{"id":"https://openalex.org/W4403335234","doi":"https://doi.org/10.1007/s11412-024-09435-2","title":"Toward multimodal learning analytics in simulation-based collaborative learning: A design ethnography of maritime training","display_name":"Toward multimodal learning analytics in simulation-based collaborative learning: A design ethnography of maritime training","publication_year":2024,"publication_date":"2024-10-11","ids":{"openalex":"https://openalex.org/W4403335234","doi":"https://doi.org/10.1007/s11412-024-09435-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11412-024-09435-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11412-024-09435-2","pdf_url":null,"source":{"id":"https://openalex.org/S64184962","display_name":"International Journal of Computer-Supported Collaborative Learning","issn_l":"1556-1607","issn":["1556-1607","1556-1615"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer-Supported Collaborative Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/s11412-024-09435-2","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030588174","display_name":"Charlott Sellberg","orcid":"https://orcid.org/0000-0002-7451-6208"},"institutions":[{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Charlott Sellberg","raw_affiliation_strings":["Department of Applied IT, University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-7451-6208","affiliations":[{"raw_affiliation_string":"Department of Applied IT, University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I881427289"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048182357","display_name":"Amit Sharma","orcid":"https://orcid.org/0000-0001-5619-2302"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Amit Sharma","raw_affiliation_strings":["Department of Psychosocial Sciences, University of Bergen, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychosocial Sciences, University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030588174"],"corresponding_institution_ids":["https://openalex.org/I881427289"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":3.8683,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9375692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"2","first_page":"201","last_page":"221"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11024","display_name":"Information Systems Theories and Implementation","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T14074","display_name":"Persona Design and Applications","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/learning-analytics","display_name":"Learning analytics","score":0.713442325592041},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.6116993427276611},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.599347710609436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5240669250488281},{"id":"https://openalex.org/keywords/ethnography","display_name":"Ethnography","score":0.5086175203323364},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.46844059228897095},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.4553317725658417},{"id":"https://openalex.org/keywords/multimodality","display_name":"Multimodality","score":0.42439544200897217},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34436506032943726},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3363427519798279},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17676693201065063},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.1481620967388153},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08588612079620361}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.713442325592041},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.6116993427276611},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.599347710609436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5240669250488281},{"id":"https://openalex.org/C179454799","wikidata":"https://www.wikidata.org/wiki/Q132151","display_name":"Ethnography","level":2,"score":0.5086175203323364},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.46844059228897095},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.4553317725658417},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.42439544200897217},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34436506032943726},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3363427519798279},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17676693201065063},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.1481620967388153},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08588612079620361},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11412-024-09435-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11412-024-09435-2","pdf_url":null,"source":{"id":"https://openalex.org/S64184962","display_name":"International Journal of Computer-Supported Collaborative Learning","issn_l":"1556-1607","issn":["1556-1607","1556-1615"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer-Supported Collaborative Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11412-024-09435-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11412-024-09435-2","pdf_url":null,"source":{"id":"https://openalex.org/S64184962","display_name":"International