Cited by 350Neural and Behavioral Psychology StudiesPsychology of Social InfluenceNeurobiology of Language and Bilingualism

Mechanisms of masked priming: A meta-analysis.

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Van den Bussche, Eva, Van den Noortgate, Wim, Reynvoet, Bert·2009·Psychological Bulletin

Abstract

The extent to which unconscious information can influence behavior has been a topic of considerable debate throughout the history of psychology. A frequently used method for studying subliminal processing is the masked priming paradigm. The authors focused on studies in which this paradigm was used. Their aim was twofold: first, to assess the magnitude of subliminal priming across the literature and to determine whether subliminal primes are processed semantically, and second, to examine potential moderators of priming effects. The authors found significant priming in their analyses, indicating that unconsciously presented information can influence behavior. Furthermore, priming was observed under circumstances in which a nonsemantic interpretation could not fully explain the effects, suggesting that subliminally presented information can be processed semantically. Nonetheless, the nonsemantic processing of primes is enhanced and priming effects are boosted when the experimental context allows the formation of automatic stimulus-response mappings. This quantitative review also revealed several moderators that influence the strength of priming. (PsycINFO Database Record (c) 2009 APA, all rights reserved).

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  • A multilevel random effects model was applied to account for interdependency of effect sizes and differences in sample size.

    “To deal with this interdependency of effect sizes and the differences in sample size, we applied a multilevel random effects model (Houben, Van Den Noortgate, & Kuppens, 2015; Van Den Bussche, Van Den Noortgate, & Reynvoet, 2009; Viechtbauer, 2010; Viechtbauer, 2010).”

    From Does Natural Mentoring Matter? A Multilevel Meta‐analysis on the Association Between Natural Mentoring and Youth Outcomes (2018) · cites this paper as Van Den Bussche, Van Den Noortgate, & Reynvoet, 2009

    The Meta-Analytic Procedures section says the authors used a multilevel random-effects model for sampling, between-study, and within-study variance, and that its variance weighting accounts for sample size. But the same section says effect sizes from shared samples were dependent and that the covariance needed to account for this directly was unavailable; the authors assessed its impact with sensitivity analyses instead. Page numbers are not available in our copy. (LLM, conf=0.87)

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References 114 · Cited by 350

