Loading…

Eye Movements Reveal Optimal Strategies for Analogical Reasoning

Analogical reasoning refers to the process of drawing inferences on the basis of the relational similarity between two domains. Although this complex cognitive ability has been the focus of inquiry for many years, most models rely on measures that cannot capture individuals' thought processes m...

Full description

Saved in:
Bibliographic Details
Published in:Frontiers in psychology 2017-06, Vol.8, p.932-932
Main Authors: Vendetti, Michael S, Starr, Ariel, Johnson, Elizabeth L, Modavi, Kiana, Bunge, Silvia A
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3
cites cdi_FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3
container_end_page 932
container_issue
container_start_page 932
container_title Frontiers in psychology
container_volume 8
creator Vendetti, Michael S
Starr, Ariel
Johnson, Elizabeth L
Modavi, Kiana
Bunge, Silvia A
description Analogical reasoning refers to the process of drawing inferences on the basis of the relational similarity between two domains. Although this complex cognitive ability has been the focus of inquiry for many years, most models rely on measures that cannot capture individuals' thought processes moment by moment. In the present study, we used participants' eye movements to investigate reasoning strategies in real time while solving visual propositional analogy problems (A:B::C:D). We included both a semantic and a perceptual lure on every trial to determine how these types of distracting information influence reasoning strategies. Participants spent more time fixating the analogy terms and the target relative to the other response choices, and made more saccades between the A and B items than between any other items. Participants' eyes were initially drawn to perceptual lures when looking at response choices, but they nonetheless performed the task accurately. We used participants' gaze sequences to classify each trial as representing one of three classic analogy problem solving strategies and related strategy usage to analogical reasoning performance. A project-first strategy, in which participants first extrapolate the relation between the AB pair and then generalize that relation for the C item, was both the most commonly used strategy as well as the optimal strategy for solving visual analogy problems. These findings provide new insight into the role of strategic processing in analogical problem solving.
doi_str_mv 10.3389/fpsyg.2017.00932
format article
fullrecord <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_5c2197dfb5154651af439fe140c32b93</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_5c2197dfb5154651af439fe140c32b93</doaj_id><sourcerecordid>1911201759</sourcerecordid><originalsourceid>FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3</originalsourceid><addsrcrecordid>eNpVkU1v2zAMhoVhw1p0ve80-LhLUlJfti7DiqLbCnQo0PUuyDLluXCsTHIC5N9PSdqi5YWE-PIhhZexzwhLIRpzEdZ51y85YL0EMIK_Y6eotVwg1M37V_UJO8_5EUpI4AD8IzvhjeZaSnHKvl_vqPodt7Siac7VPW3JjdXdeh5WJf-Zk5upHyhXIabqcnJj7AdfOvfkcpyGqf_EPgQ3Zjp_ymfs4cf1w9Wvxe3dz5ury9uFl5rPiwaxM6CV6niDjmtdN7XgQQoVFAVjRAeu4R1CW4eWwHPVofCtEMI7Hbw4YzdHbBfdo12ncl7a2egGe3iIqbcuzYMfySrP0dRdaBUqqRW6ssUEQgle8NaIwvp2ZK037Yo6X36e3PgG-rYzDX9tH7dWSSVB1gXw9QmQ4r8N5dmuhuxpHN1EcZMtGsS9L8oUKRylPsWcE4WXNQh2b6M92Gj3cnuwsYx8eX3ey8CzaeI_9YSY_A</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1911201759</pqid></control><display><type>article</type><title>Eye Movements Reveal Optimal Strategies for Analogical Reasoning</title><source>PubMed Central</source><creator>Vendetti, Michael S ; Starr, Ariel ; Johnson, Elizabeth L ; Modavi, Kiana ; Bunge, Silvia A</creator><creatorcontrib>Vendetti, Michael S ; Starr, Ariel ; Johnson, Elizabeth L ; Modavi, Kiana ; Bunge, Silvia A</creatorcontrib><description>Analogical reasoning refers to the process of drawing inferences on the basis of the relational similarity between two domains. Although this complex cognitive ability has been the focus of inquiry for many years, most models rely on measures that cannot capture individuals' thought processes moment by moment. In the present study, we used participants' eye movements to investigate reasoning strategies in real time while solving visual propositional analogy problems (A:B::C:D). We included both a semantic and a perceptual lure on every trial to determine how these types of distracting information influence reasoning