ArticlePsychonomic bulletin & review2020
Evidence for preferential attachment: Words that are more well connected in semantic networks are better at acquiring new links in paired-associate learning.
Article in Psychonomic bulletin & review, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
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- Reduced age differences in semantic memory networks: Evidence from semantically diverse free associations.Neuropsychologia · 2026Article
- The effects of contextual diversity on lexical processing: A scoping review.Psychonomic bulletin & review · 2025Article
- Free Association Database for a 62-Word Dataset Including Emotion and Colour Terms in English, Estonian, French, German, Italian, Lithuanian, and Spanish: Data from 14 Countries.Journal of open psychology data · 2025Article
- Data from "A Registered Report Testing the Effect of Sleep on DRM False Memory: Greater Lure and Veridical Recall but Fewer Intrusions After Sleep".Journal of open psychology data · 2024Article
- Evidence for optimal semantic search throughout adulthood.Scientific reports · 2023Article
- A registered report testing the effect of sleep on Deese-Roediger-McDermott false memory: greater lure and veridical recall but fewer intrusions after sleep.Royal Society open science · 2023Article
- Age differences in semantic network structure: Acquiring knowledge shapes semantic memory.Psychology and aging · 2023Article
- From eye movements to scanpath networks: A method for studying individual differences in expository text reading.Behavior research methods · 2023Article
- Semantic Memory and Creativity: The Costs and Benefits of Semantic Memory Structure in Generating Original Ideas.Thinking & reasoning · 2023Article
- Second Chances in Learning: Does a Resit Prospect Lower Study-Time Investments on a First Test?Journal of cognition · 2022Article
- Barriers to Building More Effective Treatments: Negative Interactions Amongst Smoking Intervention Components.Clinical psychological science : a journal of the Association for Psychological Science · 2021Article
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2 authors.
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Abstract
Here, we view the mental lexicon as a semantic network where words are connected if they are semantically related. Steyvers and Tenenbaum (Cognitive Science, 29, 41-78, 2005) proposed that the growth of semantic networks follows preferential attachment, the observation that new nodes are more likely to connect to preexisting nodes that are more well connected (i.e., the rich get richer). If this is the case, well-connected known words should be better at acquiring new links than poorly connected words. We tested this prediction in three paired-associate learning (PAL) experiments in which participants memorized arbitrary cue-response word pairs. We manipulated the semantic connectivity of the cue words, indexed by the words' free associative degree centrality. Experiment 1 is a reanalysis of the PAL data from Qiu and Johns (Psychonomic Bulletin & Review, 27, 114-121, 2020), in which young adults remembered 40 cue-response word pairs (e.g., nature-chain) and completed a cued recall task. Experiment 2 is a preregistered replication of Qiu and Johns. Experiment 3 addressed some limitations in Qiu and Johns's design by using pseudowords as the response items (e.g., boot-arruity). The three experiments converged to show that cue words of higher degree centrality facilitated the recall/recognition of the response items, providing support for the notion that better-connected words have a greater ability to acquire new links (i.e., the rich do get richer). Importantly, while degree centrality consistently accounted for significant portions of variance in PAL accuracy, other psycholinguistic variables (e.g., concreteness, contextual diversity) did not, suggesting that degree centrality is a distinct variable that affects the ease of verbal associative learning.
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