Spreading of misinformation on mass media and digital platforms regarding vaccines. A systematic scoping review on stakeholders, policymakers, and sentiments/behavior of Italian consumers

References

• World Health Organization. Ten threats to global health in 2019; accessed 2022 Apr 5. https://www.who.int/news-room/spotlight/ten-threats-to-global-health-in-2019.
   Google Scholar
• Wang Y, McKee M, Torbica A, Stuckler D. Systematic literature review on the spread of health-related misinformation on social media. Social Sci Med. 2019 Nov;240:112552. doi:10.1016/j.socscimed.2019.112552.
   PubMed Web of Science ®Google Scholar
• Di Giuseppe G, Pelullo CP, Della Polla G, Montemurro MV, Napolitano F, Pavia M, Angelillo IF. Surveying willingness toward SARS-CoV-2 vaccination of healthcare workers in Italy. Expert Rev Vaccines. 2021 Jul;20(7):881–12. doi:10.1080/14760584.2021.1922081.
   PubMed Web of Science ®Google Scholar
• Bianchi FP, Vimercati L, Mansi F, De Nitto S, Stefanizzi P, Rizzo LA, Fragnelli GR, Cannone ESS, De Maria L, Larocca AMV, et al. Compliance with immunization and a biological risk assessment of health care workers as part of an occupational health surveillance program: the experience of a university hospital in southern Italy. Am J Infect Control. 2020 Apr;48(4):368–74. doi:10.1016/j.ajic.2019.09.024.
   PubMed Web of Science ®Google Scholar
• Gencer H, Özkan S, Vardar O, Serçekuş P. The effects of the COVID-19 pandemic on vaccine decisions in pregnant women. Women Birth. 2021 May 19;35(3):S1871-5192(21)00082–2. doi:10.1016/j.wombi.2021.05.003.
   Web of Science ®Google Scholar
• Aldossari KK, Alharbi MB, Alkahtani SM, Alrowaily TZ, Alshaikhi AM, Twair AA. COVID-19 vaccine hesitancy among patients with diabetes in Saudi Arabia. Diabetes Metab Syndr. 2021 Sep-Oct;15(5):102271. doi:10.1016/j.dsx.2021.102271.
   PubMed Web of Science ®Google Scholar
• We are social. SPECIAL REPORT DIGITAL 2021; accessed 2022 Apr 8. https://wearesocial.com/uk/blog/2021/01/digital-2021-uk/.
   Google Scholar
• Tafuri S, Gallone MS, Cappelli MG, Martinelli D, Prato R, Germinario C. Addressing the anti-vaccination movement and the role of HCWs. Vaccine. 2014 Aug 27;32(38):4860–5. doi:10.1016/j.vaccine.2013.11.006.
   PubMed Web of Science ®Google Scholar
• Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Clarke M, Deveraux PJ, Kleijnen J, Moher D. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. PLoS Med. 2009;6(7):e1000100. doi:10.1371/journal.pmed.1000100.
   PubMed Web of Science ®Google Scholar
• Bianchi FP, Tafuri S. A public health perspective on the responsibility of mass media for the outcome of the anti-COVID-19 vaccination campaign: the AstraZeneca case. Ann Ig. 2022 Nov-Dec;34(6):650–5.
   Web of Science ®Google Scholar
• Bianchi FP, Tafuri S, Spinelli G, Carlucci M, Migliore G, Calabrese G, Daleno A, Melpignano L, Vimercati L, Stefanizzi P. Two years of on-site influenza vaccination strategy in an Italian university hospital: main results and lessons learned. Hum Vaccin Immunother. 2022 Dec 31;18(1):1993039. doi:10.1080/21645515.2021.1993039.
   PubMed Web of Science ®Google Scholar
• Bucchi M, Fattorini E, Saracino B. Public perception of COVID-19 vaccination in Italy: the role of trust and experts’ communication. Int J Public Health. 2022 Mar 16;67:1604222. doi:10.3389/ijph.2022.1604222.
   PubMed Web of Science ®Google Scholar
• Di Mauro A, Di Mauro F, De Nitto S, et al. Social media interventions strengthened COVID-19 immunization campaign. Front Pediatr. 2022 Apr 5. doi:10.3389/fped.2022.869893.
