Infodemic insights: Mapping COVID-19’s digital discourse in Romania

Andrei Răzvan Sǎvescu; Miruna Mazurencu-Marinescu-Pele; Alexandra-Ioana Conda; Vlad Bolovǎneanu; Daniel Traian Pele

doi:10.2478/mmcks-2025-0003

References

Abdeen, M., Hamed, A., & Wu, X. (2021). Fighting the covid-19 infodemic in news articles and false publications: The neonet text classifier, a supervised machine learning algorithm. Applied Sciences, 11(16), 7265. doi: 10.20944/preprints202106.0482.v3.
Open DOI Search in Google Scholar Back to article
Adekoya, C., & Fasae, J. (2021). Social media and the spread of covid-19 infodemic. Global Knowledge Memory and Communication, 71(3), 105–120. doi: 10.1108/gkmc-11-2020-0165.
Open DOI Search in Google Scholar Back to article
Altiparmakis, A., Bojar, A., Brouard, S., Foucault, M., Kriesi, H., & Nadeau, R. (2021). Pandemic politics: Policy evaluations of government responses to COVID-19. West European Politics, 44(5–6), 1159–1179. doi: 10.1080/01402382.2021.1930754.
Open DOI Search in Google Scholar Back to article
Andrei, D. M. (2022). Excess mortality associated with the COVID-19 pandemic in Romania. Ovidius University Annals, Economic Sciences Series, 22(1), 2–11.
Search in Google Scholar Back to article
Asif, M., Zhiyong, D., Iram, A., & Nisar, M. (2021). Linguistic analysis of neologism related to coronavirus (COVID-19). Social Sciences & Humanities Open, 4(1), 100201. doi: 10.1016/j.ssaho.2021.100201.
Open DOI Search in Google Scholar Back to article
Chen, X., Lee, W., & Lin, F. (2022). Infodemic, institutional trust, and COVID-19 vaccine hesitancy: A cross-national survey. International Journal of Environmental Research and Public Health, 19(13), 8033. doi: 10.3390/ijerph19138033.
Open DOI Search in Google Scholar Back to article
Choi, Y., & Fox, A. M. (2022). Mistrust in public health institutions is a stronger predictor of vaccine hesitancy and uptake than Trust in Trump. Social Science & Medicine (1982), 314, 115440. doi: 10.1016/j.socscimed.2022.115440.
Open DOI Search in Google Scholar Back to article
Cinelli, M., Quattrociocchi, W., Galeazzi, A., Valensise, C. M., Brugnoli, E., Schmidt, A. L., & Scala, A. (2020). The COVID-19 social media infodemic. Scientific Reports, 10(1), 16598. doi: 10.1038/s41598-020-73510-5.
Open DOI Search in Google Scholar Back to article
CrowdTangle Team. (2023). CrowdTangle. Facebook, Menlo Park, California, United States. [1714093].
Search in Google Scholar Back to article
Dascalu, S., Geambasu, O., Raiu, C. V., Azoicai, D., Popovici, E. D., & Apetrei, C. (2021). COVID-19 in Romania: What went wrong? Frontiers in Public Health, 9, 813941. doi: 10.3389/fpubh.2021.813941.
Open DOI Search in Google Scholar Back to article
Fernandez, G., Maione, C., Yang, H., Zaballa, K., Bonnici, N., Carter, J., Spitzberg, B. H., Jin, C., & Tsou, M. H. (2022). Social network analysis of COVID-19 sentiments: 10 Metropolitan Cities in Italy. International Journal of Environmental Research and Public Health, 19(13), 7720. doi: 10.3390/ijerph19137720.
Open DOI Search in Google Scholar Back to article
Freire, N. (2023). Impacts of the infodemic on COVID-19 for Brazilian health professionals. Ciência & Saúde Coletiva, 28(10), 3045–3056. doi: 10.1590/1413-812320232810.13902022en.
Open DOI Search in Google Scholar Back to article
Gavgani, Z. V. (2020). Infodemic in the global coronavirus crisis. Depiction of Health, 11(1), 1–5. doi: 10.34172/DOH.2020.01.
