Consumer Insights of COVID-19 Vaccines from Four Cities with Higher Percentages of African Americans to Inform Local Health Campaigns: Topic, Sentiment, and Textual Analyses (Preprint)

2021 ◽  
Author(s):  
Ye Wang ◽  
Erin Willis ◽  
Vijaya Kumari Yeruva ◽  
Yugyung Lee

BACKGROUND COVID-19 vaccination rates have waned across the country since the rollout in early 2021, especially among African American neighborhoods. Vaccine hesitancy is a recurring theme challenging the world’s public health. Yet, months after efforts to vaccinate the world’s population, we still do not have a good understanding of consumer insights about those who choose to be vaccinated and those who refuse. This also suggests that many vaccination campaigns are running on assumptions, not evidence-informed by consumer insights. OBJECTIVE The purpose of this study is to understand consumer insight of COVID-19 vaccines in Kansas City, a city with higher percentages of African Americans, to contextualize the insight and further compare data from Kansas City with insights from three other similar-sized towns (Long Beach, California; Omaha, Nebraska; Raleigh, North Carolina) that also have higher percentages of people of color. METHODS The researchers collected and analyzed 180,128 tweets from four cities. Triangulated methods were used to look at the breadth and depth of data to provide validity to the findings. In addition, health communication experts, informed by machine learning/deep learning topic and emotion models, conducted a textual analysis of the tweets. The strength of this study is the compilation of methods and the ways in which the data was analyzed and visualized. RESULTS Four major themes about COVID were discovered from the mass of tweets: “COVID Vaccines,” “Politics,” “Mitigation Measures,” and “Community/Local Issues.” The tweets per topic and emotion category were visualized to show regional differences and longitudinal changes. Critical moments of emotional changes were detected. Textual analysis based upon data partitioned by the models identified national and local themes. Insights into strategies of appealing to residents are discussed. CONCLUSIONS This project’s data reveal wavering relationships of trust among residents and the government and its entities. While long-term initiatives should be used to rebuild and strengthen relationships among residents in cities with higher percentages of people of color, additional attention should be given to the health messaging directed at this audience. Practical implications are offered to inform local vaccination campaigns.

Author(s):  
Dalmacito A Cordero

Abstract As the world welcomes the availability and distribution of COVID-19 vaccines, coupled with it is the ‘hesitant’ predicament of some Filipinos to get vaccinated because of the confusing information regarding its efficacy. With this, the government needs to build up public trust to assure a successful vaccination program. A recent study suggested that a more ‘localized’ public education and role-modeling from public officials and health authorities can help in building public trust. However, this needs a lot of clarification if applied in the current situation where education is fully executed online. The problem now lies in the country’s poor internet connectivity which greatly affects the online setup. This study then proposes that a house-to-house massive information campaign by local health care personnel which is led by a medical doctor to ensure a credible explanation of the entire procedure. In the same way, the idea of public officials as role-models seemed to be ineffective since there were already casualties linked to the vaccine. A consistent transparent approach is suggested in lieu of this which can prepare the country for a more defensive strategy to fight the pandemic.


2021 ◽  
Author(s):  
Caroline H Pippert ◽  
Jennifer Lin ◽  
David Lazer ◽  
Roy H. Perlis ◽  
Matthew D Simonson ◽  
...  

In an online forum designed to quell parents’ anxieties about the COVID-19 vaccine for their kids, one parent wrote: “I’m not an anti-vaxxer or an anti-masker. I’m just worried.” (New York Times, 2021). On May 12, 2021, the New York Times published an article titled “They’re Not Anti-Vaccine, but These Parents Are Hesitant About the COVID Shot” which takes the reader through a series of online conversations between doctors and parents anxious about vaccinating their kids against COVID-19. Parents reported being nervous about the newness of the vaccine and how fast it was developed, as well as the potential for side effects and allergic reactions. Additionally, parents of adolescents raised concerns about the vaccine affecting puberty and future fertility. Since the publication of the Times article, the FDA has granted emergency authorization for the COVID-19 vaccine for children aged 12-15 and so far, 39.5% have received one dose and 29% are fully vaccinated as of August 2, 2021.As vaccination rates are slowing with the Delta variant contributing to rising cases and hospitalizations nationwide, it is important to understand the concerns of those parents who remain hesitant to vaccinate their children against COVID-19. In our 49th and 56th reports, we found that young mothers, Republican parents, parents making less than $25,000 per year, and parents without a college degree were among the most resistant to vaccinating their children before the vaccine was available to children ages 12-15. Now that the question is no longer hypothetical for respondents with children over age 12, it is worth examining continuing sources of vaccine hesitancy and resistance among parents. What are parents’ top concerns about COVID-19 vaccinations for their children? Do these concerns vary based on a parent’s partisanship, gender, age, race, income, education, or place of residence?In our June 2021 survey, we asked parents to rate the following considerations as a major concern, minor concern, or not a concern when thinking about their children receiving a COVID-19 vaccine: how new the vaccine is, whether the vaccine has been tested enough, whether the vaccine actually works, immediate side effects (e.g., fever, nausea), long-term health effects, health effects specific to girls or women, health effects specific to boys or men, religious objections, whether the vaccine companies want to harm people, and whether the government is using the vaccine to harm people. In this report, we examine the most prevalent major concerns for parents by demographic groups to better understand the various sources of vaccine hesitancy among parents.


