Dynamic Interactions Between Memory and Viewing Behaviors: Insights From Dyadic Modeling of Eye Movements
Humans use eye movements to build visual memories. We investigated how the contributions of specific viewing behaviors to memory formation evolve over individual study epochs. We used dyadic modeling to explain performance on a spatial reconstruction task based on interactions among two gaze measure...
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Veröffentlicht in: | Journal of experimental psychology. Human perception and performance 2023-06, Vol.49 (6), p.786-801 |
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description | Humans use eye movements to build visual memories. We investigated how the contributions of specific viewing behaviors to memory formation evolve over individual study epochs. We used dyadic modeling to explain performance on a spatial reconstruction task based on interactions among two gaze measures: (a) the entropy of the scanpath and (b) the frequency of item-to-item gaze transitions. To measure these interactions, our hypothesized model included causal pathways by which early-trial viewing behaviors impacted subsequent memory via downstream effects on later viewing. We found that lower scanpath entropy throughout the trial predicted better memory performance. By contrast, the effect of item-to-item transition frequency changed from negative to positive as the trial progressed. The model also revealed multiple pathways by which early-trial viewing dynamically altered late-trial viewing, thereby impacting memory indirectly. Finally, individual differences in scores on an independent measure of memory ability were found to predict viewing effectiveness, and viewing behaviors partially mediated the relation between memory ability and reconstruction accuracy. In a second experiment, the model showed a good fit for an independent dataset. These results highlight the dynamic nature of memory formation and suggest that the order in which eye movements occur can critically determine their effectiveness.
Public Significance StatementThe present study suggests that, when people attempt to commit complex visual information to memory, their success depends not only on how much time was spent viewing the information, but also on the order in which different parts of the information were selected for viewing. Additionally, it provides evidence that people with poorer memories in general also tend to use eye movements less effectively during memory tasks. Understanding eye movement dynamics is critical to understand when and why memory formation is successful. |
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Public Significance StatementThe present study suggests that, when people attempt to commit complex visual information to memory, their success depends not only on how much time was spent viewing the information, but also on the order in which different parts of the information were selected for viewing. Additionally, it provides evidence that people with poorer memories in general also tend to use eye movements less effectively during memory tasks. Understanding eye movement dynamics is critical to understand when and why memory formation is successful.</description><identifier>ISSN: 0096-1523</identifier><identifier>EISSN: 1939-1277</identifier><identifier>DOI: 10.1037/xhp0001123</identifier><identifier>PMID: 37166935</identifier><language>eng</language><publisher>United States: American Psychological Association</publisher><subject>Behavior ; Cognition ; Dyads ; Entropy ; Episodic Memory ; Eye ; Eye Fixation ; Eye Movements ; Female ; Human ; Humans ; Individual differences ; Individuality ; Male ; Memories ; Memory ; Simulation ; Task based ; Visual Perception</subject><ispartof>Journal of experimental psychology. Human perception and performance, 2023-06, Vol.49 (6), p.786-801</ispartof><rights>2023 American Psychological Association</rights><rights>2023, American Psychological Association</rights><rights>Copyright American Psychological Association Jun 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0003-3427-8206</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902,30976</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37166935$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Gauthier, Isabel</contributor><creatorcontrib>Lucas, Heather D.</creatorcontrib><creatorcontrib>Daugherty, Ana M.</creatorcontrib><creatorcontrib>McAuley, Edward</creatorcontrib><creatorcontrib>Kramer, Arthur F.</creatorcontrib><creatorcontrib>Cohen, Neal J.</creatorcontrib><title>Dynamic Interactions Between Memory and Viewing Behaviors: Insights From Dyadic Modeling of Eye Movements</title><title>Journal of experimental psychology. Human perception and performance</title><addtitle>J Exp Psychol Hum Percept Perform</addtitle><description>Humans use eye movements to build visual memories. We investigated how the contributions of specific viewing behaviors to memory formation evolve over individual study epochs. We used dyadic modeling to explain performance on a spatial reconstruction task based on interactions among two gaze measures: (a) the entropy of the scanpath and (b) the frequency of item-to-item gaze transitions. To measure these interactions, our hypothesized model included causal pathways by which early-trial viewing behaviors impacted subsequent memory via downstream effects on later viewing. We found that lower scanpath entropy throughout the trial predicted better memory performance. By contrast, the effect of item-to-item transition frequency changed from negative to positive as the trial progressed. The model also revealed multiple pathways by which early-trial viewing dynamically altered late-trial viewing, thereby impacting memory indirectly. Finally, individual differences in scores on an independent measure of memory ability were found to predict viewing effectiveness, and viewing behaviors partially mediated the relation between memory ability and reconstruction accuracy. In a second experiment, the model showed a good fit for an independent dataset. These results highlight the dynamic nature of memory formation and suggest that the order in which eye movements occur can critically determine their effectiveness.