   Web of Science ®Google Scholar
• Marchetti F, Verazza S, Brambilla M, Restivo V. Rotavirus and the web: analysis of online conversations in Italy during 2020. Hum Vaccin Immunother. 2022 Dec 31;18(1):2002087. doi:10.1080/21645515.2021.2002087.
   PubMed Web of Science ®Google Scholar
• Spitale G, Biller-Andorno N, Germani F. Concerns around opposition to the green pass in Italy: social listening analysis by using a mixed methods approach. J Med Internet Res. 2022 Feb 16;24(2):e34385. doi:10.2196/34385.
   PubMed Web of Science ®Google Scholar
• Ajovalasit S, Dorgali VM, Mazza A, d’Onofrio A, Manfredi P, Bovet A. Evidence of disorientation towards immunization on online social media after contrasting political communication on vaccines. Results from an analysis of Twitter data in Italy. PloS One. 2021 Jul 9;16(7):e0253569. doi:10.1371/journal.pone.0253569.
   PubMed Web of Science ®Google Scholar
• Arghittu A, Dettori M, Dempsey E, Deiana G, Angelini C, Bechini A, Bertoni C, Boccalini S, Bonanni P, Cinquetti S, et al. Health communication in COVID-19 era: experiences from the Italian VaccinarSì Network websites. Int J Environ Res Public Health. 2021 May 25;18(11):5642. doi:10.3390/ijerph18115642.
   PubMed Web of Science ®Google Scholar
• Arghittu A, Deiana G, Dettori M, Dempsey E, Masia MD, Plamieri A, Spano AL, Azara A, Castiglia P. Web-based analysis on the role of digital media in health communication: the experience of VaccinarSinSardegna Website. Acta Biomed. 2021 Oct 1;92(S6):e2021456. doi:10.23750/abm.v92iS6.12072.
   PubMedGoogle Scholar
• Bordin P, Melot B, Tralli V, Bertoni C, Moretti F, Siddu A, Baldo V, Bonanni P, Castiglia P, Majori S, et al. Six years of activity of the Italian vaccine portal “VaccinarSì”: a web traffic evaluation using google analytics. Ann Ig. 2021 Mar-Apr;33(2):109–22. doi:10.7416/ai.2021.2417.
   PubMed Web of Science ®Google Scholar
• Brandmayr F. Public epistemologies and intellectual interventions in contemporary Italy. Int J Polit Cult Soc. 2021;34(1):47–68. doi:10.1007/s10767-019-09346-3.
   PubMed Web of Science ®Google Scholar
• Di Mauro A, Di Mauro F, Greco C, Giannico OV, Grosso FM, Baldassarre ME, Capozza M, Schettini F, Stefanizzi P, Laforgia N. In-hospital and web-based intervention to counteract vaccine hesitancy in very preterm infants’ families: a NICU experience. Ital J Pediatr. 2021 Sep 16;47(1):190. doi:10.1186/s13052-021-01129-x.
   PubMed Web of Science ®Google Scholar
• Gori D, Durazzi F, Montalti M, Di Valerio Z, Reno C, Fantini MP, Remondini D. Mis-tweeting communication: a vaccine hesitancy analysis among twitter users in Italy. Acta Biomed. 2021 Oct 5;92(S6):e2021416. doi:10.23750/abm.v92iS6.12251.
   PubMedGoogle Scholar
• Melot B, Bordin P, Bertoni C, Tralli V, Zuccali M, Grignolio A, Majori S, Ferro A. Knowledge, attitudes and practices about vaccination in Trentino, Italy in 2019. Hum Vaccin Immunother. 2021 Jan 2;17(1):259–68. doi:10.1080/21645515.2020.1763085.
   PubMed Web of Science ®Google Scholar
• Rovetta A. The impact of COVID-19 on conspiracy hypotheses and risk perception in Italy: infodemiological survey study using Google trends. JMIR Infodemiol. 2021 Aug 6;1(1):e29929. doi:10.2196/29929.
