Learning More Than You Can Know: Introductory Education Produces Overly Expansive Self-Assessments of Knowledge
References
- (1984) Inflation bias in self-assessment examinations: Implications for valid employee selection. J. Appl. Psych. 69(4):574–580.Crossref, Google Scholar
- (1991) Costs and benefits of judgment errors: Implications for debiasing. Psych. Bull. 110(3):486–498.Crossref, Google Scholar
- (2003) Effectiveness of training in organizations: A meta-analysis of design and evaluation features. J. Appl. Psych. 88(2):234–245.Crossref, Google Scholar
- (2025) The paradox of explaining: When feeling unknowledgeable prevents learners from engaging in effective learning strategies. J. Experiment. Psych. General 154(1):228–248.Crossref, Google Scholar
- (2015) When knowledge knows no bounds: Self-perceived expertise predicts claims of impossible knowledge. Psych. Sci. 26:1295–1303.Crossref, Google Scholar
- (2024) Does expertise protect against overclaiming false knowledge? Organ. Behav. Human Decision Processes 184:104354.Crossref, Google Scholar
- (2025) When do people claim to know the unknowable? The impact of informational context on overclaiming. Organ. Behav. Human Decision Processes 186:104390.Crossref, Google Scholar
- (2019) Epistemic trespassing. Mind 128(510):367–395.Crossref, Google Scholar
- (2008) Overconfidence, managerial optimism and the determinants of capital structure. Brazilian Rev. Finance 6(3):293–335.Crossref, Google Scholar
- (2015) Fitting linear mixed-effects models using LME4. J. Statist. Software 67(1):1–48.Crossref, Google Scholar
- (1970) Testing the self-perception explanation of dissonance phenomena: On the salience of premanipulation attitudes. J. Personality Soc. Psych. 14(1):23–31.Crossref, Google Scholar
- (2019) The nature of faking: A homogeneous and predictable construct? Psych. Assessment 31(4):532–544.Crossref, Google Scholar
- (1992) The effects of feedback and training on the performance of probability forecasters. Internat. J. Forecasting 8(4):559–573.Crossref, Google Scholar
- (2006) The demographics of overconfidence. J. Behav. Finance 7(1):5–11.Crossref, Google Scholar
- (2011) Overclaiming as a measure of faking. Organ. Behav. Human Decision Processes 116(1):148–162.Crossref, Google Scholar
- (1980) Pseudo-opinions on public affairs. Public Opinion Quart. 44(2):198–209.Crossref, Google Scholar
- (1975) Retrieval as a memory modifier: An interpretation of negative recency and related phenomena. Solso RL, ed. Information Processing and Cognition: The Loyola Symposium (Lawrence Erlbaum Associates, Mahwah, NJ), 123–144.Google Scholar
- (1981) Overconfidence in ignorant experts. Bull. Psychonomic. Soc. 17(2):82–84.Crossref, Google Scholar
- (1950) Verification of forecasts expressed in terms of probability. Monthly Weather Rev. 78(1):1–3.Crossref, Google Scholar
- (1997) The role of motivated reasoning in optimistic time predictions. Personality Soc. Psych. Bull. 23(3):238–247.Crossref, Google Scholar
- (1997) Chairman’s letter to the shareholders of Berkshire Hathaway Inc. Accessed September 19, 2022, https://www.berkshirehathaway.com/letters/1996.html.Google Scholar
- (2022) Berkshire Hathaway Letters to Shareholders: 1965–2014 (Repro India Limited, Mumbai, India).Google Scholar
- (2022) How many students are studying for an MBA? Poets Quants. Retrieved June 29, 2023, https://poetsandquants.com/2022/04/29/how-many-students-are-studying-for-an-mba/?pq-category=mba&pq-category−2=online-mba-news.Google Scholar
- (1999) Overconfidence and excess entry: An experimental approach. Amer. Econom. Rev. 89(1):306–318.Crossref, Google Scholar
- (2017) Expertise effects in the Moses illusion: Detecting contradictions with stored knowledge. Memory 25(2):220–230.Crossref, Google Scholar
- (2013) Appearances can be deceiving: Instructor fluency increases perceptions of learning without increasing actual learning. Psychonomic Bull. Rev. 20(6):1350–1356.Crossref, Google Scholar
