Teorik Makale
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The Intuitive Trap: Understanding Cognitive Bias in the Digital Age

Yıl 2024, Sayı: 17, 345 - 364, 26.12.2024
https://doi.org/10.55609/yenimedya.1545623

Öz

This article presents a philosophical perspective on the relationship between critical thinking and new media, employing dual-process theories to explore the cognitive mechanisms involved. Dual-process theories, which distinguish between fast, intuitive thinking and slower, analytical reasoning, provide a valuable framework for understanding how individuals engage with the overwhelming flow of information in digital environments. The paper argues that while critical thinking is traditionally seen as an analytical activity, more is needed in the context of new media. The fast-paced, heuristic-driven nature of digital content - ranging from rapidly evolving news feeds to algorithm-driven information ecosystems - means that intuitive processes often dominate user engagement, leading to cognitive biases. Therefore, this work advocates for a holistic approach that balances the need for criticality in new media with an understanding of both intuitive and analytical thinking. By offering a novel integration of dual-process theories with media literacy frameworks, this study demonstrates how a comprehensive awareness of cognitive mechanisms can lead to more effective critical engagement with digital content. The findings underscore the importance of a dual approach in fostering both reflective and adaptive new media literacy, and the results highlight the limitations of purely analytical methods while emphasizing the value of heuristic awareness in navigating complex new media environments.

