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Adhikari S, Titus AR, Baum A, Lopez P, Kanchi R, Orstad SL, Elbel B, Lee DC, Thorpe LE, Schwartz MD. Disparities in routine healthcare utilization disruptions during COVID-19 pandemic among veterans with type 2 diabetes. BMC Health Serv Res 2023; 23:41. [PMID: 36647113 PMCID: PMC9842402 DOI: 10.1186/s12913-023-09057-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 01/10/2023] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND While emerging studies suggest that the COVID-19 pandemic caused disruptions in routine healthcare utilization, the full impact of the pandemic on healthcare utilization among diverse group of patients with type 2 diabetes is unclear. The purpose of this study is to examine trends in healthcare utilization, including in-person and telehealth visits, among U.S. veterans with type 2 diabetes before, during and after the onset of the COVID-19 pandemic, by demographics, pre-pandemic glycemic control, and geographic region. METHODS We longitudinally examined healthcare utilization in a large national cohort of veterans with new diabetes diagnoses between January 1, 2008 and December 31, 2018. The analytic sample was 733,006 veterans with recently-diagnosed diabetes, at least 1 encounter with veterans administration between March 2018-2020, and followed through March 2021. Monthly rates of glycohemoglobin (HbA1c) measurements, in-person and telehealth outpatient visits, and prescription fills for diabetes and hypertension medications were compared before and after March 2020 using interrupted time-series design. Log-linear regression model was used for statistical analysis. Secular trends were modeled with penalized cubic splines. RESULTS In the initial 3 months after the pandemic onset, we observed large reductions in monthly rates of HbA1c measurements, from 130 (95%CI,110-140) to 50 (95%CI,30-80) per 1000 veterans, and in-person outpatient visits, from 1830 (95%CI,1640-2040) to 810 (95%CI,710-930) per 1000 veterans. However, monthly rates of telehealth visits doubled between March 2020-2021 from 330 (95%CI,310-350) to 770 (95%CI,720-820) per 1000 veterans. This pattern of increases in telehealth utilization varied by community type, with lowest increase in rural areas, and by race/ethnicity, with highest increase among non-hispanic Black veterans. Combined in-person and telehealth outpatient visits rebounded to pre-pandemic levels after 3 months. Despite notable changes in HbA1c measurements and visits during that initial window, we observed no changes in prescription fills rates. CONCLUSIONS Healthcare utilization among veterans with diabetes was substantially disrupted at the onset of the pandemic, but rebounded after 3 months. There was disparity in uptake of telehealth visits by geography and race/ethnicity.
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Affiliation(s)
- Samrachana Adhikari
- Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY, 10016, USA.
| | - Andrea R. Titus
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA
| | - Aaron Baum
- grid.59734.3c0000 0001 0670 2351Department of Global Health, Icahn School of Medicine at Mount Sinai, New York, NY USA
| | - Priscilla Lopez
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA
| | - Rania Kanchi
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA
| | - Stephanie L. Orstad
- grid.137628.90000 0004 1936 8753Department of Medicine, New York University Grossman School of Medicine, New York, NY USA
| | - Brian Elbel
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA ,grid.137628.90000 0004 1936 8753Wagner Graduate School of Public Service, New York University, New York, NY USA
| | - David C. Lee
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA ,grid.137628.90000 0004 1936 8753Ronald O. Perelman Department of Emergency Medicine, NYU Grossman School of Medicine, New York, NY USA
| | - Lorna E. Thorpe
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA
| | - Mark D. Schwartz
- grid.137628.90000 0004 1936 8753Department of Population Health, New York University Grossman School of Medicine, 180 Madison Avenue, 4th Floor, #4-54, New York, NY 10016 USA ,grid.413926.b0000 0004 0420 1627VA New York Harbor Healthcare System, New York, NY USA
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Kohlmeier M. Avoidance of vitamin D deficiency to slow the COVID-19 pandemic. BMJ Nutr Prev Health 2020; 3:67-73. [PMID: 33230496 PMCID: PMC7295862 DOI: 10.1136/bmjnph-2020-000096] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 05/05/2020] [Accepted: 05/07/2020] [Indexed: 12/17/2022] Open
Abstract
Vitamin D deficiency, which impedes good immune function, is common during winter and spring in regions of high latitude. There is good evidence that vitamin D deficiency contributes to the seasonal increase of virus infections of the respiratory tract, from the common cold to influenza, and now possibly also COVID-19. This communication explores key factors that make it more likely, particularly in combination, that individuals are vitamin D deficient. These factors include old age, obesity, dark skin tone and common genetic variants that impede vitamin D status. Precision nutrition is an approach that aims to consider known personal risk factors and health circumstances to provide more effective nutrition guidance in health and disease. In regard to avoiding vitamin D deficiency, people with excess body fat, a dark skin tone or older age usually need to use a moderately dosed daily vitamin D supplement, particularly those living in a high-latitude region, getting little ultraviolet B exposure due to air pollution or staying mostly indoors. Carriers of the GC (group-specific component) rs4588 AA genotype also are more likely to become deficient. Very high-dosed supplements with more than 4000 IU vitamin D are rarely needed or justified. A state-by-state Mendelian randomisation analysis of excess COVID-19 mortality of African-Americans in the USA shows a greater disparity in northern states than in southern states. It is conceivable that vitamin D adequacy denies the virus easy footholds and thereby slows spreading of the contagion. This finding should drive home the message that vitamin D supplementation is particularly important for individuals with dark skin tones. Vitamin D deficiency, even for a few months during the winter and spring season, must be rigorously remedied because of its many adverse health impacts that include decreased life expectancy and increased mortality. Slowing the spread of COVID-19 would be an added bonus.
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Affiliation(s)
- Martin Kohlmeier
- UNC Nutrition Research Institute, University of North Carolina at Chapel Hill, Kannapolis, North Carolina, USA
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