- (2017) Improving general chemistry course performance through online homework-based metacognitive training. J. Chemical Ed. 94(12):1811–1821.Crossref, Google Scholar
- (2021) The social transmission of overconfidence. J. Experiment. Psych. General 150(1):157–186.Crossref, Google Scholar
- (2014) The Nature of Expertise (Psychology Press, New York).Crossref, Google Scholar
- (1984) Getting what you want by revising what you had. J. Personality Soc. Psych. 47(4):738–748.Crossref, Google Scholar
- (2009) How chronic self-views influence (and mislead) self-assessments of task performance: Self-views shape bottom-up experiences with the task. J. Personality Soc. Psych. 97(6):931–945.Crossref, Google Scholar
- (2004) Developing teacher-student relationships through out of class communication. Comm. Quart. 52(3):211–223.Crossref, Google Scholar
- (1993) Post-Capitalist Society (Butterworth-Heinemann, Oxford, UK).Google Scholar
- (2017) Openness to (reporting) experiences that one never had: Overclaiming as an outcome of the knowledge accumulated through a proclivity for cognitive and aesthetic exploration. J. Personality Soc. Psych. 113(5):810–834.Crossref, Google Scholar
- (2020) Liar! Liar! (when stakes are higher): Understanding how the overclaiming technique can be used to measure faking in personnel selection. J. Appl. Psych. 105(8):784–799.Crossref, Google Scholar
- (2012) Overconfidence produces underachievement: Inaccurate self evaluations undermine students’ learning and retention. Learn. Instruction 22(4):271–280.Crossref, Google Scholar
- (2011) The Dunning–Kruger effect: On being ignorant of one’s own ignorance. Olson JM, Zanna MP, eds. Advances in Experimental Social Psychology (Elsevier, San Diego), 247–296.Google Scholar
- (2004) Flawed self-assessment: Implications for health, education, and the workplace. Psych. Sci. Public Interest 5(3):69–106.Crossref, Google Scholar
- (2003) Why people fail to recognize their own incompetence. Current Directions Psych. Sci. 12(3):83–87.Crossref, Google Scholar
- (2003) How chronic self-views influence (and potentially mislead) estimates of performance. J. Personality Soc. Psych. 84(1):5–17.Crossref, Google Scholar
- (2003) Assessing and enhancing the introductory science course in physics and biology: Peer instruction, classroom demonstrations, and genetics vocabulary. Unpublished dissertation, Harvard University, Cambridge, MA.Google Scholar
- (1989) Student self-assessment in higher education: A meta-analysis. Rev. Ed. Res. 59(4):395–430.Crossref, Google Scholar
- (2007) G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav. Res. Methods 39(2):175–191.Crossref, Google Scholar
- (2015) The overclaiming questionnaire: A good way to measure faking? Personality Individual Differences 82:248–252.Crossref, Google Scholar
- (2021) Answering a factual question today increases one’s confidence in the same answer tomorrow – independent of fluency. Psychonomic Bull. Rev. 28(3):962–968.Crossref, Google Scholar
- (2015) When confidence is not a signal of knowing: How students’ experiences and beliefs about processing fluency can lead to miscalibrated confidence. Ed. Psych. Rev. 27(4):567–586.Crossref, Google Scholar
- (2016) The curse of expertise: When more knowledge leads to miscalibrated explanatory insight. Cognitive Sci. 40(5):1251–1269.Crossref, Google Scholar
- (2022) 2022 training industry report. Training Magazine (November 16), https://trainingmag.com/2022-training-industry-report/.Google Scholar
- (2011) CEO overconfidence and innovation. Management Sci. 57(8):1469–1484.Link, Google Scholar
- (2012) Communal narcissism. J. Personality Soc. Psych. 103(5):854–878.Crossref, Google Scholar
- (2020) Testing competing claims about overclaiming. Intelligence 81:101470.Crossref, Google Scholar
- . Group discussions improve competence calibration: Making self-perceived competence valuable when harnessing the wisdom of crowds [Manuscript under review].Google Scholar
- (2003) Exploring consumers’ answers to survey questions: Are uninformed responses truly uninformed? Psych. Marketing 20(7):643–667.Crossref, Google Scholar
