{"id":"https://openalex.org/W7128798221","doi":"https://doi.org/10.1145/3770761.3777187","title":"Fostering Cross-disciplinary Competency in Undergraduate Data Science Education: Exploring a Collaborative Teaching Approach","display_name":"Fostering Cross-disciplinary Competency in Undergraduate Data Science Education: Exploring a Collaborative Teaching Approach","publication_year":2026,"publication_date":"2026-02-13","ids":{"openalex":"https://openalex.org/W7128798221","doi":"https://doi.org/10.1145/3770761.3777187"},"language":null,"primary_location":{"id":"doi:10.1145/3770761.3777187","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770761.3777187","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 57th ACM Technical Symposium on Computer Science Education V.2","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3770761.3777187","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053727798","display_name":"Lujie Chen","orcid":"https://orcid.org/0000-0002-7185-8405"},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lujie Karen Chen","raw_affiliation_strings":["University of Maryland, Baltimore County, Baltimore, MD, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland, Baltimore County, Baltimore, MD, USA","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5125923920","display_name":"Katie Birger","orcid":null},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katie Birger","raw_affiliation_strings":["University of Maryland, Baltimore County, Baltimore, MD, USA"],"affiliations":[{"raw_affiliation_string":"University of Maryland, Baltimore County, Baltimore, MD, USA","institution_ids":["https://openalex.org/I79272384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5053727798"],"corresponding_institution_ids":["https://openalex.org/I79272384"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.73836389,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1255","last_page":"1256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.7479000091552734,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.7479000091552734,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11497","display_name":"Interprofessional Education and Collaboration","score":0.053300000727176666,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12978","display_name":"Innovative Teaching Methodologies in Social Sciences","score":0.014700000174343586,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.48010000586509705},{"id":"https://openalex.org/keywords/discipline","display_name":"Discipline","score":0.46639999747276306},{"id":"https://openalex.org/keywords/health-science","display_name":"Health science","score":0.4009000062942505},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.36309999227523804},{"id":"https://openalex.org/keywords/communication-skills","display_name":"Communication skills","score":0.3537999987602234},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.35040000081062317},{"id":"https://openalex.org/keywords/survey-data-collection","display_name":"Survey data collection","score":0.3490000069141388}],"concepts":[{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.5629000067710876},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4878000020980835},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.48010000586509705},{"id":"https://openalex.org/C8795937","wikidata":"https://www.wikidata.org/wiki/Q11862829","display_name":"Discipline","level":2,"score":0.46639999747276306},{"id":"https://openalex.org/C3018419874","wikidata":"https://www.wikidata.org/wiki/Q843601","display_name":"Health science","level":2,"score":0.4009000062942505},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C2988115150","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication skills","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.35040000081062317},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.34439998865127563},{"id":"https://openalex.org/C2778080475","wikidata":"https://www.wikidata.org/wiki/Q4353774","display_name":"Health communication","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.30399999022483826},{"id":"https://openalex.org/C472806","wikidata":"https://www.wikidata.org/wiki/Q472328","display_name":"Science communication","level":3,"score":0.3019999861717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2831999957561493},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.28110000491142273},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.2678999900817871},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2646999955177307},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2614000141620636},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3770761.3777187","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770761.3777187","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 57th ACM Technical Symposium on Computer Science Education V.2","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3770761.3777187","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3770761.3777187","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 57th ACM Technical Symposium on Computer Science Education V.2","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6774100065231323,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2977239373"],"related_works":[],"abstract_inverted_index":{"We":[0],"report":[1],"on":[2,26,69,76],"a":[3,18,23],"collaborative":[4],"teaching":[5,147],"experiment":[6],"conducted":[7],"in":[8,42,50,95,106,138],"Fall":[9],"2024":[10],"between":[11],"an":[12],"introductory":[13],"data":[14,89,107,117,134],"science":[15,90,108,118],"course":[16,21],"and":[17,67,72,111,123,136,154],"health":[19,44,96,100,125,128],"communication":[20,45,97,101,129],"at":[22],"four-year":[24],"college":[25],"the":[27,43,54,77],"U.S.":[28],"East":[29],"Coast.":[30],"Four":[31],"peer-learning":[32],"sessions":[33],"were":[34],"designed":[35],"to":[36],"align":[37],"with":[38,47,88],"key":[39],"problem-solving":[40],"stages":[41],"curriculum,":[46],"students":[48,91,102,119,130],"working":[49],"mixed":[51],"teams":[52],"under":[53],"guidance":[55],"of":[56,79,158],"instructors":[57],"from":[58],"both":[59],"disciplines.":[60],"To":[61],"evaluate":[62],"outcomes,":[63],"we":[64],"administered":[65],"pre-":[66],"post-tests":[68],"disciplinary":[70],"knowledge":[71],"collected":[73],"student":[74],"reflections":[75],"value":[78],"interdisciplinary":[80],"collaboration.":[81],"Results":[82],"show":[83],"discernible":[84],"cross-disciplinary":[85,146],"learning":[86,132,153],"gains,":[87],"demonstrating":[92],"stronger":[93],"improvements":[94],"knowledge,":[98],"while":[99,127],"reported":[103],"moderate":[104],"gains":[105],"knowledge.":[109],"Survey":[110],"open-ended":[112],"responses":[113],"further":[114],"reveal":[115],"that":[116,144],"valued":[120],"communication,":[121],"teamwork,":[122],"public":[124],"perspectives,":[126],"highlighted":[131],"about":[133],"use":[135],"collection":[137],"real-world":[139],"contexts.":[140],"These":[141],"findings":[142],"suggest":[143],"structured":[145],"collaboration":[148],"can":[149],"effectively":[150],"foster":[151],"mutual":[152],"broaden":[155],"students'":[156],"appreciation":[157],"complementary":[159],"skills":[160],"across":[161],"fields.":[162]},"counts_by_year":[],"updated_date":"2026-02-15T05:58:04.055770","created_date":"2026-02-14T00:00:00"}