{"title":"The Impact of Vaccinations on COVID-19 Case Rates at the State Level","authors":"J. Doti","doi":"10.2139/ssrn.3927364","DOIUrl":"https://doi.org/10.2139/ssrn.3927364","url":null,"abstract":"This study uses a stepwise regression model to measure the efficacy of vaccination in reducing COVID-19 case rates through 8/10/21. In order to hold other covariants constant, variables like density, poverty, and governmental stringency were also included in the regression tests. The statistical results rigorously show that higher vaccination rates led to significantly lower COVID-19 case rates at the state level. A simulation is presented that estimates the cumulative COVID-19 case rate had vaccinations not been available. With respect to the other variables tested, density was significant in positively affecting case rates in 2021 after not being significant in the last half of 2020. Poverty rates were significant during all periods tested in the study. Surprisingly, governmental stringency as measured by the Oxford Stringency Index was not found significant in reducing COVID-19 case rates in 2021. Finally, no significant evidence of herd immunity was found in 2021.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126451594","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"COVID-19 Epidemic Impact on Sri Lanka","authors":"Mohan Madawa Siri Bandara Imbulmalgama","doi":"10.2139/ssrn.3910663","DOIUrl":"https://doi.org/10.2139/ssrn.3910663","url":null,"abstract":"The COVID-19 pandemic has led to a dramatic loss of human life world wide and presents an unprecedented change to public health food system and the world of work. The economic and social disruption caused by the pandemic is devasting. Millions of enterprises face an existential threat nearly half of the world global workforce are at risk of losing their livelihoods. This COVID-19 virus also threat to Sri Lankan economy based on the variable such as GDP, employment, poverty, tourism. This article mainly discusses about it. Also, we discussed and illustrated about historical evidences on global pandemic that have occur overtime and identified the COVID-19 and its impact of Sri Lanka economy. Also, we discuss about solution to this problem.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133210700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Blissful Ignorance: the Value of Information in a Pandemic","authors":"Keyvan Eslami, H. Lee","doi":"10.2139/ssrn.3910487","DOIUrl":"https://doi.org/10.2139/ssrn.3910487","url":null,"abstract":"This paper studies how partial information regarding the true number of infected affects optimal mitigation and testing policies during the COVID-19 pandemic. We start by documenting two motivating observations which highlight the value of information: First, an overreaction in mitigation at the onset of the pandemic compared to its later stages; Second, a tendency for what we call \"blissful ignorance,\" where less testing is associated with fewer mitigation measures in place. We show that these can be justified through the lens of optimal policies under partial information. Specifically, we develop an epidemiological model where the true number of infected can be partially inferred from two signals: hospitalization and testing. An egalitarian planner can decide on the degree of mitigation and testing, which affect infection rates and signal noises about the infected. Using the calibrated model, our main results show that the planner is willing to give up 17% of output for testing to eliminate the uncertainty, provided the full enforcement of mitigation. Absent testing, an overreaction of up to 35% in mitigation can partially replace this information role of testing. Finally, when mitigation is not enforceable, the planner optimally remains blissfully ignorant by reducing the number of tests.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115559192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cable News and COVID-19 Vaccine Compliance","authors":"M. Pinna, Léo Picard, Christoph Goessmann","doi":"10.2139/ssrn.3890340","DOIUrl":"https://doi.org/10.2139/ssrn.3890340","url":null,"abstract":"COVID-19 vaccines have already reduced infections and hospitalizations across the globe, yet resistance to vaccination remains strong. This paper investigates the role of cable television news in vaccine skepticism and associated local vaccination rates in the United States. We find that, in the later stages of the vaccine roll-out (starting May 2021), higher local viewership of Fox News Channel has been associated with lower local vaccination rates. We can verify that this association is causal using exogenous geographical variation in the channel lineup. The effect is driven by younger individuals (under 65 years of age), for whom