strategies. Participants spent more time fixating the analogy terms and the target relative to the other response choices, and made more saccades between the A and B items than between any other items. Participants' eyes were initially drawn to perceptual lures when looking at response choices, but they nonetheless performed the task accurately. We used participants' gaze sequences to classify each trial as representing one of three classic analogy problem solving strategies and related strategy usage to analogical reasoning performance. A project-first strategy, in which participants first extrapolate the relation between the AB pair and then generalize that relation for the C item, was both the most commonly used strategy as well as the optimal strategy for solving visual analogy problems. These findings provide new insight into the role of strategic processing in analogical problem solving.</description><identifier>ISSN: 1664-1078</identifier><identifier>EISSN: 1664-1078</identifier><identifier>DOI: 10.3389/fpsyg.2017.00932</identifier><identifier>PMID: 28626443</identifier><language>eng</language><publisher>Switzerland: Frontiers Media S.A</publisher><subject>analogical reasoning ; eye movements ; individual differences ; problem solving strategies ; Psychology</subject><ispartof>Frontiers in psychology, 2017-06, Vol.8, p.932-932</ispartof><rights>Copyright © 2017 Vendetti, Starr, Johnson, Modavi and Bunge. 2017 Vendetti, Starr, Johnson, Modavi and Bunge</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3</citedby><cites>FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454047/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5454047/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28626443$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vendetti, Michael S</creatorcontrib><creatorcontrib>Starr, Ariel</creatorcontrib><creatorcontrib>Johnson, Elizabeth L</creatorcontrib><creatorcontrib>Modavi, Kiana</creatorcontrib><creatorcontrib>Bunge, Silvia A</creatorcontrib><title>Eye Movements Reveal Optimal Strategies for Analogical Reasoning</title><title>Frontiers in psychology</title><addtitle>Front Psychol</addtitle><description>Analogical reasoning refers to the process of drawing inferences on the basis of the relational similarity between two domains. Although this complex cognitive ability has been the focus of inquiry for many years, most models rely on measures that cannot capture individuals' thought processes moment by moment. In the present study, we used participants' eye movements to investigate reasoning strategies in real time while solving visual propositional analogy problems (A:B::C:D). We included both a semantic and a perceptual lure on every trial to determine how these types of distracting information influence reasoning strategies. Participants spent more time fixating the analogy terms and the target relative to the other response choices, and made more saccades between the A and B items than between any other items. Participants' eyes were initially drawn to perceptual lures when looking at response choices, but they nonetheless performed the task accurately. We used participants' gaze sequences to classify each trial as representing one of three classic analogy problem solving strategies and related strategy usage to analogical reasoning performance. A project-first strategy, in which participants first extrapolate the relation between the AB pair and then generalize that relation for the C item, was both the most commonly used strategy as well as the optimal strategy for solving visual analogy problems. These findings provide new insight into the role of strategic processing in analogical problem solving.</description><subject>analogical reasoning</subject><subject>eye movements</subject><subject>individual differences</subject><subject>problem solving strategies</subject><subject>Psychology</subject><issn>1664-1078</issn><issn>1664-1078</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNpVkU1v2zAMhoVhw1p0ve80-LhLUlJfti7DiqLbCnQo0PUuyDLluXCsTHIC5N9PSdqi5YWE-PIhhZexzwhLIRpzEdZ51y85YL0EMIK_Y6eotVwg1M37V_UJO8_5EUpI4AD8IzvhjeZaSnHKvl_vqPodt7Siac7VPW3JjdXdeh5WJf-Zk5upHyhXIabqcnJj7AdfOvfkcpyGqf_EPgQ3Zjp_ymfs4cf1w9Wvxe3dz5ury9uFl5rPiwaxM6CV6niDjmtdN7XgQQoVFAVjRAeu4R1CW4eWwHPVofCtEMI7Hbw4YzdHbBfdo12ncl7a2egGe3iIqbcuzYMfySrP0dRdaBUqqRW6ssUEQgle8NaIwvp2ZK037Yo6X36e3PgG-rYzDX9tH7dWSSVB1gXw9QmQ4r8N5dmuhuxpHN1EcZMtGsS9L8oUKRylPsWcE4WXNQh2b6M92Gj3cnuwsYx8eX3ey8CzaeI_9YSY_A</recordid><startdate>20170602</startdate><enddate>20170602</enddate><creator>Vendetti, Michael