On the reception and detection of pseudo-profound bullshit
Open accessAbstract
Abstract Although bullshit is common in everyday life and has attracted attention from philosophers, its reception (critical or ingenuous) has not, to our knowledge, been subject to empirical investigation. Here we focus on pseudo-profound bullshit, which consists of seemingly impressive assertions that are presented as true and meaningful but are actually vacuous. We presented participants with bullshit statements consisting of buzzwords randomly organized into statements with syntactic structure but no discernible meaning (e.g., “Wholeness quiets infinite phenomena”). Across multiple studies, the propensity to judge bullshit statements as profound was associated with a variety of conceptually relevant variables (e.g., intuitive cognitive style, supernatural belief). Parallel associations were less evident among profundity judgments for more conventionally profound (e.g., “A wet person does not fear the rain”) or mundane (e.g., “Newborn babies require constant attention”) statements. These results support the idea that some people are more receptive to this type of bullshit and that detecting it is not merely a matter of indiscriminate skepticism but rather a discernment of deceptive vagueness in otherwise impressive sounding claims. Our results also suggest that a bias toward accepting statements as true may be an important component of pseudo-profound bullshit receptivity.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Research has shown that populist attitudes, analytical thinking, numerical thinking, bullshit receptivity, conspiracy mentality, news checking frequency, and social media use are associated with susceptibility to misinformation.
“we also included the following measures as covariates, which research has shown are associated with susceptibility to misinformation:”
From Psychological inoculation improves resilience against misinformation on social media (2022) · cites this paper as [36]
Engaging in analytic thinking reduces the propensity to share fake news.
“there is experimental evidence that engaging in analytic thinking reduces the propensity to share fake news (Bago et al., 2020;Gordon Pennycook et al., 2015;Gordon Pennycook & Rand, 2019)”
From The fingerprints of misinformation: how deceptive content differs from reliable sources in terms of cognitive effort and appeal to emotions (2022) · cites this paper as Gordon Pennycook et al., 2015
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(2011) · Cited by 14,317 · see citing works
A very brief measure of the Big-Five personality domains
Gosling, S. D., Rentfrow, P. J., & Swann, W. B. (2003) · Journal of Research in Personality · doi:10.1016/s0092-6566(03)00046-1 · Cited by 8,307 · see citing works
Cognitive Reflection and Decision Making
Frederick, S. (2005) · Journal of Economic Perspectives · doi:10.1257/089533005775196732 · Cited by 5,256 · see citing works
Dual-Process Theories of Higher Cognition: Advancing the Debate
Evans, J. S. B. T., & Stanovich, K. E. (2013) · Perspectives on Psychological Science · doi:10.1177/1745691612460685 · Cited by 4,271 · see citing works
Individual differences in reasoning: Implications for the rationality debate?
Stanovich, K., & West, R. (2000) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00003435 · Cited by 2,987 · see citing works
Gilbert, D. T. (1991) · American Psychologist · doi:10.1037/0003-066x.46.2.107 · Cited by 1,526 · see citing works
General Performance on a Numeracy Scale among Highly Educated Samples
Lipkus, I. M., Samsa, G., & Rimer, B. K. (2001) · Medical Decision Making · doi:10.1177/0272989x0102100105 · Cited by 1,501 · see citing works
Pacini, R., & Epstein, S. J. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.6.972 · Cited by 1,258 · see citing works
Frankfurt, H. G. (2005) · doi:10.1515/9781400826537 · Cited by 1,175 · see citing works
The Role of Numeracy in Understanding the Benefit of Screening Mammography
Schwartz, L. M., Woloshin, S., Black, W. C., & Welch, H. G. (1997) · Annals of Internal Medicine · doi:10.7326/0003-4819-127-11-199712010-00003 · Cited by 1,132 · see citing works
The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks
Toplak, M. E., West, R. F., & Stanovich, K. E. (2011) · Memory & Cognition · doi:10.3758/s13421-011-0104-1 · Cited by 1,047 · see citing works
Rationality and the Reflective Mind
Stanovich, K. (2010) · doi:10.1093/acprof:oso/9780195341140.001.0001 · Cited by 1,041 · see citing works
Measuring Belief in Conspiracy Theories: The Generic Conspiracist Beliefs Scale
Brotherton, R., French, C. C., & Pickering, A. D. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00279 · Cited by 950 · see citing works
Assessing miserly information processing: An expansion of the Cognitive Reflection Test
Toplak, M. E., West, R. F., & Stanovich, K. E. (2014) · Thinking & Reasoning · doi:10.1080/13546783.2013.844729 · Cited by 864 · see citing works
The Naturalness of Religious Ideas: A Cognitive Theory of Religion
Boyer, P. (1994) · doi:10.1525/9780520911628 · Cited by 780 · see citing works
Religion's evolutionary landscape: Counterintuition, commitment, compassion, communion
Atran, S., & Norenzayan, A. (2004) · Behavioral and Brain Sciences · doi:10.1017/s0140525x04000172 · Cited by 759 · see citing works
Analytic thinking reduces belief in conspiracy theories
Swami, V., Voracek, M., Stieger, S., Tran, U. S., & Furnham, A. (2014) · Cognition · doi:10.1016/j.cognition.2014.08.006 · Cited by 726 · cited 2× · see citing works
“, 2012; Shenhav, Rand & Greene, 2012), and are less likely to engage in conspiratorial ideation (Swami et al., 2014) or believe in the efficacy of alternative medicine (Browne et al.”
