Point and Line to Disinformation
Or If Graphic Design Can Influence the Perception of Political Journalism
DOI:
https://doi.org/10.82068/pgjournal.2026.23.42.03Keywords:
Media Bias, Logical Fallacies, Debunking, Information Visualization, Evidence-Based DesignAbstract
Political news is characterised by the recurrence of cognitive distortions, polarised perspectives, systematic biases, and fallacious arguments, all of which significantly contribute to the shaping of public opinion. Given that in democratic systems political action is defined by the will of the people, limiting the impact of these agents and ensuring an adequately informed citizenry is a paramount priority for the proper functioning of public affairs. This research investigates the relationship between visual communication and political news, focusing on the potential efficacy of graphic design within the fight against misinformation. Following a review of the existing literature, an experiment is conducted to verify the specific effectiveness of one of the best practices suggested in the literature (inoculation theory) combined with a graphic representation (Euler diagrams) in mitigating a specific logical fallacy (false cause). The results show a substantial equivalence between the experimental and control groups, but simultaneously highlight a greater capacity for recognising the distortion among those who demonstrate an understanding of the fallacy. Further investigations are therefore encouraged to explore the multiple graphic and design combinations offered by the proposed theoretical framework, while integrating into evaluations additional relevant variables such as cognitive attention and engagement.
References
Gentzkow, M., & Shapiro, J. M. (2010). What drives media slant? Evidence from U.S. daily newspapers. Econometrica, 78(1), 35–71. https://doi.org/10.3982/ECTA7195
Gentzkow, M., & Shapiro, J. M. (2011). Ideological segregation online and offline. The Quarterly Journal of Economics, 126(4), 1799–1839. https://doi.org/10.1093/qje/qjr044
Giorgi, A. (2012). The Cultural Construction of Migrant Women in the Italian Press. E-Cadernos CES, 16. https://doi.org/10.4000/eces.1026
Greussing, E., & Boomgaarden, H. G. (2018). Simply Bells and Whistles? Digital Journalism, 7(2), 273–293. https://doi.org/10.1080/21670811.2018.1488598
Hamborg, F., Meuschke, N., & Gipp, B. (2018). Bias-aware news analysis using matrix-based news aggregation. International Journal on Digital Libraries, 21(2), 129–147. https://doi.org/10.1007/s00799-018-0239-9
Hil, D., & Lachenmeier, N. (2022). Visualizing complexity: Modular information design handbook. Birkhäuser. https://doi.org/10.1515/9783035625066
Hruschka, T. M. J., & Appel, M. (2023). Learning about informal fallacies and the detection of fake news: An experimental intervention. PLOS ONE, 18(3), e0283238. https://doi.org/10.1371/journal.pone.0283238
Immigrazione in Italia: tra realtà e percezione. (2018, August 27). Istituto Cattaneo. https://www.cattaneo.org/immigrazione-in-italia-tra-realta-e-percezione/
Jin, Z., Lalwani, A., Vaidhya, T., Shen, X., Ding, Y., Lyu, Z., Sachan, M., Mihalcea, R., & Schölkopf, B. (2022). Logical Fallacy Detection. ArXiv. https://doi.org/10.48550/arxiv.2202.13758
Joshi, D. K. (2021). A new conceptualization of the political left and right: One dimension, multiple domains. Canadian Journal of Political Science/Revue canadienne de science politique, 54(2), 345–366. https://doi.org/10.1017/S0008423921000640
Kim, A., & Dennis, A. R. (2019). Says who? How news presentation format influences perceived believability and the engagement level of social media users. MIS Quarterly, 43(3), 1025–1039. https://doi.org/10.25300/MISQ/2019/15188
Kozyreva, A., Lewandowsky, S., & Hertwig, R. (2020). Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools. Psychological Science in the Public Interest, 21(3), 103–156. https://doi.org/10.1177/1529100620946707
Kozyreva, A., Lorenz-Spreen, P., Herzog, S. M., Ecker, U. K. H., Lewandowsky, S., Hertwig, R., Ali, A., Bak-Coleman, J., Barzilai, S., Basol, M., Berinsky, A. J., Betsch, C., Cook, J., Fazio, L. K., Geers, M., Guess, A. M., Huang, H., Larreguy, H., Maertens, R., & Panizza, F. (2024). Toolbox of individual-level interventions against online misinformation. Nature Human Behaviour, 8(6), 1044–1052. https://doi.org/10.1038/s41562-024-01881-0
Kull, S., Ramsay, C., & Lewis, E. (2003). Misperceptions, the Media, and the Iraq War. Political Science Quarterly, 118(4), 569–598.
