Cited by 49Memory Processes and InfluencesPhilosophy and History of ScienceAdvanced Causal Inference Techniques

Mediators and Mechanisms

Tryon, Warren W.·2018·Clinical Psychological Science

Abstract

Mediators are widely thought to be mechanisms. Mediation is to mechanism what correlation is to causation. Statistical evidence of mediation is necessary but not sufficient evidence of mechanism just as statistical evidence of correlation is necessary but not sufficient evidence of cause. Mechanisms also require evidence of causation and an explanation regarding how and why mediation works in terms of a series of causal steps in order to have explanatory value. Otgaar, Muris Howe, and Merckelbach made a case for an associative activation psychological mechanism. This article further advances the case for an associative activation mechanism by showing that it is an important parallel distributed processing mechanism in the connectionist neural network models introduced by Rumelhart and McClelland.

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Crossref · 10.1177/2167702618765791

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Authors
Tryon, W. W.
Affiliations
Fordham University (US)
Corresponding author
Tryon, Warren W.
Venue
Clinical Psychological Science
Published
2018-05-16
Volume
6
Issue
5
Pages
619-628
ISSN
  • 2167-7026 (ISSN-L)
  • 2167-7034
OpenAlex
W2803836576
Cited by
49
References
56
Citations by year
2026: 3 · 2025: 4 · 2024: 3 · 2023: 5 · 2022: 8 · 2021: 5 · 2020: 6 · 2019: 12 · 2018: 3
FWCI
3.87
Type
journal article
Language
en
Open access
closed
Locations
Clinical Psychological Science (publishedVersion)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory Processes and Influences
  • Social Sciences › Arts and Humanities › History and Philosophy of Science › Philosophy and History of Science
  • Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
Keywords
mediation, psychological mechanisms, associative activation, parallel distributed processing, connectionist models, causal explanation

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