   PubMedGoogle Scholar
• Vai B, Cazzetta S, Ghiglino D, Parenti L, Saibene G, Toti M, Verga C, Wykowska A, Benedetti F. Risk perception and media in shaping protective behaviors: insights from the early phase of COVID-19 Italian outbreak. Front Psychol. 2020 Nov 5;11:563426. doi:10.3389/fpsyg.2020.563426.
   PubMed Web of Science ®Google Scholar
• Boccalini S, Bonanni P, Chiesi F, Pisa GD, Furlan F, Giammarco B, Zanella B, Mandò Tacconi F, Bechini A. The experience of VaccinarSinToscana website and the role of new media in promoting vaccination. Vaccines (Basel). 2020 Nov 3;8(4):644. doi:10.3390/vaccines8040644.
   PubMed Web of Science ®Google Scholar
• Brilli Y, Lucifora C, Russo A, Tonello M. Influenza vaccination behavior and media reporting of adverse events. Health Policy (New York). 2020 Dec;124(12):1403–11. doi:10.1016/j.healthpol.2020.08.010.
   Web of Science ®Google Scholar
• Costantino C, Caracci F, Brandi M, Bono SE, Ferro A, Sannasardo CE, Scarpitta F, Siddu A, Vella C, Ventura G, et al. Determinants of vaccine hesitancy and effectiveness of vaccination counseling interventions among a sample of the general population in Palermo, Italy. Hum Vaccin Immunother. 2020 Oct 2;16(10):2415–21. doi:10.1080/21645515.2020.1728157.
   PubMed Web of Science ®Google Scholar
• Gesualdo F, D’Ambrosio A, Agricola E, Russo L, Campagna I, Ferretti B, Pandolfi E, Cristoforetti M, Tozzi AE, Rizzo C. How do Twitter users react to TV broadcasts dedicated to vaccines in Italy? Eur J Public Health. 2020 Jun 1;30(3):510–5. doi:10.1093/eurpub/ckaa022.
   PubMed Web of Science ®Google Scholar
• Ghezzi P, Bannister PG, Casino G, Catalani A, Goldman M, Morley J, Neunez M, Prados-Bo A, Smeesters PR, Taddeo M, et al. Online information of vaccines: information quality, not only privacy, is an ethical responsibility of search engines. Front Med. 2020 Aug 11;7:400. doi:10.3389/fmed.2020.00400.
   Web of Science ®Google Scholar
• Lovari A, Martino V, Righetti N. Blurred shots: investigating the information crisis around vaccination in Italy. Am Behav Sci. 2020 Jan;65(2):351–70. doi:10.1177/0002764220910245.
   Web of Science ®Google Scholar
• Porreca A, Scozzari F, Di Nicola M. Using text mining and sentiment analysis to analyse YouTube Italian videos concerning vaccination. BMC Public Health. 2020 Feb 19;20(1):259. doi:10.1186/s12889-020-8342-4.
   PubMed Web of Science ®Google Scholar
• Tavoschi L, Quattrone F, D’Andrea E, Ducange P, Vabanesi M, Marcelloni F, Lopalco PL. Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy. Hum Vaccin Immunother. 2020 May 3;16(5):1062–9. doi:10.1080/21645515.2020.1714311.
   PubMed Web of Science ®Google Scholar
• Angioli R, Casciello M, Lopez S, Plotti F, Minco LD, Frati P, Fineschi V, Panici PB, Scaletta G, Capriglione S, et al. Assessing HPV vaccination perceptions with online social media in Italy. Int J Gynecol Cancer. 2019 Mar;29(3):453–8. doi:10.1136/ijgc-2018-000079.
   PubMed Web of Science ®Google Scholar
• Vimercati L, Bianchi FP, Mansi F, Ranieri B, Stefanizzi P, De Nitto S, Tafuri S. Influenza vaccination in health-care workers: an evaluation of an on-site vaccination strategy to increase vaccination uptake in HCWs of a South Italy hospital. Hum Vaccin Immunother. 2019;15(12):2927–32. doi:10.1080/21645515.2019.1625645.
   PubMed Web of Science ®Google Scholar
• Carrieri V, Madio L, Principe F. Vaccine hesitancy and (fake) news: quasi-experimental evidence from Italy. Health Econ. 2019 Nov;28(11):1377–82. doi:10.1002/hec.3937.