Research works printed but not linked: 47

  1. ‫ء‬ Alameda, J. R., Cuetos, F., & Brysbaert, M. (2003). The number 747 is named faster after seeing Boeing than after seeing Levi's: Associative priming in the processing of multidigit Arabic numerals. The Quarterly Journal of Experimental Psychology A, 56, 1009 -1019.
  2. Balota, D. A. (1983). Automatic semantic activation and episodic memory encoding. Journal of Verbal Learning and Verbal Behavior, 22, 88 -104.
  3. Begg, C. B. (1994). Publication bias. In H. Cooper & L. V. Hedges (Eds.), The handbook of research synthesis (pp. 399 -410). New York: Russell Sage Foundation.
  4. ‫ء‬ Bodner, G. E., & Masson, M. E. J. (2003). Beyond spreading activation: An influence of relatedness proportion on masked semantic priming. Psychonomic Bulletin & Review, 10, 645-652.
  5. Burnham, K. P., & Anderson, D. R. (1998). Model selection and inference: A practical information-theoretic approach. New York: Springer-Verlag.
  6. Carr, T. H., & Dagenbach, D. (1990). Semantic priming and repetition priming from masked words: Evidence for a center-surround attentional mechanism in perceptual recognition. Journal of Experimental Psychol- ogy: Learning, Memory, and Cognition, 16, 341-350.
  7. Cheesman, J., & Merikle, P. M. (1986). Distinguishing conscious from unconscious perceptual processes. Canadian Journal of Psychology, 40, 343-367.
  8. Damian, M. F. (2001). Congruity effects evoked by subliminally presented primes: Automaticity rather than semantic processing. Journal of Experi- mental Psychology: Human Perception and Performance, 27, 154 -165.
  9. ‫ء‬ Devlin, J. T., Jamison, H. L., Gonnerman, L. M., & Matthews, P. M. (2006). The role of the posterior fusiform gyrus in reading. Journal of Cognitive Neuroscience, 18, 911-922.
  10. ‫ء‬ Devlin, J. T., Jamison, H. L., Matthews, P. M., & Gonnerman, L. M. (2004). Morphology and the internal structure of words. Proceedings of the National Academy of Sciences of the United States of America, 101, 14984 -14988.
  11. Draine, S., & Greenwald, A. (1998). Replicable unconscious semantic priming. Journal of Experimental Psychology: General, 127, 286 -303.
  12. Forster, K. I., & Davis, C. (1984). Repetition priming and frequency attenuation in lexical access. Journal of Experimental Psychology: Learning, Memory, and Cognition, 10, 680 -698.
  13. ‫ء‬ Forster, K. I., Mohan, K., & Hector, J. (2003). The mechanics of masked priming. In: S. Kinoshita & S. J. Lupker (Eds.), Masked priming: The state of the art (pp. 3-37). New York: Psychology Press.
  14. Fowler, C., Wolford, G., Slade, R., & Tassinary, L. (1981). Lexical access with and without awareness. Journal of Experimental Psychology: Gen- eral, 110, 341-362.
  15. ‫ء‬ Frost, R., Forster, K. I., & Deutsch, A. (1997). What can we learn from the morphology of Hebrew? A masked-priming investigation of morpho- logical representation. Journal of Experimental Psychology: Learning, Memory, and Cognition, 23, 829 -856.
  16. Gibbons, R. D., Hedeker, D. R., & Davis, J. M. (1993). Estimation of effect size from a series of experiments involving paired comparisons. Journal of Educational Statistics, 18, 271-279.
  17. Greenhouse, J. B., & Iyengar, S. (1994). Sensitivity analysis and diagnos- tics. In H. Cooper & L. V. Hedges (Eds.), The handbook of research synthesis (pp. 383-398). New York: Russell Sage Foundation.
  18. Greenwald, A. G., Abrams, R. L., Naccache, L., & Dehaene, S. (2003). Long-term semantic memory versus contextual memory in unconscious number processing. Journal of Experimental Psychology: Learning, Memory, and Cognition, 29, 235-247.
  19. Hedges, L. V. (1982). Estimation of effect size from a series of indepen- dent experiments. Psychological Bulletin, 92, 490 -499.
  20. Hedges, L. V., & Olkin, I. (1985). Statistical methods for meta-analysis. Orlando, FL: Academic Press.
  21. Hines, D. (1993). Effect of masked picture primes on semantic priming for easy-and difficult-to-name words. The Journal of General Psychology, 120, 149 -165.
  22. Hines, D., Czerwinski, M., Sawyer, P. K., & Dwyer, M. (1986). Auto- matic semantic priming: Effect of category exemplar level and word association level. Journal of Experimental Psychology: Human Percep- tion and Performance, 12, 370 -379.
  23. Kamphuis, J. H., De Ruiter, C., Janssen, B., & Spiering, M. (2005). Prelim- inary evidence for an automatic link between sex and power among men who molest children. Journal of Interpersonal Violence, 20, 1351-1365.
  24. ‫ء‬ Kemp-Wheeler, S. M., & Hill, A. B. (1988). Semantic priming without awareness: Some methodological considerations and replications. The Quarterly Journal of Experimental Psychology, A, 40, 671-692.
  25. Kiefer, M., & Brendel, D. (2006). Attentional modulation of unconscious "automatic" processes: Evidence from event-related potentials in a masked priming paradigm. Journal of Cognitive Neuroscience, 18, 184 -198.
  26. Klinger, M. R., Burton, P. C., & Pitts, G. S. (2000). Mechanisms of unconscious priming: I. Response competition, not spreading activation. Journal of Experimental Psychology: Learning, Memory, and Cogni- tion, 26, 441-455.