2021 ◽  
Author(s):  
Xinxin Ye ◽  
Wan Ye ◽  
Jinyue Yu ◽  
Yuzhen Gao ◽  
Ziyang Ren ◽  
...  

Background: Vaccination is a crucial measure in preventing the spread of epidemic. Vaccines targeting coronavirus disease 2019 (COVID-19) have been developed in a wide range of countries. Objective: This study aims to examine factors influencing vaccination rate and willingness to vaccinate against COVID-19 among Chinese healthcare workers (HCWs). Methods: From 3rd February to 18th February, 2021, an online cross-sectional survey was conducted among HCWs to investigate factors associated with the acceptance and willingness of COVID-19 vaccination. Respondents were classified into two categories, vaccinated and unvaccinated, and, the willingness of vaccination was assessed in the unvaccinated group. Information on socio-demographics and the psychological process of the participants for accepting the vaccine were evaluated. Results: A total of 2156 HCWs from 21 provinces in China responded to this survey (response rate: 98.99%)), among whom 1433 (66.5%) were vaccinated at least one dose. Higher vaccination rates were associated with older age (40-50 years vs. less than 30 years, OR=1.63, 95%CI: 1.02-2.58; >50 years vs. 30 years, OR=1.90, 95%CI: 1.02-3.52), working as a clinician (OR=1.54, 95% CI: 1.05-2.27), having no personal religion (OR=1.35, 95%CI: 1.06-1.71), working in a fever clinic (OR=4.50 , 95%CI:1.54-13.17) or higher hospital level(Municipal vs. County, OR=2.01, 95%CI: 1.28-3.16; Provincial vs. County, OR=2.01, 95%CI: 1.25-3.22) and having knowledge training of vaccine (OR=1.67, 95%CI:1.27-2.22), family history for influenza vaccination (OR=1.887, 95%CI:1.49-2.35) and strong familiarity with the vaccine (OR=1.43, 95%CI:1.05-1.95) (All P<0.05). Strong willingness for vaccination was related to having a working in midwestern China (OR=1.89, 95%CI:1.24-2.89), considerable knowledge of the vaccine (familiar vs. not familiar, OR=1.67, 95%CI: 1.17-2.39; strongly familiar vs. not familiar, OR=2.47, 95%CI: 1.36-4.49), knowledge training of vaccine(OR=1.61, 95%CI: 1.05-2.48) and strong confidence in the vaccine (OR=3.84 , 95%CI: 2.09-7.07). Conclusion: Personal characteristics, working environments, familiarity and confidence in the vaccine were related to vaccination rates and willingness to get vaccinated among healthcare workers. Results of this study could provide evidence for the government to improve vaccine coverage by addressing vaccine hesitancy in the COVID-19 pandemic and future public health emergencies.


Author(s):  
Snarvia Khambra ◽  
Swaroopa Chakole

Background: COVID-19 or coronavirus disease 2019 is the unprecedented medical emergency having widespread and multispectral impact. The treatment uncertainty, lack of health infrastructure, lack of available medical professionals, long term implications of COVID-19 are the reasons behind adopting preventive measure over curative measure.  Various preventive measures are available which are tried and tested in previous outbreaks. The measures are reliable and ready to use. Also its efficacy has also been proved. Vaccination drive must be accelerated so as to cover wide section of population as soon as possible. Various preventive measures approved by WHO and various local health authorities are being successfully used in order to gain control over the viral spread. Vaccination which is also a preventive measures has been successfully rolled out in various countries. Conclusion: Vaccine hesitancy is the burning issue which needs to be addresses otherwise it can derail the vaccination efforts. Importance of preventive measure must be highlights time to time. Recent surge in cases in many countries is attribute to the complacent attitude and lax following of preventive guidelines. Many preventive measures are made not only for COVID-19 but it can also protect us from various other contagious diseases and daily allergies of pollution and dust.  Also more innovative mitigation measures should be synthesized in order to contain the viral spread.