Kaynakça

  • Bulger, M., & Davison, P. (2018). The promises, challenges, and futures of media literacy. Journal of Media Literacy Education. 10(1), 1-21. https://doi.org/10.23860/JMLE-2018-10-1-1
  • Brey, P., & Søraker, J. H. (2009). Philosophy of computing and information technology. Philosophy of Technology and Engineering Sciences. 9(9), 1341–1407. https://doi.org/10.1016/b978-0-444-51667-1.50051-3
  • Chen, D.-T. W.-M. (2011). Unpacking new media literacy. Journal of Systemics, Cybernetics and Informatics. 9(2), 84-88. https://dx.doi.org/10.1016/j.compedu.2015.02.006
  • De keersmaecker, J., & Roets, A. (2017). Fake news: Incorrect, but hard to correct. The role of cognitive ability on the impact of false information on social impressions. Intelligence. 65, 107-110. https://doi.org/10.1016/j.intell.2017.10.005
  • Dewey, J. (1933). How we think: A restatement of the relation of reflective thinking to the educative process. Boston: D.C. Heath and Co.
  • Dwyer, C. P. (2023). An Evaluative Review of Barriers to Critical Thinking in Educational and Real-World Settings. Journal of Intelligence. 11(6), Article 105. https://doi.org/10.3390/jintelligence11060105
  • Ennis, R. (2011). Critical thinking. Inquiry: Critical Thinking Across the Disciplines. 26(1), 4-18. https://doi.org/10.5840/inquiryctnews201126215
  • Evans, J. S. (1989). Bias in Human Reasoning: Causes and Consequences. Lawrence Erlbaum Associates, Inc.
  • Evans, J. S. (2006). The heuristic-analytic theory of reasoning: Extension and evaluation. Posuyrcnhaolnomic Bulletin & Review, 13(3), 378-395. https://doi.org/10.3758/BF03193858
  • Evans, J. S. (2008). Dual-processing accounts of reasoning, judgment, and social cognition. Annual Review of Psychology. 59, 255-278. https://doi.org/10.1146/annurev.psych.59.103006.093629
  • Evans, J. S. (2019). Reflections on reflection: the nature and function of type 2 processes in dual-process theories of reasoning. Thinking & Reasoning. 25(4), 383–415. https://doi.org/10.1080/13546783.2019.1623071
  • Evans, J. S., & Frankish, K. (2009). The duality of mind: An historical perspective. In J. S. Evans, & K. Frankish, In Two Minds: Dual Processes and Beyond. (pp. 1-30). Oxford. https://doi.org/10.1093/acprof:oso/9780199230167.003.0001
  • Facione, P. A. (1990). Critical thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction—The Delphi report. Millbrae: California Academic Press.
  • Facione, P. A. (2020). Critical Thinking: What It Is and Why It Counts. Retrieved on August 2024 from https://www.etsu.edu/teaching/documents/whatwhy.pdf
  • Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry. American Psychologist. 34(10), 906-911. https://doi.org/10.1037/0003-066X.34.10.906
  • Francisco-Javier, R.-G., Carrillo-de-Albornoz, J., & Plaza, L. (2024). A systematic review on media bias detection: What is media bias, how it is expressed, and how to detect it. 237. Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2023.121641
  • Frankish, K. (2010). Dual-process and dual-system theories of reasoning. Philosophy Compass, 5(10), 914–926. https://doi.org/10.1111/j.1747-9991.2010.00330.x 
  • Gendler, T. (2008). Alief in action (and reaction). Mind & Language. 23(5), 552–585. https://doi.org/10.1111/j.1468- 0017.2008.00352.x
  • Gigerenzer, G., & Gaissmaier, W. (2011). Heuristic decision making. Annual Review of Psychology. 62, 451-482. https://doi.org/10.1146/annurev-psych-120709-145346
  • Green, J. (2019). Metacognition as an epistemic virtue. Southwest Philosophy Review. 35(1), 117-129. https://doi.org/10.5840/swphilreview201935112
  • Han, B. C. (2017). In the Swarm: Digital Prospects. The MIT Press.
  • Hobbs, R., & Jensen, A. (2009). The past, present, and future of media literacy education. Journal of Media Literacy Education. 1(1), 1-11.  https://doi.org/10.23860/jmle-1-1-1
  • Hobbs, R., & McGee, S. (2014). Teaching about propaganda: An examination of the historical roots of media literacy. Journal of Media Literacy Education. 6(2), 56-67. https://doi.org/10.23860/jmle-6-2-5
  • Huszár, F. (2021). Algorithmic amplification of politics on Twitter. Proceedings of the National Academy of Sciences of the United States of America. 119(1): e2025334119. https://doi.org/10.1073/pnas.2025334119.
  • Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux.