- (1996) Toward a knowledge‐based theory of the firm. Strategic Management J. 17(S2):109–122.Crossref, Google Scholar
- (2017) The narcissism-overclaiming link revisited. J. Res. Pers. 70:134–138.Crossref, Google Scholar
- (2000) Test prediction and performance in a classroom context. J Ed. Psych. 92(1):160–170.Crossref, Google Scholar
- (2013) Subjective knowledge in consumer financial decisions. J. Marketing Res. 50(3):303–316.Crossref, Google Scholar
- (2024) Metaknowledge of experts versus nonexperts: Do experts know better what they do and do not know? Behav. Decision Making 37(2):e2375.Crossref, Google Scholar
- (2011) Students and teachers’ knowledge of sampling and inference. Batanero C, Burrill G, Reading C, eds. Teaching Statistics in School Mathematics-Challenges for Teaching and Teacher Education, New ICMI Study Series (Springer, Dordrecht, Netherlands), 235–246.Crossref, Google Scholar
- (2000) Assessing the competence of specimen-processing personnel. Laboratory Medicine 31(11):633–637.Crossref, Google Scholar
- (2001) Is teacher immediacy actually related to student cognitive learning? Comm. Stud. 52(3):197–219.Crossref, Google Scholar
- (2022) The utility of overclaiming questionnaires depends on the fit between test content and application context. Current Psych. 42:29305–29315.Crossref, Google Scholar
- (2016) CEO overconfidence and management forecasting. Contemporary Accounting. Res. 33(1):204–227.Crossref, Google Scholar
- (2020) Edge: Turning Adversity into Advantage (Penguin, New York).Google Scholar
- (2001) Learning from errors in a driving simulation: Effects on driving skill and self-confidence. Ergonomics 43(12):1966–1984.Crossref, Google Scholar
- (1981) Reality monitoring. Psych. Rev. 88(1):67–85.Crossref, Google Scholar
- (2022) The fragility of experts: A moderated-mediation model of expertise, expert identity threat, and overprecision. Acad. Management J. 65(2):577–605.Crossref, Google Scholar
- (2018) Easier seen than done: Merely watching others perform can foster an illusion of skill acquisition. Psych. Sci. 29(4):521–536.Crossref, Google Scholar
- (2005) Self-regulation in error management training: Emotion control and metacognition as mediators of performance effects. J. Appl. Psych. 90(4):677–691.Crossref, Google Scholar
- (2008) Effectiveness of error management training: A meta-analysis. J. Appl. Psych. 93(1):59–69.Crossref, Google Scholar
- (2021) Overclaiming is not related to dark triad personality traits or stated and revealed risk preferences. PLoS One 16(8):e0255207.Crossref, Google Scholar
- (1993) How do we know that we know? The accessibility model of the feeling of knowing. Psych. Rev. 100(4):609–639.Crossref, Google Scholar
- (2008a) When confidence in a choice is independent of which choice is made. Psychonomic Bull. Rev. 15(5):997–1001.Crossref, Google Scholar
- (2008b) Subjective confidence in one’s answers: The consensuality principle. J. Experiment. Psych. Learn. Memory Cognition 34(4):945–959.Crossref, Google Scholar
- (2001) The combined contributions of the cue-familiarity and accessibility heuristics to feelings of knowing. J. Experiment. Psych. Learn. Memory Cognition 27(1):34–53.Crossref, Google Scholar
- (2021) The effect of experience on reducing the overconfidence effect in teachers. Problems Ed. 21st Century 79(2):220–228.Crossref, Google Scholar
- (1999) Unskilled and unaware of it: How difficulties in recognizing one’s own incompetence lead to inflated self-assessments. J. Personality Soc. Psych. 77(6):1121–1134.Crossref, Google Scholar
- (1999) Social Cognition: Making Sense of People (MIT Press, Cambridge, MA).Crossref, Google Scholar
- (2017) lmerTest package: Tests in linear mixed-effects models. J. Statist. Software 82(13):1–26.Crossref, Google Scholar
- (2009) Financial contracting with optimistic entrepreneurs. Rev. Financial Stud. 22(1):117–150.Crossref, Google Scholar