Vaccines ◽  
2021 ◽  
Vol 9 (8) ◽  
pp. 889
Author(s):  
Matteo Riccò ◽  
Pietro Ferraro ◽  
Simona Peruzzi ◽  
Federica Balzarini ◽  
Silvia Ranzieri

Vaccinations used to prevent coronavirus disease (COVID-19)—the disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)—are critical in order to contain the ongoing pandemic. However, SARS-CoV-2/COVID-19 vaccination rates have only slowly increased since the beginning of the vaccination campaign, even with at-risk workers (e.g., HCWs), presumptively because of vaccine hesitancy. Vaccination mandates are considered instrumental in order to rapidly improve immunization rates (but they minimize the impact of vaccination campaigns). In this study, we investigated the acceptance (i.e., knowledge, attitudes, and practices) from occupational physicians (OPs)) in regard to SARS-CoV-2/COVID-19 vaccination mandates. A total of 166 OPs participated in an internet-based survey by completing structured questionnaires. Adequate, general knowledge of SARS-CoV-2/COVID-19 was found in the majority of OPs. High perception of SARS-CoV-2 risk was found in around 80% of participants (79.5% regarding its occurrence, 81.9% regarding its potential severity). SARS-CoV-2/COVID-19 vaccination was endorsed by 90.4% of respondents, acceptance for SARS-CoV-2 vaccine was quite larger for mRNA formulates (89.8%) over adenoviral ones (59.8%). Endorsement of vaccination mandates was reported by 60.2% of respondents, and was more likely endorsed by OPs who exhibited higher concern for SARS-CoV-2 infection occurrence (odds ratio 3.462, 95% confidence intervals 1.060–11.310), who were likely to accept some sort of payment/copayment for SARS-CoV-2/COVID-19 vaccination (3.896; 1.607; 9.449), or who were more likely to believe HCWs not vaccinates against SARS-CoV-2 as unfit for work (4.562; 1.935; 10.753). In conclusion, OPs exhibited wide acceptance of SARS-CoV-2/COVID-19 vaccinations, and the majority endorsed vaccination mandates for HCWs, which may help improve vaccination rates in occupational settings.


2021 ◽  
Author(s):  
Ingrid Eshun-Wilson ◽  
Aaloke Mody ◽  
Khai Hoan Tram ◽  
Cory Bradley ◽  
Alexander Scheve ◽  
...  

The COVID-19 vaccination campaign in the US has been immensely successful in vaccinating those who are receptive, further increases in vaccination rates however will require more innovative approaches to reach those who remain hesitant, deliberative or indifferent. Phenomena such empty mass vaccination sites and wasted vaccine doses in some regions suggest that in addition to dispelling misinformation and building trust, developing more person-centered vaccination strategies, that are modelled on what people want could further increase uptake. To inform vaccine distribution strategies that are aligned with public preferences for COVID-19 vaccination campaign features we conducted a survey and discrete choice experiment among a representative sample of 2,895 people in the US, between March 15 and March 22, 2021. We found that on average the public prioritized ease, preferring single to two dose vaccinations, vaccinating once rather than annually and reduced waiting times at vaccination sites - for some these were the primary preference drivers. Vaccine enforcement reduced overall vaccine acceptance, with a trend of increasing control aversion with increasing vaccine hesitancy, particularly among those who were young, Black/African American or Republican. These data suggest that making vaccination easy and promoting autonomy by offering the public choices of vaccination brands and locations may increase uptake, and that vaccine mandates could compromise autonomy and increase control aversion in those who are hesitant - reducing vaccination in such groups and potentially undermining the goals of COVID-19 vaccination campaigns.