Levy, R. (2021). Social media, news consumption, and polarization: Evidence from a field experiment. American Economic Review, 111(3), 831–870. https://doi.org/10.1257/aer.20191777
Lewandowsky, S., Ecker, U. K. H., Seifert, C. M., Schwarz, N., & Cook, J. (2012). Misinformation and Its Correction: Continued Influence and Successful Debiasing. Psychological Science in the Public Interest, 13(3), 106–131. https://doi.org/10.1177/1529100612451018
Lewandowsky, S., Cook, J., Ecker, U. K. H., Albarracín, D., Kendeou, P., Lombardi, D., Newman, E. J., Pennycook, G., Porter, E., Rand, D. G., Rapp, D. N., Reifler, J., Roozenbeek, J., Schmid, P., Seifert, C. M., Sinatra, G. M., Swire-Thompson, B., van der Linden, S., Vraga, E. K., ... Zaragoza, M. S. (2021). The Debunking Handbook 2020. https://doi.org/10.17910/b7.1182
Ling, R. S. (2012). Taken for grantedness: The embedding of mobile communication into society. MIT Press.
Martel, C., & Rand, D. G. (2023). Misinformation warning labels are widely effective: A review of warning effects and their moderating features. Current Opinion in Psychology, 54, 101710. https://doi.org/10.1016/j.copsyc.2023.101710
McCombs, M., & Reynolds, A. (2009). The poll with a human face: The National Issues Convention experiment in political communication. Routledge.
McGuire, W. J., & Papageorgis, D. (1961). The relative efficacy of various types of prior belief-defense in producing immunity against persuasion. The Journal of Abnormal and Social Psychology, 62(2), 327–337. https://doi.org/10.1037/h0042026
McPhedran, R., Ratajczak, M., Mawby, M., King, E., Yang, Y., & Gold, N. (2023). Psychological inoculation protects against the social media infodemic. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-32962-1
Michael, E., & Breaux, D. A. (2021). Measuring ideology in American public opinion: Comparing the liberal-conservative scale and feeling thermometers. The Social Science Journal, 1–16. https://doi.org/10.1080/03623319.2021.1989877
Oestermeier, U., & Hesse, F. W. (2000). Verbal and visual causal arguments. Cognition, 75(1), 65–104. https://doi.org/10.1016/s0010-0277(00)00060-3
Padilla, L. M. K., Creem-Regehr, S. H., Hegarty, M., & Stefanucci, J. K. (2018). Decision making with visualizations: A cognitive framework across disciplines. Cognitive Research: Principles and Implications, 3(1). https://doi.org/10.1186/s41235-018-0120-9
Paz García, A., & Brussino, S. A. (2020). Efectos del tratamiento periodístico sesgado ideológicamente en el procesamiento cognitivo de información política. Un abordaje experimental. Opinião Pública, 26(2), 351–376. https://doi.org/10.1590/1807-01912020262351
Perondi, L. (2012). Sinsemie: Scrivere, progettare, rappresentare. Stampa Alternativa.
Perondi, L., & Romei, L. (2022). Cose che si possono mostrare meglio con le figure: Analisi sinsemica degli anelli trinitari nel Liber Figurarum di Gioacchino da Fiore. Giornale di Storia, 40.
Perse, E. M. (2001). Media effects and society. Lawrence Erlbaum Associates.
Prior, M. (2013). Media and political polarization. Annual Review of Political Science, 16(1), 101–127. https://doi.org/10.1146/annurev-polisci-100711-135242
Rau, M. A. (2016). Conditions for the Effectiveness of Multiple Visual Representations in Enhancing STEM Learning. Educational Psychology Review, 29(4), 717–761. https://doi.org/10.1007/s10648-016-9365-3
Redazione Pagella Politica. (2020). No, con i governi di centrosinistra non sono diminuiti 'tutti i reati'. Pagella Politica. https://pagellapolitica.it/fact-checking/no-con-i-governi-di-centrosinistra-non-sono-diminuiti-tutti-i-reati.
