{"id":"https://openalex.org/W4399667648","doi":"https://doi.org/10.1145/3628516.3659416","title":"Interest-Driven Data Science Curriculum for High School Students: Empirical Evidence from a Pilot Study","display_name":"Interest-Driven Data Science Curriculum for High School Students: Empirical Evidence from a Pilot Study","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399667648","doi":"https://doi.org/10.1145/3628516.3659416"},"language":"en","primary_location":{"id":"doi:10.1145/3628516.3659416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628516.3659416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Annual ACM Interaction Design and Children Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5033259640","display_name":"Rotem Israel\u2010Fishelson","orcid":"https://orcid.org/0000-0002-5650-4561"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rotem Israel-Fishelson","raw_affiliation_strings":["College of Education, University of Maryland, United States"],"raw_orcid":"https://orcid.org/0000-0002-5650-4561","affiliations":[{"raw_affiliation_string":"College of Education, University of Maryland, United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002752295","display_name":"Peter F. Moon","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter F Moon","raw_affiliation_strings":["College of Education, University of Maryland, United States"],"raw_orcid":"https://orcid.org/0000-0003-0297-3968","affiliations":[{"raw_affiliation_string":"College of Education, University of Maryland, United States","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044386678","display_name":"David Weintrop","orcid":"https://orcid.org/0000-0002-3009-3899"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Weintrop","raw_affiliation_strings":["University of Maryland, United States"],"raw_orcid":"https://orcid.org/0000-0002-3009-3899","affiliations":[{"raw_affiliation_string":"University of Maryland, United States","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":1.9469,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8650337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"908","last_page":"912"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.7588952779769897},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5316638946533203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5174306035041809},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.4350903332233429},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.41495001316070557},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29759910702705383},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.21773895621299744},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08412367105484009}],"concepts":[{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.7588952779769897},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5316638946533203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5174306035041809},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.4350903332233429},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.41495001316070557},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29759910702705383},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.21773895621299744},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08412367105484009},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3628516.3659416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3628516.3659416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Annual ACM Interaction Design and Children Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.699999988079071,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3273314881","display_name":null,"funder_award_id":"2141655","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1491356954","https://openalex.org/W1803273808","https://openalex.org/W2049240412","https://openalex.org/W2095848001","https://openalex.org/W2466855596","https://openalex.org/W2767142740","https://openalex.org/W2799323060","https://openalex.org/W2904222577","https://openalex.org/W2971244451","https://openalex.org/W2994842766","https://openalex.org/W3047940318","https://openalex.org/W3082697075","https://openalex.org/W3096581675","https://openalex.org/W3176796730","https://openalex.org/W3184416310","https://openalex.org/W3193617519","https://openalex.org/W3203116135","https://openalex.org/W4225120394","https://openalex.org/W4283797961","https://openalex.org/W4293227694","https://openalex.org/W4307410137","https://openalex.org/W4380479497","https://openalex.org/W4399489215"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W976271273","https://openalex.org/W4281748496","https://openalex.org/W2800302421"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,71,102],"pilot":[4,64],"study":[5,99,134],"of":[6,41,70,138,154],"an":[7,129],"interest-driven":[8],"data":[9,22,27,42,108,115,148,157],"science":[10,28,43,73,116],"curriculum":[11,17,34,163],"for":[12],"high":[13],"school":[14],"students.":[15],"The":[16,33,63,98,133],"uses":[18],"authentic":[19,156],"and":[20,44,51,56,90,106,127,158],"meaningful":[21],"exploration":[23],"activities":[24,118],"to":[25,36,53,83,113,140,144,147],"situate":[26,120],"in":[29,59,67,123,162],"students'":[30],"lived":[31,125],"experiences.":[32],"aims":[35],"lay":[37],"the":[38,48,76,121,151,159],"computational":[39],"foundation":[40],"equip":[45],"students":[46,82],"with":[47],"necessary":[49],"skills":[50],"practices":[52],"become":[54],"informed":[55],"active":[57],"citizens":[58],"our":[60,136],"data-driven":[61],"world.":[62],"study,":[65],"conducted":[66],"two":[68],"sections":[69],"computer":[72],"class,":[74],"demonstrates":[75],"curriculum's":[77],"inquiry-based":[78,160],"approach,":[79],"which":[80],"allows":[81],"formulate":[84],"questions":[85],"based":[86],"on":[87],"their":[88],"interests":[89],"answer":[91],"them":[92],"by":[93],"manipulating":[94],"publicly":[95],"available":[96],"datasets.":[97],"illustrates":[100],"how":[101],"block-based":[103],"learning":[104,117,131],"environment":[105],"API":[107],"retrieval":[109],"can":[110],"be":[111],"harnessed":[112],"support":[114],"that":[119],"topics":[122],"learners\u2019":[124],"experiences":[126],"create":[128],"engaging":[130],"experience.":[132],"advances":[135],"understanding":[137],"ways":[139],"use":[141],"novel":[142],"technologies":[143],"introduce":[145],"learners":[146],"science,":[149],"emphasizing":[150],"practical":[152],"implications":[153],"using":[155],"approach":[161],"design.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}