COVID-19 has a low mortality risk. Consistent with changes in beliefs about the effectiveness of the vaccine as a mechanism, we find that Fox News increased reported vaccine hesitancy in local survey responses. We can rule out that the effect is due to differences in partisanship, to local health policies, or to local COVID-19 infections or death rates. The other two major television networks, CNN and MSNBC, have no effect, indicating that messaging matters and that the observed effect on vaccinations is not due the consumption of cable news in general. We also show that there is no historical effect of Fox News on flu vaccination rates, suggesting that the effect is COVID-19-specific and not driven by general skepticism toward vaccines.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129577120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Economic Diversity and the Propagation of COVID-19: How Vulnerable is Your City?","authors":"Jericho McLeod, E. Lopez","doi":"10.2139/ssrn.3885307","DOIUrl":"https://doi.org/10.2139/ssrn.3885307","url":null,"abstract":"The heterogeneity of social and economic systems in known to play an important role in the propagation of contagious pathogens such as the SARS-CoV-2 virus. This heterogeneity, usually attached directly to individuals can also be found systemically in age groups, income brackets, and other important population characteristics. In this article, we identify a set of heterogeneous factors, associated not with individuals but with geographic units that include metropolitan and larger conurbations, that correlate with worse outcomes with respect to the COVID-19 pandemic. A key predictive factor is a lack economic diversity reflected in narrower occupational and industrial compositions. Although the exact mechanism by which these factors induce worse outcomes regarding the control of COVID-19 is not clear, one candidate explanation emerges in the stubbornness of work mobility, where units with lower economic diversity have populations that continue to go to work more than higher diversity units. The effect we identify is, in practice, as strong as many typically accepted drivers of disease propagation such as population.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129011939","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Social Distancing and COVID-19: Some Evidence at the Municipality Level in Brazil","authors":"Marcelo Resende, M. Maciel","doi":"10.2139/ssrn.3881417","DOIUrl":"https://doi.org/10.2139/ssrn.3881417","url":null,"abstract":"The paper aims at investigating the effects of social distancing on the number of cases and deaths caused by the COVID-19. A detailed dataset includes more precise measures of the social distancing intensity in 78 municipalities from the state of São Paulo-Brazil that allowed the assessment of the impact on infections and deaths. Controlling for the labor market dynamics, medical infrastructure, and government transfers, we were able to improve our estimates. The evidence indicates that an increase by 1 % on the current social distancing level reduces the number of infections by 4.14 % 7 days later, and by 2.8 % the number of deaths 14 days later.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126847554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
W. Więcek, A. Ahuja, M. Kremer, Alexandre Simoes Gomes, Christopher M. Snyder, A. Tabarrok, B. Tan
{"title":"Could Vaccine Dose Stretching Reduce COVID-19 Deaths?","authors":"W. Więcek, A. Ahuja, M. Kremer, Alexandre Simoes Gomes, Christopher M. Snyder, A. Tabarrok, B. Tan","doi":"10.2139/ssrn.3864485","DOIUrl":"https://doi.org/10.2139/ssrn.3864485","url":null,"abstract":"We argue that alternative COVID-19 vaccine dosing regimens could potentially dramatically accelerate global COVID-19 vaccination and reduce mortality, and that the costs of testing these regimens are dwarfed by their potential benefits. We first use the high correlation between neutralizing antibody response and efficacy against disease (Khoury et. al. 2021) to show that half or even quarter doses of some vaccines generate immune responses associated with high vaccine efficacy. We then use an SEIR model to estimate that under these efficacy levels, doubling or quadrupling the rate of vaccination by using fractional doses would dramatically reduce infections and mortality. Since the correlation between immune response and efficacy may not be fully predictive of efficacy with fractional doses, we then use the SEIR model to show that fractional dosing would substantially reduce infections and mortality over a wide range of plausible efficacy levels. Further immunogenicity studies for a range of vaccine and dose combinations could deliver outcomes in weeks and could be conducted with a few hundred