Epidemiological Analysis of Vaccination Strategies and Demographic Patterns In COVID-19 Cases in The Midwest Region of The United States
DOI:
https://doi.org/10.55489/njcm.150120243461Keywords:
COVID-19 Pandemic, infection rates, Demographic Patterns, Time Trend Analysis, Epidemiological InsightsAbstract
Introduction: The study discusses the uneven impact of the COVID-19 pandemic across various demographic groups in the US, focusing on Boone County, Missouri. The aim is to identify any correlation between factors such as gender, age, ethnicity, and religious beliefs with COVID-19 infection rates over a span of 22 months (from March 15, 2020, to December 2, 2021).
Methods: The research methodology involves time trend analysis graphs for each demographic group, benchmarked against significant events like vaccine launches, the introduction of the delta variant, vaccine boosters, and the arrival of the omicron variant.
Results: Preliminary findings suggest that males and certain racial groups, including Black or African Americans and the “All-Other” category, exhibit higher COVID-19 positivity rates throughout these defined periods. The study also delves into unique patterns among demographic groups during various phases of the pandemic.
Conclusion: Our results supported the hypothesis that males and minority races such as Black or African Americans and All-Other are more likely to have a higher COVID-19 positivity rate across our defined epochs.
References
Liang D, Shi L, Zhao J, Liu P, Sarnat JA, Gao S, et al. Urban air pollution may enhance COVID-19 case-fatality and mortality rates in the United States. The Innovation. 2020;1(3):100047. Doi: https://doi.org/10.1016/j.xinn.2020.100047 PMid:32984861 PMCid:PMC7505160
Khan S, Dahu BM, Scott GJ, et al. A Spatio-temporal Study of Changes in Air Quality from Pre-COVID Era to Post-COVID Era in Chica-go, USA. Aerosol and Air Quality Research. 2022;22(8):220053. Doi: https://doi.org/10.4209/aaqr.220053
Tirupathi R, Muradova V, Shekhar R, Salim SA, Al-Tawfiq JA, Palabindala V. COVID-19 disparity among racial and ethnic minorities in the US: a cross sectional analysis. Travel medicine and infectious disease. 2020; 38:101904. Doi: https://doi.org/10.1016/j.tmaid.2020.101904 PMid:33137491 PMCid:PMC7603979
Kobia F, Gitaka J. COVID-19: Are Africa's diagnostic challenges blunting response effectiveness? AAS open research. 2020;3. Doi: https://doi.org/10.12688/aasopenres.13061.1 PMid:32399515 PMCid:PMC7205356
Wu X, Nethery RC, Sabath M, Braun D, Dominici F. Air pollution and COVID-19 mortality in the United States: Strengths and limitations of an ecological regression analysis. Science advances. 2020;6(45): eabd4049. Doi: https://doi.org/10.1126/sciadv.abd4049 PMid:33148655 PMCid:PMC7673673
Khubchandani J, Sharma S, Price JH, Wiblishauser MJ, Sharma M, Webb FJ. COVID-19 vaccination hesitancy in the United States: a rapid national assessment. Journal of Community Health. 2021;46(2):270-7. Doi: https://doi.org/10.1007/s10900-020-00958-x PMid:33389421 PMCid:PMC7778842
Abuelgasim E, Saw LJ, Shirke M, Zeinah M, Harky A. COVID-19: Unique public health issues facing Black, Asian and minority ethnic communities. Current Problems in Cardiology. 2020;45(8):100621. Doi: https://doi.org/10.1016/j.cpcardiol.2020.100621 PMid:32448759 PMCid:PMC7207142
Bilal U, Tabb LP, Barber S, Diez Roux AV. Spatial inequities in COVID-19 testing, positivity, confirmed cases, and mortality in 3 US cities: an ecological study. Annals of internal medicine. 2021;174(7):936-44. Doi: https://doi.org/10.7326/M20-3936 PMid:33780289 PMCid:PMC8029592
Chen J, Zhang P. Clustering US States by Time Series of COVID-19 New Case Counts in the Early Months with Non-Negative Matrix Factorization. Journal of Data Science. 2022;20(1):79-94. Doi: https://doi.org/10.6339/22-JDS1036
Bagchi B, Chatterjee S, Ghosh R, Dandapat D. Impact of COVID-19 on global economy. In: Coronavirus Outbreak and the Great Lockdown. Springer; 2020. p. 15-26. Doi: https://doi.org/10.1007/978-981-15-7782-6_3
Zohner YE, Morris JS. COVID-TRACK: world and USA SARS-COV-2 testing and COVID-19 tracking. BioData Mining. 2021;14(1):1-15. Doi: https://doi.org/10.1186/s13040-021-00233-2 PMid:33472672 PMCid:PMC7816158
Hu T, Yue H, Wang C, She B, Ye X, Liu R, et al. Racial segregation, testing site access, and COVID-19 incidence rate in Massachusetts, USA. International journal of environmental research and public health. 2020;17(24):9528. Doi: https://doi.org/10.3390/ijerph17249528 PMid:33352650 PMCid:PMC7766428
Dahu BM, Khan S, Li WS, Shu X, Woldu H, Popescu M, et al. Demographic and Time Trend Analysis of COVID- 19 Test Results of Boone County, Missouri. AMIA Summits on Translational Science Proceedings. 2023; 2023:91.
