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Research Article

More familiar, more credible? Distinguishing two types of familiarity on the truth effect using the drift-diffusion modelOpen DataOpen MaterialsPreregistered

Received 20 Sep 2023, Accepted 24 May 2024, Published online: 09 Jun 2024

References

  • Alter, A. L., & Oppenheimer, D. M. (2008). Easy on the mind, easy on the wallet: The roles of familiarity and processing fluency in valuation judgments. Psychonomic Bulletin & Review, 15(5), 985–990. https://doi.org/10.3758/PBR.15.5.985
  • Arkes, H. R., Boehm, L. E., & Xu, G. (1991). Determinants of judged validity. Journal of Experimental Social Psychology, 27(6), 576–605. https://doi.org/10.1016/0022-1031(91)90026-3
  • Begg, I. M., Anas, A., & Farinacci, S. (1992). Dissociation of processes in belief: Source recollection, statement familiarity, and the illusion of truth. Journal of Experimental Psychology: General, 121(4), 446–458. https://doi.org/10.1037/0096-3445.121.4.446
  • Béna, J., Corneille, O., Mierop, A., & Unkelbach, C. (2022). Robustness tests replicate Corneille et al.’s (2020) fake news by repetition effect. International Review of Social Psychology, 35(1), 19. https://doi.org/10.5334/irsp.683
  • Bruett, H., & Leynes, P. A. (2015). Event-related potentials indicate that fluency can be interpreted as familiarity. Neuropsychologia, 78, 41–50. https://doi.org/10.1016/j.neuropsychologia.2015.09.035
  • Bürkner, P.-C. (2017). Brms an R package for bayesian multilevel models using stan. Journal of Statistical Software, 80(1). 80(1). https://doi.org/10.18637/jss.v080.i01
  • Calio, F., Nadarevic, L., & Musch, J. (2020). How explicit warnings reduce the truth effect: A multinomial modeling approach. Acta Psychologica, 211(October), 103185–103185. https://doi.org/10.1016/j.actpsy.2020.103185
  • Chen, W., & Tan, H.-T. (2013). Judgment effects of familiarity with an analyst’s name. Accounting, Organizations & Society, 38(3), 214–227. https://doi.org/10.1016/j.aos.2013.02.001
  • Chetverikov, A. (2014). Warmth of familiarity and chill of error: Affective consequences of recognition decisions. Cognition & Emotion, 28(3), 385–415. https://doi.org/10.1080/02699931.2013.833085
  • Coane, J. H., Balota, D. A., Dolan, P. O., & Jacoby, L. L. (2011). Not all sources of familiarity are created equal: The case of word frequency and repetition in episodic recognition. Memory & Cognition, 39(5), 791–805. https://doi.org/10.3758/s13421-010-0069-5
  • Cook, J., Lewandowsky, S., Ecker, U. K. H., & Manalo, E. (2017). Neutralizing misinformation through inoculation: Exposing misleading argumentation techniques reduces their influence. PLOS ONE, 12(5), e0175799. https://doi.org/10.1371/journal.pone.0175799
  • Corneille, O., Mierop, A., & Unkelbach, C. (2020). Repetition increases both the perceived truth and fakeness of information: An ecological account. Cognition, 205(April), 104470–104470. https://doi.org/10.1016/j.cognition.2020.104470
  • Dechêne, A., Stahl, C., Hansen, J., & Wänke, M. (2010). The truth about the truth: A meta-analytic review of the truth effect. Personality and Social Psychology Review, 14(2), 238–257. https://doi.org/10.1177/1088868309352251
  • DiFonzo, N., Beckstead, J. W., Stupak, N., & Walders, K. (2016). Validity judgments of rumors heard multiple times: The shape of the truth effect. Social Influence, 11(1), 22–39. https://doi.org/10.1080/15534510.2015.1137224