Open DOI Search in Google Scholar Back to article
Ghoushchi, S., Bonab, S., & Ghiaci, A. (2023). A decision-making framework for COVID-19 infodemic management strategies evaluation in spherical fuzzy environment. Stochastic Environmental Research and Risk Assessment, 37(4), 1635–1648. doi: 10.1007/s00477-022-02355-3.
Open DOI Search in Google Scholar Back to article
Gisondi, M., Chambers, D., La, T., Ryan, A., Shankar, A., Xue, A., & Barber, R. (2022). A stanford conference on social media, ethics, and COVID-19 misinformation (INFODEMIC): Qualitative thematic analysis. Journal of Medical Internet Research, 24(2), e35707. doi: 10.2196/35707.
Open DOI Search in Google Scholar Back to article
Golos, A., Guntuku, S., Piltch-Loeb, R., Leininger, L., Simanek, A., Kumar, A. & Buttenheim, A. (2023). Dear Pandemic: A topic modeling analysis of COVID-19 information needs among readers of an online science communication campaign. Plos One, 18(3), e0281773. doi: 10.1371/journal.pone.0281773.
Open DOI Search in Google Scholar Back to article
Guarino, S, Pierri, F, Di Giovanni, M, & Celestini, A. (2021). Information disorders during the COVID-19 infodemic: The case of Italian Facebook. Online Social Networks and Media, 22, 100124. doi: 10.1016/j.osnem.2021.100124.
Open DOI Search in Google Scholar Back to article
Gupta, G., Ashish, H. L., Farnoush, A., & Jiang, W. (2021). Understanding patterns of COVID infodemic: A systematic and pragmatic approach to curb fake news. Journal of Business Research, 140, 670–683. doi: 10.1016/j.jbusres.2021.11.032.
Open DOI Search in Google Scholar Back to article
Hu, Z., Yang, Z., Li, Q., & Zhang, A. (2020). The COVID-19 infodemic: Infodemiology study analyzing stigmatizing search terms. Journal of Medical Internet Research, 22(11), e22639. doi: 10.2196/22639.
Open DOI Search in Google Scholar Back to article
Hua, J., & Shaw, R. (2020). Corona virus (COVID-19) “infodemic” and emerging issues through a data lens: The case of China. International Journal of Environment Research and Public Health, 17(7), 2309. doi: 10.3390/ijerph17072309.
Open DOI Search in Google Scholar Back to article
Kaul, A., & Guaba, R. (2022). Communication through Social Media: Fake or Reality. IntechOpen. doi: 10.5772/intechopen.99719.
Open DOI Search in Google Scholar Back to article
Koltay, T. (2022). The width and depth of literacies for tackling the COVID-19 infodemic. Journal of Documentation, 79(2), 269–280. doi: 10.1108/jd-01-2022-0007.
Open DOI Search in Google Scholar Back to article
Kontis, V., Bennett, J. E., Parks, R. M., Rashid, T., Pearson-Stuttard, J., Asaria, P., Zhou, B., Guillot, M., Mathers, C. D., Khang, Y. H., McKee, M., & Ezzati, M. (2022). Lessons learned and lessons missed: Impact of the coronavirus disease 2019 (COVID-19) pandemic on all-cause mortality in 40 industrialized countries and US states prior to mass vaccination. Wellcome Open Research, 6, 279. doi: 10.12688/wellcomeopenres.17253.2.
Open DOI Search in Google Scholar Back to article
Kundhalini, A. (2023). Infodemic threat as an obstacle in the covid-19 pandemic handling in Indonesia. International Journal of Humanities Education and Social Sciences, 3(2), 1004–1010. doi: 10.55227/ijhess.v3i2.609.
Open DOI Search in Google Scholar Back to article
Lee, A., Kakoschke, N., Higgins, L., Reeson, A., & Brindal, E. (2023). The invisible burden of managing covid-19 for Australian women: Cognitive labor and public health information. Frontiers in Public Health, 11, 1041944. doi: 10.3389/fpubh.2023.1041944.
Open DOI Search in Google Scholar Back to article
Lohiniva, A., Nurzhynska, A., Al-hassan, H., Anim, B., & Aboagye, D. (2022). Infodemic management using digital information and knowledge cocreation to address COVID-19 vaccine hesitancy: Case study from Ghana. JMIR Infodemiology, 2(2), e37134. doi: 10.2196/37134.
