scholarly journals Covid-19 vaccine hesitancy on English-language Twitter

Author(s):  
Mike Thelwall ◽  
Kayvan Kousha ◽  
Saheeda Thelwall

Covid-19 vaccine hesitancy seems likely to increase mortality rates and delay the easing of social distancing restrictions. Online platforms with large audiences may influence vaccine hesitancy by spreading fear and misinformation that is avoided by the mainstream media. Understanding what types of vaccine hesitancy information is shared on the popular social web site Twitter may therefore help to design interventions to address misleading attitudes. This study applies content analysis to a random sample of 446 vaccine hesitant Covid-19 tweets in English posted between 10 March and 5 December 2020. The main themes discussed were conspiracies, vaccine development speed, and vaccine safety. Most (79%) of those tweeting refusal to take a vaccine expressed right-wing opinions, fear of a deep state, or conspiracy theories. A substantial minority of vaccine refusers (18%) mainly tweeted non-politically about other themes. The topics on Twitter reflect vaccine concerns, but those stating vaccine refusal in non-political contexts may unsettle the wider Twitter network by reaching outside right-wing areas of Twitter.

Author(s):  
Seth C Kalichman ◽  
Lisa A Eaton ◽  
Valerie A Earnshaw ◽  
Natalie Brousseau

Abstract Background The unprecedented rapid development of COVID-19 vaccines has faced SARS-CoV- (COVID-19) vaccine hesitancy, which is partially fueled by the misinformation and conspiracy theories propagated by anti-vaccine groups on social media. Research is needed to better understand the early COVID-19 anti-vaccine activities on social media. Methods This study chronicles the social media posts concerning COVID-19 and COVID-19 vaccines by leading anti-vaccine groups (Dr Tenpenny on Vaccines, the National Vaccine Information Center [NVIC] the Vaccination Information Network [VINE]) and Vaccine Machine in the early months of the COVID-19 pandemic (February–May 2020). Results Analysis of 2060 Facebook posts showed that anti-vaccine groups were discussing COVID-19 in the first week of February 2020 and were specifically discussing COVID-19 vaccines by mid-February 2020. COVID-19 posts by NVIC were more widely disseminated and showed greater influence than non-COVID-19 posts. Early COVID-19 posts concerned mistrust of vaccine safety and conspiracy theories. Conclusion Major anti-vaccine groups were sowing seeds of doubt on Facebook weeks before the US government launched its vaccine development program ‘Operation Warp Speed’. Early anti-vaccine misinformation campaigns outpaced public health messaging and hampered the rollout of COVID-19 vaccines.


Vaccines ◽  
2021 ◽  
Vol 9 (3) ◽  
pp. 298
Author(s):  
Teresa Gavaruzzi ◽  
Marta Caserotti ◽  
Irene Leo ◽  
Alessandra Tasso ◽  
Leonardo Speri ◽  
...  

The role of parents’ emotional competencies on vaccine hesitancy and decision making has been seldom examined. Two studies investigated the relationship between parents’ attitudes towards childhood vaccines and self-reported behavior (Study 1) and between parents’ emotional competence and attitudes towards vaccines (Study 2). In Study 1, predictors of temporal, partial, or complete vaccine refusal (having voluntarily postponed/forgone some/all vaccines) were examined in 2778 parents. In Study 2, psychological predictors of the attitude towards vaccines were examined in 593 parents, using the Profile of Emotional Competence and the valence of mental images spontaneously associated with the term “vaccine”. In Study 1, attitudes were aggregated in three independent factors (concerns about vaccine safety; diseases prevented by vaccines; and naturalistic views) that independently predicted vaccine refusal. In Study 2, a significant mediational analysis showed a positive indirect effect of intrapersonal emotional competences on attitudes towards vaccines, through mental images associated with the word “vaccine”. Parents’ intrapersonal emotional competences affected all dimensions of attitudes towards vaccines, suggesting that being able to manage, identify, and recognize one’s own emotions is central to vaccine acceptance. These findings suggest that intervention strategies, rather than stressing the pro-social benefits of vaccinating, should focus on aspects related to one’s own emotions.


2021 ◽  
Vol 8 (Supplement_1) ◽  
pp. S392-S392
Author(s):  
Steven S Spires ◽  
Rebecca Rayburn-Reeves ◽  
Elizabeth Dodds Ashley ◽  
Jenna Clark ◽  
Avani P Desai ◽  
...  

