{"id":"https://openalex.org/W4409685501","doi":"https://doi.org/10.1007/s10639-025-13577-7","title":"Unfolding the cognitive process underlying computer-based scientific conceptual change with eye tracker: Behavioral performance and sequential analysis of attention","display_name":"Unfolding the cognitive process underlying computer-based scientific conceptual change with eye tracker: Behavioral performance and sequential analysis of attention","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4409685501","doi":"https://doi.org/10.1007/s10639-025-13577-7"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-025-13577-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13577-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13577-7.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13577-7.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027740395","display_name":"Hsiao\u2010Ching She","orcid":"https://orcid.org/0000-0002-5316-4426"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsiao-Ching She","raw_affiliation_strings":["Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC"],"raw_orcid":"https://orcid.org/0000-0002-5316-4426","affiliations":[{"raw_affiliation_string":"Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055493021","display_name":"M.C. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Meng-Jun Chen","raw_affiliation_strings":["Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC"],"raw_orcid":"https://orcid.org/0000-0003-2349-4165","affiliations":[{"raw_affiliation_string":"Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109471505","display_name":"Li-Yu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I70522481","display_name":"National Changhua University of Education","ror":"https://ror.org/005gkfa10","country_code":"TW","type":"education","lineage":["https://openalex.org/I70522481"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Yu Huang","raw_affiliation_strings":["Graduate Institute of Science Education, National Changhua University of Education, No.1, Jin-De Road, Changhua City, 50074, Taiwan, ROC"],"raw_orcid":"https://orcid.org/0000-0002-1096-6736","affiliations":[{"raw_affiliation_string":"Graduate Institute of Science Education, National Changhua University of Education, No.1, Jin-De Road, Changhua City, 50074, Taiwan, ROC","institution_ids":["https://openalex.org/I70522481"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ching-Ying Hsueh","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Ying Hsueh","raw_affiliation_strings":["Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Education, National Yang Ming Chiao Tung University, 1001, University Road, Hsinchu City, 30010, Taiwan, ROC","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027740395"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":9.9796,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.95965963,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"30","issue":"14","first_page":"20157","last_page":"20181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11516","display_name":"Visual and Cognitive Learning Processes","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9366999864578247,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.6358173489570618},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6293809413909912},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5759311318397522},{"id":"https://openalex.org/keywords/conceptual-change","display_name":"Conceptual change","score":0.5431406497955322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.528144359588623},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.5237505435943604},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4626278579235077},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.4497426152229309},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.44155097007751465},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.4339379072189331},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4222193956375122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29126545786857605},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.18063876032829285},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.145368754863739}],"concepts":[{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.6358173489570618},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6293809413909912},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5759311318397522},{"id":"https://openalex.org/C2781329482","wikidata":"https://www.wikidata.org/wiki/Q3823192","display_name":"Conceptual change","level":2,"score":0.5431406497955322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.528144359588623},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.5237505435943604},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4626278579235077},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.4497426152229309},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.44155097007751465},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.4339379072189331},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4222193956375122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29126545786857605},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.18063876032829285},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.145368754863739},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10639-025-13577-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13577-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13577-7.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10639-025-13577-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-025-13577-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-025-13577-7.