You can't not believe everything you read.
Gilbert, D. T., Tafarodi, R. W., & Malone, P. S. (1993) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.65.2.221 · Cited by 655 · see citing works
Analytic Thinking Promotes Religious Disbelief
Gervais, W. M., & Norenzayan, A. (2012) · Science · doi:10.1126/science.1215647 · Cited by 589 · see citing works
Divine intuition: Cognitive style influences belief in God.
Shenhav, A., Rand, D. G., & Greene, J. D. (2012) · Journal of Experimental Psychology: General · doi:10.1037/a0025391 · Cited by 557 · see citing works
The Naturalness of Religious Ideas: A Cognitive Theory of Religion
Barrett, J. L., & Boyer, P. (1996) · Journal for the Scientific Study of Religion · doi:10.2307/1386422 · Cited by 547 · see citing works
Analytic cognitive style predicts religious and paranormal belief
Pennycook, G., Cheyne, J. A., Seli, P., Koehler, D. J., & Fugelsang, J. A. (2012) · Cognition · doi:10.1016/j.cognition.2012.03.003 · Cited by 544 · see citing works
Self-citationA Revised Paranormal Belief Scale
Tobacyk, J. (2004) · International Journal of Transpersonal Studies · doi:10.24972/ijts.2004.23.1.94 · Cited by 524 · see citing works
Baron, J. (1985) · Cambridge University Press eBooks · doi:10.1017/cbo9780511571275 · Cited by 511 · see citing works
Empson, W. (1930) · Cited by 493 · see citing works
What makes us think? A three-stage dual-process model of analytic engagement
Pennycook, G., Fugelsang, J. A., & Koehler, D. J. (2015) · Cognitive Psychology · doi:10.1016/j.cogpsych.2015.05.001 · Cited by 474 · see citing works
Self-citationThe fallacy of personal validation: a classroom demonstration of gullibility.
Forer, B. R. (1949) · Journal of Abnormal & Social Psychology · doi:10.1037/h0059240 · Cited by 413 · see citing works
Neys, W. D. (2012) · Perspectives on Psychological Science · doi:10.1177/1745691611429354 · Cited by 386 · see citing works
Evans, J. S. B. T., & Baron, J. (1987) · British Journal of Educational Studies · doi:10.2307/3120822 · Cited by 372 · see citing works
Everyday Consequences of Analytic Thinking
Pennycook, G., Fugelsang, J. A., & Koehler, D. J. (2015) · Current Directions in Psychological Science · doi:10.1177/0963721415604610 · Cited by 360 · see citing works
Self-citationBaron, J., Scott, S., Fincher, K., & Emlen Metz, S. (2015) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2014.09.003 · Cited by 346 · see citing works
Meehl, P. E. (1956) · American Psychologist · doi:10.1037/h0044164 · Cited by 338 · see citing works
Development of a Short form for the Raven Advanced Progressive Matrices Test
Arthur, W., & Day, D. V. (1994) · Educational and Psychological Measurement · doi:10.1177/0013164494054002013 · Cited by 298 · see citing works
Lobato, E. J. C., Mendoza, J., Sims, V., & Chin, M. G. (2014) · Applied Cognitive Psychology · doi:10.1002/acp.3042 · Cited by 292 · see citing works
Does the cognitive reflection test measure cognitive reflection? A mathematical modeling approach
Campitelli, G., & Gerrans, P. (2013) · Memory & Cognition · doi:10.3758/s13421-013-0367-9 · Cited by 260 · see citing works
Superstitious, magical, and paranormal beliefs: An integrative model
Lindeman, M., & Aarnio, K. (2006) · Journal of Research in Personality · doi:10.1016/j.jrp.2006.06.009 · Cited by 249 · see citing works
Conflict detection, dual processes, and logical intuitions: Some clarifications
Neys, W. D. (2013) · Thinking & Reasoning · doi:10.1080/13546783.2013.854725 · Cited by 242 · see citing works
Browne, M., Thomson, P., Rockloff, M., & Pennycook, G. (2015) · PLoS ONE · doi:10.1371/journal.pone.0132562 · Cited by 232 · see citing works
Self-citationCognitive style and religiosity: The role of conflict detection
Pennycook, G., Cheyne, J. A., Barr, N., Koehler, D. J., & Fugelsang, J. A. (2013) · Memory & Cognition · doi:10.3758/s13421-013-0340-7 · Cited by 229 · see citing works
Self-citationSvedholm‐Häkkinen, A. M., & Lindeman, M. (2012) · British Journal of Psychology · doi:10.1111/j.2044-8295.2012.02118.x · Cited by 135 · see citing works