Journal of Computer-Supported Collaborative Learning","issn_l":"1556-1607","issn":["1556-1607","1556-1615"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer-Supported Collaborative Learning","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1799796724","display_name":null,"funder_award_id":"101060107","funder_id":"https://openalex.org/F4320338448","funder_display_name":"HORIZON EUROPE European Innovation Council"}],"funders":[{"id":"https://openalex.org/F4320323421","display_name":"G\u00f6teborgs Universitet","ror":"https://ror.org/01tm6cn81"},{"id":"https://openalex.org/F4320338448","display_name":"HORIZON EUROPE European Innovation Council","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W61784649","https://openalex.org/W123719442","https://openalex.org/W276027012","https://openalex.org/W305505465","https://openalex.org/W568045868","https://openalex.org/W1777119744","https://openalex.org/W1971868889","https://openalex.org/W2028118845","https://openalex.org/W2051175519","https://openalex.org/W2061048082","https://openalex.org/W2083364166","https://openalex.org/W2087033291","https://openalex.org/W2104701307","https://openalex.org/W2116257273","https://openalex.org/W2116868311","https://openalex.org/W2124596812","https://openalex.org/W2149282659","https://openalex.org/W2163136469","https://openalex.org/W2166050198","https://openalex.org/W2213197384","https://openalex.org/W2520384474","https://openalex.org/W2538811242","https://openalex.org/W2558513022","https://openalex.org/W2572968367","https://openalex.org/W2592626542","https://openalex.org/W2610713525","https://openalex.org/W2613995098","https://openalex.org/W2767644744","https://openalex.org/W2800030488","https://openalex.org/W2885000341","https://openalex.org/W2889156676","https://openalex.org/W2920877576","https://openalex.org/W2972571733","https://openalex.org/W3021527274","https://openalex.org/W3035024285","https://openalex.org/W3085087092","https://openalex.org/W3091399968","https://openalex.org/W3109665973","https://openalex.org/W3137268104","https://openalex.org/W3154242228","https://openalex.org/W3191391866","https://openalex.org/W4200330779","https://openalex.org/W4236544382","https://openalex.org/W4252599113","https://openalex.org/W4292665511","https://openalex.org/W4293058562","https://openalex.org/W4315817576","https://openalex.org/W4361273765","https://openalex.org/W4378469229","https://openalex.org/W4381145042","https://openalex.org/W4382644285","https://openalex.org/W4385493497","https://openalex.org/W4391423242","https://openalex.org/W4396566381","https://openalex.org/W6640151826"],"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/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":{"Abstract":[0],"Collaborative":[1],"learning":[2,40,56,161,202],"in":[3,54,58,79,92,117,200,214],"high-fidelity":[4,59],"simulators":[5,94],"is":[6,85,190],"an":[7],"important":[8],"part":[9,25],"of":[10,26,38,71,111,124,135,140,151,179,186,198],"how":[11,83,132],"master":[12,50],"mariner":[13,51],"students":[14,52,88],"are":[15,99,104],"preparing":[16],"for":[17,45,106,210],"their":[18],"future":[19],"career":[20],"at":[21,75],"sea":[22],"by":[23],"becoming":[24],"a":[27,63,76],"ship\u2019s":[28],"bridge":[29],"team.":[30],"This":[31],"study":[32],"aims":[33],"to":[34,42,49,87,154],"inform":[35],"the":[36,108,128,133,157,160,164,175,180,193],"design":[37,64],"multimodal":[39,109,144,196],"analytics":[41],"be":[43],"used":[44],"providing":[46],"automated":[47],"feedback":[48,84,136,145,171,199],"engaged":[53],"collaborative":[55,90,119],"activities":[57,91],"navigation":[60],"simulators.":[61],"Through":[62,167],"ethnographic":[65],"approach,":[66],"we":[67,204],"analyze":[68],"video":[69],"records":[70],"everyday":[72],"training":[73],"practices":[74],"simulator":[77],"center":[78],"Scandinavia,":[80],"exploring":[81],"(a)":[82],"delivered":[86],"during":[89,137],"full-mission":[93],"and":[95,101,115,143,163,188,195,207],"(b)":[96],"which":[97],"sensors":[98,208],"needed":[100,105,209],"why":[102],"they":[103],"capturing":[107,211],"nature":[110,197],"professional":[112,201,212],"performance,":[113],"communication,":[114],"collaboration":[116],"simulation-based":[118],"learning.":[120],"Our":[121],"detailed":[122],"analysis":[123],"two":[125],"episodes":[126],"from":[127],"data":[129],"corpus":[130],"shows":[131],"delivery":[134],"simulations":[138],"consists":[139],"recurring,":[141],"multidimensional,":[142],"cycles,":[146],"comprising":[147],"instructors\u2019":[148],"close":[149],"monitoring":[150],"student\u2019s":[152],"actions":[153],"continuously":[155],"assess":[156],"fit":[158],"between":[159],"objectives":[162],"ongoing":[165],"task.":[166],"these":[168],"embedded":[169],"assessments,":[170],"that":[172],"draws":[173],"on":[174],"rich":[176],"semiotic":[177],"resources":[178],"simulated":[181,215],"environment,":[182],"while":[183],"considering":[184],"aspects":[185],"realism":[187],"authenticity,":[189],"provided.":[191],"Considering":[192],"multidimensional":[194],"contexts,":[203],"identify":[205],"technologies":[206],"performance":[213],"environments.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}