test evaluation was also conducted on same group of students. Results With response rate of 86.95%, mean age of participating students was 21.2 (SD ± 1.34) years. Female students comprised of 53% out of which 57% were from rural background. Assessment of cardiovascular disease knowledge revealed maximum mean pre test score 30.53 (SD ± 7.61) and for post test 40.65 (SD ± 4.34) (p < 0.00). Mean score for using preventive practices was 13.02 (SD ± 2.97) for pre test whereas for post test it was 14.09 (SD ± 2.90) (p < 0.00). Intervention impact was significant on hypertension related complications (p < 0.000), symptoms of heart attack (p < 0.000), symptoms of stroke (p < 0.000) and preventive practices (p < 0.00). Conclusion Findings presented here show a fair degree of awareness among university students about study title prior to any educational intervention. However, by attending educational session, a significant increase in the positive lifestyle behavior and knowledge was noticed. We conclude that health promotion activities in educational institutes to sensitize students can bring rational changes in Pakistani society to promote healthy behavior and minimize cardiovascular disease risks.
Collapse
Affiliation(s)
- Maria Nazar
- Health Services Academy, Islamabad, Pakistan
| | | | | | | |
Collapse
|
29
|
Secular Trends in Lipid Profiles in Korean Adults Based on the 2005-2015 KNHANES. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16142555. [PMID: 31319575 PMCID: PMC6678152 DOI: 10.3390/ijerph16142555] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2019] [Revised: 07/11/2019] [Accepted: 07/16/2019] [Indexed: 02/06/2023]
Abstract
Dyslipidemia is a primary, critical risk factor for cardiovascular disease. Therefore, evaluating the trends in lipid profiles is crucial for the development of health policies and programs. We studied trends in lipid profiles in Korean adults over an 11-year period according to the use of lipid-lowering medications through age-specific analysis. A total of 73,890 participants were included in the Korean National Health and Nutrition Examination Survey III (2005)-VI (2013–2015). The proportion of participants on lipid-lowering medications has increased. This trend was apparent in age groups of over 40 years in both men and women. Lipid-lowering medications successfully reduced mean total cholesterol (TC), but there was no favorable trend in TC in participants not taking lipid-lowering medication in both men and women. Unlike men, triglyceride and non-high-density lipoprotein cholesterol (HDL) decreased in women without lipid-lowering medications. In age-specific hypercholesterolemia, the prevalence of hypercholesterolemia significantly increased in the age groups of 30–59 and 30–49 years in men and women without lipid-lowering medications, respectively. Meanwhile, mean HDL-C levels increased over the 11-year period regardless of lipid-lowering drug use in both men and women. These analyses identified an upward trend in TC and HDL-C over the 11-year period.
Collapse
|
30
|
Delivering clinical preventive services in the Islamic Republic of Iran: A model for screening and behavior consultation practices. Med J Islam Repub Iran 2019; 32:125. [PMID: 30815420 PMCID: PMC6387821 DOI: 10.14196/mjiri.32.125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Indexed: 11/18/2022] Open
Abstract
Background: Screening and behavior consultation are considered to be limited, dispersed and expensive services across the country. To deliver efficient and equitable services current disordered practices need to be consolidated.
Methods: An analysis of current situation, learned lessons and future scopes of country’s preventive care delivery, along with a review of international experience and generous participation of various stakeholders, led to proposing a model for screening and behavior consultation practices in IR. Iran.
Results: Upon the results of the previous steps, the desired model was based on the network system and family physician. Comprehensive health centers and other centers affiliated to the network are the most appropriate service positions. However, private and academic preventive centers are playing their rules.
Conclusion: The proposed model matches the overall pattern of service delivery in the health system (network system with the private sector and the educational sector).