  • Dutta, A. (2020). Beliefs and superstitions about COVID-19: Observations in India under lockdown. 8(1–2), 38–52. https://doi.org/10.56042/jst.v8i1-2.67307
  • Ecker, U. K. H., Lewandowsky, S., & Chadwick, M. (2020). Can corrections spread misinformation to new audiences? Testing for the elusive familiarity backfire effect. Cognitive Research: Principles and Implications, 5(1), 41–41. https://doi.org/10.1186/s41235-020-00241-6
  • Ecker, U. K. H., Lewandowsky, S., Cook, J., Schmid, P., Fazio, L. K., Brashier, N., Kendeou, P., Vraga, E. K., & Amazeen, M. A. (2022). The psychological drivers of misinformation belief and its resistance to correction. Nature Reviews Psychology, 1(1), 13–29. https://doi.org/10.1038/s44159-021-00006-y
  • Fazio, L. K., Brashier, N. M., Keith Payne, B., & Marsh, E. J. (2015). Knowledge does not protect against illusory truth. Journal of Experimental Psychology: General, 144(5), 993–1002. https://doi.org/10.1037/xge0000098
  • Fazio, L. K., Rand, D. G., & Pennycook, G. (2019). Repetition increases perceived truth equally for plausible and implausible statements. Psychonomic Bulletin & Review, 26(5), 1705–1710. https://doi.org/10.3758/s13423-019-01651-4
  • Fox, C. R., & Levav, J. (2000). Familiarity bias and belief reversal in relative likelihood judgment. Organizational Behavior and Human Decision Processes, 82(2), 268–292. https://doi.org/10.1006/obhd.2000.2898
  • Gabielkov, M., Ramachandran, A., Chaintreau, A., & Legout, A. (2016). Social clicks: What and who gets read on twitter? In Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science (pp. 179–192). https://doi.org/10.1145/2896377.2901462
  • Garcia-Marques, T., Silva, R. R., Reber, R., & Unkelbach, C. (2015). Hearing a statement now and believing the opposite later. Journal of Experimental Social Psychology, 56, 126–129. https://doi.org/10.1016/j.jesp.2014.09.015
  • Gelman, A., & Rubin, D. B. (1992). Inference from iterative simulation using multiple sequences. Statistical Science, 7(4). https://doi.org/10.1214/ss/1177011136
  • Hasher, L., Goldstein, D., & Toppino, T. (1977). Frequency and the conference of referential validity. Journal of Verbal Learning and Verbal Behavior, 16(1), 107–112. https://doi.org/10.1016/S0022-5371(77)80012-1
  • Henderson, E. L., Westwood, S. J., & Simons, D. J. (2021). A reproducible systematic map of research on the illusory truth effect. Psychonomic Bulletin & Review, 1–41. https://doi.org/10.3758/s13423-021-01995-w
  • Krueger, L. E., & Shapiro, R. G. (1981). A reformulation of proctor’s unified theory for matching-task phenomena. Psychological Review, 88(6), 573–581. https://doi.org/10.1037/0033-295X.88.6.573
  • Kruschke, J. K. (2021). Bayesian analysis reporting guidelines. Nature Human Behaviour, 5(10), Article 10. https://doi.org/10.1038/s41562-021-01177-7
  • Lee, H., Kim, K., & Yi, D.-J. (2020). Preexperimental stimulus familiarity modulates the effects of item repetition on source memory. Journal of Experimental Psychology: Learning, Memory & Cognition, 46(3), 539–548. https://doi.org/10.1037/xlm0000743
  • Lewandowsky, S., Ecker, U. K. H., & Cook, J. (2017). Beyond misinformation: Understanding and coping with the “Post-Truth” Era. Journal of Applied Research in Memory and Cognition, 6(4), 353–369. https://doi.org/10.1016/j.jarmac.2017.07.008
  • 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
  • Leynes, P. A., & Upadhyay, T. (2022). Context dissociations of the FN400 and N400 are evidence for recognition based on relative or absolute familiarity. Brain & Cognition, 162, 105903. https://doi.org/10.1016/j.bandc.2022.105903