Lindeman, M., Svedholm‐Häkkinen, A. M., & Lipsanen, J. O. (2014) · Cognition · doi:10.1016/j.cognition.2014.09.008 · Cited by 128 · see citing works
Beyond the Hoax: Science, Philosophy and Culture
Sokal, A. D. (2008) · CERN Document Server (European Organization for Nuclear Research) · Cited by 120 · see citing works
Sperber, D. (2010) · Review of Philosophy and Psychology · doi:10.1007/s13164-010-0025-0 · Cited by 114 · see citing works
Biases in intuitive reasoning and belief in complementary and alternative medicine
Lindeman, M. (2010) · Psychology and Health · doi:10.1080/08870440903440707 · Cited by 98 · see citing works
The prevalence of humbug, and other essays
Black, M. (1983) · Medical Entomology and Zoology · Cited by 66 · see citing works
Accepting personality test feedback: A review of the Barnum effect
Furnham, A. F., & Schofield, S. (1987) · Current Psychology · doi:10.1007/bf02686623 · Cited by 62 · see citing works
The Dark Side of the Loon. Explaining the Temptations of Obscurantism
Buekens, F., & Boudry, M. (2014) · Theoria · doi:10.1111/theo.12047 · Cited by 45 · see citing works
Sentences with core knowledge violations increase the size of N400 among paranormal believers
Lindeman, M., CEDERSTROM, S., Simola, P. E., Simula, A., OLLIKAINEN, S., & Riekki, T. J. J. (2008) · Cortex · doi:10.1016/j.cortex.2007.07.010 · Cited by 42 · see citing works
Chiesi, F., Ciancaleoni, M., Galli, S., Morsanyi, K., & Primi, C. (2011) · Learning and Individual Differences · doi:10.1016/j.lindif.2011.12.007 · Cited by 37 · see citing works
Chopra, D. (2015) · Cited by 28 · see citing works
A rose by any other name: A social-cognitive perspective on poets and poetry
Bar‐Hillel, M., Maharshak, A., Moshinsky, A., & Nofech, R. (2012) · Judgment and Decision Making · doi:10.1017/s1930297500002989 · Cited by 21 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Frankfurt, H. G. (2005) On Bullshit. Cambridge: Cam- bridge University Press.
Cited by
Sorted by citations
Beyond misinformation: Understanding and coping with the “post-truth” era.
Lewandowsky, S., Ecker, U. K. H., & Cook, J. (2017) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2017.07.008 · Cited by 1,985 · see citing works
Pennycook, G., & Rand, D. G. (2021) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2021.02.007 · Cited by 1,360 · see citing works
Self-citationPennycook, G., & Rand, D. G. (2020) · Journal of Personality · doi:10.1111/jopy.12476 · Cited by 879 · see citing works
Self-citationPsychological inoculation improves resilience against misinformation on social media
Roozenbeek, J., van der Linden, S., Goldberg, B., Rathje, S., & Lewandowsky, S. (2022) · Science Advances · doi:10.1126/sciadv.abo6254 · Cited by 472 · see citing works
Reliance on emotion promotes belief in fake news
Martel, C., Pennycook, G., & Rand, D. G. (2020) · Cognitive Research: Principles and Implications · doi:10.1186/s41235-020-00252-3 · Cited by 470 · see citing works
Self-citationBronstein, M. V., Pennycook, G., Bear, A., Rand, D. G., & Cannon, T. D. (2019) · Journal of Applied Research in Memory and Cognition · doi:10.1016/j.jarmac.2018.09.005 · Cited by 324 · see citing works
Self-citationDurably reducing conspiracy beliefs through dialogues with AI
Costello, T. H., Pennycook, G., & Rand, D. G. (2024) · Science · doi:10.1126/science.adq1814 · Cited by 354 · see citing works
Self-citationPennycook, G., Ross, R. M., Koehler, D. J., & Fugelsang, J. A. (2016) · PLoS ONE · doi:10.1371/journal.pone.0153039 · Cited by 232 · see citing works
Humans versus AI: whether and why we prefer human-created compared to AI-created artwork
Bellaiche, L., Shahi, R., Turpin, M. H., Ragnhildstveit, A., Sprockett, S., Barr, N., Christensen, A., & Seli, P. (2023) · Cognitive Research: Principles and Implications · doi:10.1186/s41235-023-00499-6 · Cited by 233 · see citing works
“Past work with the CRT has found negative relationships between CRT scores and perceived profundity of randomly generated statements (Pennycook et al., 2015), implying a relationship between cognitive reflection traits and subjective judgements of profundity that could extend to aesthetics.”
