Exploring the Political Debate over the COVID-19 Vaccination on Twitter: Emotions and Polarization in the Spanish Public Sphere

Citation: Pérez-Curiel, Concha, Ricardo Domínguez-García, and Ana Velasco-Molpeceres. 2023. Exploring the Political Debate over the COVID-19 Vaccination on Twitter: Emotions and Polarization in the Spanish Public Sphere. Social Sciences 12: 85. https://doi.org/10.3390/ socsci12020085 Academic Editor: Andreu Casero-Ripollés Received: 15 December 2022 Revised: 31 January 2023 Accepted: 1 February 2023 Published: 8 February 2023 Copyright: © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). $ € £¥ social sciences Article Exploring the Political Debate over the COVID-19 Vaccination on Twitter: Emotions and Polarization in the Spanish Public Sphere Concha Pérez-Curiel , Ricardo Domínguez-García and Ana Velasco-Molpeceres * Department of Periodismo II, Facultad de Comunicación, Universidad de Sevilla, 41092 Sevilla, Spain *Correspondence: [email protected] Abstract: In a scenario marked by COVID-19, communication has posed a real challenge for institutions. Since the first case of COVID-19, Spain has faced the enormous challenge of an unprecedented health, economic, and social crisis. The public sphere has put its trust in vaccination as the only chance for the country’s recovery. To determine the role played by political leaders in the debate on vaccination and citizens’ perception of crisis management, this article analyzes the messages posted on Twitter by the four leaders of the parties with the most representation in parliament: Pedro Sánchez (PSOE), Pablo Casado (PP), Santiago Abascal (Vox), and Yolanda Díaz (Podemos). Using a methodology for comparative content analysis on Twitter, a sample was established that began at the start of the vaccination process and inoculation with the first dose, and covered the entire year that followed. The research results, which contrasted with those collected in demographic surveys, reflected an increase in polarization and electoral use of the vaccine, which took precedence over the awareness-raising discourse typical of public campaigns. Keywords: COVID-19; vaccination; public communication; polarization; Twitter 1. Introduction The public dilemma surrounding COVID-19 vaccination, the confusion, and polarization of political discourse on social media constituted the hallmarks of an institutional communication process also in crisis (Casero-Ripollés 2020). Having surpassed the first stage of the pandemic marked by the unknown nature of the virus and the digital informational chaos (Larrondo Ureta et al. 2021), a second phase emerged with the vaccine as its protagonist. In front of the containment measures employed to stop the virus (social distancing, confinement, or travel restrictions), the vaccine was postulated as the main hope to end the pandemic (Carrasco-Polaino et al. 2021). The priority of vaccination occupied the political agenda (Thelwall et al. 2021), which continued to promote the storytelling of conflict among leaders, parties, and governments. Similar to previous crises (Broniatowski et al. 2018;Cheng et al. 2018;Wang et al. 2017; Ghenai and Mejova 2018), the origin of the virus, expectations for the vaccine, or preventive measures were sources of misinformation, especially on social media (Dredze et al. 2016; Kang et al. 2017). This informational disorder led the WHO to include distrust of vaccines in the list of the ten leading threats to global health (Friedrich 2019). Vaccines are an opportunity for democratic systems to explain technical procedures and global health, and to reinforce their role as an instrument of transparency and good governance (Westphalen and Libaert 2008). However, facing social audiences and taking Twitter as the primary support for propaganda and cyber rhetoric (López Meri 2016), political communication favors personalization and spectacularization strategies over resources that guarantee reliability (Amado 2016;Más-Manchón and Guerrero-Solé2019). Institutional political discourse shows signs of improvisation, insecurity, and disconnection from experts. The opinion of specialists, professionals, and scientists is undervalued Soc. Sci. 2023,12, 85. https://doi.org/10.3390/socsci12020085 https://www.mdpi.com/journal/socsci Soc. Sci. 2023,12, 85 2 of 17 because it does not represent the ‘people’ (Waisbord 2018). Disinformation and denialism, the battle for global influence, as well as polarization are intensifying (Ali and Gatiti 2020). Doubts and suspicions concerning vaccines are mixed with public distrust of institutions. Politicization of uncertainty further weakens a democratic