- Lee C (2016) Honesty-humility and the overclaiming technique. Master’s thesis, University of Calgary, Calgary, Canada.Google Scholar
- (1977) Calibration of probabilities: The state of the art. Jungermann H, De Zeeuw G, eds. Decision Making and Change in Human Affairs, Theory and Decision Library, vol. 16 (Springer, Dordrecht, Netherlands), 275–324.Google Scholar
- (2006) Influence of trainee characteristics, instructional satisfaction, and organizational climate on perceived learning and training transfer. Human Resource Development Quart. 17(1):85–115.Crossref, Google Scholar
- (2018) Is overconfidence a motivated bias? Experimental evidence. J. Experiment. Psych. General 147(10):1445–1465.Crossref, Google Scholar
- (2005) CEO overconfidence and corporate investment. J. Finance 60(6):2661–2700.Crossref, Google Scholar
- (2008) Who makes acquisitions? CEO overconfidence and the market’s reaction. J. Financial Econom. 89(1):20–43.Crossref, Google Scholar
- (2008) Overconfidence in interval estimates: What does expertise buy you? Organ. Behav. Human Decision Processes 107(2):179–191.Crossref, Google Scholar
- (2007) The formalist mathematical tradition as an obstacle to stochastical reasoning. François K, Van Bendegem JP, eds. Philosophical Dimensions in Mathematics Education (Springer, Boston), 131–155.Crossref, Google Scholar
- (2013) 2013 State of the industry. Report, American Society for Training & Development, Alexandria, VA.Google Scholar
- (2017) The three faces of overconfidence. Soc. Personality Psych. Compass 11(8):e12331.Crossref, Google Scholar
- (2013) Making heads or tails of probability: An experiment with random generators. British J. Ed. Psych. 83(3):379–395.Crossref, Google Scholar
- (2009) The effects and side-effects of statistics education: Psychology students’(mis-) conceptions of probability. Contemporary Ed. Psych. 34(3):210–220.Crossref, Google Scholar
- (2018) Knowing less but presuming more: Dunning-Kruger effects and the endorsement of anti-vaccine policy attitudes. Soc. Sci. Medicine 211:274–281.Crossref, Google Scholar
- (2019) How to (not) measure self-favoring response bias: An examination of impression management and overclaiming. Unpublished PhD thesis, Universität Ulm, Ulm, Germany.Google Scholar
- (2019) True virtue, self-presentation, or both?: A behavioral test of impression management and overclaiming. Psych. Assessment 31(2):181–191.Crossref, Google Scholar
- (2023) Poor Charlie’s Almanack: The Essential Wit and Wisdom of Charles T. Munger (Stripe Press, San Francisco).Google Scholar
- (2013) The Marley hypothesis: Denial of racism reflects ignorance of history. Psych. Sci. 24(2):213–218.Crossref, Google Scholar
- (1965) Overconfidence in case-study judgments. J. Consulting Psych. 29(3):261–265.Crossref, Google Scholar
- (1984) Predicting test performance: A content valid approach to screening applicants. Personality Psych. 37(3):507–514.Crossref, Google Scholar
- (2022) Expectation effects in working memory training. Proc. Natl. Acad. Sci. USA 119(37):e2209308119.Crossref, Google Scholar
- (2004) Measuring cognitive ability with the overclaiming technique. Intelligence 32(3):297–314.Crossref, Google Scholar
- (2003) The over-claiming technique: Measuring self-enhancement independent of ability. J. Personality Soc. Psych. 84(4):890–904.Crossref, Google Scholar
- (2020) Who falls for fake news? The roles of bullshit receptivity, overclaiming, familiarity, and analytic thinking. J. Personality 88(2):185–200.Crossref, Google Scholar
- (1972) Some effects of “social desirability” in survey studies. Amer. J. Sociol. 77(5):921–940.Crossref, Google Scholar
- R Core Team (2023) R: A Language and Environment for Statistical Computing (R Foundation for Statistical Computing, Vienna).Google Scholar
- (2016) Managerial overconfidence and debt decisions. J. Modern Accounting Auditing 12(4):225–241.Google Scholar
- (1995) Creating false memories: Remembering words not presented in lists. J. Experiment. Psych. Learning Memory Cognition 21(4):803–814.Crossref, Google Scholar