  • Mecklinger, A., & Bader, R. (2020). From fluency to recognition decisions: A broader view of familiarity-based remembering. Neuropsychologia, 146, 107527. https://doi.org/10.1016/j.neuropsychologia.2020.107527
  • Nadarevic, L., & Aßfalg, A. (2017). Unveiling the truth: Warnings reduce the repetition-based truth effect. Psychological Research, 81(4), 814–826. https://doi.org/10.1007/s00426-016-0777-y
  • Nyhan, B. (2021). Why the backfire effect does not explain the durability of political misperceptions. Proceedings of the National Academy of Sciences, 118(15), e1912440117–e1912440117. https://doi.org/10.1073/pnas.1912440117
  • Pennycook, G., Cannon, T. D., & Rand, D. G. (2018). Prior exposure increases perceived accuracy of fake news. Journal of Experimental Psychology: General, 147(12), 1865–1880. https://doi.org/10.1037/xge0000465
  • Pennycook, G., Epstein, Z., Mosleh, M., Arechar, A. A., Eckles, D., & Rand, D. G. (2019). Shifting attention to accuracy can reduce misinformation online. Nature. https://doi.org/10.31234/osf.io/3n9u8
  • Pennycook, G., & Rand, D. G. (2021). The psychology of fake news. Trends in Cognitive Sciences, 25(5), 388–402. https://doi.org/10.1016/j.tics.2021.02.007
  • Pillai, R. M., & Fazio, L. K. (2021). The effects of repeating false and misleading information on belief. WIREs Cognitive Science, 12(6). https://doi.org/10.1002/wcs.1573
  • Ratcliff, R., Gomez, P., & McKoon, G. (2004). A diffusion model account of the lexical decision task. Psychological Review, 111(1), 159–182. https://doi.org/10.1037/0033-295X.111.1.159
  • Ratcliff, R., Smith, P. L., Brown, S. D., & McKoon, G. (2016). Diffusion decision model: Current issues and history. Trends in Cognitive Sciences, 20(4), 260–281. https://doi.org/10.1016/j.tics.2016.01.007
  • Roozenbeek, J., Schneider, C. R., Dryhurst, S., Kerr, J., Freeman, A. L. J., Recchia, G., van der Bles, A. M., & van der Linden, S. (2020). Susceptibility to misinformation about COVID-19 around the world. Royal Society Open Science, 7(10), 201199. https://doi.org/10.1098/rsos.201199
  • Schwarz, N. (2004). Metacognitive experiences in consumer judgment and decision making. Journal of Consumer Psychology, 14(4), 332–348. https://doi.org/10.1207/s15327663jcp1404_2
  • Schwarz, N., Newman, E., & Leach, W. (2016). Making the truth stick & the myths fade: Lessons from cognitive psychology. Behavioral Science and Policy, 2(1), 85–95. https://doi.org/10.1177/237946151600200110
  • Silva, R. R., Garcia-Marques, T., & Reber, R. (2017). The informative value of type of repetition: Perceptual and conceptual fluency influences on judgments of truth. Consciousness and Cognition, 51, 53–67. https://doi.org/10.1016/j.concog.2017.02.016
  • Spiegelhalter, D. J., Best, N. G., Carlin, B. P., & Van Der Linde, A. (2002). Bayesian measures of model complexity and fit. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 64(4), 583–639. https://doi.org/10.1111/1467-9868.00353
  • Stanley, M. L., Whitehead, P. S., & Marsh, E. J. (2022). Susceptibility to misinformation and false beliefs. Journal of Consumer Psychology, 1289. https://doi.org/10.1002/jcpy.1289
  • Stump, A., Rummel, J., & Voss, A. (2022). Is it all about the feeling? Affective and (meta-)cognitive mechanisms underlying the truth effect. Psychological Research, 86(1), 12–36. https://doi.org/10.1007/s00426-020-01459-1