system that was already in decline (Colomina 2021;Wardle 2017). According to the specific Digital News Report Spain (Negredo et al. 2020), 44% of the surveyed population stated that they found a lot or quite a lot of misinformation regarding COVID-19 on social media, and blame politicians (42%), the media (36%), and the government (34%) for the hoaxes. For its part, the report prepared by the Spanish Foundation for Science and Technology (FECYT) measured the evolution of attitudes towards vaccination in Spain through three representative surveys (n = 12.162) (Lobera Serrano and Álvarez 2021). Additionally, the report advanced theories on acceptance or resistance of the population (Ramonfaur et al. 2021;Lorini et al. 2018;Hornsey et al. 2018;Betsch et al. 2018), highlighting the concept of trust in institutions (a diffuse trust in the set of political organizations, the WHO and the European Union, municipalities, the government of Spain, and the autonomous communities) associated with a more favorable attitude towards vaccination. Incorrect information or falsehoods from authorities had a negative impact on the course of the pandemic, as individuals adopted behaviors based on the data and information they received and the effects they produced on social media (Cuauthémoc Mayorga 2021;Ceron et al. 2021). In this context of confusion, conspiracy, and reticence, the report gathered recommendations on the increased visibility of institutions’ efforts at the international, national, and local levels, in addition to the effectiveness and unity in the fight against the pandemic, and the guarantee of public control mechanisms against disinformation. In this line of research, the objective was to analyze the political discourse on COVID-19 vaccination from the main leaders with representation in the Spanish Parliament on Twitter and check the perception of the audiences through the viral response on the network and sociological surveys. 1.1. Impact of the Vaccination Political Campaign on Twitter: The Axis of Misinformation The controversy over the benefits or drawbacks of social networks projected in the area of political communication maintains an open debate about disinformation fueled by the COVID-19 pandemic (Salaverría et al. 2020). The dysfunction of the institutional political message regarding vaccines (Costa-Sánchez and López-García 2020), the disconnection with experts and science (Pérez-Curiel et al. 2022a), and the degree of confrontation between leaders on Twitter are aspects that require academic review. In the health sphere, the previous literature has analyzed the conversation in the public sphere on Twitter about specific vaccines and in general (Bello-Orgaz et al. 2017;Milani et al. 2020;Tomeny et al. 2017). Before the COVID-19 pandemic, healthcare professionals were already treating patients who had been misinformed online, a phenomenon known as “Dr Google” (Lee et al. 2014). However, interviews conducted by the New York Times (https: //nyti.ms/2FJFVNb, accessed on 28 January 2023) with more than a dozen doctors and researchers specializing in disinformation from the United States and Europe revealed that they had never seen such a high volume as that related to COVID-19. These professionals blamed leaders such as Donald Trump for amplifying alternative theories, digital platforms for not doing enough to end false information, and people for so easily believing what they consumed online. Due to its recent nature, there has not yet been an opportunity to analyze the political and citizen dialogue regarding COVID-19 vaccines. Beyond the advantages of the network, due to its instantaneousness, virality, and engagement (Campos-Domínguez 2017), Twitter has been useful to the scientific community to detect incorrect conceptions of users and act as detractors of false information, since the number of people who go to the Internet looking for information regarding vaccination is increasing (Graells-Garrido et al. 2019; Burnap et al. 2016;Kouzy et al. 2020;Jolley and Douglas 2014). Soc. Sci. 2023,12, 85 3 of 17 A stressed and frightened population seeks shelter in strong and competent leaders, capable of leading the country in the face of an uncertain scenario (Amat et al. 2020). This opportunity was being exploited by leaders to manage emotions and convert Twitter into an electoral tool at a time of pandemic. Recent studies have already confirmed a clear divergence between institutional messages concerning COVID-19 (Castillo-Esparcia et al. 2020a), consisting of administrative or service information, and the content of a more emotional nature, which citizens tend to interact with