{"id":"https://openalex.org/W3134899084","doi":null,"title":"A data-driven path model of student attributes, affect, and engagement in a computer-based science inquiry microworld","display_name":"A data-driven path model of student attributes, affect, and engagement in a computer-based science inquiry microworld","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W3134899084","mag":"3134899084"},"language":"en","primary_location":{"id":"mag:3134899084","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/icls/icls2012.html#Hershkovitz0GN12","pdf_url":null,"source":{"id":"https://openalex.org/S4306419081","display_name":"International Conference of Learning Sciences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference of Learning Sciences","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5069259488","display_name":"Arnon Hershkovitz","orcid":"https://orcid.org/0000-0003-1568-2238","observed_orcids":["https://orcid.org/0000-0003-1568-2238"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arnon Hershkovitz","raw_affiliation_strings":["Worcester polytechnic Institute"],"raw_orcid":"https://orcid.org/0000-0003-1568-2238","affiliations":[{"raw_affiliation_string":"Worcester polytechnic Institute","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088695714","display_name":"Ryan S. Baker","orcid":"https://orcid.org/0000-0002-3051-3232","observed_orcids":["https://orcid.org/0000-0002-3051-3232"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan S. Baker","raw_affiliation_strings":["Worcester polytechnic Institute"],"raw_orcid":"https://orcid.org/0000-0002-3051-3232","affiliations":[{"raw_affiliation_string":"Worcester polytechnic Institute","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050421225","display_name":"Janice D. Gobert","orcid":"https://orcid.org/0000-0003-4547-9425","observed_orcids":["https://orcid.org/0000-0003-4547-9425"]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janice D. Gobert","raw_affiliation_strings":["Worcester polytechnic Institute"],"raw_orcid":"https://orcid.org/0000-0003-4547-9425","affiliations":[{"raw_affiliation_string":"Worcester polytechnic Institute","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040241284","display_name":"Adam Nakama","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Nakama","raw_affiliation_strings":["Worcester polytechnic Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Worcester polytechnic Institute","institution_ids":["https://openalex.org/I107077323"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I107077323"],"apc_list":null,"apc_paid":null,"fwci":8.4876,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96883198,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"167","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.7577999830245972,"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"}},"topics":[{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.7577999830245972,"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"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.1193000003695488,"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/T11122","display_name":"Online Learning and Analytics","score":0.02290000021457672,"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/student-engagement","display_name":"student engagement","score":0.6600000262260437},{"id":"https://openalex.org/keywords/student-affect","display_name":"student affect","score":0.8360000252723694},{"id":"https://openalex.org/keywords/student-characteristics","display_name":"student characteristics","score":0.9459999799728394},{"id":"https://openalex.org/keywords/computer-based-learning-environments","display_name":"computer-based learning environments","score":0.6520000100135803},{"id":"https://openalex.org/keywords/scientific-inquiry","display_name":"scientific inquiry","score":0.7950000166893005},{"id":"https://openalex.org/keywords/microworlds","display_name":"microworlds","score":0.9860000014305115},{"id":"https://openalex.org/keywords/data-driven-modeling","display_name":"data-driven modeling","score":0.6669999957084656},{"id":"https://openalex.org/keywords/student-modeling","display_name":"student modeling","score":0.3499999940395355}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8651269674301147},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5910030603408813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569717288017273},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41674935817718506},{"id":"https://openalex.org/C82793941","wikidata":"https://www.wikidata.org/wiki/Q1046024","display_name":"Path analysis (statistics)","level":2,"score":0.4124675393104553},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38024911284446716},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37777066230773926},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.271757036447525},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15103963017463684},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3134899084","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/icls/icls2012.html#Hershkovitz0GN12","pdf_url":null,"source":{"id":"https://openalex.org/S4306419081","display_name":"International Conference of Learning Sciences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference of Learning Sciences","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W79268751","https://openalex.org/W183767793","https://openalex.org/W1521019344","https://openalex.org/W1664104301","https://openalex.org/W1665332082","https://openalex.org/W1811740382","https://openalex.org/W1862851964","https://openalex.org/W1965085721","https://openalex.org/W1965299423","https://openalex.org/W1969793297","https://openalex.org/W1976832559","https://openalex.org/W1982470595","https://openalex.org/W1992809728","https://openalex.org/W1994094855","https://openalex.org/W1994308689","https://openalex.org/W1997859426","https://openalex.org/W2024107204","https://openalex.org/W2025987024","https://openalex.org/W2059222580","https://openalex.org/W2060045074","https://openalex.org/W2062672338","https://openalex.org/W2072035149","https://openalex.org/W2072967044","https://openalex.org/W2076532645","https://openalex.org/W2087474658","https://openalex.org/W2093032252","https://openalex.org/W2093896596","https://openalex.org/W2109901510","https://openalex.org/W2113101808","https://openalex.org/W2115486496","https://openalex.org/W2117283329","https://openalex.org/W2117342357","https://openalex.org/W2117535423","https://openalex.org/W2121080242","https://openalex.org/W2127145329","https://openalex.org/W2135438633","https://openalex.org/W2140526107","https://openalex.org/W2152550197","https://openalex.org/W2167884222","https://openalex.org/W2168921961","https://openalex.org/W2169454613","https://openalex.org/W2242671641","https://openalex.org/W2271723398","https://openalex.org/W2331227348","https://openalex.org/W2338884111","https://openalex.org/W2342340717","https://openalex.org/W2626906451","https://openalex.org/W2945513124","https://openalex.org/W6893704514"],"related_works":["https://openalex.org/W274907109","https://openalex.org/W1908085484","https://openalex.org/W2611972969","https://openalex.org/W2806245267","https://openalex.org/W2946471519","https://openalex.org/W6992845225","https://openalex.org/W2575199020","https://openalex.org/W2989647506","https://openalex.org/W2986946016","https://openalex.org/W2996474375"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-10-08T09:06:37.294493","created_date":"2021-03-15T00:00:00"}