  27. ‫ء‬ Koechlin, E., Naccache, L., Block, E., & Dehaene, S. (1999). Primed numbers: Exploring the modularity of numerical representations with masked and unmasked semantic priming. Journal of Experimental Psy- chology: Human Perception and Performance, 25, 1882-1905.
  28. Kouider, S., & Dehaene, S. (2007). Levels of processing during non- conscious perception: A critical review of visual masking. Philosophical Transactions of the Royal Society B, 362, 857-875.
  29. Light, R. J., & Pillemer, D. B. (1984). Summing up: The science of reviewing research. Cambridge, MA: Harvard University Press.
  30. Littell, R. C., Milliken, G. A., Stroup, W. W., Wolfinger, R. D., & Schabenberger, O. (2006). SAS system for mixed models (2nd ed.). Cary, NC: SAS Institute.
  31. Lucas, M. (2000). Semantic priming without association: A meta-analytic review. Psychonomic Bulletin & Review, 7, 618 -630.
  32. Merikle, P. M., & Daneman, M. (1998). Psychological investigations of unconscious perception. Journal of Consciousness Studies, 5, 5-18.
  33. Merikle, P. M., & Reingold, E. M. (1992). Measuring unconscious per- ceptual processes. In R. F. Bornstein & T. S. Pittman (Eds.), Perception without awareness (pp. 55-80). New York: Guilford Press.
  34. ‫ء‬ O'Seaghdha, P. G., & Marin, J. W. (1997). Mediated semantic- phonological priming: Calling distant relatives. Journal of Memory and Language, 36, 226 -252.
  35. Perfetti, C. A., & Tan, L. H. (1998). The time course of graphic, phono- logical, and semantic activation in visual Chinese character identifica- tion. Journal of Experimental Psychology: Learning, Memory, and Cog- nition, 24, 101-118.
  36. Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models (2nd ed.). London: Sage.
  37. ‫ء‬ Reynvoet, B., Caessens, B., & Brysbaert, M. (2002). Automatic stimulus- response associations may be semantically mediated. Psychonomic Bul- letin & Review, 9, 107-112.
  38. Reynvoet, B., Gevers, W., & Caessens, B. (2005). Unconscious primes activate motor codes through semantics. Journal of Experimental Psy- chology: Learning, Memory, and Cognition, 31, 991-1000.
  39. Sassenberg, K., & Moskowitz, G. B. (2005). Don't stereotype, think different! Overcoming automatic stereotype activation by mindset prim- ing. Journal of Experimental Social Psychology, 41, 506 -514.
  40. Tan, L. H., Hoosain, R., & Peng, D. (1995). Role of early presemantic phonological code in Chinese character identification. Journal of Exper- imental Psychology: Learning, Memory, and Cognition, 21, 43-54.
  41. Tan, L. H., Hoosain, R., & Siok, W. K. (1996). Activation of phonological codes before access to character meaning in written Chinese. Journal of Experimental Psychology: Learning, Memory and Cognition, 22, 865-882.
  42. Theios, J., & Amrhein, P. C. (1989). Theoretical analysis of the cognitive processing of lexical and pictorial stimuli: Reading, naming, and visual and conceptual comparisons. Psychological Review, 96, 5-24.
  43. Van den Bussche, E., Notebaert, K., & Reynvoet, B. (in press). Masked primes can be genuinely semantically processed: A picture prime study. Experimental Psychology.
  44. Van den Bussche, E., & Reynvoet, B. (in press). The mechanisms of masked priming: A state of the art. In E. B. Hartonek (Ed.), Experimen- tal psychology research trends. New York: Nova Science.
  45. Vorberg, D., Mattler, U., Heinecke, A., Schmidt, T., & Schwarzbach, J. (2004). Invariant time-course of priming with and without awareness. In C. Kaernbach, E. Schro ¨ger, & H. Mu ¨ller (Eds.), Psychophysics beyond sensation: Laws and invariants of human cognition (pp. 273-290).
  46. ‫ء‬ Williams, J. N. (1996). Is automatic priming semantic? European Journal of Cognitive Psychology, 8, 113-161.
  47. Ziegler, J. C., Ferrand, L., Jacobs, A. M., Rey, A., & Grainger, J. (2000). Visual and phonological codes in letter and word recognition: Evidence from incremental priming. The Quarterly Journal of Experimental Psy- chology A, 53, 671-692.

Authors
Van den Bussche, E., Van den Noortgate, W., & Reynvoet, B.
Affiliations
KU Leuven (BE)
Venue
Psychological Bulletin
Published
2009
Volume
135
Issue
3
Pages
452-477
ISSN
  • 0033-2909 (ISSN-L)
  • 1939-1455
OpenAlex
W2079479176
Cited by
350
References
114
Citations by year
2026: 12 · 2025: 21 · 2024: 18 · 2023: 21 · 2022: 17 · 2021: 21 · 2020: 21 · 2019: 12 · 2018: 21 · 2017: 20 · 2016: 19 · 2015: 24 · 2014: 31 · 2013: 29 · 2012: 29
FWCI
10.17
Type
journal article
Language
en
Open access
Licence
other-oa
Locations
  • Psychological Bulletin (publishedVersion)
  • PubMed (publishedVersion)
  • Lirias (submittedVersion, other-oa)
  • VUBIR (Vrije Universiteit Brussel) (submittedVersion)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
  • Social Sciences › Sociology and Political Science › Psychology of Social Influence
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
Keywords
masked priming, subliminal processing, semantic processing
MeSH terms
Cues, Decision Making, Humans, Perceptual Masking, Semantics, Subliminal Stimulation, Unconscious, Psychology

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