more (Castillo-Esparcia et al. 2020b). A context is then produced of emerging fake news that has empowered anti-democratic policies, equaling the number of professional news items from accredited media (FernándezTorres et al. 2021;Howard et al. 2018). An example is the conspiracy theories put forward by Donald Trump linking the origin of SARS-CoV-2 to a Chinese laboratory and the announcement of medications without scientific evidence. In addition, criticism concerning the efficacy of vaccines from other countries or their attitude of politicizing and downplaying the virus are hallmarks of this political leader’s populist discourse. Therefore, politics and politicians are presented as a source of misinformation and propaganda on social media, especially during election periods (Pérez-Curiel and García-Gordillo 2020). Regarding the national and local scope, given that vaccination was framed in a context of mixed management (governmental and autonomous communities), the treatment of vaccines on Twitter was a direct projection of what had happened internationally. The influence of a two-party system PSOE/PP that denotes conflict, polarization, and criticism of the socialist government’s management shared by the media and by the social audience is added to the position of emerging forces such as Vox and Unidas Podemos, that points to a “polarized pluralist” discourse with a preference for centralized or ideologically aligned information (López-García 2020;Brennen et al. 2020). However, the conspiratorial narrative of “no to the vaccine” that was popularized by populists such as Trump or Bolsonaro on Twitter, was transferred to Spain with a behavior that eluded the topic in the case of the extreme right (Pérez-Curiel et al. 2021;Manfredi-Sánchez et al. 2021). In this context of antivaccine policies, social media acted as a feedback mechanism for ideologies that could foster polarization and, in turn, influence users by increasing confusion and misinformation (Wilson et al. 2014;Getman et al. 2018). Paradoxically, a social network such as Twitter, with the capacity for nodal interaction, could generate echo chambers and activate the debate about vaccination (Cardenal et al. 2019;Pérez-Dasilva et al. 2020), becoming a focus of political interest and a channel for aligning audiences with ideologies. These suppositions also provoked conflicting opinions from the public regarding Twitter, which they rated as not recommended for health information due to the distrust it generated. In any case, the influence of politicians and the electoral use they make of Twitter is added to the activism of a social audience, which also participates in the creation and propagation of false information (Pérez-Curiel and Limón-Naharro 2019). Topics related to the origin of the virus, expectations for the vaccine, the progression of the outbreak of infectious diseases, or preventive measures have been subject to fallacies in previous health crises (Broniatowski et al. 2018). At the beginning of April 2020, 113 million unique authors had shared messages on Twitter regarding COVID-19 (Larson 2020). The freedom of expression allows social networks to spread unchecked erroneous information and false news (Rosenberg et al. 2020;Salaverría et al. 2020). In conclusion, a risk ecosystem is needed that puts institutional dialogue with experts, informative rigor, and data verification on topics that affect public health and requires the commitment of political leadership to stop the metastatic spread of disinformation on the network (Bounegru et al. 2017). 1.2. Perception of Citizen’s Social Attitudes toward Vaccination. Context Study In a moment of institutional and political crisis provoked by the infodemic, citizens have been left more vulnerable to the impact of disinformation, especially in the realm of social media (Salaverría et al. 2020). The social audience has not only become an object of influence, but also a potential disseminator of falsehoods concerning the virus, Soc. Sci. 2023,12, 85 4 of 17 contributing to exponentially increasing its social circulation radius (Martínez-Costa et al. 2022). Meanwhile, an increase in public confusion and distrust in politicians and media is evident, caused by the digital immersion of hoaxes and fake news regarding COVID-19, the government’s management of COVID-19, or the efficacy of vaccines and vaccination campaigns (Pérez-Curiel and Casero-Ripollés 2022). As part of the pre-investigation process, the report entitled “Evolution of the Social Perception of Scientific Aspects of COVID-19”, published by the Spanish Foundation for Science and Technology (June 2020/January 2021) has