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Almeida A. The trade-off between health system resiliency and efficiency: evidence from COVID-19 in European regions. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2024; 25:31-47. [PMID: 36729309 PMCID: PMC9893956 DOI: 10.1007/s10198-023-01567-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 01/17/2023] [Indexed: 06/18/2023]
Abstract
The objective of this paper was to investigate the existence of a trade-off between health system resilience and the economic efficiency of the health system, using data for 173 regions in the European Union and the European Free Trade Association countries. Data Envelopment Analysis was used to measure the efficiency of regional health systems before the COVID-19 pandemic. Then, a spatial econometrics model was used to estimate whether this measure of efficiency, adjusted for several covariates, has a significant impact on regional health system resilience during the COVID-19 pandemic, measured by the number of COVID-19 deaths per hundred thousand inhabitants. The results show that COVID-19 death rates were significantly higher in regions with higher population density, higher share of employment in industry, and higher share of women in the population. Results also show that regions with higher values of the health system efficiency index in 2017 had significantly higher rates of COVID-19 deaths in 2020 and 2021, suggesting the existence of a trade-off between health system efficiency and health system resilience during the COVID-19 pandemic.
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Affiliation(s)
- Alvaro Almeida
- Cef.up Center for Economics and Finance at UPorto, Rua Dr. Roberto Frias, 4200-464, Porto, Portugal.
- Faculdade de Economia, Universidade do Porto, 4200-464, Porto, Portugal.
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Fernandez JR, Strassle PD, Richmond J, Mays VM, Forde AT. County-level barriers in the COVID-19 vaccine coverage index and their associations with willingness to receive the COVID-19 vaccine across racial/ethnic groups in the U.S. Front Public Health 2023; 11:1192748. [PMID: 37900019 PMCID: PMC10602638 DOI: 10.3389/fpubh.2023.1192748] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 08/22/2023] [Indexed: 10/31/2023] Open
Abstract
Background County-level vaccination barriers (sociodemographic barriers, limited healthcare system resources, healthcare accessibility barriers, irregular healthcare seeking behaviors, history of low vaccination) may partially explain COVID-19 vaccination intentions among U.S. adults. This study examined whether county-level vaccination barriers varied across racial/ethnic groups in the U.S. and were associated with willingness to receive the COVID-19 vaccine. In addition, this study assessed whether these associations differed across racial/ethnic groups. Methods This study used data from the REACH-US study, a large online survey of U.S. adults (N = 5,475) completed from January 2021-March 2021. County-level vaccination barriers were measured using the COVID-19 Vaccine Coverage Index. Ordinal logistic regression estimated associations between race/ethnicity and county-level vaccination barriers and between county-level vaccination barriers and willingness to receive the COVID-19 vaccine. Models adjusted for covariates (age, gender, income, education, political ideology, health insurance, high-risk chronic health condition). Multigroup analysis estimated whether associations between barriers and willingness to receive the COVID-19 vaccine differed across racial/ethnic groups. Results American Indian/Alaska Native, Black/African American, Hispanic/Latino ELP [English Language Preference (ELP); Spanish Language Preference (SLP)], and Multiracial adults were more likely than White adults to live in counties with higher overall county-level vaccination barriers [Adjusted Odd Ratios (AORs):1.63-3.81]. Higher county-level vaccination barriers were generally associated with less willingness to receive the COVID-19 vaccine, yet associations were attenuated after adjusting for covariates. Trends differed across barriers and racial/ethnic groups. Higher sociodemographic barriers were associated with less willingness to receive the COVID-19 vaccine (AOR:0.78, 95% CI:0.64-0.94), whereas higher irregular care-seeking behavior was associated with greater willingness to receive the vaccine (AOR:1.20, 95% CI:1.04-1.39). Greater history of low vaccination was associated with less willingness to receive the COVID-19 vaccine among Black/African American adults (AOR:0.55, 95% CI:0.37-0.84), but greater willingness to receive the vaccine among American Indian/Alaska Native and Hispanic/Latino ELP adults (AOR:1.90, 95% CI:1.10-3.28; AOR:1.85, 95% CI:1.14-3.01). Discussion Future public health emergency vaccination programs should include planning and coverage efforts that account for structural barriers to preventive healthcare and their intersection with sociodemographic factors. Addressing structural barriers to COVID-19 treatment and preventive services is essential for reducing morbidity and mortality in future infectious disease outbreaks.