  • Lee, J., & Hamilton, J. (2022). Anchoring in the past, tweeting from the present: Cognitive bias in journalists’ word choices. PLoS One. 17(3):e0263730. https://doi.org/10.1371/journal.pone.0263730
  • Lin, T.-B. L.-Y. (2013). Understanding new media literacy: An explorative theoretical framework. Educational Technology & Society. 16, 160–170. https://www.jstor.org/stable/jeductechsoci.16.4.160
  • Lister, M., Dovey, J., Giddings, S., Grant, I.H., & Kelly, K. (2009). New Media: A Critical Introduction: 2nd Edition. Routledge.
  • Mittal, T. C. (2024). Towards determining perceived audience intent for multimodal social media posts using the theory of reasoned action. Scientific Reports(10606), https://doi.org/10.1038/s41598-024-60299-w.
  • Osman, M. (2004). An evaluation of dual-process theories of reasoning. Psychonomic Bulletin & Review, 11 (6), 988-1010. https://doi.org/10.3758/BF03196730
  • Payne, R. (2014). Frictionless sharing and digital promiscuity. Communication and Critical/Cultural Studies. 11(2), 85-102. https://doi.org/10.1080/14791420.2013.873942
  • Ritzer, G., Dean, P., & Jurgenson, N. (2012). The coming of age of the prosumer. American Behavioral Scientist. 56(4), 379-398. https://doi.org/10.1177/0002764211429368
  • Schwarz, N., & Newman, E. J. (2017). How does the gut know truth. Psychological Science Agenda. 31(8), 1-8.
  • Shafir, E., & Tversky, A. (1992). Thinking through uncertainty: Nonconsequential reasoning and choice. Cognitive Psychology. 24(4), 449-474. https://doi.org/10.1016/0010-0285(92)90015-T
  • Simon, H. A. (1990). Bounded rationality. In J. M. Eatwell, Utility and Probability (pp. 15-18). London: The New Palgrave. https://doi.org/10.1007/978-1-349-20568-4_5
  • Simonovic, B., Vione, K., Stupple, E., & Doherty, A. (2023). It is not what you think it is how you think: A critical thinking intervention enhances argumentation, analytic thinking and metacognitive sensitivity. Thinking Skills and Creativity. 49, 1-32. https://doi.org/10.1016/j.tsc.2023.101362
  • Stanovich, K. E. (2018). Miserliness in human cognition: the interaction of detection, override and mindware. Thinking and Reasoning. 24(4), 423-444. https://doi.org/10.1080/13546783.2018.1459314
  • Stanovich, K. E. (2021). Why humans are cognitive misers and what it means for the great rationality debate. In R. V. (Ed.), Routledge Handbook of Bounded Rationality (pp. 196-206). London: Routledge.
  • Stanovich, K. E., & Toplak, M. E. (2012). Defining features versus incidental correlates of Type 1 and Type 2 processing. Mind Society. 11(1), 3-13. https://doi.org/10.1007/s11299-011-0093-6
  • Stanovich, K. E., & Toplak, M. E. (2020). Intelligence and rationality. In R. J. (Ed.), Cambridge Handbook of Intelligence (2nd Edition) (pp. 1106-1139). New York: Cambridge University Press.
  • Stanovich, K. E., West, R. F., & & Toplak, M. E. (2013). Myside bias, rational thinking, and intelligence. Current Directions in Psychological Science. 22(4), 259-264. https://doi.org/10.1177/0963721413480174
  • Stanovich, K. E., West, R. F., & Toplak, M. E. (2016). The Rationality Quotient: Toward a Test of Rational Thinking. Cambridge: The MIT Press.
  • Tomalin, M. (2023). Rethinking online friction in the information society. Journal of Information Technology. 38(1), 2-15. https://doi.org/10.1177/02683962211067812
  • Tversky, A., & Kahneman, D. (1973). Availability: A heuristic for judging frequency and probability. Cognitive Psychology. 5(2), 207-232. https://doi.org/10.1016/0010-0285(73)90033-9
  • Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science. 185(4157), 1124- 31. https://doi.org/10.1126/science.185.4157.1124
  • Tversky, A., & Kahneman, D. (2002). Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. In T. Gilovitch, D. Griffin, & D. Kahneman, Heuristics and Biases: The Psychology of Intuitive Judgment (pp. 19-48). Cambridge University Press. https://doi.org/10.1037/0033-295X.90.4.293
  • Wang, S., & Thompson, V. (2019). Fluency and feeling of rightness: The effect of anchoring and models. Psihologijske Teme. 28(1), 37-72. https://doi.org/10.31820/pt.28.1.3
  • Wineburg, S., Breakstone, J., Ziv, N., & Smith, M. (2020). Educating for Misunderstanding: How Approaches to Teaching Digital Literacy Make Students Susceptible to Scammers, Rogues, Bad Actors, and Hate Mongers. (Working Paper A-21322). Stanford History Education Group. https://purl.stanford.edu/mf412bt5333