been retrieved. The objective of this work was to measure the evolution of the attitudes of citizens towards vaccination in Spain and to identify the main factors involved in the reluctance exhibited towards COVID-19 vaccination. The report collected the results of two rounds of telephone surveys and one in-person survey, representative of the Spanish population, and covered a total of 12,162 interviews. The 5C model explained vaccine hesitancy in terms of five dimensions: trust in vaccines and the healthcare system, complacency, calculation, the cost of vaccination, and the perception of vaccination as a collective responsibility (Betsch et al. 2018). Meanwhile, the scale measuring agreement with conspiracy theories was centered on the case of vaccines (Shapiro et al. 2016). A summary of the results of the third and four survey conducted confirmed a greater acceptance of the vaccine, increasing from 23% achieved in July 2020 to 83% in May 2021 (1), a certain relaxation in the compliance with prevention measures, when only half of the population (49%) assured that they have been able to avoid sharing closed spaces with non-cohabitants (2), and the belief in conspiracy theories by a significant percentage of the population (3). In fact, almost a third of the Spanish population (31%) consider that masks are bad for their health, and close to 8% firmly believe that vaccinating children is harmful and this fact is hidden. All of this is in a context of disinformation, with 58% of Spaniards stating that they have seen or heard messages encouraging people not to vaccinate against COVID-19. The applicability of this report to research on the strategies of the main Spanish political leaders regarding COVID-19 vaccination on Twitter has been particularly focused on the survey variable that deals with the level of trust of the public in political institutions. The results confirmed a diffuse degree of trust in the WHO and EU, passing through the government of Spain, the Autonomous Communities, and the Municipalities, which favored a position of reticence among citizens towards vaccination. The FECYT report set out a series of recommendations to combat the public’s lack of trust in institutions. Among them, the pertinent recommendations included promoting transparency and making the efforts of institutional and political organizations and their efficacy in the fight against the pandemic and the deployment of the vaccination campaign more visible; increasing communication regarding the functioning of public control mechanisms, such as the European Medicines Agency and the Spanish Agency for Health Products; and combating rumors regarding the negative effects of vaccines or their lack of efficacy, linked to conspiracy theories and disinformation. Therefore, the data collected from the three population surveys published by FECYT provided information on citizens’ behavior toward the institutional management of the vaccine conflict and the use of disinformation, which allowed for comparison with the response of users to messages posted by Spanish political leaders on Twitter, in the context of the first COVID-19 vaccination campaign. In conclusion, taking this entire context into account, the main objective of this article was to delve into the role that Spanish political leaders have played in the debate on vaccination and the perception that the public has concerning institutional management. Thus, this work analyzed, through a content analysis, the messages published on Twitter by the four leaders of the parties with the highest parliamentary representation in Spain. 2. Materials and Methods The management of a global health crisis, marked by containment strategies such as social distancing, lockdowns, travel restrictions, and other services, and by the hope or Soc. Sci. 2023,12, 85 5 of 17 distrust in vaccines to end the pandemic, on a network such as Twitter (Friedrich 2019; Pérez-Curiel et al. 2022a) has generated an institutional and political campaign of dissent among experts. This campaign’s main identifying features are polarization, ideological bias, and disinformation, projected in the distrust of the social audience. From this perspective, the following research questions arose: RQ1.—Are vaccines a topic of debate among the main Spanish political leaders on Twitter? RQ2.—Are polarization, bias, and misinformation characteristics of political discourse on vaccination? RQ3.