Subliminal messages exert long-term effects on decision-making — TEI-tagged view

Ruch, Züst, Henke · 2016 · cognitive-psychology · doi:10.1093/nc/niw013 · full text at the source · TEI xml · tagged edition · index · concepts · authors
Where this record's text came from. faceted 2026-08 by reading the locally held text (xml); every evidence string verified as an exact substring of that text before merging. Effect sizes are small (53.97% and 52.7% correct against a 50% chance level); the facets do not carry that. The 'contradicts' relation quotes the sentence in which the paper states the challenge; the works being challenged (Tononi, 2004; Shanks, 2010; Newell and Shanks, 2014) are named in the immediately following sentence rather than inside the quoted sentence, so the target is reconstructed from adjacent text. The hippocampal-relational-binding account is offered by the authors as speculation ('We speculate that...') and no imaging was done here, so it is not recorded as a mechanism claim. 2026-08-12 and 2026-08-15 schema-0.3 passes: every quote verified as an exact substring of the staged text and anchored at merge time; concept terms verified present; every edge endpoint an existing node.
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confidence interval 2 fields
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subliminal5 relational binding hippocampal memory system long-term memory9 masked2 decision accuracy chance level3 awareness test Bayes factors retention intervals lexical–semantic decisions unconscious processing face–occupation pairs prior distribution3 behavioural-experiment117

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonlong-term subliminal influence on delayed decision-making— “We asked if humans can rapidly integrate and store novel relational information (e.g. “person X is a manager”, see Fig. 1a ) from subliminal messages for later use in a decision-making situation (e.g. “guess the income of X”).”
claim-typeexistence— “This is unprecedented evidence of the longevity and impact of subliminal messages on conscious, rational decision-making.”
method — evidence— “We ran two experiments to test whether subliminal stimulus pairs would affect delayed decision-making ( Figure 1a ).”
object of study — evidence— “We speculated that subliminal messages might affect delayed decision-making especially if messages contain several pieces of novel information that must be relationally bound in long-term memory.”
mechanismmulti-item subliminal displays force relational binding, which recruits the hippocampus; hippocampal plasticity encodes the relation in a single exposure and holds it for the long term— “Relational encoding of multiple stimuli engages hippocampus ( Henke et al., 1997 ; Duss et al. , 2014 ), which learns rapidly and stores relations for long term due to its exceptional plasticity ( McClelland et al. , 1995 ).”mechanisms[0]
mechanismsingle familiar items are processed by neocortex, which needs many learning trials to lay down a trace, which is why earlier subliminal priming effects decayed within a second or accumulated only slowly— “It is known that the processing of single items engages neocortex ( Henke et al., 1997 ; Duss et al. , 2014 ), which forms long-term memory traces rather slowly over many learning trials ( McClelland et al. , 1995 ).”mechanisms[1]
mechanismThe proposed route is relational binding in the hippocampal system, which can encode novel relations rapidly and hold them durably— “Relational binding engages the hippocampal memory system, which can rapidly encode and durably store novel relations.”mechanisms[2]
mechanismThat predicts the opposite of the usual expectation - subliminal effects should last longer when the material is novel and must be bound, not when it is familiar and repeated— “These studies suggest that subliminal messages are only slowly stored and might not be stored at all if they provide novel, unfamiliar information.”mechanisms[3]
mechanismIn the second experiment the same logic is applied to word meaning: a subliminal German word must be decoded and linked to a foreign word for the later judgement to work— “Hence, the meaning of subliminal German words was decoded, linked to foreign words, and stored to influence lexical–semantic decisions 20 min following subliminal encoding.”mechanisms[4]
mechanismAwareness is ruled out four ways rather than one: interview, two objective tests, Bayes factors, and a regression on residual awareness— “We further performed a multiple regression analysis to assess whether potential awareness of faces or occupations predicted decision accuracy in the main experiment, and to estimate whether accuracy remained above chance level if the theoretical awareness in both tests is 0 (i.e., whether the intercept is significant).”mechanisms[5]
mechanismA stricter check: removing every participant whose awareness score deviated from chance in either direction, and confirming the effect survives— “In a final step, we excluded those participants from the analysis of the data from the main experiment, who tended to perform above or below chance level in either of the two awareness tests (12 participants exhibited an awareness score with a binomial probability of P < 20%).”mechanisms[6]
builds-on Duss et al. (2011) subliminal masking paradigm— “We used a well-established paradigm to render stimuli invisible ( Duss et al. , 2011 ).”claim_relations[0]
builds-on Greenwald et al. (1995) regression method for estimating awareness-independent subliminal effects— “This method was brought forward by Greenwald et al. (1995) .”claim_relations[1]
contradicts prevailing views that consciousness is a precondition for information integration, relational learning and decision-making (Tononi, 2004; Shanks, 2010; Newell and Shanks, 2014)— “The finding that subliminally processed information is rapidly integrated and stored to guide delayed decisions challenges prevailing views of the cognitive function of consciousness.”claim_relations[2]
critiques the view that subliminal effects decay within a second and are therefore harmless— “Subliminal manipulation is often considered harmless because its effects typically decay within a second.”claim_relations[3]
critiques the assumption that subliminal messages are stored only slowly and not at all when novel— “These studies suggest that subliminal messages are only slowly stored and might not be stored at all if they provide novel, unfamiliar information.”claim_relations[4]
