Simon, M. & Houghton, S. M. The relationship between overconfidence and the introduction of risky products: evidence from a field study. Acad. Manage. J. 46, 139–149 (2003).
Berner, E. S. & Graber, M. L. Overconfidence as a cause of diagnostic error in medicine. Am. J. Med. 121, S2–S23 (2008).
Johnson, D. D. P. Overconfidence and War (Harvard Univ. Press, 2009).
Shi, J., Visschers, V. H., Siegrist, M. & Arvai, J. Knowledge as a driver of public perceptions about climate change reassessed. Nat. Clim. Change 6, 759–762 (2016).
Sundblad, E.-L., Biel, A. & Gärling, T. Knowledge and confidence in knowledge about climate change among experts, journalists, politicians, and laypersons. Environ. Behav. 41, 281–302 (2009).
Juslin, P., Olsson, N. & Winman, A. Calibration and diagnosticity of confidence in eyewitness identification: comments on what can be inferred from the low confidence–accuracy correlation. J. Exp. Psychol. Learn. Mem. Cogn. 22, 1304–1316 (1996).
Hadar, L., Sood, S. & Fox, C. R. Subjective knowledge in consumer financial decisions. J. Mark. Res. 50, 303–316 (2013).
Meyer, A. N., Payne, V. L., Meeks, D. W., Rao, R. & Singh, H. Physicians’ diagnostic accuracy, confidence, and resource requests: a vignette study. JAMA Intern. Med. 173, 1952–1958 (2013).
Jackson, S. A. & Kleitman, S. Individual differences in decision-making and confidence: capturing decision tendencies in a fictitious medical test. Metacogn. Learn. 9, 25–49 (2014).
Hiles, S. S. & Hinnant, A. Climate change in the newsroom: journalists’ evolving standards of objectivity when covering global warming. Sci. Commun. 36, 428–453 (2014).
Elsasser, S. W. & Dunlap, R. E. Leading voices in the denier choir: conservative columnists’ dismissal of global warming and denigration of climate science. Am. Behav. Sci. 57, 754–776 (2013).
Williamson, P. Take the time and effort to correct misinformation. Nature 540, 171 (2016).
Miller, T. M. & Geraci, L. Training metacognition in the classroom: the influence of incentives and feedback on exam predictions. Metacogn. Learn. 6, 303–314 (2011).
Sanbonmatsu, D. M., Posavac, S. S., Kardes, F. R. & Mantel, S. P. Selective hypothesis testing. Psychon. Bull. Rev. 5, 197–220 (1998).
Park, J., Konana, P., Gu, B., Kumar, A. & Raghunathan, R. Confirmation Bias, Overconfidence, and Investment Performance: Evidence from Stock Message Boards McCombs Research Paper Series No. IROM-07-10 (SSRN, 2010).
Lewandowsky, S., Oberauer, K. & Gignac, G. E. NASA faked the moon landing—therefore, (climate) science is a hoax: an anatomy of the motivated rejection of science. Psychol. Sci. 24, 622–633 (2013).
Fleming, S. M. HMeta-d: hierarchical Bayesian estimation of metacognitive efficiency from confidence ratings. Neurosci. Conscious. 2017, nix007 (2017).
Dienes, Z., Altmann, G., Kwan, L. & Goode, A. Unconscious knowledge of artificial grammars is applied strategically. J. Exp. Psychol. Learn. Mem. Cogn. 21, 1322–1338 (1995).
Burton, R. F. & Miller, D. J. Statistical modelling of multiple-choice and true/false tests: ways of considering, and of reducing, the uncertainties attributable to guessing. Assess. Eval. High. Educ. 24, 399–411 (1999).
Gigerenzer, G., Hoffrage, U. & Kleinbölting, H. Probabilistic mental models: a Brunswikian theory of confidence. Psychol. Rev. 98, 506 (1991).
Allgood, S. & Walstad, W. B. The effects of perceived and actual financial literacy on financial behaviors. Econ. Inq. 54, 675–697 (2016).
Tenney, E. R., Spellman, B. A. & MacCoun, R. J. The benefits of knowing what you know (and what you don’t): how calibration affects credibility. J. Exp. Soc. Psychol. 44, 1368–1375 (2008).
Baldiga, K. Gender differences in willingness to guess. Manage. Sci. 60, 434–448 (2014).
Science & Engineering Indicators 2018. Science and Techology: Public Attitudes and Understanding Ch. 7 (National Science Board, accessed 24 May 2019); https://www.nsf.gov/statistics/2018/nsb20181/report/sections/science-and-technology-public-attitudes-and-understanding/highlights
Weber, N. & Brewer, N. The effect of judgment type and confidence scale on confidence-accuracy calibration in face recognition. J. Appl. Psychol. 88, 490 (2003).
Bornstein, B. H. & Zickafoose, D. J. “I know I know it, I know I saw it”: the stability of the confidence–accuracy relationship across domains. J. Exp. Psychol. Appl. 5, 76–88 (1999).
Overgaard, M. Behavioral Methods in Consciousness Research (Oxford Univ. Press, 2015).
Galvin, S. J., Podd, J. V., Drga, V. & Whitmore, J. Type 2 tasks in the theory of signal detectability: discrimination between correct and incorrect decisions. Psychon. Bull. Rev. 10, 843–876 (2003).
Maniscalco, B. & Lau, H. A signal detection theoretic approach for estimating metacognitive sensitivity from confidence ratings. Conscious. Cogn. 21, 422–430 (2012).