—Are there differences between the response of Twitter users to political messages regarding vaccines and the public opinion collected in demographic surveys? Taking these premises into account, a triple focus content analysis methodology that was quantitative–qualitative and discursive (Silverman 2016;Krippendorff 2012;Flowerdew and Richardson 2017;Van Dijk 2015) was applied, which was supported by the issue frame/game frame theory (Cartwright et al. 2019). The social network Twitter was chosen, given the importance it has achieved for political communication in electoral processes and in health crises (Alonso-Muñoz et al. 2017;D’Heer and Verdegem 2015;Chen et al. 2020). To delve deeper into the role played by political leaders and experts during the COVID19 vaccination process, we opted to study the Twitter accounts of the four Spanish political leaders with the highest parliamentary representation in the Congress of Deputies (Pedro Sánchez, Pablo Casado, Santiago Abascal, and Yolanda Díaz). Regarding the temporal period analyzed, the sampling began with the start of the vaccination process and the administration of the first dose in Spain (27 December 2020) and extended throughout the following year (27 December 2021). Although this time frame did not encompass the entire vaccination process, the twelve months of sampling captured the moments of greatest political media focus on immunization and were significant, both in terms of quantity and quality, to support the conclusions of the study. Using the Twitonomy application, all tweets posted by these leaders during the specified period of time were downloaded, constituting a general sample composed of 4283 messages. From there, screening was performed, selecting those tweets that included the keywords ‘vaccine’, ‘vaccines’, or ’vaccination’. From the general sample, a specific sample of 166 tweets regarding the vaccination process, spread across the four leaders on Twitter, was derived and adjusted to the indications of previous methodological models, which recommended that, in the collection of data in discourse studies, quality should be prioritized over quantity (Baker 2006;Cleary et al. 2014;Silverman 2016). This premise was therefore applicable to the analysis of emotions, an indicator that the cited experts considered representative of the leader’s behavior to influence the citizenry. From this premise, a coding manual was designed that allowed the analysis of the narrative that Spanish political leaders developed throughout the vaccination process, composed of 11 quantitative, qualitative, and discursive variables. The statistical program chosen for the processing and exploitation of the data was IBM SPSS Statistics (Version 25). The categorization table was structured into three main blocks: issue frame (topic), game frame (strategies) and discursivity (feelings and tone), and message diffusion (virality). These three methodological tools answered the three research questions. To clarify the adequacy of the methodological plan, Table 1relates the research questions to the analysis indicators. Soc. Sci. 2023,12, 85 6 of 17 Table 1. Approach to operationalization of research questions. Research Question (RQ) Indicators (RQ1) Are vaccines a topic of debate among the main Spanish political leaders on Twitter? Issue frame (topics) (RQ2) Are polarization, bias, and misinformation characteristics of political discourse on vaccination? Game frame (strategies) and discursivity (tone and feelings) (RQ3) Are there differences between the response of Twitter users to political messages about vaccines and the public opinion collected in demographic surveys? Viralization capacity Source: Own elaboration. For the study of the issue frame and tactics (game frame), a pre-analysis phase was conducted in which a random sampling of 50 tweets was taken from the general sample (n = 166) to determine and check the main categories for each variable. To deepen the narrative of the leaders, the bias of tweets and discursive emotions were also studied, adapting previous research to the characteristics of the sample being studied (Yeste and Franch 2018;Moret-Soler et al. 2022). In order to estimate the viralization and influence capacity of each tweet, a previously used formula was applied (Pérez-Curiel et al. 2022b). In this sense, this metric completed a valid and proven formula for taking user responses into account (Carrasco-Polaino et al. 2018). The viralization capacity was based on the sum of retweets multiplied by 2, plus the likes and responses, all divided by the number of posted tweets (VC = (sum of retweets × 2 + sum of likes + sum of replies)/sum of tweeted messages). The double value of retweets was justified because Twitter increases the visibility of these tweets, showing the messages on the timeline of the person who shares them. 3. Results The study of