Open DOI Search in Google Scholar Back to article
Luo, J., Peng, D., Shi, L., El Baz, D., & Liu, X. (2023). A comparative analysis of the COVID-19 Infodemic in English and Chinese: Insights from social media textual data. Frontiers in Public Health, 11, 1281259. doi: 10.3389/fpubh.2023.1281259.
Open DOI Search in Google Scholar Back to article
Luo, J., Xue, R., Hu, J., & Baz, D. (2021). Combating the infodemic: A Chinese infodemic dataset for misinformation identification. Healthcare, 9(9), 1094. doi: 10.3390/healthcare9091094.
Open DOI Search in Google Scholar Back to article
Mărcău, F. C., Purec, S., & Niculescu, G. (2022). Study on the refusal of vaccination against COVID-19 in Romania. Vaccines (Basel), 10(2), 261. doi: 10.3390/vaccines10020261. PMID: 35214719; PMCID: PMC8879492.
Open DOI Search in Google Scholar Back to article
Media Ownership Monitor Romania. (2024). Media ownership in Romania. https://media-ownership.eu/findings/countries/romania/.
Search in Google Scholar Back to article
Mourad, A., Srour, A., Harmanani, H., Jenainati, C., & Arafeh, M. (2024). Critical impact of social networks infodemic on defeating coronavirus COVID-19 pandemic: Twitter-based study and research directions. IEEE Transactions on Network and Service Management, 17(4), 2145–2155. doi: 10.1109/TNSM.2020.3031034.
Open DOI Search in Google Scholar Back to article
Naeem, S., & Bhatti, R. (2020). The Covid‐19 ‘infodemic’: A new front for information professionals. Health Information & Libraries Journal, 37(3), 233–239. doi: 10.1111/hir.12311.
Open DOI Search in Google Scholar Back to article
Papapicco, C. (2020). Informative contagion: The coronavirus (COVID-19) in Italian journalism. Online Journal of Communication and Media Technologies, 10(3), e202014. doi: 10.29333/ojcmt/7938.
Open DOI Search in Google Scholar Back to article
Popa, A. D., Enache, A. I., Popa, I. V., Antoniu, S. A., Dragomir, R. A., & Burlacu, A. (2022). Determinants of the hesitancy toward COVID-19 vaccination in Eastern European countries and the relationship with health and vaccine literacy: A literature review. Vaccines, 10(5), 672. doi: 10.3390/vaccines10050672.
Open DOI Search in Google Scholar Back to article
Priest, S., & Myrick, J. G. (2020). Communicating risk and uncertainty in the face of COVID-19. Science Communication, 42(5), 559–561. doi: 10.1177/1075547020962104.
Open DOI Search in Google Scholar Back to article
Radu, B. (2021). Trust in public institutions and compliance with measures against the COVID-19 pandemic. Case study on the Metropolitan Area of Cluj, Romania. Transylvanian Review of Administrative Sciences, 17(63), 128–150. doi: 10.24193/tras.63E.7.
Open DOI Search in Google Scholar Back to article
Roos, M., & Reccius, M. (2024). Narratives in economics. Journal of Economic Surveys, 38, 303–341. doi: 10.1111/joes.12576.
Open DOI Search in Google Scholar Back to article
Rovetta, A., & Bhagavathula, A. (2020). Global infodemiology of COVID-19: Analysis of Google web searches and Instagram Hashtags. Journal of Medical Internet Research, 22(8), e20673. doi: 10.1101/2020.05.21.20108910.
Open DOI Search in Google Scholar Back to article
Rovetta, A., & Castaldo, L. (2021). Influence of mass media on Italian web users during the COVID-19 pandemic: Infodemiological analysis. JMIRx Med, 2(4), e32233. doi: 10.2196/32233.
Open DOI Search in Google Scholar Back to article
Secosan, I., Virga, D., Crainiceanu, Z. P., Bratu, L. M., & Bratu, T. (2020). Infodemia: Another enemy for Romanian frontline healthcare workers to fight during the COVID-19 outbreak. Medicina (Kaunas, Lithuania), 56(12), 679. doi: 10.3390/medicina56120679.