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3993851111","display_name":null,"funder_award_id":"MOST 109-2511-H-009 -002 -MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4409685501.pdf"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W26582018","https://openalex.org/W304276879","https://openalex.org/W335752923","https://openalex.org/W410845123","https://openalex.org/W982071210","https://openalex.org/W1506800838","https://openalex.org/W1777119744","https://openalex.org/W1964098420","https://openalex.org/W1964424952","https://openalex.org/W1969680923","https://openalex.org/W1977641213","https://openalex.org/W1983294274","https://openalex.org/W1985560134","https://openalex.org/W1987347218","https://openalex.org/W1987414981","https://openalex.org/W1989748540","https://openalex.org/W1993126115","https://openalex.org/W1995347610","https://openalex.org/W1996359725","https://openalex.org/W1999907498","https://openalex.org/W2001284551","https://openalex.org/W2009295735","https://openalex.org/W2013112874","https://openalex.org/W2016321676","https://openalex.org/W2023323898","https://openalex.org/W2025557011","https://openalex.org/W2029179700","https://openalex.org/W2031242737","https://openalex.org/W2040984257","https://openalex.org/W2063044959","https://openalex.org/W2068125192","https://openalex.org/W2068900871","https://openalex.org/W2070119607","https://openalex.org/W2072673247","https://openalex.org/W2072717086","https://openalex.org/W2073702239","https://openalex.org/W2073853329","https://openalex.org/W2075888888","https://openalex.org/W2076271944","https://openalex.org/W2085486650","https://openalex.org/W2085728285","https://openalex.org/W2097469952","https://openalex.org/W2107407856","https://openalex.org/W2113605117","https://openalex.org/W2114391727","https://openalex.org/W2134237348","https://openalex.org/W2149860264","https://openalex.org/W2156964236","https://openalex.org/W2170081145","https://openalex.org/W2307145650","https://openalex.org/W2409884435","https://openalex.org/W2490068505","https://openalex.org/W2490495060","https://openalex.org/W2500296330","https://openalex.org/W2596273904","https://openalex.org/W2620926984","https://openalex.org/W2742011265","https://openalex.org/W2786912835","https://openalex.org/W2967426079","https://openalex.org/W3009822440","https://openalex.org/W3017165640","https://openalex.org/W3024420993","https://openalex.org/W3090285026","https://openalex.org/W3181867674","https://openalex.org/W3208373504","https://openalex.org/W4200343312","https://openalex.org/W4231371247","https://openalex.org/W4231455053","https://openalex.org/W4239613992","https://openalex.org/W4255027551","https://openalex.org/W4366490785","https://openalex.org/W4388319941","https://openalex.org/W6633785134"],"related_works":["https://openalex.org/W4384434815","https://openalex.org/W1701036363","https://openalex.org/W2958385752","https://openalex.org/W1561131412","https://openalex.org/W1981014703","https://openalex.org/W4206950173","https://openalex.org/W2186236678","https://openalex.org/W2113629050","https://openalex.org/W2978078285","https://openalex.org/W1975214622"],"abstract_inverted_index":{"Abstract":[0],"Despite":[1],"the":[2,13,64,71,97,186,191,209],"recognized":[3],"link":[4],"between":[5,155,179,211],"scientific":[6,109],"reasoning,":[7],"mental":[8,33,86,101],"sets,":[9],"and":[10,31,59,125,150,173,200,214],"conceptual":[11,18,41,65,110,117,139,197,226],"change,":[12],"cognitive":[14,72,216],"mechanisms":[15],"underlying":[16,215],"successful":[17,225],"change":[19,42,66,118,140,198],"remain":[20],"unclear.":[21],"To":[22],"explore":[23],"this,":[24],"we":[25,49],"developed":[26],"computer-based":[27,82],"reasoning":[28,83,98],"programs":[29],"with":[30,85,100,121],"without":[32,105],"set":[34,87,102],"support":[35,88],"to":[36,54,69,79,132,162,171,223],"examine":[37],"their":[38,164],"effects":[39],"on":[40],"in":[43,96,107,128],"tasks":[44,130],"of":[45,147,188,195],"varying":[46],"difficulty.":[47,202],"Additionally,":[48],"used":[50],"an":[51],"eye":[52,212],"tracker":[53],"simultaneously":[55],"capture":[56],"students\u2019":[57],"attention":[58,221],"its":[60],"sequential":[61],"patterns":[62],"during":[63],"process,":[67],"aiming":[68],"uncover":[70],"processes":[73],"involved.":[74],"Students":[75,135],"were":[76],"randomly":[77],"assigned":[78],"either":[80],"a":[81],"program":[84],"or":[89],"one":[90],"without.":[91],"We":[92],"found":[93],"that":[94],"students":[95,159],"group":[99],"outperformed":[103],"those":[104],"it":[106],"achieving":[108,224],"change.":[111,227],"Furthermore,":[112],"both":[113,196],"groups":[114],"demonstrated":[115],"higher":[116],"success,":[119],"along":[120],"longer":[122],"fixation":[123,143,169],"durations":[124],"rereading":[126],"times,":[127],"low-difficulty":[129],"compared":[131],"high-difficulty":[133],"tasks.":[134],"who":[136,160],"successfully":[137],"achieved":[138],"exhibited":[141],"more":[142,176],"points":[144,170],"within":[145],"areas":[146],"interest":[148],"(AOIs)":[149],"significantly":[151,175],"greater":[152],"bidirectional":[153],"connections":[154,178],"them.":[156,180],"In":[157],"contrast,":[158],"failed":[161],"revise":[163],"alternative":[165],"conceptions":[166],"allocated":[167],"fewer":[168],"AOIs":[172],"displayed":[174],"unidirectional":[177],"Generalized":[181],"estimating":[182],"equation":[183],"analysis":[184],"identified":[185],"number":[187],"fixations":[189],"as":[190],"most":[192],"critical":[193],"predictor":[194],"success":[199],"task":[201],"These":[203],"findings":[204],"provide":[205],"new":[206],"insights":[207],"into":[208],"interactions":[210],"movement":[213],"processes,":[217],"highlighting":[218],"how":[219],"visual":[220],"contributes":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-24T06:01:01.537669","created_date":"2025-10-10T00:00:00"}
