{"id":"https://openalex.org/W2085629252","doi":"https://doi.org/10.1145/2470654.2470667","title":"In search of learning","display_name":"In search of learning","publication_year":2013,"publication_date":"2013-04-27","ids":{"openalex":"https://openalex.org/W2085629252","doi":"https://doi.org/10.1145/2470654.2470667","mag":"2085629252"},"language":"en","primary_location":{"id":"doi:10.1145/2470654.2470667","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2470654.2470667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems","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/A5059820500","display_name":"Erik Harpstead","orcid":"https://orcid.org/0000-0003-3019-3627"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Erik Harpstead","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","Carnegie Mellon University , Pittsburgh, Pennsylvania, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University , Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005887313","display_name":"Brad A. Myers","orcid":"https://orcid.org/0000-0002-4769-0219"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brad A. Myers","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","Carnegie Mellon University , Pittsburgh, Pennsylvania, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University , Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047522207","display_name":"Vincent Aleven","orcid":"https://orcid.org/0000-0002-1581-6657"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent Aleven","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","Carnegie Mellon University , Pittsburgh, Pennsylvania, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie Mellon University , Pittsburgh, Pennsylvania, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059820500"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":5.3933,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95298078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10731","display_name":"Educational Games and Gamification","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9972000122070312,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9947999715805054,"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/computer-science","display_name":"Computer science","score":0.7397844195365906},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6302805542945862},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6233186721801758},{"id":"https://openalex.org/keywords/educational-game","display_name":"Educational game","score":0.5820969343185425},{"id":"https://openalex.org/keywords/scrutiny","display_name":"Scrutiny","score":0.5034837126731873},{"id":"https://openalex.org/keywords/game-developer","display_name":"Game Developer","score":0.48862987756729126},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4812057316303253},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4686260521411896},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.44755154848098755},{"id":"https://openalex.org/keywords/video-game-development","display_name":"Video game development","score":0.44176989793777466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4267342686653137},{"id":"https://openalex.org/keywords/game-based-learning","display_name":"Game based learning","score":0.41929495334625244},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3963615894317627},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38083699345588684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7397844195365906},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6302805542945862},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6233186721801758},{"id":"https://openalex.org/C2984404570","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Educational game","level":2,"score":0.5820969343185425},{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.5034837126731873},{"id":"https://openalex.org/C41826821","wikidata":"https://www.wikidata.org/wiki/Q844005","display_name":"Game Developer","level":3,"score":0.48862987756729126},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4812057316303253},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4686260521411896},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.44755154848098755},{"id":"https://openalex.org/C54276265","wikidata":"https://www.wikidata.org/wiki/Q1061635","display_name":"Video game development","level":3,"score":0.44176989793777466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4267342686653137},{"id":"https://openalex.org/C2982948194","wikidata":"https://www.wikidata.org/wiki/Q1140363","display_name":"Game based learning","level":2,"score":0.41929495334625244},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3963615894317627},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38083699345588684},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2470654.2470667","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2470654.2470667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SIGCHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W76761589","https://openalex.org/W103004658","https://openalex.org/W241689503","https://openalex.org/W296476643","https://openalex.org/W1492518088","https://openalex.org/W1502491548","https://openalex.org/W1524845003","https://openalex.org/W1555185713","https://openalex.org/W1860021985","https://openalex.org/W1980850924","https://openalex.org/W1986853850","https://openalex.org/W2015040676","https://openalex.org/W2039681496","https://openalex.org/W2056614320","https://openalex.org/W2070810369","https://openalex.org/W2075615643","https://openalex.org/W2133467832","https://openalex.org/W2137693710","https://openalex.org/W2142777385","https://openalex.org/W2156694694","https://openalex.org/W2465344583","https://openalex.org/W3158904737","https://openalex.org/W4242414899","https://openalex.org/W4285719527","https://openalex.org/W6603069120","https://openalex.org/W6629866860","https://openalex.org/W6639115991"],"related_works":["https://openalex.org/W1491613725","https://openalex.org/W2885055606","https://openalex.org/W4381616580","https://openalex.org/W2755355173","https://openalex.org/W2764088271","https://openalex.org/W632879825","https://openalex.org/W2080395944","https://openalex.org/W1532611657","https://openalex.org/W4207081595","https://openalex.org/W2996376398"],"abstract_inverted_index":{"The":[0,54,109,127],"field":[1,20,55],"of":[2,18,35,122,160,162,174],"Educational":[3],"Games":[4],"has":[5],"seen":[6],"many":[7],"calls":[8],"for":[9,14,26,59,90,120,147],"added":[10],"rigor.":[11],"One":[12],"avenue":[13],"improving":[15],"the":[16,19,33,134,187],"rigor":[17],"is":[21,38],"developing":[22],"more":[23],"generalizable":[24],"methods":[25],"measuring":[27],"student":[28,131,148,163,184],"learning":[29,124,164,185],"within":[30,105,133],"games.":[31,108],"Throughout":[32],"process":[34],"development,":[36],"what":[37],"relevant":[39,112],"to":[40,64,67,78,143,156,191],"measure":[41],"and":[42,62,69,96,101,141,189],"assess":[43],"may":[44],"change":[45],"as":[46,81,83,177,179,193],"a":[47,51,94,158,172],"game":[48,60,169,188],"evolves":[49],"into":[50,86,183],"finished":[52],"product.":[53],"needs":[56],"an":[57,166],"approach":[58],"developers":[61,142],"researchers":[63,140],"be":[65,118],"able":[66,155],"prototype":[68],"experiment":[70],"with":[71,186],"different":[72],"measures":[73],"that":[74,99],"can":[75,117],"stand":[76],"up":[77],"rigorous":[79],"scrutiny,":[80],"well":[82,178],"provide":[84],"insight":[85,182],"possible":[87,145],"new":[88],"directions":[89],"development.":[91],"We":[92],"demonstrate":[93],"toolkit":[95],"analysis":[97,121],"tools":[98,128],"capture":[100],"analyze":[102],"students'":[103],"performance":[104],"open":[106,167],"educational":[107,168],"system":[110],"records":[111],"events":[113],"during":[114],"play,":[115],"which":[116,138],"used":[119],"player":[123],"by":[125,171],"designers.":[126],"support":[129],"replaying":[130],"sessions":[132],"original":[135],"game's":[136],"environment,":[137],"allows":[139],"explore":[144],"explanations":[146],"behavior.":[149],"Using":[150],"this":[151],"system,":[152],"we":[153,194],"were":[154],"facilitate":[157],"number":[159],"analyses":[161],"in":[165],"developed":[170],"team":[173],"our":[175],"collaborators":[176],"gain":[180],"greater":[181],"where":[190],"focus":[192],"iterate.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":8}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