   PubMed Web of Science ®Google Scholar
• Costantino C, Casuccio A, Caracci F, Bono S, Calamusa G, Ventura G, Maida CM, Vitale F, Restivo V. Impact of communicative and informative strategies on influenza vaccination adherence and absenteeism from work of health care professionals working at the university hospital of Palermo, Italy: a quasi-experimental field trial on twelve influenza seasons. Vaccines (Basel). 2019 Dec 24;8(1):5. doi:10.3390/vaccines8010005.
   PubMed Web of Science ®Google Scholar
• Salvador Casara BG, Suitner C, Bettinsoli ML. Viral suspicions: vaccine hesitancy in the web 2.0. J Exp Psychol Appl. 2019 Sep;25(3):354–71. doi:10.1037/xap0000211. Epub 2019 Feb 28. PMID: 30816729.
   PubMed Web of Science ®Google Scholar
• Arif N, Al-Jefri M, Bizzi IH, Perano GB, Goldman M, Haq I, Chua KL, Mengozzi M, Neunez M, Smith H, et al. Fake news or weak science? Visibility and characterization of antivaccine webpages returned by Google in different languages and countries. Front Immunol. 2018 Jun 5;9:1215. doi:10.3389/fimmu.2018.01215.
   PubMed Web of Science ®Google Scholar
• Bonanni P. Enlarged free childhood vaccination offer in Italy proposed to curb the rise in the growing anti-vaccine message. Expert Rev Vaccines. 2018 Jan;17(2):103–5. doi:10.1080/14760584.2018.1419069.
   PubMed Web of Science ®Google Scholar
• Costantino C, Restivo V, Ventura G, D’Angelo C, Randazzo MA, Casuccio N, Palermo M, Casuccio A, Vitale F. Increased vaccination coverage among adolescents and young adults in the District of Palermo as a result of a public health strategy to counteract an ‘epidemic panic’. Int J Environ Res Public Health. 2018 May 17;15(5):1014. doi:10.3390/ijerph15051014.
   PubMed Web of Science ®Google Scholar
• Donzelli G, Palomba G, Federigi I, Aquino F, Cioni L, Verani M, Carducci A, Lopalco P. Misinformation on vaccination: a quantitative analysis of YouTube videos. Hum Vaccin Immunother. 2018 Jul 3;14(7):1654–9. doi:10.1080/21645515.2018.1454572.
   PubMed Web of Science ®Google Scholar
• Gilardi F, Castelli Gattinara G, Vinci MR, Ciofi Degli Atti M, Santilli V, Brugaletta R, Santoro A, Montanaro R, Lavorato L, Raponi M, et al. Seasonal influenza vaccination in health care workers. A pre-post intervention study in an Italian paediatric hospital. Int J Environ Res Public Health. 2018 Apr 24;15(5):841. doi:10.3390/ijerph15050841.
   PubMed Web of Science ®Google Scholar
• Odone A, Tramutola V, Morgado M, Signorelli C. Immunization and media coverage in Italy: an eleven-year analysis (2007-17). Hum Vaccin Immunother. 2018;14(10):2533–6. doi:10.1080/21645515.2018.1486156.
   PubMed Web of Science ®Google Scholar
• Panatto D, Amicizia D, Arata L, Lai PL, Gasparini R. A comprehensive analysis of Italian web pages mentioning squalene-based influenza vaccine adjuvants reveals a high prevalence of misinformation. Hum Vaccin Immunother. 2018 Apr 3;14(4):969–77. doi:10.1080/21645515.2017.1407483.
   PubMed Web of Science ®Google Scholar
• Aquino F, Donzelli G, De Franco E, Privitera G, Lopalco PL, Carducci A. The web and public confidence in MMR vaccination in Italy. Vaccine. 2017 Aug 16;35(35 Pt B):4494–8. doi:10.1016/j.vaccine.2017.07.029.
   PubMed Web of Science ®Google Scholar
• Covolo L, Ceretti E, Passeri C, Boletti M, Gelatti U. What arguments on vaccinations run through YouTube videos in Italy? A content analysis. Hum Vaccin Immunother. 2017 Jul 3;13(7):1693–9. doi:10.1080/21645515.2017.1306159.
