{"id":"https://openalex.org/W4384661047","doi":"https://doi.org/10.1145/3573051.3593380","title":"Exploring Cross-Country Prediction Model Generalizability in MOOCs","display_name":"Exploring Cross-Country Prediction Model Generalizability in MOOCs","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384661047","doi":"https://doi.org/10.1145/3573051.3593380"},"language":"en","primary_location":{"id":"doi:10.1145/3573051.3593380","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573051.3593380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Learning @ Scale","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/A5043187287","display_name":"Juan Miguel L. Andres-Bray","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Juan-Miguel Andres-Bray","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048970273","display_name":"Stephen Hutt","orcid":"https://orcid.org/0000-0002-7041-7472"},"institutions":[{"id":"https://openalex.org/I131651094","display_name":"University of Denver","ror":"https://ror.org/04w7skc03","country_code":"US","type":"education","lineage":["https://openalex.org/I131651094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Hutt","raw_affiliation_strings":["University of Denver, Denver, CO, USA"],"affiliations":[{"raw_affiliation_string":"University of Denver, Denver, CO, USA","institution_ids":["https://openalex.org/I131651094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088695714","display_name":"Ryan S. Baker","orcid":"https://orcid.org/0000-0002-3051-3232"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan S. Baker","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043187287"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":null,"apc_paid":null,"fwci":0.2769,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65758248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":1.0,"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/T11122","display_name":"Online Learning and Analytics","score":1.0,"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/generalizability-theory","display_name":"Generalizability theory","score":0.9614562392234802},{"id":"https://openalex.org/keywords/collectivism","display_name":"Collectivism","score":0.6129922270774841},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5707855820655823},{"id":"https://openalex.org/keywords/uncertainty-avoidance","display_name":"Uncertainty avoidance","score":0.5653181672096252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.529998242855072},{"id":"https://openalex.org/keywords/cross-cultural","display_name":"Cross-cultural","score":0.5015478134155273},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.48766887187957764},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.486803263425827},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.4598222076892853},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40280359983444214},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32298147678375244},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.26753392815589905},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.20057711005210876},{"id":"https://openalex.org/keywords/individualism","display_name":"Individualism","score":0.0918600857257843}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.9614562392234802},{"id":"https://openalex.org/C96420161","wikidata":"https://www.wikidata.org/wiki/Q237789","display_name":"Collectivism","level":3,"score":0.6129922270774841},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5707855820655823},{"id":"https://openalex.org/C119469879","wikidata":"https://www.wikidata.org/wiki/Q15514847","display_name":"Uncertainty avoidance","level":4,"score":0.5653181672096252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.529998242855072},{"id":"https://openalex.org/C168646138","wikidata":"https://www.wikidata.org/wiki/Q11578821","display_name":"Cross-cultural","level":2,"score":0.5015478134155273},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.48766887187957764},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.486803263425827},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.4598222076892853},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40280359983444214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32298147678375244},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.26753392815589905},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.20057711005210876},{"id":"https://openalex.org/C17022365","wikidata":"https://www.wikidata.org/wiki/Q171995","display_name":"Individualism","level":2,"score":0.0918600857257843},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3573051.3593380","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3573051.3593380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth ACM Conference on Learning @ Scale","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8157270098","display_name":null,"funder_award_id":"NSF-OAC#1931419","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1492355514","https://openalex.org/W1493801416","https://openalex.org/W1511434862","https://openalex.org/W1534276167","https://openalex.org/W1978900837","https://openalex.org/W1985824294","https://openalex.org/W1994740530","https://openalex.org/W1997798993","https://openalex.org/W2012265254","https://openalex.org/W2022586003","https://openalex.org/W2035546030","https://openalex.org/W2061554433","https://openalex.org/W2085876742","https://openalex.org/W2184722522","https://openalex.org/W2582187277","https://openalex.org/W2605718259","https://openalex.org/W2788481061","https://openalex.org/W2809353007","https://openalex.org/W2809416245","https://openalex.org/W2881195987","https://openalex.org/W3034649851","https://openalex.org/W3179574879","https://openalex.org/W3212138252","https://openalex.org/W4241257641","https://openalex.org/W4280582702"],"related_works":["https://openalex.org/W3197322210","https://openalex.org/W2147619828","https://openalex.org/W2044540022","https://openalex.org/W2044299845","https://openalex.org/W3122302476","https://openalex.org/W2024203935","https://openalex.org/W2507142854","https://openalex.org/W4401937707","https://openalex.org/W2037365620","https://openalex.org/W3153598314"],"abstract_inverted_index":{"Massive":[0],"Open":[1],"Online":[2],"Courses":[3],"(MOOCs)":[4],"have":[5,72,76],"increased":[6],"the":[7,44,50,63,79,92,104],"accessibility":[8],"of":[9,38,47,52,66,81,94,97,106,118,122,141],"quality":[10],"educational":[11,41],"content":[12],"to":[13,26,32,62,75],"a":[14,18],"broader":[15],"audience":[16],"across":[17,110],"global":[19],"network.":[20],"They":[21],"provide":[22],"access":[23],"for":[24,40,58],"students":[25],"material":[27],"that":[28,115],"would":[29],"be":[30],"difficult":[31],"obtain":[33],"locally,":[34],"and":[35,84,101],"an":[36,89],"abundance":[37],"data":[39],"researchers.":[42],"Despite":[43],"international":[45],"reach":[46],"MOOCs,":[48],"however,":[49],"majority":[51],"MOOC":[53],"research":[54],"does":[55],"not":[56],"account":[57],"demographic":[59],"differences":[60],"relating":[61],"learners'":[64],"country":[65],"origin":[67],"or":[68,132],"cultural":[69],"background,":[70],"which":[71],"been":[73],"shown":[74],"implications":[77],"on":[78,103],"robustness":[80],"predictive":[82,121,139],"models":[83,109,140],"interventions.":[85],"This":[86],"paper":[87],"presents":[88],"exploration":[90],"into":[91],"role":[93],"nation-level":[95],"metrics":[96],"culture,":[98],"happiness,":[99],"wealth,":[100],"size":[102],"generalizability":[105],"completion":[107],"prediction":[108],"countries.":[111],"The":[112],"findings":[113],"indicate":[114],"various":[116],"dimensions":[117],"culture":[119],"are":[120],"cross-country":[123],"model":[124],"generalizability.":[125],"Specifically,":[126],"learners":[127],"from":[128],"indulgent,":[129],"collectivist,":[130],"uncertainty-accepting,":[131],"short-term":[133],"oriented,":[134],"countries":[135],"produce":[136],"more":[137],"generalizable":[138],"learner":[142],"completion.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