Twitter profiles of the main Spanish leaders and political parties during the twelve months analyzed gave rise to a total sample of 166 tweets related to the vaccination process (see Table 2). In this sense, it is noteworthy that the socialist leader, Pedro Sánchez, was linked to one out of every ten tweets published to this process (10.1%). Likewise, the President of the government also published 117 tweets concerning vaccines, which represented 70.5% of the specific sample. Table 2. Frequency of tweets from each political leader. Leader Total Tweets Vaccination Tweets % of Total Leader Tweets Pedro Sánchez 1152 117 10.1% Pablo Casado 1267 42 3.3% Santiago Abascal 732 0 0.0% Yolanda Díaz 1132 7 0.6% Total 4283 166 3.8% Source: Own elaboration. Regarding the leader of the opposition and the PP, Pablo Casado focusses on vaccination in only 42 of the 1267 messages he sent on Twitter during the 12 months analyzed, which represented 3.3%. Regarding the specific sample, the popular leaders contributed 25.3% of the tweets to the study. On the other hand, it should be noted that the Vice President of the government and head of the Unidas Podemos list, Yolanda Díaz, only focused on vaccination in 7 of the 1132 messages published throughout the year studied, which represented 0.6% of the total and 4.2% of the specific sample. Regarding the leader of Vox, Santiago Abascal, the silence he adopted was striking regarding vaccination, since he did not dedicate a single message to this topic out of the 732 tweets he published throughout the year. Soc. Sci. 2023,12, 85 7 of 17 Delving deeper into the sample obtained from political leaders, it is worth considering the distribution of publications throughout the period of time studied (see Figure 1). Therefore, the data showed an increase in President Pedro Sánchez’s activity in the months of April to July, coinciding with the period of highest vaccination among the population. On the contrary, Pablo Casado focused his message in January, when the Spanish government’s vaccination strategy was not yet consolidated. Soc. Sci. 2023, 12, x FOR PEER REVIEW 7 of 17 on vaccination in 7 of the 1132 messages published throughout the year studied, which represented 0.6% of the total and 4.2% of the specific sample. Regarding the leader of Vox, Santiago Abascal, the silence he adopted was striking regarding vaccination, since he did not dedicate a single message to this topic out of the 732 tweets he published throughout the year. Delving deeper into the sample obtained from political leaders, it is worth considering the distribution of publications throughout the period of time studied (see Figure 1). Therefore, the data showed an increase in President Pedro Sánchez’s activity in the months of April to July, coinciding with the period of highest vaccination among the population. On the contrary, Pablo Casado focused his message in January, when the Spanish government’s vaccination strategy was not yet consolidated. Figure 1. Frequency of tweets from each political leader by month. 3.1. Speech by National Leaders on Vaccination against COVID-19 After analyzing the theme on which the discourse of each of the selected leaders was based (see Figure 2), it could be observed that Pedro Sánchez mainly focused on providing information relating to the vaccination process (42.7%), the donation of vials to Latin American countries (12%), research into new vaccines (7.7%), or the purchase of doses (4.3%). Furthermore, there were a considerable number of cases (20.5%) in which vaccination was used to discuss other national issues, such as the economy, or to illustrate meetings with other international leaders (12.8%). In this line, Pablo Casado also focused on the vaccination process (47.6%), the purchase of vials (4.8%), or the research into new treatment (4.8%), but at the same time, used the situation to question the government’s management in other national (28.6%) or international (9.5%) matters. Meanwhile, Vice President Yolanda Díaz dedicated the clear majority of the few messages she posted on providing information related to the vaccination process managed by the government (71.4%), and the rest to other national issues (28.6%). 0 2 4 6 8 10 12 14 16 18 20 December-20 January-21 February-21 March-21 April-21 May-21 June-21 July-21 August-21 September-21 October-21 November-21 December-21 Pedro Sánchez Pablo Casado Yolanda Díaz Figure 1. Frequency of tweets from each political leader by month. 