   PubMed Web of Science ®Google Scholar
• Tabacchi G, Costantino C, Cracchiolo M, Ferro A, Marchese V, Napoli G, Palmeri S, Raia D, Restivo V, Siddu A, et al. ESCULAPIO working group. Information sources and knowledge on vaccination in a population from southern Italy: the ESCULAPIO project. Hum Vaccin Immunother. 2017 Feb;13(2):339–45. doi:10.1080/21645515.2017.1264733.
   PubMed Web of Science ®Google Scholar
• Biasio LR, Corsello G, Costantino C, Fara GM, Giammanco G, Signorelli C, Vecchio D, Vitale F. Communication about vaccination: a shared responsibility. Hum Vaccin Immunother. 2016 Nov;12(11):2984–7. doi:10.1080/21645515.2016.1198456. Epub 2016 Jul 26. PMID: 27458874; PMCID: PMC5137540.
   PubMed Web of Science ®Google Scholar
• Fadda M, Allam A, Schulz PJ. Arguments and sources on Italian online forums on childhood vaccinations: results of a content analysis. Vaccine. 2015 Dec 16;33(51):7152–9. doi:10.1016/j.vaccine.2015.11.007.
   PubMed Web of Science ®Google Scholar
• Ferro A, Odone A, Siddu A, Colucci M, Anello P, Longone M, Marcon E, Castiglia P, Bonanni P, Signorelli C. Monitoring the web to support vaccine coverage: results of two years of the portal VaccinarSì. Epidemiol Prev. 2015 Jul-Aug;39(4 Suppl 1):88–93.
   PubMed Web of Science ®Google Scholar
• Signorelli C, Odone A, Conversano M, Bonanni P. Deaths after Fluad flu vaccine and the epidemic of panic in Italy. BMJ. 2015 Jan 14;350(jan14 23):h116. doi:10.1136/bmj.h116.
   PubMedGoogle Scholar
• Tafuri S, Gallone MS, Gallone MF, Zorico I, Aiello V, Germinario C. Communication about vaccinations in Italian websites: a quantitative analysis. Hum Vaccin Immunother. 2014;10(5):1416–20. doi:10.4161/hv.28268.
   PubMed Web of Science ®Google Scholar
• La Torre G, Miccoli S, Ricciardi W. The Italian alliance for vaccination strategies: Facebook as a learning tool for preventive medicine and public health. Hum Vaccin Immunother. 2014;10(10):2910–4. doi:10.4161/21645515.2014.970497.
   PubMed Web of Science ®Google Scholar
• Covolo L, Mascaretti S, Caruana A, Orizio G, Caimi L, Gelatti U. How has the flu virus infected the web? 2010 influenza and vaccine information available on the Internet. BMC Public Health. 2013 Jan 29;13(1):83. doi:10.1186/1471-2458-13-83.
   PubMedGoogle Scholar
• Trivellin V, Gandini V, Nespoli L. Low adherence to influenza vaccination campaigns: is the H1N1 virus pandemic to be blamed? Ital J Pediatr. 2011 Nov 10;37(1):54. doi:10.1186/1824-7288-37-54.
   PubMedGoogle Scholar
• Tozzi AE, Buonuomo PS, Ciofi Degli Atti ML, Carloni E, Meloni M, Gamba F. Comparison of quality of internet pages on human papillomavirus immunization in Italian and in English. Journal Of Adolescent Health. 2010 Jan;46(1):83–9. doi:10.1016/j.jadohealth.2009.05.006.
   PubMed Web of Science ®Google Scholar
• Johnson NF, Velásquez N, Restrepo NJ, Leahy R, Gabriel N, El Oud S, Zheng M, Manrique P, Wuchty S, Lupu Y. The online competition between pro- and anti-vaccination views. Nature. 2020 Jun;582(7811):230–3. doi:10.1038/s41586-020-2281-1.
   PubMed Web of Science ®Google Scholar
• Wawrzuta D, Jaworski M, Gotlib J, Panczyk M. Characteristics of antivaccine messages on social media: systematic review. J Med Internet Res. 2021 Jun 4;23(6):e24564. doi:10.2196/24564.