Collapse
|
31
|
Leidner AJ, Murthy N, Chesson HW, Biggerstaff M, Stoecker C, Harris AM, Acosta A, Dooling K, Bridges CB. Cost-effectiveness of adult vaccinations: A systematic review. Vaccine 2018; 37:226-234. [PMID: 30527660 DOI: 10.1016/j.vaccine.2018.11.056] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 10/29/2018] [Accepted: 11/16/2018] [Indexed: 02/08/2023]
Abstract
BACKGROUND Coverage levels for many recommended adult vaccinations are low. The cost-effectiveness research literature on adult vaccinations has not been synthesized in recent years, which may contribute to low awareness of the value of adult vaccinations and to their under-utilization. We assessed research literature since 1980 to summarize economic evidence for adult vaccinations included on the adult immunization schedule. METHODS We searched PubMed, EMBASE, EconLit, and Cochrane Library from 1980 to 2016 and identified economic evaluation or cost-effectiveness analysis for vaccinations targeting persons aged ≥18 years in the U.S. or Canada. After excluding records based on title and abstract reviews, the remaining publications had a full-text review from two independent reviewers, who extracted economic values that compared vaccination to "no vaccination" scenarios. RESULTS The systematic searches yielded 1688 publications. After removing duplicates, off-topic publications, and publications without a "no vaccination" comparison, 78 publications were included in the final analysis (influenza = 25, pneumococcal = 18, human papillomavirus = 9, herpes zoster = 7, tetanus-diphtheria-pertussis = 9, hepatitis B = 9, and multiple vaccines = 1). Among outcomes assessing age-based vaccinations, the percent indicating cost-savings was 56% for influenza, 31% for pneumococcal, and 23% for tetanus-diphtheria-pertussis vaccinations. Among age-based vaccination outcomes reporting $/QALY, the percent of outcomes indicating a cost per QALY of ≤$100,000 was 100% for influenza, 100% for pneumococcal, 69% for human papillomavirus, 71% for herpes zoster, and 50% for tetanus-diphtheria-pertussis vaccinations. CONCLUSIONS The majority of published studies report favorable cost-effectiveness profiles for adult vaccinations, which supports efforts to improve the implementation of adult vaccination recommendations.
Collapse
Affiliation(s)
| | - Neil Murthy
- National Center for Immunization and Respiratory Diseases, CDC, USA; Epidemic Intelligence Service, CDC, USA
| | - Harrell W Chesson
- National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, CDC, USA
| | | | - Charles Stoecker
- School of Public Health and Tropical Medicine, Tulane University, USA
| | - Aaron M Harris
- National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, CDC, USA
| | - Anna Acosta
- National Center for Immunization and Respiratory Diseases, CDC, USA
| | - Kathleen Dooling
- National Center for Immunization and Respiratory Diseases, CDC, USA
| | | |
Collapse
|
32
|
Tarp J, Jespersen E, Møller NC, Klakk H, Wessner B, Wedderkopp N, Bugge A. Long-term follow-up on biological risk factors, adiposity, and cardiorespiratory fitness development in a physical education intervention: a natural experiment (CHAMPS-study DK). BMC Public Health 2018; 18:605. [PMID: 29739385 PMCID: PMC5941623 DOI: 10.1186/s12889-018-5524-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2017] [Accepted: 04/27/2018] [Indexed: 12/18/2022] Open
Abstract
Background Schools are a key setting for large-scale primordial non-communicable disease prevention in young people, but little data on sustainability of impacts on cardiometabolic risk markers is available. Methods Six and a half year follow-up of a natural experiment. In 2008, six public schools in the municipality of Svendborg (Denmark) augmented their curricular physical education (intervention) and four matched schools served as controls. At long term follow up in 2015 n = 312 participants aged 5–11 years had complete data (33% of children providing necessary baseline data). The intervention, that consisted of a trebling of weekly physical education lessons and courses provided to physical education teachers, was provided at intervention schools up until 6th grade. Participants attended 6th to 10th grade at follow-up. Differences in the homeostasis model assessment of insulin resistance, blood pressure, triglycerides, cholesterol ratios, cardiorespiratory fitness, waist-circumference, and a composite score of these, between participants attending intervention and control schools were analysed by mixed linear regression models. Differences in physical activity at follow-up was analysed cross-sectionally (no baseline available) in n = 495. Results Compared to controls, children at intervention schools had a non-significant − 0.07 (− 0.32 to 0.18) standard deviations lower composite risk score 6.5 years after project initiation. Likewise, no statistically significant differences between intervention and control schools were found for any of the other outcomes (p-values ≥ 0.41). However, six of seven outcomes were in a direction favouring intervention schools. No statistically significant differences between intervention and control schools were observed for physical activity outcomes (p-values ≥ 0.13). Conclusions An augmented physical activity program including 270 min of weekly physical education provided for three to seven years did not materialize in statistically significant differences in established risk markers in children from intervention compared to control schools. As the intervention was discontinued after 6th grade, the post-intervention effect of augmented physical education throughout adolescence is unknown. School-based physical activity programs may benefit from incorporating instruments for behaviour translation to leisure time in their intervention models to increase the probability of achieving public health relevance. Trial registration ClinicalTrials.gov Identifier: NCT03510494. Electronic supplementary material The online version of this article (10.1186/s12889-018-5524-4) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- Jakob Tarp
- Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark.