BackgroundSelf-citationPolitical Psychology in the Digital (mis)Information age: A Model of News Belief and Sharing
Van Bavel, J. J., Harris, E. A., Pärnamets, P., Rathje, S., Doell, K. C., & Tucker, J. A. (2021) · Social Issues and Policy Review · doi:10.1111/sipr.12077 · Cited by 213 · see citing works
Alper, S., Bayrak, F., & Yilmaz, O. (2021) · Current Psychology · doi:10.1007/s12144-020-00903-0 · Cited by 192 · see citing works
“We also hypothesized that since reliance on intuitive thinking favors belief in conspiracy theories as shown in the previous literature (Pennycook et al. 2015; Swami et al. 2014) and the current research, reliance on intuition might also predict the level of compliance with preventive measures, yet…”
BackgroundResultThe illusion of explanatory depth and endorsement of conspiracy beliefs
Vitriol, J. A., & Marsh, J. K. (2018) · European Journal of Social Psychology · doi:10.1002/ejsp.2504 · Cited by 118 · see citing works
The detection of political deepfakes
Appel, M., & Prietzel, F. (2022) · Journal of Computer-Mediated Communication · doi:10.1093/jcmc/zmac008 · Cited by 95 · see citing works
Carrasco-Farré, C. (2022) · Humanities and Social Sciences Communications · doi:10.1057/s41599-022-01174-9 · Cited by 84 · see citing works
How Can Psychological Science Help Counter the Spread of Fake News?
van der Linden, S., Roozenbeek, J., Maertens, R., Basol, M., Kácha, O., Rathje, S., & Traberg, C. S. (2021) · The Spanish Journal of Psychology · doi:10.1017/sjp.2021.23 · Cited by 71 · see citing works
Happy Believers and Sad Skeptics? Affective Influences on Gullibility
Forgas, J. P. (2019) · Current Directions in Psychological Science · doi:10.1177/0963721419834543 · Cited by 61 · see citing works
Reliance on emotion promotes belief in fake news
Martel, C., Pennycook, G., & Rand, D. G. (2019) · doi:10.31234/osf.io/a2ydw · Cited by 49 · see citing works
Self-citationDurably reducing conspiracy beliefs through dialogues with AI
Costello, T. H., Pennycook, G., & Rand, D. G. (2024) · doi:10.31234/osf.io/xcwdn · Cited by 28 · see citing works
Self-citationPlohl, N., Mlakar, I., Aquilino, L., Bisconti, P., & Smrke, U. (2025) · International Journal of Human–Computer Interaction · doi:10.1080/10447318.2024.2384821 · Cited by 9 · see citing works
- Authors
- Pennycook, G., Allan Cheyne, J., Barr, N., Koehler, D. J., & Fugelsang, J. A.
- Affiliations
- University of Waterloo (CA)
- Sheridan College (US)
- Corresponding author
- Pennycook, Gordon
- Venue
- Judgment and Decision Making
- Publisher
- Cambridge University Press (CUP)
- Published
- 2015-11
- Volume
- 10
- Issue
- 6
- Pages
- 549-563
- ISSN
- 1930-2975 (ISSN-L)
- OpenAlex
- W2282631200
- Cited by
- 536
- References
- 51
- Citations by year
- 2026: 58 · 2025: 45 · 2024: 63 · 2023: 63 · 2022: 64 · 2021: 63 · 2020: 64 · 2019: 43 · 2018: 37 · 2017: 18 · 2016: 16 · 2015: 1
- FWCI
- 18.14
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Judgment and Decision Making (publishedVersion, cc-by)
- SOURCE Sheridan's Institutional Repository (Sheridan College) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Funders
- Natural Sciences and Engineering Research Council of Canada
- Topics
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Arts and Humanities › Philosophy › Epistemology, Ethics, and Metaphysics
- Social Sciences › Sociology and Political Science › Misinformation and Its Impacts
- Keywords
- pseudo-profound bullshit, bullshit receptivity, intuitive cognitive style, supernatural beliefs, skepticism, buzzwords
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review