Sezgi Tuzağı: Dijital Çağda Bilişsel Yanlılıkları Anlamak

Yıl 2024, Sayı: 17, 345 - 364, 26.12.2024
https://doi.org/10.55609/yenimedya.1545623

Öz

Bu makale, eleştirel düşünme ve yeni medya arasındaki ilişkinin felsefi bir incelemesini sunmakta ve ilgili bilişsel mekanizmaları anlamak üzere ikili süreç teorilerini kullanmaktadır. Hızlı, sezgisel düşünme ile daha yavaş, analitik akıl yürütme arasında ayrım yapan ikili süreç teorileri, bireylerin dijital ortamlardaki ezici bilgi akışıyla nasıl etkileşime girdiğini anlamak için değerli bir çerçeve sağlar. Bu makale, eleştirel düşünmenin geleneksel olarak analitik bir faaliyet olarak görülmesine rağmen, yeni medya bağlamında daha fazlasına ihtiyaç duyulduğunu savunmaktadır. Hızlı haber akışlarından algoritma güdümlü bilgi ekosistemlerine kadar, çevrimiçi platformların hızlı tempolu, sezgisel güdümlü doğası, sezgisel süreçlerin genellikle kullanıcı katılımına hakim olduğu ve bilişsel yanlılıklara yol açtığı anlamına gelir. Bu çalışma, ikili süreç teorilerinin medya okuryazarlığı çerçeveleriyle yeni bir birleşimini sunarak, bilişsel mekanizmalara ilişkin kapsamlı bir farkındalığın dijital içerikle nasıl daha etkili bir eleştirel etkileşimi sağlayabileceğini göstermektedir. Bulgular, hem reflektif hem de adaptif yeni medya okuryazarlığını teşvik etmede ikili bir yaklaşımın önemini vurgulamakta ve sonuçlar, karmaşık yeni medya ortamlarında gezinirken sezgisel farkındalığın değerini vurgulayıp, salt analitik yöntemlerin sınırlılıklarını ortaya koymaktadır.