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Affiliation(s)
- Jessica R. Fernandez
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, United States
| | - Paula D. Strassle
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, United States
| | - Jennifer Richmond
- Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Vickie M. Mays
- Departments of Psychology and Health Policy and Management, UCLA Fielding School of Public Health and the UCLA BRITE Center for Science, Research and Policy, University of California, Los Angeles, Los Angeles, CA, United States
| | - Allana T. Forde
- Division of Intramural Research, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, United States
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Pant DP, Acharya B, Kattel MR. Association of government effectiveness, logistics performance, IT systems and income with COVID-19 mortality. Heliyon 2023; 9:e15214. [PMID: 37035369 PMCID: PMC10072949 DOI: 10.1016/j.heliyon.2023.e15214] [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: 01/26/2022] [Revised: 03/29/2023] [Accepted: 03/29/2023] [Indexed: 04/11/2023] Open
Abstract
The COVID-19 pandemic has unprecedentedly shaken the public health system worldwide. It has been one of the greatest humanitarian crises faced by all countries, regardless of their economic prosperity. However, some countries have been able to minimize the deaths caused by the coronavirus even in the face of a large number of cases, while others have failed to control the death rate even in a comparatively small number of cases. This study explores possible causes of this disparity using cross-sectional data from 126 countries associated with demography, governance, income level, the extent of ICT maturity and the geographical divide. The results of this study suggest that while government effectiveness is negatively associated with the COVID-19 death rate, the logistics performance of governments is positively linked to the COVID-19 mortality rate. The ICT maturity proxied through online service delivery did not confirm its association with the COVID-19 mortality rate. This study informs that poverty and the location of countries do not necessarily influence COVID-19 deaths. Hence, it behoves governments to focus on improving government effectiveness and putting in place more effective and efficient mobility systems, healthcare supply chains and digital administration to address the global health crisis posed by the COVID-19 pandemic and mitigate its harsh effects, including mortality.
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Affiliation(s)
| | - Bikram Acharya
- Policy Research Institute, Narayanhiti, Kathmandu, Nepal
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Glenn NM, Yashadhana A, Jaques K, Belon A, de Leeuw E, Nykiforuk CIJ, Harris P. The Generative Mechanisms of Financial Strain and Financial Well-Being: A Critical Realist Analysis of Ideology and Difference. Int J Health Policy Manag 2022; 12:6930. [PMID: 37579468 PMCID: PMC10125179 DOI: 10.34172/ijhpm.2022.6930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 10/15/2022] [Indexed: 08/16/2023] Open
Abstract
BACKGROUND Rapid, strategic action is required to mitigate the negative and unequal impact of the coronavirus disease 2019 (COVID-19) pandemic on the financial well-being (FWB) of global populations. Personal financial strain (FS) worsened most significantly among systematically excluded groups. Targeted government- and community-led initiatives are needed to address these inequities. The purpose of this applied research was to identify what works for whom, under what conditions, and why in relation to community and government initiatives that promote personal and household FWB and/or address FS in high income economies. METHODS We employed a critical realist analysis to literature that reported on FWB/FS initiatives in high income countries. This included initiatives introduced in response to the pandemic as well as those that began prior to the pandemic. We included sources based on a rapid review. We coded academic, published literature (n=39) and practice-based (n=36) reports abductively to uncover generative mechanisms - ie, underlying, foundational factors related to community or government initiatives that either constrained and/or enabled FWB and FS. RESULTS We identified two generative mechanisms: (1) neoliberal ideology; and (2) social equity ideology. A third mechanism, social location (eg, characteristics of identity, location of residence), cut across the two ideologies and demonstrated for whom the initiatives worked (or did not) in what circumstances. Neoliberal ideology (ie, individual responsibility) dominated initiative designs, which limited the positive impact on FS. This was particularly true for people who occupied systematically excluded social locations (eg, low-income young mothers). Social equity-based initiatives were less common within the literature, yet mostly had a positive impact on FWB and produced equitable outcomes. CONCLUSION Equity-centric initiatives are required to improve FWB and reduce FS among systemically excluded and marginalized groups. These findings are of relevance now as nations strive for financial recovery in the face of the ongoing global pandemic.