extends Dienes on using Bayes factors to test whether a null can be accepted— “We, therefore, calculated Bayes factors for the two t -tests following the recommendations provided in Dienes (2008 , 2014 ).”claim_relations[5]
extends Greenwald et al.'s regression method for separating subliminal influence from residual awareness— “This method was brought forward by Greenwald et al. (1995) .”claim_relations[6]
sensea non-significant awareness test - as ABSENCE OF EVIDENCE: the test may simply have been too insensitive, which proves nothing— “However, the nonsignificant tests do not reveal whether participants were truly unaware (i.e. whether H0 can be accepted), or whether our tests were not sensitive enough to detect awareness.”senses[0]
sensea non-significant awareness test - as EVIDENCE OF ABSENCE: a Bayes factor below one third, which is what Experiment 1 obtained— “Both factors were below 1/3, indicating substantial evidence for the null hypothesis, i.e. that participants were not aware of the masked stimuli.”senses[1]
sensethe same test in Experiment 2 - INCONCLUSIVE: a factor near one, favouring neither hypothesis, and reported rather than glossed— “The resulting factor for the awareness test (mean accuracy = 1.3% above chance level, SE = 1.16%) was 1.14, which suggests that the test was not sensitive enough to reject stimulus awareness.”senses[2]
sensesubliminal effect - the received view: decays within about a second, which is why it is thought harmless— “Subliminal manipulation is often considered harmless because its effects typically decay within a second.”senses[3]
sensesubliminal effect - as found here: undiminished at 25 minutes compared with 15, for novel relational materialsenses[4]
controltwenty additional faces paired with CONSONANT STRINGS and presented subliminally as a control condition - AND THE PAPER MARKS IT '(not reported)' — absent-declared-unreported — rules out that the long-term preference follows from subliminal exposure to ANY paired string rather than to the message - consonant strings carry no meaning, and the paper marks the condition '(not reported)' in its own parenthesescontrols[0]
auditsubliminal —causes→ long-term memory — Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span says new associations were stored long-term; causes is loose.concept_edges[1]
weightsubliminal —causes→ long-term memory — 0.8
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concept_edges[1]
auditmasked —operationalised-as→ subliminal — Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the masked stimuli are reported as not seen; operationalised-as is loose.
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concept_edges[2]
edgeprior distribution —part-of→ Bayes factors
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concept_edges[4]
edgedecision accuracy —contrasted-with→ chance level
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concept_edges[5]
auditface–occupation pairs —operationalised-as→ relational binding — Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the face-occupation pairs are the experiment's stimuli; 'relational binding' as their operationalisation is loose.
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concept_edges[7]
auditunconscious processing —same-as→ subliminal — Audit 2026-09-28: DOUBTFUL - read against its span and kept, but the span concludes effects came from unconscious processing; same-as 'subliminal' is loose.
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concept_edges[10]
weightunconscious processing —same-as→ subliminal — 0.8
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concept_edges[10]
outcome (stated by the tagger, no quotation)control — absent-declared-unreportedcontrols[0]
replicationuntested
limitationThe paradigm cannot establish what kind of memory was formed - precise semantic relations or only fuzzy semantic/affective associations.
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limitations[0]
limitationIn experiment 2 the Bayes analysis of the awareness test was inconclusive, so true unawareness of the subliminal words was not established.
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limitations[1]
limitationThe awareness test for experiment 2 may simply have been insensitive rather than showing absence of awareness.
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limitations[2]
limitationAwareness was not probed trial-by-trial during the main experiments, so brief awareness of some stimuli cannot be excluded.
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limitations[3]
limitationThe authors state plainly that a non-significant awareness test does not establish unawareness, and this is why they compute Bayes factors
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limitations[4]
limitationIn Experiment 2 that check came back inconclusive and is reported as such - awareness could not be excluded
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limitations[5]
limitationThe conclusion for Experiment 2 is therefore explicitly left open on the awareness question
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limitations[6]
limitationThe regression method used to separate awareness from effect is cited together with the criticism of it
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limitations[7]
limitationThe effects are a few percentage points above chance in both experiments
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limitations[8]
limitationThe Experiment 2 effect rests on a p just under .05
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limitations[9]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingFaces that had been subliminally paired with high- or low-wage occupations were later consciously rated as high or low earners at 53.97% accuracy, above the 50% chance level.
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content_tags.findings[0]
findingSubliminally encoded semantic associations still steered conscious decisions almost thirty minutes later.
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content_tags.findings[1]
findingThe subliminal effect was no weaker after a 25-minute delay than after 15 minutes, so it did not measurably decay over that range.