- (1992) Managing overconfidence. Sloan Management Rev. 33(2):7–17.Google Scholar
- (2018) Overconfidence among beginners: Is a little learning a dangerous thing? J. Personality Soc. Psych. 114(1):10–28.Crossref, Google Scholar
- (2023) Are experts overconfident?: An interdisciplinary review. Res. Organ. Behav. 43:100195.Crossref, Google Scholar
- (1980) Public opinion and public ignorance: The fine line between attitudes and nonattitudes. Amer. J. Sociol. 85(5):1214–1225.Crossref, Google Scholar
- (1988) Performance feedback improves the resolution of confidence judgments. Organ. Behav. Human Decision Processes 42(3):271–283.Crossref, Google Scholar
- (2003) The relationship between overconfidence and the introduction of risky products: Evidence from a field study. Acad. Management J. 46(2):139–149.Crossref, Google Scholar
- (2020) Overconfidence: A common psychological attribute of entrepreneurs which leads to firm failure. New England J. Entrepreneurship 23(1):25–39.Crossref, Google Scholar
- (1995) Performance and metamemory: Do students know what they don’t know? J. Instr. Psychol. 22(1):77–87.Google Scholar
- (2011) A meta-analysis of self-regulated learning in work-related training and educational attainment: What we know and where we need to go. Psych. Bull. 137(3):421–442.Crossref, Google Scholar
- (2010) Self-assessment of knowledge: A cognitive learning or affective measure? Acad. Management Learn. Ed. 9(2):169–191.Crossref, Google Scholar
- (2004) Overconfidence in interval estimates. J. Experiment. Psych. Learn. Memory Cognition 30(2):299–314.Crossref, Google Scholar
- (2010) The virtues of ignorance. Behav. Processes 83(2):207–212.Crossref, Google Scholar
- (1992) Studying the consequences of literacy within a literate society: The cognitive correlates of print exposure. Memory Cognition 20:51–68.Crossref, Google Scholar
- (2000) Training to improve calibration and discrimination: The effects of performance and environmental feedback. Organ. Behav. Human Decision Processes 83(2):282–309.Crossref, Google Scholar
- (2014) Mediation: R package for causal mediation analysis. J. Statist. Software 59(5):1–38.Crossref, Google Scholar
- (2012) Power, competitiveness, and advice taking: Why the powerful don’t listen. Organ. Behav. Human Decision Processes 117(1):53–65.Crossref, Google Scholar
- (1997) The validity of general practitioners’ self assessment of knowledge: Cross sectional study. BMJ 315(7120):1426–1428.Crossref, Google Scholar
- (1972) Episodic and semantic memory. Tulving E, Donaldson M, eds. Organization of Memory (Academic Press, Cambridge, MA), 381–403.Google Scholar
- (2002) A picture is worth a thousand lies: Using false photographs to create false childhood memories. Psychonomic Bull. Rev. 9(3):597–603.Crossref, Google Scholar
- (2017) Known unknowns: A critical determinant of confidence and calibration. Management Sci. 63(12):4298–4307.Link, Google Scholar
- (2021) Impression management and overclaiming on job applications: Related to future sales performance? Internat. J. Selection Assessment 29(1):134–138.Crossref, Google Scholar
- (2017) Failing to learn from feedback: Inter-and intrapersonal roadblocks to autonomous learning. Ellingson JE, Noe RA, eds. Autonomous Learning in the Workplace (Routledge/Taylor & Francis Group, New York), 263–286.Crossref, Google Scholar
- (2013) The hobgoblin of consistency: Algorithmic judgment strategies underlie inflated self-assessments of performance. J. Personality Soc. Psych. 104(6):976–994.Crossref, Google Scholar
- (2014) Teachers teaching misconceptions: A study of factors contributing to high school biology students’ acquisition of biological evolution-related misconceptions. Evolution Ed. Outreach 7(1):1–18.Google Scholar
- (2015) Reconsidering using bogus-statement inventory and over-claiming questionnaire to detecting faking. Acad. Management Proc. 2015(1):1–18.Crossref, Google Scholar
- (2014) Do people have insight into their abilities? A metasynthesis. Perspect. Psych. Sci. 9(2):111–125.Crossref, Google Scholar