3.1. Speech by National Leaders on Vaccination against COVID-19 After analyzing the theme on which the discourse of each of the selected leaders was based (see Figure 2), it could be observed that Pedro Sánchez mainly focused on providing information relating to the vaccination process (42.7%), the donation of vials to Latin American countries (12%), research into new vaccines (7.7%), or the purchase of doses (4.3%). Furthermore, there were a considerable number of cases (20.5%) in which vaccination was used to discuss other national issues, such as the economy, or to illustrate meetings with other international leaders (12.8%). In this line, Pablo Casado also focused on the vaccination process (47.6%), the purchase of vials (4.8%), or the research into new treatment (4.8%), but at the same time, used the situation to question the government’s management in other national (28.6%) or international (9.5%) matters. Meanwhile, Vice President Yolanda Díaz dedicated the clear majority of the few messages she posted on providing information related to the vaccination process managed by the government (71.4%), and the rest to other national issues (28.6%). Diving deeper into the discursive strategies of Spanish leaders regarding vaccination (see Figure 3), it was observed that President Pedro Sánchez mainly bet on providing information relating to his management at the head of the government of Spain (83.8%), including concerning the distribution of doses, the progress of the national economy, or international management, while specific messages aimed at raising awareness among citizens regarding the need to immunize themselves against the virus constituted a minority of messages (14.5%). Following this line, Vice President Yolanda Díaz focused a clear majority of her limited messages on vaccination to spread the government’s management (85.7%) compared to those that aimed to raise awareness among the population (4.3%). By contrast, Pablo Casado used vaccination to question the management of the Spanish government (61.9%) or to spread the management of conservative leaders (23.8%) such as Ursula Von der Leyen, Juan Manuel Moreno Bonilla, or Isabel Díaz Ayuso. It is noteworthy Soc. Sci. 2023,12, 85 8 of 17 that the leader of the PP only dedicated two tweets (4.8%) to explaining the importance and convenience of getting vaccinated against this disease to citizens. Soc. Sci. 2023, 12, x FOR PEER REVIEW 8 of 17 Figure 2. Thematic analysis of messages posted by Spanish leaders. Diving deeper into the discursive strategies of Spanish leaders regarding vaccination (see Figure 3), it was observed that President Pedro Sánchez mainly bet on providing information relating to his management at the head of the government of Spain (83.8%), including concerning the distribution of doses, the progress of the national economy, or international management, while specific messages aimed at raising awareness among citizens regarding the need to immunize themselves against the virus constituted a minority of messages (14.5%). Following this line, Vice President Yolanda Díaz focused a clear majority of her limited messages on vaccination to spread the government’s management (85.7%) compared to those that aimed to raise awareness among the population (4.3%). By contrast, Pablo Casado used vaccination to question the management of the Spanish government (61.9%) or to spread the management of conservative leaders (23.8%) such as Ursula Von der Leyen, Juan Manuel Moreno Bonilla, or Isabel Díaz Ayuso. It is noteworthy that the leader of the PP only dedicated two tweets (4.8%) to explaining the importance and convenience of getting vaccinated against this disease to citizens. In this vein, the analysis of the tone of the messages posted regarding vaccination by Spanish political figures shows a behavior of maximum polarization. The tendency of the members of the government translated into an optimistic vision of the vaccination process, which contrasted with the strategy of the leader of the opposition, who bet on criticism (see Figure 4). Thus, Pedro Sánchez’s messages were mostly positive (93.2%) or neutral (5.1%), while there were two tweets with a negative bias (1.7%) aimed at questioning the stance of the opposition parties. Sánchez’s positive communication strategy was complemented by the attitude of Vice President Yolanda Díaz, as all of her messages were positive (100%). On the other hand, the PP leader focused (64.3%) on negative messages concerning the governmental management of the inoculation process, compared with 31% positive messages and 4.8% neutral messages. 