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Affiliation(s)
- Nicole M. Glenn
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
- PolicyWise for Children & Families, Edmonton, AB, Canada
| | - Aryati Yashadhana
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
- School of Social Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Karla Jaques
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
| | - Ana Belon
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Evelyne de Leeuw
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
| | - Candace I. J. Nykiforuk
- Centre for Healthy Communities, School of Public Health, University of Alberta, Edmonton, AB, Canada
| | - Patrick Harris
- Centre for Health Equity Training Research & Evaluation (CHETRE), University of New South Wales, Sydney, NSW, Australia
- Centre for Primary Health Care and Equity, University of New South Wales, Sydney, NSW, Australia
- Ingham Institute for Applied Medical Research, Sydney, NSW, Australia
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Griffith LE, Ali MU, Andreacchi A, Loeb M, Kenny M, Joshi D, Mokashi V, Irshad A, Ulrich AK, Basta NE, Raina P, Anderson L, Balion C. The complexity of examining laboratory-based biological markers associated with mortality in hospitalized patients during early phase of the COVID-19 pandemic: A systematic review and evidence map. PLoS One 2022; 17:e0273578. [PMID: 36084120 PMCID: PMC9462773 DOI: 10.1371/journal.pone.0273578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 05/24/2022] [Indexed: 11/24/2022] Open
Abstract
Importance The measurement of laboratory biomarkers plays a critical role in managing patients with COVID-19. However, to date most systematic reviews examining the association between laboratory biomarkers and mortality in hospitalized patients early in the pandemic focused on small sets of biomarkers, did not account for multiple studies including patients within the same institutions during overlapping timeframes, and did not include a significant number of studies conducted in countries other than China. Objective To provide a comprehensive summary and an evidence map examining the relationship between a wide range of laboratory biomarkers and mortality among patients hospitalized with COVID-19 during the early phase of the pandemic in multiple countries. Evidence review MEDLINE, EMBASE, and Web of Science were searched from Dec 2019 to March 9, 2021. A total of 14,049 studies were identified and screened independently by two raters; data was extracted by a single rater and verified by a second. Quality was assessed using the Joanna Briggs Institute (JBI) Case Series Critical Appraisal tool. To allow comparison across biomarkers, standardized mean differences (SMD) were used to quantify the relationship between laboratory biomarkers and hospital mortality. Meta-regression was conducted to account for clustering within institutions and countries. Results Our systematic review included 94 case-series studies from 30 countries. Across all biomarkers, the largest and most precise SMDs were observed for cardiac (troponin (1.03 (95% CI 0.86 to 1.21)), and BNP/NT-proBNP (0.93 (0.52 to 1.34)), inflammatory (IL-6 (0.97 (0.67 to 1.28) and Neutrophil-to-lymphocyte ratio (0.94 (0.59 to 1.29)), and renal biomarkers (blood urea nitrogen (1.01 (0.79 to 1.23)) and estimated glomerular filtration rate (-0.96 (-1.42 to -0.50)). There was heterogeneity for most biomarkers across countries with studies conducted in China generally having larger effect sizes. Conclusions and relevance The results of this study provide an early pandemic summary of the relationship between biomarkers and mortality in hospitalized patients. We found our estimated ESs were generally attenuated compared to previous systematic reviews which predominantly included studies conducted in China. Despite using sophisticated methodology to examine studies across countries, heterogeneity in reporting of case-series studies early in the pandemic limits clinical interpretability.
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Affiliation(s)
- Lauren E. Griffith
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Labarge Centre for Mobility in Aging, McMaster University, Hamilton, Ontario, Canada
- McMaster Institute for Research on Aging, McMaster University, Hamilton, Ontario, Canada
- * E-mail:
| | - Muhammad Usman Ali
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Alessandra Andreacchi
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Mark Loeb
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Meghan Kenny
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Divya Joshi
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Labarge Centre for Mobility in Aging, McMaster University, Hamilton, Ontario, Canada
- McMaster Institute for Research on Aging, McMaster University, Hamilton, Ontario, Canada
| | - Vishal Mokashi
- School of Life Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Ahmed Irshad
- Faculty of Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Angela K. Ulrich
- Center for Infectious Disease Research and Policy, University of Minnesota, Minneapolis, MN, United States of America
- Division of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, MN, United States of America
| | - Nicole E. Basta
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Parminder Raina
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
- Labarge Centre for Mobility in Aging, McMaster University, Hamilton, Ontario, Canada
- McMaster Institute for Research on Aging, McMaster University, Hamilton, Ontario, Canada
| | - Laura Anderson
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Cynthia Balion
- Department of Pathology and Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
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McCarthy MW. Current and emerging immunomodulators for treatment of SARS-CoV2 infection (COVID-19). Expert Opin Pharmacother 2022; 23:623-628. [PMID: 35103549 PMCID: PMC8862166 DOI: 10.1080/14656566.2022.2035360] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Accepted: 01/25/2022] [Indexed: 12/15/2022]
Abstract
INTRODUCTION SARS-CoV-2, the virus that causes COVID-19, elicits a variety of host responses ranging from asymptomatic or mild illness in most people, to severe disease and critical illness in a subset of patients with systemic inflammation and hypoxemic respiratory failure. AREAS COVERED Heterogeneous clinical presentations are often driven by disparate responses of the host immune system, with severe disease associated with aberrant interferon signaling or cytokine storm syndrome. This manuscript examines current therapeutic approaches, including the use of immunomodulators such as corticosteroids, interleukin inhibitors, kinase inhibitors, fluvoxamine, and ivermectin, and also explores the ways that these therapies and others may be used to treat COVID-19 in the future. EXPERT OPINION Modulation of the immune response has become a mainstay of treatment of COVID-19, although the optimal mechanism has not yet been defined and there is considerable controversy regarding clinical management. As time progresses, the therapeutic approach to COVID-19 will undoubtedly change, particularly as we learn more about the pathophysiology of SARS-CoV-2 infection.
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Affiliation(s)
- Matthew W. McCarthy
- Weill Cornell Medicine, Division of General Internal Medicine, New York, NY, USA
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