{"id":"https://openalex.org/W4407842305","doi":"https://doi.org/10.1145/3706468.3706495","title":"Refocusing the lens through which we view affect dynamics: The Skills, Difficulty, Value, Efficacy and Time Model","display_name":"Refocusing the lens through which we view affect dynamics: The Skills, Difficulty, Value, Efficacy and Time Model","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842305","doi":"https://doi.org/10.1145/3706468.3706495"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706495","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3706468.3706495","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075465170","display_name":"Jaclyn Ocumpaugh","orcid":"https://orcid.org/0000-0002-9667-8523"},"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":"Jaclyn Ocumpaugh","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/A5017451436","display_name":"Nidhi Nasiar","orcid":"https://orcid.org/0009-0006-7063-5433"},"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":"Nidhi Nasiar","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/A5048645177","display_name":"Andres Felipe Zambrano","orcid":"https://orcid.org/0000-0003-0692-1209"},"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":"Andres Felipe Zambrano","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/A5073267924","display_name":"Alex Goslen","orcid":"https://orcid.org/0009-0003-4128-4898"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Goslen","raw_affiliation_strings":["North Carolina State University, Philadelphia, PA, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063987260","display_name":"Jessica Vandenberg","orcid":"https://orcid.org/0000-0001-6497-1840"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Vandenberg","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114485851","display_name":"Jordan Esiason","orcid":"https://orcid.org/0000-0002-3734-9105"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan Esiason","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085880418","display_name":"Jonathan Rowe","orcid":"https://orcid.org/0000-0003-2038-9239"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Rowe","raw_affiliation_strings":["North Carolina State University, Raleigh, NC, USA"],"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5075465170"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":null,"apc_paid":null,"fwci":2.8599,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89584527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9955000281333923,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9889000058174133,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9825999736785889,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.8035343289375305},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6521185040473938},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.6241910457611084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49272850155830383},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.492258220911026},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2654910683631897},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1963423788547516},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17663970589637756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09634295105934143},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.08871462941169739},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.06771087646484375}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.8035343289375305},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6521185040473938},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.6241910457611084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49272850155830383},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.492258220911026},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2654910683631897},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1963423788547516},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17663970589637756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09634295105934143},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.08871462941169739},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.06771087646484375}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3706468.3706495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706495","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3706468.3706495","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706495","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Learning Analytics and Knowledge Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1971110798","https://openalex.org/W1971374890","https://openalex.org/W1976445490","https://openalex.org/W2045678811","https://openalex.org/W2058064543","https://openalex.org/W2072035149","https://openalex.org/W2086106095","https://openalex.org/W2104912728","https://openalex.org/W2136131815","https://openalex.org/W2156848952","https://openalex.org/W2158826560","https://openalex.org/W2169365000","https://openalex.org/W2484079420","https://openalex.org/W2563946746","https://openalex.org/W2971763496","https://openalex.org/W3127264501","https://openalex.org/W3129458029","https://openalex.org/W3169504656","https://openalex.org/W3202224892","https://openalex.org/W4214947305","https://openalex.org/W4290864872","https://openalex.org/W4313492599","https://openalex.org/W4383180725","https://openalex.org/W4392445336","https://openalex.org/W4399557920","https://openalex.org/W4403975996"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2560936962","https://openalex.org/W2788727012","https://openalex.org/W4388203630","https://openalex.org/W2390279801","https://openalex.org/W2526386912","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"For":[0],"more":[1],"than":[2],"a":[3,5,12,91],"decade,":[4],"handful":[6],"of":[7,15,75,88],"theoretical":[8,70],"models":[9,119],"have":[10],"shaped":[11],"substantial":[13],"amount":[14],"the":[16,32,51,68,73,86,112,121],"research":[17,26],"related":[18],"to":[19,48,60,99,108,125],"students\u2019":[20],"emotional":[21],"experiences":[22],"during":[23],"learning.":[24],"This":[25,64],"has":[27],"been":[28],"productive,":[29],"but":[30],"articulating":[31],"underlying":[33],"implicit":[34,116],"assumptions":[35,113],"in":[36,42,117],"existing":[37,69],"theories":[38],"and":[39,56,58,110,120],"their":[40],"implications":[41],"our":[43],"empirical":[44],"interpretations":[45],"can":[46],"help":[47],"better":[49,62],"investigate":[50,100,126],"reciprocal":[52],"relationships":[53],"between":[54],"learning":[55],"emotion,":[57],"subsequently,":[59],"develop":[61],"interventions.":[63],"paper":[65],"expands":[66],"upon":[67],"frameworks,":[71],"increasing":[72],"types":[74],"questions":[76],"we":[77,104,123],"ask":[78],"about":[79],"affect":[80],"dynamics.":[81],"We":[82],"do":[83],"so":[84],"within":[85],"context":[87],"Crystal":[89],"Island,":[90],"virtual":[92],"world":[93],"that":[94,114],"allows":[95],"middle":[96],"school":[97],"students":[98],"microbiology":[101],"questions.":[102],"Specifically,":[103],"use":[105,124],"this":[106],"data":[107],"examine":[109],"revise":[111],"are":[115],"these":[118],"methods":[122],"them.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