Atalan A. Is the lockdown important to prevent the COVID-19 pandemic? Effects on psychology, environment, and economy-perspective. Annals of medicine and surgery. 2020; 56:38-42. Doi: https://doi.org/10.1016/j.amsu.2020.07.001
Dahu BM, Aburayya A, Shameem B, Shwedeh F, Alawadhi M, Aljasmi S, et al. The Impact of COVID-19 Lockdowns on Air Quality: A Systematic Review Study. Southeastern European Journal of Public Health. 2023. Doi: https://doi.org/10.56801/seejph.vi.312
Boserup B, McKenney M, Elkbuli A. Disproportionate impact of COVID-19 pandemic on racial and ethnic minorities. The American Surgeon. 2020;86(12):1615-22. Doi: https://doi.org/10.1177/0003134820973356 PMid:33231496 PMCid:PMC7691116
Dahu BM, Alaboud K, Nowbuth AA, Puckett HM, Scott GJ, Sheets LR. The Role of Remote Sensing and Geospatial Analysis for Under-standing COVID-19 Population Severity: A Systematic Review. International Journal of Environmental Research and Public Health. 2023;20(5):4298. Doi: https://doi.org/10.3390/ijerph20054298 PMid:36901308 PMCid:PMC10002247
Egede LE, Walker RJ. Structural racism, social risk factors, and Covid-19-a dangerous convergence for Black Americans. New England Journal of Medicine. 2020;383(12): e77. Doi: https://doi.org/10.1056/NEJMp2023616 PMid:32706952 PMCid:PMC7747672
Tai DBG, Shah A, Doubeni CA, Sia IG, Wieland ML. The disproportionate impact of COVID-19 on racial and ethnic minorities in the United States. Clinical Infectious Diseases. 2021;72(4):703-6. Doi: https://doi.org/10.1093/cid/ciaa815 PMid:32562416 PMCid:PMC7337626
Cao Y, Dahu BM, Scott GJ. A geographic computational visual feature database for natural and anthropogenic phenomena analysis from multi-resolution remote sensing imagery. In: Proceedings of the 9th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data; 2020. p. 1-10. Doi: https://doi.org/10.1145/3423336.3429349
Lewis NM, Friedrichs M, Wagstaff S, Sage K, LaCross N, Bui D, et al. Disparities in COVID-19 incidence, hospitalizations, and testing, by area-level deprivation-Utah, March 3-July 9, 2020. Morbidity and Mortality Weekly Report. 2020;69(38):1369. Doi: https://doi.org/10.15585/mmwr.mm6938a4 PMid:32970656 PMCid:PMC7727491
Bambra C, Riordan R, Ford J, Matthews F. The COVID-19 pandemic and health inequalities. J Epidemiol Community Health. 2020;74(11):964-8. Doi: https://doi.org/10.1136/jech-2020-214401 PMid:32535550 PMCid:PMC7298201
Strully KW, Harrison TM, Pardo TA, Carleo-Evangelist J. Strategies to address COVID-19 vaccine hesitancy and mitigate health dispari-ties in minority populations. Frontiers in Public Health. 2021; 9:645268. Doi: https://doi.org/10.3389/fpubh.2021.645268 PMid:33968884 PMCid:PMC8102721
Louis-Jean J, Cenat K, Njoku CV, Angelo J, Sanon D. Coronavirus (COVID-19) and racial disparities: a perspec- tive analysis. Journal of racial and ethnic health disparities. 2020;7(6):1039-45. Doi: https://doi.org/10.1007/s40615-020-00879-4 PMid:33025419 PMCid:PMC7537778
Cromer SJ, Lakhani CM, Wexler DJ, Burnett-Bowie SAM, Udler M, Patel CJ. Geospatial analysis of individual and community-level so-cioeconomic factors impacting SARS-CoV-2 prevalence and outcomes. Medrxiv. 2020. Doi: https://doi.org/10.1101/2020.09.30.20201830
CDC Coronavirus; Accessed 2022-02-22. https://www.cdc.gov/.
Facts By City. Accessed 2022-01-17. https://www.factsbycity.com/popular-religions/Boone-county- MO/statistics.html.
Como Coronavirus. Accessed 2022-01-17. https://www.como.gov/coronavirus/.
Barone E. How the Delta variant overtook Missouri. Time; 2021. Available from: https://time.com/6085454/ delta-variant/.
CDC Covid Data tracker. Centers for Disease Control and Prevention. Available from: https://covid.cdc.gov/ covid-data-tracker/#vaccination-demographics-trends.
Taryam M, Alawadhi D, Al Marzouqi A, Aburayya A, Albaqa'een A, Alfarsi A, Makki I, Rahmani N, Aljasmi M, Mubarak S, Salloum SA. The impact of the covid-19 pandemic on the mental health status of healthcare providers in the primary health care sector in Dubai. Linguistica Antverpiensia. 2021 Jun 24;21(2):2995-3015.
Alaboud K, Toubal IE, Dahu BM, Daken AA, Salman AA, Alaji N, Hamadeh W, Aburayya A. The Quality Application of Deep Learning in Clinical Outcome Predictions Using Electronic Health Record Data: A Systematic Review. South Eastern European Journal of Public Health. 2023 Oct 30:09-23.
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Copyright (c) 2023 Butros M Dahu, Solaiman Khan, Ammar Ali Salman, Youssef Michal Andraws, Akram Abo Daken, Ahmad Aburayya
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