  • Swire, B., Ecker, U. K. H. H., & Lewandowsky, S. (2017). The role of familiarity in correcting inaccurate information. Journal of Experimental Psychology: Learning, Memory & Cognition, 43(12), 1948–1961. https://doi.org/10.1037/xlm0000422
  • Unkelbach, C., Bayer, M., Alves, H., Koch, A., & Stahl, C. (2011). Fluency and positivity as possible causes of the truth effect. Consciousness and Cognition, 20(3), 594–602. https://doi.org/10.1016/j.concog.2010.09.015
  • Unkelbach, C., Koch, A., & Alves, H. (2019). The evaluative information ecology: On the frequency and diversity of “good” and “bad.” European Review of Social Psychology, 30(1), 216–270. https://doi.org/10.1080/10463283.2019.1688474
  • Unkelbach, C., Koch, A., Silva, R. R., & Garcia-Marques, T. (2019). Truth by repetition: Explanations and implications. Current Directions in Psychological Science, 28(3), 247–253. https://doi.org/10.1177/0963721419827854
  • Unkelbach, C., & Speckmann, F. (2021). Mere repetition increases belief in factually true COVID-19-Related information. Journal of Applied Research in Memory and Cognition, 10(2), 241–247. https://doi.org/10.1016/j.jarmac.2021.02.001
  • Unkelbach, C., & Stahl, C. (2009). A multinomial modeling approach to dissociate different components of the truth effect. Consciousness and Cognition, 18(1), 22–38. https://doi.org/10.1016/j.concog.2008.09.006
  • Vandekerckhove, J., Tuerlinckx, F., & Lee, M. D. (2011). Hierarchical diffusion models for two-choice response times. Psychological Methods, 16(1), 44–62. https://doi.org/10.1037/a0021765
  • van der Linden, S. (2022). Misinformation: Susceptibility, spread, and interventions to immunize the public. Nature Medicine, 28(3), 460–467. https://doi.org/10.1038/s41591-022-01713-6
  • Walker, J. A., & Cousineau, D. (2019). Into the mind’s eye: Exploring the fast-same effect in the same-different task. The American Journal of Psychology, 132(4), 421–437. https://doi.org/10.5406/amerjpsyc.132.4.0421
  • Westerman, D. L., Lanska, M., & Olds, J. M. (2015). The effect of processing fluency on impressions of familiarity and liking. Journal of Experimental Psychology: Learning, Memory & Cognition, 41(2), 426–438. https://doi.org/10.1037/a0038356
  • Whittlesea, B. W. A., & Williams, L. D. (2001a). The discrepancy-attribution hypothesis: I. The heuristic basis of feelings and familiarity. Journal of Experimental Psychology: Learning, Memory & Cognition, 27(1), 3–13. https://doi.org/10.1037//0278-7393.27.1.3
  • Whittlesea, B. W. A., & Williams, L. D. (2001b). The discrepancy-attribution hypothesis: II. Expectation, uncertainty, surprise, and feelings of familiarity. Journal of Experimental Psychology: Learning, Memory & Cognition, 27(1), 14–33. https://doi.org/10.1037/0278-7393.27.1.14
  • Wiecki, T. V., Sofer, I., & Frank, M. J. (2013). HDDM: Hierarchical bayesian estimation of the drift-diffusion model in python. Frontiers in Neuroinformatics, 7, 7. https://doi.org/10.3389/fninf.2013.00014
  • Yang, H., Laforge, G., Stojanoski, B., Nichols, E. S., McRae, K., & Köhler, S. (2019). Late positive complex in event-related potentials tracks memory signals when they are decision relevant. Scientific Reports, 9(1), 9469. https://doi.org/10.1038/s41598-019-45880-y
  • Yoon, H.-D., Shin, M., & Jeon, H.-A. (2021). The critical role of interference control in metaphor comprehension evidenced by the drift–diffusion model. Scientific Reports, 11(1), 19292. https://doi.org/10.1038/s41598-021-98351-8

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