{"id":"https://openalex.org/W4407949830","doi":"https://doi.org/10.1109/fie61694.2024.10892823","title":"WIP: Leveraging Learning Analytics to Explore Elementary Students Collaboration and Affect in Engineering Design Challenges","display_name":"WIP: Leveraging Learning Analytics to Explore Elementary Students Collaboration and Affect in Engineering Design Challenges","publication_year":2024,"publication_date":"2024-10-13","ids":{"openalex":"https://openalex.org/W4407949830","doi":"https://doi.org/10.1109/fie61694.2024.10892823"},"language":"en","primary_location":{"id":"doi:10.1109/fie61694.2024.10892823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069260750","display_name":"Corey Schimpf","orcid":"https://orcid.org/0000-0003-2706-3282"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Corey Schimpf","raw_affiliation_strings":["University at Buffalo, SUNY,Department of Engineering, Education,Buffalo,NY,USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, SUNY,Department of Engineering, Education,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017345694","display_name":"Jutshi Agarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jutshi Agarwal","raw_affiliation_strings":["University at Buffalo, SUNY,Department of Engineering, Education,Buffalo,NY,USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, SUNY,Department of Engineering, Education,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116424233","display_name":"Nischal Sunar","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nischal Sunar","raw_affiliation_strings":["University at Buffalo, SUNY,Deparment of Industrial and Systems Engineering,Buffalo,NY,USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, SUNY,Deparment of Industrial and Systems Engineering,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085240636","display_name":"Linda B. Smith","orcid":"https://orcid.org/0000-0001-7163-8181"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linda Smith","raw_affiliation_strings":["Explore Interactive,West Lafayette,IN,USA"],"affiliations":[{"raw_affiliation_string":"Explore Interactive,West Lafayette,IN,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037837247","display_name":"Amanda L. Thompson","orcid":"https://orcid.org/0000-0002-9683-9809"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amanda Thompson","raw_affiliation_strings":["Explore Interactive,West Lafayette,IN,USA"],"affiliations":[{"raw_affiliation_string":"Explore Interactive,West Lafayette,IN,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023850977","display_name":"Sameezadeh Mehdi","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Askari Mehdi","raw_affiliation_strings":["University at Buffalo, SUNY,Department of Biomedical Engineering,Buffalo,NY,USA"],"affiliations":[{"raw_affiliation_string":"University at Buffalo, SUNY,Department of Biomedical Engineering,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069260750"],"corresponding_institution_ids":["https://openalex.org/I63190737"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28931447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9363999962806702,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.8194528222084045},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7744794487953186},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6438899636268616},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.599081814289093},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4328187108039856},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38380616903305054},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.375091552734375},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24809402227401733}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8194528222084045},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7744794487953186},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6438899636268616},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.599081814289093},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4328187108039856},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38380616903305054},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.375091552734375},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24809402227401733},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie61694.2024.10892823","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie61694.2024.10892823","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2005006615","https://openalex.org/W2030246490","https://openalex.org/W2080583317","https://openalex.org/W2756966965","https://openalex.org/W2891016818","https://openalex.org/W2899042230","https://openalex.org/W2938420319","https://openalex.org/W2942717067","https://openalex.org/W2947379209","https://openalex.org/W2966152243","https://openalex.org/W2971448369","https://openalex.org/W2996184832","https://openalex.org/W3011397658","https://openalex.org/W3046156271","https://openalex.org/W3092052819","https://openalex.org/W3108457664","https://openalex.org/W3112371361","https://openalex.org/W3158247245","https://openalex.org/W3169529396","https://openalex.org/W3184345274","https://openalex.org/W3212402539","https://openalex.org/W4220766736","https://openalex.org/W4306867189","https://openalex.org/W4319863572","https://openalex.org/W4378087215","https://openalex.org/W4378233377","https://openalex.org/W4389138580","https://openalex.org/W4392544435"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W4225313275","https://openalex.org/W3097749327"],"abstract_inverted_index":{"This":[0],"research":[1,187],"work-in-progress":[2],"paper":[3],"reports":[4],"on":[5,120,125,188],"a":[6,57,114,123,132],"proof":[7],"of":[8,11,147,207],"concept":[9],"trial":[10],"an":[12,100],"augmented":[13,101],"reality":[14,102],"learning":[15,156],"platform":[16,103],"that":[17,168],"aims":[18],"to":[19,33,89,185,201],"unobtrusively":[20],"capture":[21],"elementary":[22,40,118],"students'":[23],"collaborative":[24,61,143],"actions":[25,144],"and":[26,42,109,127,145,158,171,175,192,194,203],"affective":[27,149],"states.":[28],"With":[29],"the":[30,140,148,182],"growing":[31],"push":[32],"integrate":[34],"engineering":[35,51,110],"education":[36],"in":[37,106],"K-12":[38],"settings,":[39],"teachers":[41,200],"students":[43,64,88,119,137],"face":[44],"many":[45],"implementation":[46],"challenges.":[47],"In":[48,94,113],"particular,":[49],"while":[50],"design":[52,111,134],"projects":[53,68,83],"can":[54],"serve":[55],"as":[56],"context":[58],"for":[59,104,214],"developing":[60],"skills,":[62],"younger":[63],"might":[65],"find":[66],"open-ended":[67],"where":[69],"working":[70],"with":[71,91,131,139,211],"others":[72],"who":[73],"have":[74],"different":[75,205],"views":[76],"than":[77],"their":[78,142],"own":[79],"especially":[80],"difficult.":[81],"Such":[82],"may":[84],"also":[85],"force":[86],"young":[87],"contend":[90],"several":[92],"emotions.":[93],"this":[95,215],"space,":[96],"we":[97,164],"propose":[98],"MindLabs,":[99],"engaging":[105],"integrated":[107],"science":[108],"projects.":[112],"pilot":[115],"study":[116],"216":[117],"teams":[121],"completed":[122],"lesson":[124],"forces":[126],"motions":[128],"which":[129],"ended":[130],"two-day":[133],"challenge.":[135],"While":[136],"interacted":[138],"system,":[141],"use":[146],"state":[150],"reporting":[151,177],"tool":[152],"were":[153],"captured.":[154],"Using":[155],"analytics":[157,197],"more":[159],"specifically":[160],"exploratory":[161],"data":[162],"visualization,":[163],"present":[165],"three":[166],"cases":[167],"demonstrate":[169],"positive":[170],"negative":[172],"collaboration":[173,189],"dynamics":[174],"affect":[176,191],"differences.":[178],"We":[179,209],"discuss":[180],"how":[181,195],"results":[183],"relate":[184],"past":[186],"dynamics,":[190],"conflict":[193],"these":[196],"could":[198],"support":[199],"identify":[202],"assist":[204],"groups":[206],"students.":[208],"conclude":[210],"future":[212],"steps":[213],"project.":[216]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