42.74% 47.62% 71.43% 45.18% 4.27% 4.76% 4.22% 7.69% 4.76% 6.63% 20.51% 28.57% 28.57% 22.89% 12.82% 9.52% 11.45% 11.97% 8.43% 4.76% 1.20% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Pedro Sánchez Pablo Casado Yolanda Díaz Media Vaccination process Vaccination purchase Vaccine Rese arch Other national issues Other international issues Vaccine donation Others Figure 2. Thematic analysis of messages posted by Spanish leaders. Soc. Sci. 2023, 12, x FOR PEER REVIEW 9 of 17 Figure 3. Strategies of Spanish leaders on Twitter. Figure 4. Tone of messages posted by Spanish leaders. With the aim of delving deeper into the narrative disseminated by Spanish political leaders when addressing the COVID-19 vaccination process, the emotions in which their messages were framed were explored. Thus, the data again showed a polarization between the messages of the government and those of the opposition (see Figure 5). In this way, the socialist leader, Pedro Sánchez, mainly used messages in which he showed his pride in what has been achieved in terms of vaccination (45.3%) and his hope that this will translate into an improvement in the country’s situation (32.5%), while the Vice President Díaz mainly opted to show her gratitude to health professionals (57.1%). Nevertheless, in the case of the popular leader, clearly the blame (50%) took precedence, focusing their criticism of the executive management on President Sánchez and the Minister of Health. Despite this, in their messages, emotions of gratitude (16.7%) or disapproval (14.3%) were also present. 14.53% 4.76% 14.29% 83.76% 23.81% 85.71% 0.85% 61.90% 0.85% 9.52% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Pedro Sánchez Pablo Casado Yolanda Díaz Vaccination awareness Management diffusion Criticism Others 93.16% 30.95% 100.00% 5.13% 4.76% 1.71% 64.29% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Pedro Sánchez Pablo Casado Yolanda Díaz Positive Neutral Negative Figure 3. Strategies of Spanish leaders on Twitter. In this vein, the analysis of the tone of the messages posted regarding vaccination by Spanish political figures shows a behavior of maximum polarization. The tendency of the members of the government translated into an optimistic vision of the vaccination process, Soc. Sci. 2023,12, 85 9 of 17 which contrasted with the strategy of the leader of the opposition, who bet on criticism (see Figure 4). Thus, Pedro Sánchez’s messages were mostly positive (93.2%) or neutral (5.1%), while there were two tweets with a negative bias (1.7%) aimed at questioning the stance of the opposition parties. Sánchez’s positive communication strategy was complemented by the attitude of Vice President Yolanda Díaz, as all of her messages were positive (100%). On the other hand, the PP leader focused (64.3%) on negative messages concerning the governmental management of the inoculation process, compared with 31% positive messages and 4.8% neutral messages. Soc. Sci. 2023, 12, x FOR PEER REVIEW 9 of 17 Figure 3. Strategies of Spanish leaders on Twitter. Figure 4. Tone of messages posted by Spanish leaders. With the aim of delving deeper into the narrative disseminated by Spanish political leaders when addressing the COVID-19 vaccination process, the emotions in which their messages were framed were explored. Thus, the data again showed a polarization between the messages of the government and those of the opposition (see Figure 5). In this way, the socialist leader, Pedro Sánchez, mainly used messages in which he showed his pride in what has been achieved in terms of vaccination (45.3%) and his hope that this will translate into an improvement in the country’s situation (32.5%), while the Vice President Díaz mainly opted to show her gratitude to health professionals (57.1%). Nevertheless, in the case of the popular leader, clearly the blame (50%) took precedence, focusing their criticism of the executive management on President Sánchez and the Minister of Health. Despite this, in their messages, emotions of gratitude (16.7%) or disapproval (14.3%) were also present. 14.53% 4.76% 14.29% 83.76% 23.81% 85.71% 0.85% 61.90% 0.85% 9.52% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Pedro Sánchez Pablo Casado Yolanda Díaz Vaccination awareness Management diffusion Criticism Others 93.16% 30.95% 100.00% 5.13% 4.76% 1.71% 64.29% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Pedro Sánchez Pablo Casado Yolanda Díaz Positive Neutral Negative Figure 4. Tone of messages posted by Spanish leaders. With the aim of delving deeper into the narrative disseminated by Spanish political leaders when addressing the COVID-19 vaccination process, the emotions in which their messages were framed were explored. Thus, the data again showed a polarization between the messages of the government and those of the opposition (see Figure 5). 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