Abstract Background The COVID-19 pandemic has brought vaccination to the forefront of discourse on public health. The rapid speed of COVID-19 vaccine development, utilization of novel technology, and an atmosphere of politicized misinformation have created a perfect storm for vaccine hesitancy. As early adopters of vaccination, HCWs set an example for the general population; as trusted sources of medical information, they educate and inform. However, comparatively little work has investigated HCWs' attitudes toward vaccination and how those attitudes drive their recommendation behavior. Methods We surveyed hospital employees about their personal reasons for hesitancy and beliefs about patient hesitancies and randomly assigned them to see one of three messages aimed at increasing vaccine confidence. Message themes included an appeal to return to normal life (Normalcy), a risk comparison between vaccinating or not (SDT), and an explanation of the speed of safe and effective vaccine development (Process). Results Of the 674 NC hospital employees who completed our survey in February 2021, 98% had been offered the COVID-19 vaccine, and 80% had already accepted. For the 20% who had not received the vaccine, the top reasons for hesitancy involved the speed of development and testing, and concerns of vaccine safety and effectiveness. We also found differences in susceptibility to misinformation and vaccine hesitancy across political affiliation, which was higher in Republicans compared to Democrats. HCWs were generally very comfortable recommending the COVID-19 vaccine to patients and supported the idea of sharing the message they read. Although the risk comparison message was most trusted personally, the process message was rated as both the most helpful to patients and the most likely to be shared with them (see Figure 1). This suggests that what is most appealing on a personal level is not necessarily what a HCW would recommend to their patients. Rating of personal opinions of the passages. On a scale from 1 to 7 with 1 = Strongly Disagree and 7 = Strongly Agree. This chart shows the average message ratings across the board when answering whether they thought the passages were understandable, helpful, correct, believable, and trustworthy. (Error bars are 95% CI) There was no significant difference across the messages. The Process message is seen as most helpful and is most likely to be shared with patient than the other messages On left, the average answer on a scale from 1 to 5 for “Do you think the passage you just read would help your patients feel more comfortable about getting the vaccine?” and on right, the average answer for “Would you share this passage with your patients?” Conclusion HCWs' high uptake and minimal hesitancy in recommending the COVID-19 vaccine is encouraging and merits further exploration for how to increase confidence in HCW who are hesitant to discuss and recommend vaccines to patients, as several highlighted the importance of respecting patient autonomy. Disclosures Rebecca Rayburn-Reeves, PhD, Centene Corporation (Grant/Research Support, Research Grant or Support) Jenna Clark, PhD, Centene Corporation (Grant/Research Support, Research Grant or Support) Jan Lindemans, PhD, Centene Corportation (Grant/Research Support, Scientific Research Study Investigator)


2020 ◽  
Author(s):  
Federico Germani ◽  
Nikola Biller-Andorno

AbstractVaccinations are without doubt one of the greatest achievements of modern medicine, and there is hope that they can constitute a solution to halt the ongoing COVID-19 pandemic. However, the anti-vaccination movement is currently on the rise, spreading online misinformation about vaccine safety and causing a worrying reduction in vaccination rates worldwide. In this historical time, it is imperative to understand the reasons of vaccine hesitancy, and to find effective strategies to dismantle the rhetoric of anti-vaccination supporters. For this reason, we analyzed the behavior of anti-vaccination supporters on the platform Twitter. Here we identify that anti-vaccination supporters, in comparison to pro-vaccination supporters, share conspiracy theories and make use of emotional language. We demonstrate that anti-vaccination supporters are more engaged in discussions on Twitter and share their contents from a pull of strong influencers. We show that the movement’s success relies on a strong sense of community, based on the contents produced by a small fraction of profiles, with the community at large serving as a sounding board for anti-vaccination discourse to circulate online. Surprisingly, our data demonstrate that Donald Trump, together with members of his entourage and his closest supporters, are the main drivers of vaccine misinformation on Twitter. Based on these results, we propose to strategically target the anti-vaccination community online through policies that aim at halting the circulation of false information about vaccines. Based on our data, we also propose solutions to improve the communication strategy of health organizations and build a community of engaged influencers that support the dissemination of scientific insights, including issues related to vaccines and their safety.


2021 ◽  
pp. 77-78
Author(s):  
Anurag Chourasia

The success of an immunisation programme is dependent on public understanding about vaccination benets and risks. It is critical to have a lot of knowledge about vaccine safety. Traditional vaccine development can take years, but nding a vaccine to prevent Covid- 19 has evolved into a race between viruses and people, and the discovery of other comparable strains has made it even more difcult. Vaccines can help your immune system learn how to ght against diseases. They can protect us from some illnesses and assist us in living more fullling lives. People get vaccines for protection, but they have no idea what vaccines do to the body or how they work to boost immunity. People are not well informed about immunisation and its benets and adverse effects, which is why they are concerned about the Covid-19 vaccine. The government should provide complete coverage knowledge and information about not just the benets but also the side effects of vaccines prior to immunisation through awareness programmes, organising campaigns, and other means, as well as through the development of vaccine promotion campaigns in schools.