   PubMed Web of Science ®Google Scholar
• Germani F, Biller-Andorno N, Lavorgna L. The anti-vaccination infodemic on social media: a behavioral analysis. PloS One. 2021 Mar 3;16(3):e0247642. doi:10.1371/journal.pone.0247642.
   PubMed Web of Science ®Google Scholar
• Catalan-Matamoros D, Peñafiel-Saiz C. How is communication of vaccines in traditional media: a systematic review. Perspect Public Health. 2019 Jan;139(1):34–43. doi:10.1177/1757913918780142.
   PubMed Web of Science ®Google Scholar
• Cinelli M, De Francisci Morales G, Galeazzi A, Quattrociocchi W, Starnini M. The echo chamber effect on social media. Proc Natl Acad Sci USA. 2021 Mar 2;118(9):e2023301118. doi:10.1073/pnas.2023301118.
   PubMedGoogle Scholar
• Cota W, Ferreira SC, Pastor-Satorras R, et al. Quantifying echo chamber effects in information spreading over political communication networks. Epj Data Sci. 2019 8:35. doi:10.1140/epjds/s13688-019-0213-9.
   Web of Science ®Google Scholar
• Google. How Google fights disinformation; accessed 2022 Apr 12. https://kstatic.googleusercontent.com/files/388aa7d18189665e5f5579aef18e181c2d4283fb7b0d4691689dfd1bf92f7ac2ea6816e09c02eb98d5501b8e5705ead65af653cdf94071c47361821e362da55b.
   Google Scholar
• Facebook. Taking action against misinformation across our apps; accessed 2022 Apr 12. https://www.facebook.com/combating-misinfo.
   Google Scholar
• Instagram. Combatting misinformation on instagram; accessed 2022 Apr 12. https://about.instagram.com/blog/announcements/combatting-misinformation-on-instagram.
   Google Scholar
• Twitter. Introducing birdwatch, a community-based approach to misinformation; accessed 2022 Apr 13. https://blog.twitter.com/en_us/topics/product/2021/introducing-birdwatch-a-community-based-approach-to-misinformation.
   Google Scholar
• Puri N, Coomes EA, Haghbayan H, Gunaratne K. Social media and vaccine hesitancy: new updates for the era of COVID-19 and globalized infectious diseases. Hum Vaccin Immunother. 2020 Nov 1;16(11):2586–93. doi:10.1080/21645515.2020.1780846.
   PubMed Web of Science ®Google Scholar
• Fontaine G, Maheu-Cadotte MA, Lavallée A, Mailhot T, Rouleau G, Bouix-Picasso J, Bourbonnais A. Communicating science in the digital and social media ecosystem: scoping review and typology of strategies used by health scientists. JMIR Public Health Surveill. 2019 Sep 3;5(3):e14447. doi:10.2196/14447.
   PubMedGoogle Scholar
• Signorini L, Ceruso FM, Aiello E, Zullo MJ, De Vito D. Vaccine efficacy denial: a growing concern affecting modern science, and impacting public health. Endocr Metab Immune Disord Drug Targets. 2022 Mar 18;22(9):935–43. doi:10.2174/1871530322666220318092909.
   PubMed Web of Science ®Google Scholar
• Karafillakis E, Martin S, Simas C, Olsson K, Takacs J, Dada S, Larson HJ. Methods for social media monitoring related to vaccination: systematic scoping review. JMIR Public Health Surveill. 2021 Feb 8;7(2):e17149. doi:10.2196/17149.
   PubMedGoogle Scholar
• ECDC. Systematic scoping review on social media monitoring methods and interventions relating to vaccine hesitancy; accessed 2022 Apr 10. https://www.ecdc.europa.eu/sites/default/files/documents/vaccine-hesitancy-systematic-scoping-review-social-media.pdf.
   Google Scholar
• Headley SA, Jones T, Kanekar A, Vogelzang J. Using memes to increase health literacy in vulnerable populations. Am J Health Educ. 2022;53(1):11–15. doi:10.1080/19325037.2021.2001777.
