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Relational complexity influences analogical reasoning ability

Kevin Leonard, Parisa Sepehri, Breanna Cheri, Debbie M. Kelly

iScience. 2023 Apr 21; 26(4): 106392. Published online 2023 Mar 11. doi: 10.1016/j.isci.2023.106392

PMCID:: PMC10074587

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Evidence in Support of Analogical Reasoning Improvements with Executive Attention Intervention in Healthy Young Adults

Yixuan Lin, Qing Li, Mengke Zhang, Yujie Su, Xiangpeng Wang, Hong Li, Antao Chen

Neurosci Bull. 2022 Dec; 38(12): 1476–1490. Published online 2022 Aug 19. doi: 10.1007/s12264-022-00941-7

PMCID:: PMC9723033

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The Unique Contributions of Verbal Analogical Reasoning and Nonverbal Matrix Reasoning to Science and Maths Problem‐Solving in Adolescence

Annie Brookman‐Byrne, Denis Mareschal, Andrew K. Tolmie, Iroise Dumontheil

Mind Brain Educ. 2019 Aug; 13(3): 211–223. Published online 2019 Aug 16. doi: 10.1111/mbe.12212

PMCID:: PMC7189624

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Children’s Early Spontaneous Comparisons Predict Later Analogical Reasoning Skills: An Investigation of Parental Influence

Catriona Silvey, Dedre Gentner, Lindsey Engle Richland, Susan Goldin-Meadow

Open Mind (Camb) 2023; 7: 483–509. Published online 2023 Jul 28. doi: 10.1162/opmi_a_00093

PMCID:: PMC10449400

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Preschoolers’ Perceptual Analogical Reasoning and Map Reading: A Preliminary Study on the Mediating Effect of Spatial Language

Marco Giancola, Maria Chiara Pino, Valentina Riccio, Laura Piccardi, Simonetta D’Amico

Children (Basel) 2023 Apr; 10(4): 630. Published online 2023 Mar 28. doi: 10.3390/children10040630

PMCID:: PMC10136668

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Various sources of distraction during analogical reasoning

Hanna Kucwaj, Michał Ociepka, Adam Chuderski

Mem Cognit. 2022; 50(7): 1614–1628. Published online 2022 Feb 24. doi: 10.3758/s13421-022-01285-3

PMCID:: PMC9508029

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Individual Differences in Relational Learning and Analogical Reasoning: A Computational Model of Longitudinal Change

Leonidas A. A. Doumas, Robert G. Morrison, Lindsey E. Richland

Front Psychol. 2018; 9: 1235. Published online 2018 Jul 24. doi: 10.3389/fpsyg.2018.01235

PMCID:: PMC6095010

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The Role of Perceptual Interference, Semantic Interference, and Relational Integration in the Development of Analogical Reasoning

Xiao Yu, Liuna Geng, Yinghe Chen, Congcong Han, Xiaojing Zhu

Front Psychol. 2020; 11: 756. Published online 2020 May 12. doi: 10.3389/fpsyg.2020.00756

PMCID:: PMC7235168

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Understanding the What and When of Analogical Reasoning Across Analogy Formats: An Eye‐Tracking and Machine Learning Approach

Jean‐Pierre Thibaut, Yannick Glady, Robert M. French

Cogn Sci. 2022 Nov; 46(11): e13208. Published online 2022 Nov 18. doi: 10.1111/cogs.13208

PMCID:: PMC9786648

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Inhibitory control during selective retrieval may hinder subsequent analogical thinking

Tania M. Valle, Carlos J. Gómez-Ariza, M. Teresa Bajo

PLoS One. 2019; 14(2): e0211881. Published online 2019 Feb 12. doi: 10.1371/journal.pone.0211881

PMCID:: PMC6372166

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Teaching Postsecondary Students to Use Analogies as a Cognitive Learning Strategy: An Intervention

Joseph C. Tise, Rayne A. Sperling, Michael S. Dann, Taylor M. Young

CBE Life Sci Educ. 2023 Spring; 22(1): ar10. doi: 10.1187/cbe.22-05-0084

PMCID:: PMC10074267

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Social Analogical Reasoning in School-Aged Children with Autism Spectrum Disorder and Typically Developing Peers

Adam E. Green, Lauren Kenworthy, Natalie Gallagher, Ligia Antezana, Maya G. Mosner, Samantha Krieg, Katherina Dudley, Allison Ratto, Benjamin E. Yerys

Autism. Author manuscript; available in PMC 2018 Aug 10.