2021 ◽  
Author(s):  
Huang Huang ◽  
Yuanbo Qiu

BACKGROUND To combat the COVID-19 pandemic, various vaccines have been developed and their rollout is under way. However, the uptake rate is hindered by vaccine hesitancy influenced by the conversations on social media. It is necessary to trace public opinion toward COVID-vaccines on social media. OBJECTIVE The objective of this study is to examine the sentiments and topics of English-language twitter discussion regarding COVID-19 vaccination. Further this study also aims to explore the temporal trend of sentiments and topics over one month in the early period of vaccine roll-out. METHODS Following existing studies of vaccine acceptance and social media, we collected Tweet posts from Twitter data base using Twitter API from December 2020 to January 2021, which reflected actual public discussions toward COVID vaccination after the beginning of the rollout. After data cleansing and selection, 656,102 vaccine-related tweets were identified from 329,441 unique users. We leveraged VADER (Valence Aware Dictionary and sEntiment Reasoner) sentiment analysis tool to explore sentiment scores and Natural Language Toolkit (NLTK) to confirm relevant topics. We also depicted daily changes of sentiments and topics in COVID-vaccine-related tweets across one month period. RESULTS Forty-two percentage of tweets expressed pro-vaccine sentiments while 21% held negative attitudes. The trend of sentiment kept positive and consistent overtime, but a sudden surge of negative tweets occurred around the New Year, which was caused by some unexpected adverse incidents. The Six main topics associated with vaccines were identified: Advocation of vaccination (42,459, 6.47%), Official information releases (29,847, 4.55%), Vaccine distribution (12,946, 1.97%), Vaccine safety concerns (11,236, 1.71%), Personal vaccination experience (5,594, 0.85%) and Conspiracy theory (2,962, 0.45%). Among popular tweets that have been reposted frequently, adverse incidents reported by reliable source have triggered intense discussions about vaccine safety issues, usually in a negative attitude. CONCLUSIONS : Most tweets expressed non-negative sentiments toward vaccination. However, vaccination-related adverse incidents have triggered intense discussions in a negative attitude. Our findings can help policymakers and health providers view the whole picture of the influence of social media and develop better communicative strategies for improving vaccine acceptance.


2021 ◽  
Author(s):  
Noura Salibi ◽  
Sawsan Abdulrahim ◽  
Maria El Haddad ◽  
Stephanie Bassil ◽  
Zeina El Khoury ◽  
...  

AbstractThis study assesses COVID-19 vaccine intentions among a sample of Syrian refugees (≥50 years) beneficiaries of a humanitarian organization in Lebanon, and explores factors associated with vaccine refusal. The findings are part of an ongoing rotating 4-wave panel study. The sample was limited to participants from the first panel who completed a phone interview between January-February, 2021. Out 1,037 beneficiaries, almost a third (29%) reported no intention to vaccinate. Reasons for refusal were: newness of the vaccine (35%); preference to maintain precaution measures (21%); belief that COVID-19 vaccine is not essential (21%); and other reasons (23%). COVID-19 vaccine refusal was significantly associated with perceptions regarding vaccine safety (OR: 5.97; 95%CI: 4.03-8.84) and effectiveness (OR: 6.80; 95%CI:4.44-10.42) but did not differ by age, presence of chronic conditions, self-reported adherence to COVID-19 measures, and perceptions of susceptibility to and severity of COVID-19. Addressing vaccine hesitancy among Syrian refugees in Lebanon necessitates disseminating accurate, accessible, and culturally appropriate information about vaccine safety and effectiveness.