Kaynakça

  • Bulger, M., & Davison, P. (2018). The promises, challenges, and futures of media literacy. Journal of Media Literacy Education. 10(1), 1-21. https://doi.org/10.23860/JMLE-2018-10-1-1
  • Brey, P., & Søraker, J. H. (2009). Philosophy of computing and information technology. Philosophy of Technology and Engineering Sciences. 9(9), 1341–1407. https://doi.org/10.1016/b978-0-444-51667-1.50051-3
  • Chen, D.-T. W.-M. (2011). Unpacking new media literacy. Journal of Systemics, Cybernetics and Informatics. 9(2), 84-88. https://dx.doi.org/10.1016/j.compedu.2015.02.006
  • De keersmaecker, J., & Roets, A. (2017). Fake news: Incorrect, but hard to correct. The role of cognitive ability on the impact of false information on social impressions. Intelligence. 65, 107-110. https://doi.org/10.1016/j.intell.2017.10.005
  • Dewey, J. (1933). How we think: A restatement of the relation of reflective thinking to the educative process. Boston: D.C. Heath and Co.
  • Dwyer, C. P. (2023). An Evaluative Review of Barriers to Critical Thinking in Educational and Real-World Settings. Journal of Intelligence. 11(6), Article 105. https://doi.org/10.3390/jintelligence11060105
  • Ennis, R. (2011). Critical thinking. Inquiry: Critical Thinking Across the Disciplines. 26(1), 4-18. https://doi.org/10.5840/inquiryctnews201126215
  • Evans, J. S. (1989). Bias in Human Reasoning: Causes and Consequences. Lawrence Erlbaum Associates, Inc.
  • Evans, J. S. (2006). The heuristic-analytic theory of reasoning: Extension and evaluation. Posuyrcnhaolnomic Bulletin & Review, 13(3), 378-395. https://doi.org/10.3758/BF03193858
  • Evans, J. S. (2008). Dual-processing accounts of reasoning, judgment, and social cognition. Annual Review of Psychology. 59, 255-278. https://doi.org/10.1146/annurev.psych.59.103006.093629
  • Evans, J. S. (2019). Reflections on reflection: the nature and function of type 2 processes in dual-process theories of reasoning. Thinking & Reasoning. 25(4), 383–415. https://doi.org/10.1080/13546783.2019.1623071
  • Evans, J. S., & Frankish, K. (2009). The duality of mind: An historical perspective. In J. S. Evans, & K. Frankish, In Two Minds: Dual Processes and Beyond. (pp. 1-30). Oxford. https://doi.org/10.1093/acprof:oso/9780199230167.003.0001
  • Facione, P. A. (1990). Critical thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction—The Delphi report. Millbrae: California Academic Press.
  • Facione, P. A. (2020). Critical Thinking: What It Is and Why It Counts. Retrieved on August 2024 from https://www.etsu.edu/teaching/documents/whatwhy.pdf
  • Flavell, J. H. (1979). Metacognition and cognitive monitoring: A new area of cognitive–developmental inquiry. American Psychologist. 34(10), 906-911. https://doi.org/10.1037/0003-066X.34.10.906
  • Francisco-Javier, R.-G., Carrillo-de-Albornoz, J., & Plaza, L. (2024). A systematic review on media bias detection: What is media bias, how it is expressed, and how to detect it. 237. Expert Systems with Applications. https://doi.org/10.1016/j.eswa.2023.121641
  • Frankish, K. (2010). Dual-process and dual-system theories of reasoning. Philosophy Compass, 5(10), 914–926. https://doi.org/10.1111/j.1747-9991.2010.00330.x 
  • Gendler, T. (2008). Alief in action (and reaction). Mind & Language. 23(5), 552–585. https://doi.org/10.1111/j.1468- 0017.2008.00352.x
  • Gigerenzer, G., & Gaissmaier, W. (2011). Heuristic decision making. Annual Review of Psychology. 62, 451-482. https://doi.org/10.1146/annurev-psych-120709-145346
  • Green, J. (2019). Metacognition as an epistemic virtue. Southwest Philosophy Review. 35(1), 117-129. https://doi.org/10.5840/swphilreview201935112
  • Han, B. C. (2017). In the Swarm: Digital Prospects. The MIT Press.
  • Hobbs, R., & Jensen, A. (2009). The past, present, and future of media literacy education. Journal of Media Literacy Education. 1(1), 1-11.  https://doi.org/10.23860/jmle-1-1-1
  • Hobbs, R., & McGee, S. (2014). Teaching about propaganda: An examination of the historical roots of media literacy. Journal of Media Literacy Education. 6(2), 56-67. https://doi.org/10.23860/jmle-6-2-5
  • Huszár, F. (2021). Algorithmic amplification of politics on Twitter. Proceedings of the National Academy of Sciences of the United States of America. 119(1): e2025334119. https://doi.org/10.1073/pnas.2025334119.
  • Kahneman, D. (2011). Thinking, Fast and Slow. Farrar, Straus and Giroux.
  • Lee, J., & Hamilton, J. (2022). Anchoring in the past, tweeting from the present: Cognitive bias in journalists’ word choices. PLoS One. 17(3):e0263730. https://doi.org/10.1371/journal.pone.0263730