Open DOI Search in Google Scholar Back to article
Seytre, B. (2022). Public perceptions, more than misinformation, explain poor adherence to proven COVID-19 control measures. American Journal of Tropical Medicine and Hygiene, 106(4), 1000–1002. doi: 10.4269/ajtmh.21-1251.
Open DOI Search in Google Scholar Back to article
Shiller, R. J. (2017). Narrative economics. American Economic Review, 107(4), 967–1004. doi: 10.1257/aer.107.4.967.
Open DOI Search in Google Scholar Back to article
Statista. (2024). Social media usage in Romania. https://www.statista.com/topics/7134/social-media-usage-in-romania/.
Search in Google Scholar Back to article
Su, Z., McDonnell, D., Wen, J., Kozak, M., Abbas, J., Šegalo, S. & Xiang, Y. (2021). Mental health consequences of covid-19 media coverage: The need for effective crisis communication practices. Globalization and Health, 17, 4. doi: 10.1186/s12992-020-00654-4.
Open DOI Search in Google Scholar Back to article
Susanti, R., Juniarti, N., & Nurhasanah, N. (2021). Culture versus technology: Bridging the gap to improve COVID-19 prevention and care based on the COVID-19 task force perspectives. Open Access Macedonian Journal of Medical Sciences, 9(T6), 92–100. doi: 10.3889/oamjms.2021.7586.
Open DOI Search in Google Scholar Back to article
Thakur, N. (2022). A Large-Scale Dataset of Twitter Chatter about Online Learning during the Current COVID-19 Omicron Wave. Data, 7(8), 109. doi: 10.3390/data7080109.
Open DOI Search in Google Scholar Back to article
White, B., Ishizumi, A., Yau, B., Wright, A., Lavery, L., Nguyen, T., & Purnat, T. (2023). Narrative trends over the COVID-19 pandemic: Digital social listening to inform WHO infodemic management. Studies in Health Technology and informatics, 302, 893–894. doi: 10.3233/shti230297.
Open DOI Search in Google Scholar Back to article
White, B., Phuong, L., Roach, J., Teggelove, N., & Wallace, H. (2022). Pandemics, infodemics and health promotion. Health Promotion Journal of Australia, 34(1), 169–172. doi: 10.1002/hpja.644.
Open DOI Search in Google Scholar Back to article
Williams, N., Wassler, P., & Ferdinand, N. (2020). Tourism and the covid-(mis)infodemic. Journal of Travel Research, 61(1), 214–218. doi: 10.1177/0047287520981135.
Open DOI Search in Google Scholar Back to article
World Health Organization. (2020). Munich Security Conference. WHO.
Search in Google Scholar Back to article
Yang, K. C., Pierri, F., Hui, P. M., Axelrod, D., Torres-Lugo, C., Bryden, J., & Menczer, F. (2021). The COVID-19 infodemic: Twitter versus facebook. Big Data & Society, 8(1), 20539517211013861. doi: 10.1177/20539517211013861.
Open DOI Search in Google Scholar Back to article
Yang, K. C., Torres-Lugo, C., & Menczer, F. (2020). Prevalence of low-credibility information on twitter during the COVID-19 outbreak. In Proceedings of the Fourteenth International AAAI Conference on Web and Social Media (ICWSM 2020). doi: 10.48550/arXiv.2004.14484.
Open DOI Search in Google Scholar Back to article
Ying, W., & Cheng, C. (2021). Public emotional and coping responses to the COVID-19 infodemic: A review and recommendations. Frontiers in Psychiatry, 12, 755938. doi: 10.3389/fpsyt.2021.755938.
Open DOI Search in Google Scholar Back to article
Zarocostas, J. (2020). How to fight an infodemic. The Lancet, 395(10225), 676. doi: 10.1016/S0140-6736(20)30461-X.
Open DOI Search in Google Scholar Back to article
Zielinski, C. (2021). Infodemics and infodemiology: A short history, a long future. Revista Panamericana de Salud Pública, 45, e40. doi: 10.26633/RPSP.2021.40.
Open DOI Search in Google Scholar Back to article

Infodemic insights: Mapping COVID-19’s digital discourse in Romania

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