S</creator><creator>Starr, Ariel</creator><creator>Johnson, Elizabeth L</creator><creator>Modavi, Kiana</creator><creator>Bunge, Silvia A</creator><general>Frontiers Media S.A</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20170602</creationdate><title>Eye Movements Reveal Optimal Strategies for Analogical Reasoning</title><author>Vendetti, Michael S ; Starr, Ariel ; Johnson, Elizabeth L ; Modavi, Kiana ; Bunge, Silvia A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>analogical reasoning</topic><topic>eye movements</topic><topic>individual differences</topic><topic>problem solving strategies</topic><topic>Psychology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vendetti, Michael S</creatorcontrib><creatorcontrib>Starr, Ariel</creatorcontrib><creatorcontrib>Johnson, Elizabeth L</creatorcontrib><creatorcontrib>Modavi, Kiana</creatorcontrib><creatorcontrib>Bunge, Silvia A</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Frontiers in psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vendetti, Michael S</au><au>Starr, Ariel</au><au>Johnson, Elizabeth L</au><au>Modavi, Kiana</au><au>Bunge, Silvia A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Eye Movements Reveal Optimal Strategies for Analogical Reasoning</atitle><jtitle>Frontiers in psychology</jtitle><addtitle>Front Psychol</addtitle><date>2017-06-02</date><risdate>2017</risdate><volume>8</volume><spage>932</spage><epage>932</epage><pages>932-932</pages><issn>1664-1078</issn><eissn>1664-1078</eissn><abstract>Analogical reasoning refers to the process of drawing inferences on the basis of the relational similarity between two domains. Although this complex cognitive ability has been the focus of inquiry for many years, most models rely on measures that cannot capture individuals' thought processes moment by moment. In the present study, we used participants' eye movements to investigate reasoning strategies in real time while solving visual propositional analogy problems (A:B::C:D). We included both a semantic and a perceptual lure on every trial to determine how these types of distracting information influence reasoning strategies. Participants spent more time fixating the analogy terms and the target relative to the other response choices, and made more saccades between the A and B items than between any other items. Participants' eyes were initially drawn to perceptual lures when looking at response choices, but they nonetheless performed the task accurately. We used participants' gaze sequences to classify each trial as representing one of three classic analogy problem solving strategies and related strategy usage to analogical reasoning performance. A project-first strategy, in which participants first extrapolate the relation between the AB pair and then generalize that relation for the C item, was both the most commonly used strategy as well as the optimal strategy for solving visual analogy problems. These findings provide new insight into the role of strategic processing in analogical problem solving.</abstract><cop>Switzerland</cop><pub>Frontiers Media S.A</pub><pmid>28626443</pmid><doi>10.3389/fpsyg.2017.00932</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1664-1078
ispartof Frontiers in psychology, 2017-06, Vol.8, p.932-932
issn 1664-1078
1664-1078
language eng
recordid cdi_doaj_primary_oai_doaj_org_article_5c2197dfb5154651af439fe140c32b93
source PubMed Central
subjects analogical reasoning
eye movements
individual differences
problem solving strategies
Psychology
title Eye Movements Reveal Optimal Strategies for Analogical Reasoning
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T03%3A14%3A35IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Eye%20Movements%20Reveal%20Optimal%20Strategies%20for%20Analogical%20Reasoning&rft.jtitle=Frontiers%20in%20psychology&rft.au=Vendetti,%20Michael%20S&rft.date=2017-06-02&rft.volume=8&rft.spage=932&rft.epage=932&rft.pages=932-932&rft.issn=1664-1078&rft.eissn=1664-1078&rft_id=info:doi/10.3389/fpsyg.2017.00932&rft_dat=%3Cproquest_doaj_%3E1911201759%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c462t-811d90655d281a26678732f435f5ef993d0a82d10b7fbe0c25d13cb333ca6fc3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1911201759&rft_id=info:pmid/28626443&rfr_iscdi=true