Reynolds, A., & McCombs, M. (2002). News influence on our pictures of the world. In J. Bryant & D. Zillmann (Eds.), Media effects: Advances in theory and research (2nd ed., pp. 1–18). Lawrence Erlbaum Associates.
Rodrigo-Ginés, F.-J., Carrillo-de-Albornoz, J., & Plaza, L. (2023). A systematic review on media bias detection: What is media bias, how it is expressed, and how to detect it. Expert Systems with Applications, 237, 121641. https://doi.org/10.1016/j.eswa.2023.121641
Roozenbeek, J., & van der Linden, S. (2019). Fake news game confers psychological resistance against online misinformation. Palgrave Communications, 5(1). https://doi.org/10.1057/s41599-019-0279-9
Roozenbeek, J., & Linden, S. van der. (2020). Breaking Harmony Square: A game that "inoculates" against political misinformation. Harvard Kennedy School Misinformation Review, 1(8). https://doi.org/10.37016/mr-2020-47
Sablone, L. (2020). Fiano all'attacco: 'Dobbiamo cancellare i decreti Sicurezza'. Il Giornale. https://www.ilgiornale.it/news/politica/fiano-allattacco-dobbiamo-cancellare-i-decreti-sicurezza-1822964.html.
Sasseen, J., Olmstead, K., & Mitchell, A. (2013). Digital: As mobile grows rapidly, the pressures on news intensify. In The state of the news media 2013. Pew Research Center.
Sato, Y., Mineshima, K., & Takemura, R. (2010). The efficacy of Euler and Venn diagrams in deductive reasoning: Empirical findings. In A. K. Goel, M. Jamnik, & N. H. Narayanan (Eds.), Diagrams 2010: Diagrammatic Representation and Inference (pp. 6–22). Springer. https://doi.org/10.1007/978-3-642-14600-8_6
Schoenherr, J., Strohmaier, A. R., & Schukajlow, S. (2024). Learning with visualizations helps: A meta-analysis of visualization interventions in mathematics education. Educational Research Review, 44, 100639. https://doi.org/10.1016/j.edurev.2024.100639
Snyder, J. M., & Strömberg, D. (2010). Press Coverage and Political Accountability. Journal of Political Economy, 118(2), 355–408. https://doi.org/10.1086/652903
Spinde, T. (2021). An Interdisciplinary Approach for the Automated Detection and Visualization of Media Bias in News Articles [Doctoral dissertation]. University of Konstanz. https://doi.org/10.18419/opus-11925
Spinde, T., Hamborg, F., Donnay, K., Becerra, A., & Gipp, B. (2021). Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias. Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. https://doi.org/10.1145/3383583.3398619
Spinde, T., Krieger, L., Ruas, T., Mitrović, J., Göring, S., Aizawa, A., Meuschke, N., & Gipp, B. (2022). MBIC - A Media Bias Annotation Dataset Including Annotator Characteristics. Proceedings of the 22nd ACM/IEEE Joint Conference on Digital Libraries. https://doi.org/10.1145/3529372.3530936
Sundar, S. S. (1999). Exploring Receivers' Criteria for Perception of Print and Online News. Journalism & Mass Communication Quarterly, 76(2), 373–386. https://doi.org/10.1177/107769909907600213
Walter, N., Cohen, J., Holbert, R. L., & Morag, Y. (2019). Fact-Checking: A Meta-Analysis of What Works and for Whom. Political Communication, 37(3), 1–26. https://doi.org/10.1080/10584609.2019.1668894
Westlund, O. (2015). News consumption in an age of mobile media: Patterns, people, place, and participation. Mobile Media & Communication, 3(2), 151–159. https://doi.org/10.1177/2050157914563369
Westlund, O., & Färdigh, M. A. (2012). Displacing and complementing effects of news sites on newspapers 1998-2009. International Journal on Media Management, 14(3), 177–194. https://doi.org/10.1080/14241277.2012.657804
Westlund, O., & Färdigh, M. A. (2014). Accessing the news in an age of mobile media: Tracing displacing and complementary effects of mobile news on newspapers and online news. Mobile Media & Communication, 3(1), 53–74. https://doi.org/10.1177/2050157914549039
Zheng, Y., Cai, X., Li, L., & Zhao, Y. (2021). The effectiveness of Venn diagrams in problem solving: A combined eye-tracking and data analysis approach. Visual Informatics, 5(1), 43–52. https://doi.org/10.1016/j.visinf.2021.01.003
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