Published in final edited form as: Autism. 2017 May; 21(4): 403–411. Published online 2016 May 12. doi: 10.1177/1362361316644728

PMCID:: PMC6085745

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Teaching Analogical Reasoning With Co-speech Gesture Shows Children Where to Look, but Only Boosts Learning for Some

Katharine F. Guarino, Elizabeth M. Wakefield

Front Psychol. 2020; 11: 575628. Published online 2020 Sep 23. doi: 10.3389/fpsyg.2020.575628

PMCID:: PMC7538547

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Eye movements provide insight into individual differences in children’s analogical reasoning strategies

Ariel Starr, Michael Vendetti, Silvia. A. Bunge

Acta Psychol (Amst) Author manuscript; available in PMC 2019 May 1.

Published in final edited form as: Acta Psychol (Amst). 2018 May; 186: 18–26. Published online 2018 Apr 15. doi: 10.1016/j.actpsy.2018.04.002

PMCID:: PMC5936652

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Zero-shot visual reasoning through probabilistic analogical mapping

Taylor Webb, Shuhao Fu, Trevor Bihl, Keith J. Holyoak, Hongjing Lu

Nat Commun. 2023; 14: 5144. Published online 2023 Aug 24. doi: 10.1038/s41467-023-40804-x

PMCID:: PMC10449798

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The causal mechanisms underlying analogical reasoning performance improvement by executive attention intervention

Yixuan Lin, Qing Li, Antao Chen

Hum Brain Mapp. 2023 Jun 1; 44(8): 3241–3253. Published online 2023 Mar 27. doi: 10.1002/hbm.26278

PMCID:: PMC10171494

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General and specialized brain correlates for analogical reasoning: A meta‐analysis of functional imaging studies

Lucie Hobeika, Capucine Diard‐Detoeuf, Béatrice Garcin, Richard Levy, Emmanuelle Volle

Hum Brain Mapp. 2016 May; 37(5): 1953–1969. Published online 2016 Mar 25. doi: 10.1002/hbm.23149

PMCID:: PMC6867453

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Thinking Cap Plus Thinking Zap: tDCS of Frontopolar Cortex Improves Creative Analogical Reasoning and Facilitates Conscious Augmentation of State Creativity in Verb Generation

Adam E. Green, Katherine A. Spiegel, Evan J. Giangrande, Adam B. Weinberger, Natalie M. Gallagher, Peter E. Turkeltaub

Cereb Cortex. 2017 Apr; 27(4): 2628–2639. Published online 2016 Apr 13. doi: 10.1093/cercor/bhw080

PMCID:: PMC6361291

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Continuous Analogical Proportions-Based Classifier

Marouane Essid, Myriam Bounhas, Henri Prade

Information Processing and Management of Uncertainty in Knowledge-Based Systems. 2020; 1237: 541–555. Published online 2020 May 18. doi: 10.1007/978-3-030-50146-4_40

PMCID:: PMC7274341

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Using an analogical reasoning framework to infer language patterns for negative life events

Jheng-Long Wu, Xiang Xiao, Liang-Chih Yu, Shao-Zhen Ye, K. Robert Lai

BMC Med Inform Decis Mak. 2019; 19: 173. Published online 2019 Aug 28. doi: 10.1186/s12911-019-0895-8

PMCID:: PMC6712629

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PMC Images search for analogical reasoning

Figure 1.

Analogical reasoning trials involving (A) low semantic distance, and (B) high semantic distance.

Abstract analogical reasoning in high-functioning children with autism spectrum disorders

Autism Res. ;7(6):677-686.
Figure 1.

An example pictorial analogy item used in the social content analogical reasoning task. Participants were explicitly instructed to apply analogical reasoning to identify the correct response from four possible answer choices. Each trial required participants to identify analogies between social interactions, i.e., mutually voluntary interactions between intentional agents (usually people, occasionally animals).

Social Analogical Reasoning in School-Aged Children with Autism Spectrum Disorder and Typically Developing Peers

Autism. ;21(4):403-411.
FIGURE 3

Density plots showing percent correct on the language based analogical reasoning task for native and non-native signers by age of date of entry groups.

American Sign Language Syntax and Analogical Reasoning Skills Are Influenced by Early Acquisition and Age of Entry to Signing Schools for the Deaf

Front Psychol. 2016;7:1982.
Figure 4

Brain regions where BOLD signal during maths problem‐solving (a) positively correlated with verbal analogical reasoning (shown in yellow) and (b) negatively correlated with nonverbal matrix reasoning (shown in green), with corresponding scatterplots. Contrasts p _uncorr < .001 at the voxel level and p _FWE < .05 at the cluster level. Images are rendered on the canonical brain in SPM.

The Unique Contributions of Verbal Analogical Reasoning and Nonverbal Matrix Reasoning to Science and Maths Problem‐Solving in Adolescence

Mind Brain Educ. 2019 Aug;13(3):211-223.