Public Significance StatementThe present study suggests that, when people attempt to commit complex visual information to memory, their success depends not only on how much time was spent viewing the information, but also on the order in which different parts of the information were selected for viewing. Additionally, it provides evidence that people with poorer memories in general also tend to use eye movements less effectively during memory tasks. Understanding eye movement dynamics is critical to understand when and why memory formation is successful.</description><subject>Behavior</subject><subject>Cognition</subject><subject>Dyads</subject><subject>Entropy</subject><subject>Episodic Memory</subject><subject>Eye</subject><subject>Eye Fixation</subject><subject>Eye Movements</subject><subject>Female</subject><subject>Human</subject><subject>Humans</subject><subject>Individual differences</subject><subject>Individuality</subject><subject>Male</subject><subject>Memories</subject><subject>Memory</subject><subject>Simulation</subject><subject>Task based</subject><subject>Visual Perception</subject><issn>0096-1523</issn><issn>1939-1277</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNp90ctu1DAUBmALgeh02g0PgCKxQUVpfRk7NjvoBSq16ga6tTz2ScdVYgc7acnb49G0RWLByrL8-dfR-RF6R_Axwaw5-b0ZMMaEUPYKLYhiqia0aV6jBcZK1IRTtof2c77HWyX5W7THGiKEYnyB_NkcTO9tdRlGSMaOPoZcfYXxESBU19DHNFcmuOrWw6MPd-VpYx58TPlz-ZL93WbM1UWKfXU2G1dyrqODbgtjW53PUO4P0EMY8wF605ouw-HTuUQ_L85_nH6vr26-XZ5-uaoNa1ZjbRmIVknhpJRKMFNGxi2lzBolVSHGOdJSrNhaMOqYtWItnBBUUQ5CrTlboo-73CHFXxPkUfc-W-g6EyBOWVNJKMdcrVShH_6h93FKoUxXFGWEN6qR_1eEEqZ4Wf0SHe2UTTHnBK0eku9NmjXBeluT_ltTwe-fIqd1D-6FPvdSwKcdMIPRQ56tSaO3HWQ7pVS2uQ3TK6WFbqRgfwBcRJsZ</recordid><startdate>20230601</startdate><enddate>20230601</enddate><creator>Lucas, Heather D.</creator><creator>Daugherty, Ana M.</creator><creator>McAuley, Edward</creator><creator>Kramer, Arthur F.</creator><creator>Cohen, Neal J.</creator><general>American Psychological Association</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7RZ</scope><scope>PSYQQ</scope><scope>7QJ</scope><scope>7TK</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-3427-8206</orcidid></search><sort><creationdate>20230601</creationdate><title>Dynamic Interactions Between Memory and Viewing Behaviors: Insights From Dyadic Modeling of Eye Movements</title><author>Lucas, Heather D. ; Daugherty, Ana M. ; McAuley, Edward ; Kramer, Arthur F. ; Cohen, Neal J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a374t-c3e6f986d888963a0010f223ca989a37add1f2093b632d3cc6b6d662925e69b53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Behavior</topic><topic>Cognition</topic><topic>Dyads</topic><topic>Entropy</topic><topic>Episodic Memory</topic><topic>Eye</topic><topic>Eye Fixation</topic><topic>Eye Movements</topic><topic>Female</topic><topic>Human</topic><topic>Humans</topic><topic>Individual differences</topic><topic>Individuality</topic><topic>Male</topic><topic>Memories</topic><topic>Memory</topic><topic>Simulation</topic><topic>Task based</topic><topic>Visual Perception</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lucas, Heather D.</creatorcontrib><creatorcontrib>Daugherty, Ana M.</creatorcontrib><creatorcontrib>McAuley, Edward</creatorcontrib><creatorcontrib>Kramer, Arthur F.</creatorcontrib><creatorcontrib>Cohen, Neal J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>APA PsycArticles®</collection><collection>ProQuest One Psychology</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Neurosciences Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of experimental psychology. Human perception and performance</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lucas, Heather D.</au><au>Daugherty, Ana M.</au><au>McAuley, Edward</au><au>Kramer, Arthur F.</au><au>Cohen, Neal J.</au><au>Gauthier, Isabel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamic Interactions Between Memory and Viewing Behaviors: Insights From Dyadic Modeling of Eye Movements</atitle><jtitle>Journal of experimental psychology. Human perception and performance</jtitle><addtitle>J Exp Psychol Hum Percept Perform</addtitle><date>2023-06-01</date><risdate>2023</risdate><volume>49</volume><issue>6</issue><spage>786</spage><epage>801</epage><pages>786-801</pages><issn>0096-1523</issn><eissn>1939-1277</eissn><abstract>Humans use eye movements to build visual memories. We investigated how the contributions of specific viewing behaviors to memory formation evolve over individual study epochs. We used dyadic modeling to explain performance on a spatial reconstruction task based on interactions among two gaze measures: (a) the entropy of the scanpath and (b) the frequency of item-to-item gaze transitions. To measure these interactions, our hypothesized model included causal pathways by which early-trial viewing behaviors impacted subsequent memory via downstream effects on later viewing. We found that lower scanpath entropy throughout the trial predicted better memory performance. By contrast, the effect of item-to-item transition frequency changed from negative to positive as the trial progressed. The model also revealed multiple pathways by which early-trial viewing dynamically altered late-trial viewing, thereby impacting memory indirectly. Finally, individual differences in scores on an independent measure of memory ability were found to predict viewing effectiveness, and viewing behaviors partially mediated the relation between memory ability and reconstruction accuracy. In a second experiment, the model showed a good fit for an independent dataset. These results highlight the dynamic nature of memory formation and suggest that the order in which eye movements occur can critically determine their effectiveness.
Public Significance StatementThe present study suggests that, when people attempt to commit complex visual information to memory, their success depends not only on how much time was spent viewing the information, but also on the order in which different parts of the information were selected for viewing. Additionally, it provides evidence that people with poorer memories in general also tend to use eye movements less effectively during memory tasks. Understanding eye movement dynamics is critical to understand when and why memory formation is successful.</abstract><cop>United States</cop><pub>American Psychological Association</pub><pmid>37166935</pmid><doi>10.1037/xhp0001123</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0003-3427-8206</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Behavior Cognition Dyads Entropy Episodic Memory Eye Eye Fixation Eye Movements Female Human Humans Individual differences Individuality Male Memories Memory Simulation Task based Visual Perception |
title | Dynamic Interactions Between Memory and Viewing Behaviors: Insights From Dyadic Modeling of Eye Movements |
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