   Web of Science ®Google Scholar
• Attwell K, Harper T, Rizzi M, Taylor J, Casigliani V, Quattrone F, Lopalco P. Inaction, under-reaction action and incapacity: communication breakdown in Italy’s vaccination governance. Policy Sci. 2021 Jun;15(3):1–19. doi:10.1007/s11077-021-09427-1.
   Google Scholar
• Tafuri S, Gallone MS, Calabrese G, Germinario C. Adverse events following immunization: is this time for the use of WHO causality assessment? Expert Rev Vaccines. 2015 May;14(5):625–7. doi:10.1586/14760584.2015.1029460.
   PubMed Web of Science ®Google Scholar
• Barello S, Palamenghi L, Graffigna G. Public reaction towards the potential side effects of a COVID-19 vaccine: an Italian cross-sectional study. Vaccines (Basel). 2022 Mar 11;10(3):429. doi:10.3390/vaccines10030429.
   PubMed Web of Science ®Google Scholar
• Stefanizzi P, Bianchi FP, Brescia N, Ferorelli D, Tafuri S. Vaccination strategies between compulsion and incentives. The Italian green pass experience. Expert Rev Vaccines. 2022 Apr;21(4):423–5. doi:10.1080/14760584.2022.2023012.
   PubMed Web of Science ®Google Scholar
• Organisation For Economic Co-operation and Development (OECD). Skills matter: further results from the survey of adult skills. OECD skills studies. Paris: OECD Publishing; 2016 accessed 2022 Apr 2. https://www.oecd-ilibrary.org/docserver/9789264258051-en.pdf?expires=1616323644&id=id&accname=guest&checksum=F8FC011F7EFA1DBCC763319F255BF85B.
   Google Scholar
• Larson HJ, de Figueiredo A, Xiahong Z, Schulz WS, Verger P, Johnston IG, Cook AR, Jones NS. The state of vaccine confidence 2016: global insights through a 67-country survey. EBioMedicine. 2016 Oct;12:295–301. doi:10.1016/j.ebiom.2016.08.042.
   PubMed Web of Science ®Google Scholar
• Lorini C, Santomauro F, Donzellini M, Capecchi L, Bechini A, Boccalini S, Bonanni P, Bonaccorsi G. Health literacy and vaccination: a systematic review. Hum Vaccin Immunother. 2018 Feb 1;14(2):478–88. doi:10.1080/21645515.2017.1392423.
   PubMed Web of Science ®Google Scholar
• Viola C, Toma P, Manta F, Benvenuto M. The more you know, the better you act? Institutional communication in covid-19 crisis management. Technol Forecast Soc Change. 2021 Sep;170:120929. doi:10.1016/j.techfore.2021.120929.
   PubMed Web of Science ®Google Scholar
• Cadeddu C, Daugbjerg S, Ricciardi W, Rosano A. Beliefs towards vaccination and trust in the scientific community in Italy. Vaccine. 2020 Sep 29;38(42):6609–17. doi:10.1016/j.vaccine.2020.07.076.
   PubMed Web of Science ®Google Scholar
• Crescenzi-Lanna L, Valente R, Cataldi S, Martire F. Predictors of young people’s anti-vaccine attitudes in the context of the COVID-19 pandemic. Public Underst Sci. 2023 Jun 28;9636625231179830. doi:10.1177/09636625231179830.
   Web of Science ®Google Scholar
• Sablone S, Spagnolo L, Macorano E, Ciavarella MC, Pascale N, Strisciullo G, Introna F, Di Fazio A. “Freedom and dignity are worth more than life”: the dramatic suicide of an anti-vax man. Healthcare (Basel). 2022 Oct 28;10(11):2141. doi:10.3390/healthcare10112141.
   PubMedGoogle Scholar
• Picelli S, Danielis M, Zanotti R. Better to be unpaid than COVID-19 vaccinated! A qualitative study on Italian nurses suspended from work without salary. Vaccines (Basel). 2023 Jul 14;11(7):1239. doi:10.3390/vaccines11071239.