2021 ◽  
Vol 15 (7) ◽  
pp. 2302-2313
Author(s):  
Hafiz Rana Muhammad Arslan ◽  
Anam Zafar ◽  
Hira Shaukat Butt ◽  
Lubna Zafar ◽  
Fatima Jafar

Objectives: In depth exploration of perceptions of physiotherapist regarding the prevalent conspiracy theories about the COVID-19 and its vaccine and assess their willingness to get vaccinated. Methods: A qualitative research method was adapted to gain a keen insight into vaccine hesitancy in physiotherapist. Ground theory was used as a framework to develop a semi- structured questionnaire guided to conduct in-depth interviews. Results: Most participants believed that SARS-CoV-2 is a natural virus that causes a disease just like other viruses and it is absurd to believe that the vaccine is being used by foreign powers for the implantation of microchips just to control humans. Many physiotherapist believed that pharmaceutical companies might be hiding some important information on coronavirus to promote the sale of their product. Majority of participants believed that the government should enforce everyone to get coronavirus vaccine. All the participants showed some doubts on the reliability and trust worthiness on the COVID-19 vaccine safety and efficacy data. All but one participant showed willingness to get coronavirus vaccine if it is to be provided free of cost. Majority of participants considered adverse reaction, cost of vaccine, and limited data on safety and efficacy profile of coronavirus Vaccine an important hindrance to their final decision on getting vaccine. Conclusion: COVID-19 vaccine hesitancy is a major hindrance to our current fight against coronavirus pandemic. Stakeholders must consider this ongoing vaccination campaign as an unprecedented opportunity to formulate required interventions that will help reduce vaccine hesitancy among Pakistani physiotherapist. Key terms: COVID-19, Vaccine, Hesitancy, Pakistan, Physiotherapist


2021 ◽  
Vol 47 (12) ◽  
pp. 524-533
Author(s):  
Lisa Tang ◽  
Sabrina Douglas ◽  
Amar Laila

Background: To create a successful public health initiative that counters vaccine hesitancy and promotes vaccine acceptance, it is essential to gain a strong understanding of the beliefs, attitudes and subjective risk perceptions of the population. Methods: A qualitative analysis of coronavirus disease 2019 (COVID-19) vaccine discourse from 3,731 social media posts on the Twitter and Facebook accounts of six Canadian news organizations was used to identify the perceptions, attitudes, beliefs and intentions of Canadian news organizations’ social media commenters toward taking a COVID-19 vaccine. Results: Four main themes were identified: 1) COVID-19 vaccine safety and efficacy concerns; 2) conspiracy theories stemming from mistrust in government and other organizations; 3) a COVID-19 vaccine is unnecessary because the virus is not dangerous; and 4) trust in COVID-19 vaccines as a safe solution. Based on themes and subthemes, several key communication recommendations were developed for promotion of COVID-19 vaccine acceptance, including infographics championed by Public Health that highlight the benefits of the vaccine for those who have received it, public education about the contents and safety of the vaccine and eliciting an emotional connection through personal stories of those impacted by COVID-19. Conclusion: Specific considerations, such as leveraging the public’s trust in healthcare professionals to act as a liaison between Public Health and the Canadian public to communicate the benefits of the vaccine against COVID-19 and its variants, may help reduce COVID-19 vaccine hesitancy.


2020 ◽  
Vol 110 (S3) ◽  
pp. S312-S318
Author(s):  
David A. Broniatowski ◽  
Amelia M. Jamison ◽  
Neil F. Johnson ◽  
Nicolás Velasquez ◽  
Rhys Leahy ◽  
...  

Objectives. To understand changes in how Facebook pages frame vaccine opposition. Methods. We categorized 204 Facebook pages expressing vaccine opposition, extracting public posts through November 20, 2019. We analyzed posts from October 2009 through October 2019 to examine if pages’ content was coalescing. Results. Activity in pages promoting vaccine choice as a civil liberty increased in January 2015, April 2016, and January 2019 (t[76] = 11.33 [P < .001]; t[46] = 7.88 [P < .001]; and t[41] = 17.27 [P < .001], respectively). The 2019 increase was strongest in pages mentioning US states (t[41] = 19.06; P < .001). Discussion about vaccine safety decreased (rs[119] = −0.61; P < .001) while discussion about civil liberties increased (rs[119] = 0.33; Py < .001]). Page categories increasingly resembled one another (civil liberties: rs[119] = −0.50 [P < .001]; alternative medicine: rs[84] = −0.77 [P < .001]; conspiracy theories: rs[119] = −0.46 [P < .001]; morality: rs[106] = −0.65 [P < .001]; safety and efficacy: rs[119] = −0.46 [P < .001]). Conclusions. The “Disneyland” measles outbreak drew vaccine opposition into the political mainstream, followed by promotional campaigns conducted in pages framing vaccine refusal as a civil right. Political mobilization in state-focused pages followed in 2019. Public Health Implications. Policymakers should expect increasing attempts to alter state legislation associated with vaccine exemptions, potentially accompanied by fiercer lobbying from specific celebrities.


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