healthy volunteers. National regulatory authorities could also decide to test efficacy of fractional dosing in the context of vaccination campaigns based on existing immune response data, as some did for delayed second doses. If efficacy turned out to be high, the approach could be implemented broadly, while if it turned out to be low, downside risk could be limited by administering full doses to those who had received fractional doses. The SEIR model also suggests that delaying second vaccine doses will likely have substantial mortality benefits for multiple, but not all, vaccine-variant combinations, underscoring the importance of ongoing surveillance. Finally, we find that for countries choosing between approved but lower efficacy vaccines available immediately and waiting for mRNA vaccines, using immediately available vaccines typically reduces mortality.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132740169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Anomalous Elderly Deaths during Ontario's 2020 Covid Pandemic","authors":"E. Jowett","doi":"10.2139/ssrn.3863725","DOIUrl":"https://doi.org/10.2139/ssrn.3863725","url":null,"abstract":"Total deaths in the two elderly age groups in Ontario Canada were analyzed using two approaches to compare pre-Covid deaths with Covid 2020 deaths. The linear trendline of 2014-2019 pre-Covid deaths was used to de-trend the data relative to 2014, including for 2020. 1. Annual averages and standard deviations of the de-trended data showed that the 85+ age deaths in 2020 were within the 99.9% expected range of the preceding years, but the 65-84 group was well outside the 99.9% range. It can be argued that 2020 deaths in the 85+ group are not unusual when a high degree of certainty like 99.9% is selected. However, the 65-84 deaths are excessively high under any reasonable circumstances. Excess deaths were estimated at about +5% for both male and female in the 85+ group, whereas in the younger 65-84 group, males had +8% excess while females had +6% excess. 2. Successive weekly averages and standard deviations were calculated for each year in 2014-2019 and compared to the 2020 weeks. Deaths in the 85+ group were below normal in the first quarter of 2020, rising to a high ‘winter-type’ peak due to the Covid outbreak, followed by a below-normal summer and above-normal fourth quarter. The 65-84 deaths also started out low, but the second quarter Covid peak lingered, and both third and fourth quarters were above normal, leading to the overall high death rate of this group relative to the 85+ group. Influenza had caused a similar anomaly in April 2014, though with an infection rate an order of magnitude lower, deaths were far less extreme than in April 2020.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125384373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Effect of Domestic Air Travel on the Spread of COVID-19 in the U.S.","authors":"Jeffrey T. Prince, Daniel H. Simon","doi":"10.2139/ssrn.3786991","DOIUrl":"https://doi.org/10.2139/ssrn.3786991","url":null,"abstract":"We examine the relationship between passengers arriving from COVID-19 hotspots during the early period of the pandemic and the number of COVID-19 cases or deaths in a county during the first wave of the pandemic in the U.S. We find no evidence that passenger arrivals from COVID-19 hotspots increased the early spread of COVID-19 in the U.S.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"2017 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121230128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"COVID-X","authors":"Mario Arturo Ruiz Estrada","doi":"10.2139/ssrn.3756721","DOIUrl":"https://doi.org/10.2139/ssrn.3756721","url":null,"abstract":"This research proposes a new nomenclature and classification for COVID-19; because the COVID-19 strain constantly changes qualitatively and qualitatively, it is encouraging for a new category immediately. For this reason, we want to assess different aspects of the evolution and transformation of the COVID-19 strain. This research's central objective is to reclassify COVID-19 according to a list of parameters presented in this research paper. After the outbreak down in England recently with a new mutation originated from the COVID-19 strain, we renamed it the COVID-20 strain (SARS-CoV-2 Variant VOC 202012/01) for research purposes. According to this research, we suggest incorporating a new index to evaluate the magnitude of expansion and dangerousness. The new index is called the COVID-X index. The COVID-X index is to assess different COVID strains year by year.","PeriodicalId":198802,"journal":{"name":"MedRN: Public Health (COVID-19) (Sub-Topic)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114484499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}