   PubMed Web of Science ®Google Scholar
• Serrano-Alarcón M, Wang Y, Kentikelenis A, Mckee M, Stuckler D. The far-right and anti-vaccine attitudes: lessons from Spain’s mass COVID-19 vaccine roll-out. Eur J Public Health. 2023 Apr 1;33(2):215–21. doi:10.1093/eurpub/ckac173.
   PubMed Web of Science ®Google Scholar
• WHO. Infodemic; accessed 2022 Apr 10. https://www.who.int/health-topics/infodemic#tab=tab_1.
   Google Scholar
• ONU. Cross-regional statement on “infodemic” in the context of COVID-19; accessed 2022 Apr 7. https://onu.delegfrance.org/IMG/pdf/cross-regional_statement_on_infodemic_final_with_all_endorsements.pdf.
   Google Scholar
• Alvarez-Galvez J, Suarez-Lledo V, Rojas-Garcia A. Determinants of infodemics during Disease outbreaks: a systematic review. Front Public Health. 2021 Mar 29;9:603603. doi:10.3389/fpubh.2021.603603.
   PubMed Web of Science ®Google Scholar
• Salmon DA, Teret SP, MacIntyre CR, Salisbury D, Burgess MA, Halsey NA. Compulsory vaccination and conscientious or philosophical exemptions: past, present, and future. Lancet. 2006 Feb 4;367(9508):436–42. doi:10.1016/S0140-6736(06)68144-0.
   PubMed Web of Science ®Google Scholar
• Mønsted B, Lehmann S. Characterizing polarization in online vaccine discourse-A large-scale study. PloS One. 2022 Feb 9;17(2):e0263746. doi:10.1371/journal.pone.0263746.
   PubMed Web of Science ®Google Scholar
• Steffens MS, Dunn AG, Wiley KE, Leask J. How organisations promoting vaccination respond to misinformation on social media: a qualitative investigation. BMC Public Health. 2019 Oct 23;19(1):1348. doi:10.1186/s12889-019-7659-3.
   PubMed Web of Science ®Google Scholar
• Olijo II. Nigerian media and the global race towards developing a COVID-19 vaccine: do media reports promote contributions from African countries? Ianna J Interdiscip Stud. 2020;2(1):Regular issue.
   Google Scholar
• Odii A, Ngwu MO, Aniakor MC, Owelle IC, Aniagboso MC, Uzuanwu OW. Effect of COVID-19 lockdown on poor urban households in Nigeria. Where do we go from here? Ianna J Interdiscip Stud. 2020;2(1):Regular issue.
   Google Scholar
• Ahmed S, Rasul ME, Cho J. Social media news use induces COVID-19 vaccine hesitancy through skepticism regarding its efficacy: a longitudinal study from the United States. Front Psychol. 2022 Jun 10;13:900386. doi:10.3389/fpsyg.2022.900386.
   PubMed Web of Science ®Google Scholar
• Van Nguyen D, Nguyen PH. Social media and COVID-19 vaccination hesitancy: mediating role of the COVID-19 vaccine perception. Heliyon. 2022 Sep 13;8(9):e10575. doi:10.1016/j.heliyon.2022.e10575.
   PubMed Web of Science ®Google Scholar
• Bar-Lev S, Reichman S, Barnett-Itzhaki Z. Prediction of vaccine hesitancy based on social media traffic among Israeli parents using machine learning strategies. Isr J Health Policy Res. 2021 Aug 23;10(1):49. doi:10.1186/s13584-021-00486-6.
   PubMed Web of Science ®Google Scholar
• Agujiobi-Odoh N, Joseph IV, Blessing CO, Amaechi C, Muoh O, Nwokolo P, Celestine GV. Rethinking the frontiers of vaccine acceptance: impact of visual messages in promoting the actual intake of COVID-19 vaccines among vulnerable populations. Human Vaccines & Immunotherapeutics. 2023 Dec 31;19(1):2163811. doi:10.1080/21645515.2022.2163811.
   PubMed Web of Science ®Google Scholar
• He K, Mack WJ, Neely M, Lewis L, Anand V. Parental perspectives on immunizations: impact of the COVID-19 pandemic on childhood vaccine hesitancy. J Community Health. 2022 Feb;47(1):39–52. doi:10.1007/s10900-021-01017-9.
   PubMed Web of Science ®Google Scholar