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content_tags.findings[2]
findingSubliminally presented pseudoword-translation pairs let participants judge later whether a foreign word matched a synonym of its translation, at 52.7% accuracy versus 50% chance.
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content_tags.findings[3]
findingObjective forced-choice tests in experiment 1 gave substantial Bayesian evidence that participants could not perceive the masked faces or occupations.
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content_tags.findings[4]
findingIn experiment 2 the Bayes factor of 1.14 was inconclusive, so the awareness test there could not rule stimulus awareness out.
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content_tags.findings[5]
findingAccuracy in the awareness test did not predict decision accuracy in the main experiment.
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content_tags.findings[6]
findingLasting unconscious relational memories formed from only one or two subliminal encoding episodes in participants naive to the manipulation.
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content_tags.findings[7]
findingsubliminal face-occupation pairs shifted income judgements above chance almost half an hour later
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content_tags.findings[8]
findingthe effect was no weaker at 25 minutes than at 15
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content_tags.findings[9]
findingsubliminally presented foreign vocabulary supported later match/mismatch judgements at 52.7% against a 50% baseline
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content_tags.findings[10]
findingBayes factors gave substantial support for genuine unawareness in Experiment 1
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content_tags.findings[11]
findingthe same analysis was inconclusive in Experiment 2, so awareness could not be excluded there
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content_tags.findings[12]
findingthe effect survived removing every participant whose awareness score departed from chance in either direction
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content_tags.findings[13]
quantity53.97% — mean accuracy of income decisions about subliminally primed faces in experiment 1 (chance = 50%)
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content_tags.quantities[0]
quantity52.7% — mean accuracy of match/mismatch translation decisions in experiment 2 (chance = 50%)
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content_tags.quantities[1]
quantity50% — chance-level performance on the objective face-awareness forced-choice test
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content_tags.quantities[2]
quantity1.14 — Bayes factor for the experiment-2 awareness test, in the inconclusive range
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content_tags.quantities[3]
quantity46 — number of analysed participants in experiment 1 after exclusions
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content_tags.quantities[4]
quantity23 women and 11 men — composition of the analysed experiment-2 sample (34 participants)
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content_tags.quantities[5]
quantity40 — number of face–word pairs encoded subliminally in experiment 1, one encoding episode each
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content_tags.quantities[6]
quantity48 encoding episodes for 24 pseudoword–word pairs — experiment 2 encoding load: each pair shown in two nonadjacent subliminal episodes
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content_tags.quantities[7]
quantity53.97% — Experiment 1 decision accuracy, about four points above the 50% baseline
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content_tags.quantities[8]
quantity52.7% — Experiment 2 accuracy, under three points above baseline
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content_tags.quantities[9]
quantity0.16 and 0.14 — Bayes factors supporting genuine unawareness in Experiment 1
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content_tags.quantities[10]
quantity1.14 — the Experiment 2 Bayes factor - close to 1, favouring neither hypothesis
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content_tags.quantities[11]
quantity15 and 25 min — the two retention intervals across which the effect held
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content_tags.quantities[12]
quantity12 participants — those removed in the strict re-analysis for deviating from chance on an awareness test
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content_tags.quantities[13]
variableencoding-test interval (independent)
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content_tags.variables[1]
variablemean decision accuracy (dependent)
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content_tags.variables[3]
variableaccuracy in the awareness test (covariate)
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content_tags.variables[8]
variablemean logarithmic word frequency (control)
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content_tags.variables[9]
variablecharacter count (control)
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content_tags.variables[10]
definitionsandwich masking
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content_tags.definitions[0]
definitionindirect (implicit) memory test
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content_tags.definitions[1]
definition'deliberation without attention' effect
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content_tags.definitions[2]
definitionBayes factor
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content_tags.definitions[3]
definitionrelational binding
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content_tags.definitions[4]
key-termssubliminal, relational binding, hippocampal memory system, long-term memory, masked, decision accuracy, chance level, awareness test, Bayes factors, retention intervals, lexical–semantic decisions, unconscious processing
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
t-test t as written: two-tailed t -test
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content_tags.statistics[0]
confidence interval 95% CI as written: 95% CI [51.25, 56.96]
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content_tags.statistics[1]
Bayes factor BF as written: Bayes factors
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content_tags.statistics[2]
prior distribution as written: half-normal prior distribution with a mode of 0 and a standard deviation of 3.97%
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content_tags.statistics[3]
multiple regression β as written: multiple regression analysis
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content_tags.statistics[4]
Bayes factor as written: BF
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content_tags.statistics[5]
t-test as written: two-tailed t -test
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content_tags.statistics[6]
confidence interval as written: 95% CI
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content_tags.statistics[7]
multiple regression
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content_tags.statistics[8]
effect size as written: r
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content_tags.statistics[9]
binomial probability
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content_tags.statistics[10]
Second readings
a facet read a second time, independently, from its own sentence — and whether the two readings agree
phenomenonlong-term subliminal influence on delayed decision-making — a second reading reaching the same value; recorded: long-term subliminal influence on delayed decision-making
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alternatives.phenomenon

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