Vaccines ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. 173
Author(s):  
Davide Gori ◽  
Chiara Reno ◽  
Daniel Remondini ◽  
Francesco Durazzi ◽  
Maria Pia Fantini

While the SARS-CoV-2 pandemic continues to strike and collect its death toll throughout the globe, as of 31 January 2021, the vaccine candidates worldwide were 292, of which 70 were in clinical testing. Several vaccines have been approved worldwide, and in particular, three have been so far authorized for use in the EU. Vaccination can be, in fact, an efficient way to mitigate the devastating effect of the pandemic and offer protection to some vulnerable strata of the population (i.e., the elderly) and reduce the social and economic burden of the current crisis. Regardless, a question is still open: after vaccination availability for the public, will vaccination campaigns be effective in reaching all the strata and a sufficient number of people in order to guarantee herd immunity? In other words: after we have it, will we be able to use it? Following the trends in vaccine hesitancy in recent years, there is a growing distrust of COVID-19 vaccinations. In addition, the online context and competition between pro- and anti-vaxxers show a trend in which anti-vaccination movements tend to capture the attention of those who are hesitant. Describing this context and analyzing its possible causes, what interventions or strategies could be effective to reduce COVID-19 vaccine hesitancy? Will social media trend analysis be helpful in trying to solve this complex issue? Are there perspectives for an efficient implementation of COVID-19 vaccination coverage as well as for all the other vaccinations?


2021 ◽  
Vol 8 (1) ◽  
Author(s):  
Xiao Fan Liu ◽  
Xiao-Ke Xu ◽  
Ye Wu

AbstractThe 2019 coronavirus disease (COVID-19) is pseudonymously linked to more than 100 million cases in the world as of January 2021. High-quality data are needed but lacking in the understanding of and fighting against COVID-19. We provide a complete and updating hand-coded line-list dataset containing detailed information of the cases in China and outside the epicenter in Hubei province. The data are extracted from public disclosures by local health authorities, starting from January 19. This dataset contains a very rich set of features for the characterization of COVID-19’s epidemiological properties, including individual cases’ demographic information, travel history, potential virus exposure scenario, contacts with known infections, and timelines of symptom onset, quarantine, infection confirmation, and hospitalization. These cases can be considered the baseline COVID-19 transmissibility under extreme mitigation measures, and therefore, a reference for comparative scientific investigation and public policymaking.


2020 ◽  
Vol 0 (0) ◽  
Author(s):  
Krishna Prasad Pathak ◽  
Tara Gaire ◽  
Mu-Hsing Ho ◽  
Hui chen (Rita) Chang

AbstractNoble CORONA Virus (COVID-19) is an infectious disease similar form of pneumonia/ SARS-CoV-2- impacting globally. The fear of coronavirus looks pandemic, but its severity is uncertain. Nepal was one of the first nine countries outside of China to report a COVID-19 case. Also, its unpredictability of mode or range of surface, the lifespan of the virus, objects of transmission (a distance of air/air currents, living duration in air, humidity, duration on objects, surface). The first case was found in Wuhan in December 2019 in China. The purpose is to summarize the current information about COVID-19 and to explore in terms of why Nepal is not hitting severely, while other countries are on death toll? We summarized the published articles form the web sources and news, Academic Journals, Ministry of health and population Nepal, WHO/CDC update reports/guidelines, Google search engine. Thematic analysis is made to explore the situation. Although, Nepal has a lack of health services, testing kits, advance lab and protecting equipment (PPE), why COVID-19 does not hit Nepal than China, Europe and North America, it still tremendous uncertainty. Is lockdown, isolation, social distance and quarantine the best ways of prevention? The hypothesis is floating globally – do BCG vaccinated countries are safer than non-user OR due to not having enough kits to screen populations at risk for the virus – while lack of testing a big cause for missing case OR Nepalese have better immune systems? It has attracted global attention. We believe that the COVID-19 is still evolving and it is too early to predict of an outbreak in Nepal. The government needs to increase funding for local health departments, begin planning for future epidemics and be prepared to bolster the economy by supporting consumer spending the midst of a serious outbreak. COVID-19 is a serious health challenge for Nepal, but so far the number of death has been lower than was foretell. It is, therefore essential to carry out more scientific evidence to explore results. Nepalese health services need to maintain up than today and follow lockdown, isolation, social distance and an advance screening test kit through the country.


Significance This places two-thirds of Ukrainian regions under the most stringent COVID-19 restrictions. In its second pandemic autumn, Ukraine is performing poorly because this year's vaccination programme has been slow to pick up, until a recent acceleration prompted by tougher restrictions. Vaccine hesitancy has been compounded by a scandal involving fake certificates. Impacts The government will blame the COVID-19 surge for poor macroeconomic performance. President Zelensky's standing will be largely unaffected, as responsibility for restrictions is mostly devolved to regions. COVID-19 will not sideline the many challenges facing the government, currently reflected in an emerging cabinet reshuffle.


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