| | - Eva Jespersen
- Department of Rehabilitation, Odense University Hospital, Institute of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Niels Christian Møller
- Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| | - Heidi Klakk
- Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark.,University College Lillebælt, Odense, Denmark
| | - Barbara Wessner
- Centre for Sport Science and University Sports, Department of Sports and Exercise Physiology, University of Vienna, Vienna, Austria
| | - Niels Wedderkopp
- Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark.,Sports Medicine Clinic, The Orthopedic Department, Hospital of Lillebaelt Middelfart, Institute of Regional Health Research, University of Southern Denmark, Odense, Denmark
| | - Anna Bugge
- Research Unit for Exercise Epidemiology, Centre of Research in Childhood Health, Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Campusvej 55, 5230, Odense M, Denmark
| |
Collapse
|
33
|
Gallagher R, Perry L, Duffield C, Sibbritt D, Ying Ko CM. The health of working nurses: Hypertension prevalence, awareness, treatment and control by medication. J Nurs Manag 2018; 26:403-410. [PMID: 29575287 DOI: 10.1111/jonm.12553] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/15/2017] [Indexed: 10/17/2022]
Abstract
AIMS To investigate hypertension awareness, prevalence and treatment in nurses. BACKGROUND Nurses are the largest health workforce group, currently facing an ageing demographic and the risk of chronic disease such as hypertension. Little is known about hypertension in nurses despite the potential impact on work productivity. METHODS A cross-sectional online survey was distributed to nurses and midwives via the professional association and nursing directors. Questions were taken from published longitudinal health studies for blood pressure, hypertension and key sociodemographic and health factors. RESULTS The participants' (n = 5,041) mean age was 47.99 (SD 11.46) years. The majority knew their blood pressure, more so if they were female, of higher body mass index and aged 45-64 years, but less so if they were smokers. Hypertension prevalence increased with age, peaking at the oldest ages and the majority were treated (anti-hypertensive medication), less so if aged <55 years. Many nurses treated for hypertension had poor blood pressure control, were most often aged 45-54 years and were smokers. CONCLUSIONS Hypertension prevalence is less in nurses than in the general population, however, once diagnosed treatment is not optimized. IMPLICATIONS FOR NURSING MANAGEMENT The potential impact of hypertension on older nurses' work productivity justifies work-based support for risk reduction behaviours.
Collapse
Affiliation(s)
- Robyn Gallagher
- Sydney Nursing School and Charles Perkins Centre, University of Sydney, Australia.,Faculty of Health, University of Technology, Sydney, Australia
| | - Lin Perry
- Faculty of Health, University of Technology, Sydney, Australia.,South Eastern Sydney Local Health District, Australia
| | - Christine Duffield
- Faculty of Health, University of Technology, Sydney, Australia.,School of Nursing and Midwifery, Edith Cowan University, Australia
| | - David Sibbritt
- Faculty of Health, University of Technology, Sydney, Australia
| | | |
Collapse
|
34
|
O'Connor PJ, Sperl-Hillen JM, Margolis KL, Kottke TE. Strategies to Prioritize Clinical Options in Primary Care. Ann Fam Med 2017; 15:10-13. [PMID: 28376456 PMCID: PMC5217839 DOI: 10.1370/afm.2027] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 11/18/2016] [Accepted: 11/29/2016] [Indexed: 12/18/2022] Open
Affiliation(s)
- Patrick J O'Connor
- HealthPartners Institute, Minneapolis, Minnesota. HealthPartners Center for Chronic Care Innovation, Minneapolis, Minnesota
| | - JoAnn M Sperl-Hillen
- HealthPartners Institute, Minneapolis, Minnesota. HealthPartners Center for Chronic Care Innovation, Minneapolis, Minnesota
| | - Karen L Margolis
- HealthPartners Institute, Minneapolis, Minnesota. HealthPartners Center for Chronic Care Innovation, Minneapolis, Minnesota
| | - Thomas E Kottke
- HealthPartners Institute, Minneapolis, Minnesota. HealthPartners Center for Chronic Care Innovation, Minneapolis, Minnesota
| |
Collapse
|