{"id":"https://openalex.org/W4407842009","doi":"https://doi.org/10.1145/3706468.3706475","title":"TeamTeachingViz: Benefits, Challenges, and Ethical Considerations of Using a Multimodal Analytics Dashboard to Support Team Teaching Reflection","display_name":"TeamTeachingViz: Benefits, Challenges, and Ethical Considerations of Using a Multimodal Analytics Dashboard to Support Team Teaching Reflection","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842009","doi":"https://doi.org/10.1145/3706468.3706475"},"language":"en","primary_location":{"id":"doi:10.1145/3706468.3706475","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706475","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/10.1145/3706468.3706475","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054207932","display_name":"Riordan Alfredo","orcid":"https://orcid.org/0000-0001-5440-6143"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Riordan Alfredo","raw_affiliation_strings":["Monash University, Clayton, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081638871","display_name":"Paola Mejia\u2010Domenzain","orcid":"https://orcid.org/0000-0003-1242-3134"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Paola Mejia-Domenzain","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067966650","display_name":"Vanessa Echeverr\u00eda","orcid":"https://orcid.org/0000-0002-2022-9588"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]},{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["AU","EC"],"is_corresponding":false,"raw_author_name":"Vanessa Echeverria","raw_affiliation_strings":["Monash University, Clayton, Australia and Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia and Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383","https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000006030","display_name":"Dwi Lestari Rahayu","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dwi Rahayu","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025145937","display_name":"Linxuan Zhao","orcid":"https://orcid.org/0000-0001-5564-0185"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Linxuan Zhao","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116381113","display_name":"Haya Alajlan","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Haya Alajlan","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054856064","display_name":"Zachari Swiecki","orcid":"https://orcid.org/0000-0002-7414-5507"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zachari Swiecki","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007940211","display_name":"Tanja K\u00e4ser","orcid":"https://orcid.org/0000-0003-0672-0415"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tanja K\u00e4ser","raw_affiliation_strings":["EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Ga\u0161evi\u0107","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052017575","display_name":"Roberto Mart\u00ednez\u2010Maldonado","orcid":"https://orcid.org/0000-0002-8375-1816"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roberto Martinez-Maldonado","raw_affiliation_strings":["Monash University, Clayton, Australia"],"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5054207932"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":null,"apc_paid":null,"fwci":9.2662,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94788292,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"58","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13131","display_name":"Collaborative Teaching and Inclusion","score":0.9940000176429749,"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/T13131","display_name":"Collaborative Teaching and Inclusion","score":0.9940000176429749,"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/T12500","display_name":"Reflective Practices in Education","score":0.9842000007629395,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9789999723434448,"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/dashboard","display_name":"Dashboard","score":0.8349491953849792},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.7754397392272949},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7111563086509705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6596578359603882},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6171958446502686},{"id":"https://openalex.org/keywords/ethical-issues","display_name":"Ethical issues","score":0.4433589279651642},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42566120624542236},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.37489551305770874},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36986857652664185},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.26475971937179565},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20763960480690002}],"concepts":[{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.8349491953849792},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.7754397392272949},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7111563086509705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596578359603882},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6171958446502686},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.4433589279651642},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42566120624542236},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.37489551305770874},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36986857652664185},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.26475971937179565},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20763960480690002},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3706468.3706475","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706475","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"},{"id":"pmh:oai:monash.edu:publications/0387bd98-a0f8-4cf8-8109-9aa23381ae9b","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/0387bd98-a0f8-4cf8-8109-9aa23381ae9b","pdf_url":"https://researchmgt.monash.edu/ws/files/722532430/675322157-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Alfredo, R, Mejia-Domenzain, P, Echeverria, V, Rahayu, D, Zhao, L, Alajlan, H, Swiecki, Z, K\u00e4ser, T, Ga\u0161evi\u0107, D & Martinez-Maldonado, R 2025, TeamTeachingViz : Benefits, Challenges, and Ethical Considerations of Using a Multimodal Analytics Dashboard to Support Team Teaching Reflection. in A Zamecnik, V Kuvar & A Wong (eds), The Fifteenth International Conference on Learning Analytics & Knowledge. Association for Computing Machinery (ACM), New York NY USA, pp. 58-69, International Conference on Learning Analytics and Knowledge 2025, Dublin, Ireland, 3/03/25. https://doi.org/10.1145/3706468.3706475","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/248492","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/248492","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"doi:10.1145/3706468.3706475","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3706468.3706475","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G8262621389","display_name":null,"funder_award_id":"DP210100060","funder_id":"https://openalex.org/F4320315885","funder_display_name":"Australian Government"}],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1984476965","https://openalex.org/W2041333115","https://openalex.org/W2059820356","https://openalex.org/W2089797598","https://openalex.org/W2132635117","https://openalex.org/W2478502595","https://openalex.org/W2588818222","https://openalex.org/W2612688309","https://openalex.org/W2763173474","https://openalex.org/W2793185901","https://openalex.org/W2866044803","https://openalex.org/W2917259348","https://openalex.org/W2972559661","https://openalex.org/W3011362234","https://openalex.org/W3013160799","https://openalex.org/W3026320124","https://openalex.org/W3032875465","https://openalex.org/W3036611445","https://openalex.org/W3132534209","https://openalex.org/W3210511278","https://openalex.org/W4206212740","https://openalex.org/W4214829554","https://openalex.org/W4226254341","https://openalex.org/W4231993699","https://openalex.org/W4241464738","https://openalex.org/W4289518666","https://openalex.org/W4312890399","https://openalex.org/W4321442084","https://openalex.org/W4323841388","https://openalex.org/W4361853353","https://openalex.org/W4380485314","https://openalex.org/W4381956261","https://openalex.org/W4385770659","https://openalex.org/W4386265998","https://openalex.org/W4386320949","https://openalex.org/W4388558316","https://openalex.org/W4390472141","https://openalex.org/W4392168111","https://openalex.org/W4392445355","https://openalex.org/W4392445361","https://openalex.org/W4392445414","https://openalex.org/W4392484216","https://openalex.org/W4392484245","https://openalex.org/W4392769397","https://openalex.org/W4396832476","https://openalex.org/W4396919295","https://openalex.org/W4398756225","https://openalex.org/W4399929079","https://openalex.org/W4400586662","https://openalex.org/W4401029547","https://openalex.org/W4401414047","https://openalex.org/W4401620743","https://openalex.org/W4402480670","https://openalex.org/W4402480696","https://openalex.org/W4402481330"],"related_works":["https://openalex.org/W3134741836","https://openalex.org/W4391160349","https://openalex.org/W4379434981","https://openalex.org/W3034267728","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4312251268","https://openalex.org/W4225907471","https://openalex.org/W4321608238","https://openalex.org/W3149853082"],"abstract_inverted_index":{"Team":[0],"teaching":[1,69,99],"in":[2,86,114,149],"higher":[3],"education":[4],"can":[5,31],"be":[6],"challenging,":[7],"especially":[8],"for":[9,53,157],"educators":[10,52,78,92,112,132],"managing":[11],"large":[12],"classes":[13],"with":[14],"limited":[15],"pedagogical":[16],"training":[17],"and":[18,29,33,39,64,73,97,144,164],"few":[19,45],"opportunities":[20],"to":[21,51,77,124,140,167],"reflect":[22,125],"on":[23,126],"their":[24,94,127,134,142],"practices.":[25,128],"Emerging":[26],"sensing":[27],"technologies":[28],"analytics":[30],"capture":[32],"analyse":[34],"patterns":[35],"of":[36,41,66],"collaboration,":[37],"communication,":[38],"movement":[40],"team":[42,98,150],"teaching.":[43,151],"Yet,":[44],"studies":[46],"have":[47],"presented":[48],"these":[49,170],"data":[50,70,96,102],"reflection.":[54],"To":[55],"address":[56],"this":[57],"gap,":[58],"we":[59],"examine":[60],"the":[61,80,155],"benefits,":[62],"challenges,":[63],"concerns":[65],"presenting":[67],"multimodal":[68],"(positional,":[71],"audio,":[72],"spatial":[74],"pedagogy":[75],"observations)":[76],"via":[79],"TeamTeachingViz":[81,85],"dashboard.":[82],"We":[83],"evaluated":[84],"an":[87],"authentic":[88],"classroom":[89,108],"context":[90],"where":[91],"explored":[93],"own":[95],"strategies.":[100],"Multimodal":[101],"was":[103],"collected":[104],"from":[105],"36":[106],"in-the-wild":[107],"sessions":[109],"involving":[110],"12":[111],"grouped":[113],"various":[115],"combinations":[116],"over":[117],"4":[118],"weeks,":[119],"followed":[120],"by":[121,136],"semi-structured":[122],"interviews":[123],"Findings":[129],"suggest":[130],"that":[131],"improved":[133],"self-awareness":[135],"using":[137],"data-driven":[138],"insights":[139],"understand":[141],"movements":[143],"interactions,":[145],"enabling":[146],"continuous":[147],"improvement":[148],"However,":[152],"they":[153],"noted":[154],"need":[156],"additional":[158],"data,":[159],"such":[160],"as":[161],"student":[162],"behaviours":[163],"speech":[165],"content,":[166],"better":[168],"contextualise":[169],"insights.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}