  • Lin, T.-B. L.-Y. (2013). Understanding new media literacy: An explorative theoretical framework. Educational Technology & Society. 16, 160–170. https://www.jstor.org/stable/jeductechsoci.16.4.160
  • Lister, M., Dovey, J., Giddings, S., Grant, I.H., & Kelly, K. (2009). New Media: A Critical Introduction: 2nd Edition. Routledge.
  • Mittal, T. C. (2024). Towards determining perceived audience intent for multimodal social media posts using the theory of reasoned action. Scientific Reports(10606), https://doi.org/10.1038/s41598-024-60299-w.
  • Osman, M. (2004). An evaluation of dual-process theories of reasoning. Psychonomic Bulletin & Review, 11 (6), 988-1010. https://doi.org/10.3758/BF03196730
  • Payne, R. (2014). Frictionless sharing and digital promiscuity. Communication and Critical/Cultural Studies. 11(2), 85-102. https://doi.org/10.1080/14791420.2013.873942
  • Ritzer, G., Dean, P., & Jurgenson, N. (2012). The coming of age of the prosumer. American Behavioral Scientist. 56(4), 379-398. https://doi.org/10.1177/0002764211429368
  • Schwarz, N., & Newman, E. J. (2017). How does the gut know truth. Psychological Science Agenda. 31(8), 1-8.
  • Shafir, E., & Tversky, A. (1992). Thinking through uncertainty: Nonconsequential reasoning and choice. Cognitive Psychology. 24(4), 449-474. https://doi.org/10.1016/0010-0285(92)90015-T
  • Simon, H. A. (1990). Bounded rationality. In J. M. Eatwell, Utility and Probability (pp. 15-18). London: The New Palgrave. https://doi.org/10.1007/978-1-349-20568-4_5
  • Simonovic, B., Vione, K., Stupple, E., & Doherty, A. (2023). It is not what you think it is how you think: A critical thinking intervention enhances argumentation, analytic thinking and metacognitive sensitivity. Thinking Skills and Creativity. 49, 1-32. https://doi.org/10.1016/j.tsc.2023.101362
  • Stanovich, K. E. (2018). Miserliness in human cognition: the interaction of detection, override and mindware. Thinking and Reasoning. 24(4), 423-444. https://doi.org/10.1080/13546783.2018.1459314
  • Stanovich, K. E. (2021). Why humans are cognitive misers and what it means for the great rationality debate. In R. V. (Ed.), Routledge Handbook of Bounded Rationality (pp. 196-206). London: Routledge.
  • Stanovich, K. E., & Toplak, M. E. (2012). Defining features versus incidental correlates of Type 1 and Type 2 processing. Mind Society. 11(1), 3-13. https://doi.org/10.1007/s11299-011-0093-6
  • Stanovich, K. E., & Toplak, M. E. (2020). Intelligence and rationality. In R. J. (Ed.), Cambridge Handbook of Intelligence (2nd Edition) (pp. 1106-1139). New York: Cambridge University Press.
  • Stanovich, K. E., West, R. F., & & Toplak, M. E. (2013). Myside bias, rational thinking, and intelligence. Current Directions in Psychological Science. 22(4), 259-264. https://doi.org/10.1177/0963721413480174
  • Stanovich, K. E., West, R. F., & Toplak, M. E. (2016). The Rationality Quotient: Toward a Test of Rational Thinking. Cambridge: The MIT Press.
  • Tomalin, M. (2023). Rethinking online friction in the information society. Journal of Information Technology. 38(1), 2-15. https://doi.org/10.1177/02683962211067812
  • Tversky, A., & Kahneman, D. (1973). Availability: A heuristic for judging frequency and probability. Cognitive Psychology. 5(2), 207-232. https://doi.org/10.1016/0010-0285(73)90033-9
  • Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases. Science. 185(4157), 1124- 31. https://doi.org/10.1126/science.185.4157.1124
  • Tversky, A., & Kahneman, D. (2002). Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. In T. Gilovitch, D. Griffin, & D. Kahneman, Heuristics and Biases: The Psychology of Intuitive Judgment (pp. 19-48). Cambridge University Press. https://doi.org/10.1037/0033-295X.90.4.293
  • Wang, S., & Thompson, V. (2019). Fluency and feeling of rightness: The effect of anchoring and models. Psihologijske Teme. 28(1), 37-72. https://doi.org/10.31820/pt.28.1.3
  • Wineburg, S., Breakstone, J., Ziv, N., & Smith, M. (2020). Educating for Misunderstanding: How Approaches to Teaching Digital Literacy Make Students Susceptible to Scammers, Rogues, Bad Actors, and Hate Mongers. (Working Paper A-21322). Stanford History Education Group. https://purl.stanford.edu/mf412bt5333
Toplam 48 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Medya Okuryazarlığı
Bölüm Teorik Makale
Yazarlar

Cansu Akoglan 0000-0002-4111-3613

Erken Görünüm Tarihi 25 Aralık 2024
Yayımlanma Tarihi 26 Aralık 2024
Gönderilme Tarihi 9 Eylül 2024
Kabul Tarihi 13 Aralık 2024
Yayımlandığı Sayı Yıl 2024 Sayı: 17

Kaynak Göster

APA Akoglan, C. (2024). The Intuitive Trap: Understanding Cognitive Bias in the Digital Age. Yeni Medya(17), 345-364. https://doi.org/10.55609/yenimedya.1545623