{"id":"https://openalex.org/W4381547792","doi":"https://doi.org/10.1145/3594781.3594796","title":"Preparing K-12 Students to Meet their Data: Analyzing the Tools and Environments used in Introductory Data Science Contexts","display_name":"Preparing K-12 Students to Meet their Data: Analyzing the Tools and Environments used in Introductory Data Science Contexts","publication_year":2023,"publication_date":"2023-06-21","ids":{"openalex":"https://openalex.org/W4381547792","doi":"https://doi.org/10.1145/3594781.3594796"},"language":"en","primary_location":{"id":"doi:10.1145/3594781.3594796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594781.3594796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594781.3594796","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Symposium on Learning, Design and Technology","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3594781.3594796","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033259640","display_name":"Rotem Israel\u2010Fishelson","orcid":"https://orcid.org/0000-0002-5650-4561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rotem Israel-Fishelson","raw_affiliation_strings":["Teaching & Learning, Policy & Leadership, University of Maryland, USA"],"raw_orcid":"https://orcid.org/0000-0002-5650-4561","affiliations":[{"raw_affiliation_string":"Teaching & Learning, Policy & Leadership, University of Maryland, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002752295","display_name":"Peter F. Moon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter F. Moon","raw_affiliation_strings":["Teaching & Learning, Policy & Leadership, University of Maryland, USA"],"raw_orcid":"https://orcid.org/0000-0003-0297-3968","affiliations":[{"raw_affiliation_string":"Teaching & Learning, Policy & Leadership, University of Maryland, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102910714","display_name":"Rachel G. Tabak","orcid":"https://orcid.org/0009-0005-3769-8718"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rachel E. Tabak","raw_affiliation_strings":["Teaching & Learning, Policy & Leadership, University of Maryland, USA"],"raw_orcid":"https://orcid.org/0009-0005-3769-8718","affiliations":[{"raw_affiliation_string":"Teaching & Learning, Policy & Leadership, University of Maryland, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044386678","display_name":"David Weintrop","orcid":"https://orcid.org/0000-0002-3009-3899"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Weintrop","raw_affiliation_strings":["Teaching & Learning, Policy & Leadership, University of Maryland, USA"],"raw_orcid":"https://orcid.org/0000-0002-3009-3899","affiliations":[{"raw_affiliation_string":"Teaching & Learning, Policy & Leadership, University of Maryland, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7881,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.95175149,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9638000130653381,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.9146999716758728,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/scripting-language","display_name":"Scripting language","score":0.7135992646217346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981244683265686},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.577895998954773},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5353508591651917},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.4157452881336212},{"id":"https://openalex.org/keywords/diversity","display_name":"Diversity (politics)","score":0.41217079758644104},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3526153266429901},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09123820066452026},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.08329340815544128}],"concepts":[{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7135992646217346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981244683265686},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.577895998954773},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5353508591651917},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.4157452881336212},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.41217079758644104},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3526153266429901},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09123820066452026},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.08329340815544128},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3594781.3594796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594781.3594796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594781.3594796","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Symposium on Learning, Design and Technology","raw_type":"proceedings-article"},{"id":"pmh:oai:drum.lib.umd.edu:1903/30506","is_oa":true,"landing_page_url":"http://hdl.handle.net/1903/30506","pdf_url":"https://drum.lib.umd.edu/bitstreams/a3d14cd3-ab88-47a0-8f25-374b30688a84/download","source":{"id":"https://openalex.org/S4306401518","display_name":"University Libraries (University of Maryland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.13016/dspace/ypgm-ee8n","is_oa":true,"landing_page_url":"https://doi.org/10.13016/dspace/ypgm-ee8n","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1145/3594781.3594796","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3594781.3594796","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3594781.3594796","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 Symposium on Learning, Design and Technology","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G1853559805","display_name":"CAREER: Situating Computational Learning Opportunities in the Digital Lives of High School Students","funder_award_id":"2141655","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381547792.pdf","grobid_xml":"https://content.openalex.org/works/W4381547792.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1491356954","https://openalex.org/W1685526393","https://openalex.org/W2103509763","https://openalex.org/W2469182685","https://openalex.org/W2529776642","https://openalex.org/W2604166014","https://openalex.org/W2800626389","https://openalex.org/W2997723157","https://openalex.org/W3000916829","https://openalex.org/W3108498207","https://openalex.org/W3114707014","https://openalex.org/W3176796730","https://openalex.org/W3193617519","https://openalex.org/W3203116135","https://openalex.org/W3214629571","https://openalex.org/W4229658977","https://openalex.org/W4282836088","https://openalex.org/W4293227694","https://openalex.org/W4296421786","https://openalex.org/W4299343858","https://openalex.org/W4319029384","https://openalex.org/W6720370982"],"related_works":["https://openalex.org/W2046765700","https://openalex.org/W4384345686","https://openalex.org/W2357937784","https://openalex.org/W2547618384","https://openalex.org/W4394391052","https://openalex.org/W2145834781","https://openalex.org/W2577782152","https://openalex.org/W262455470","https://openalex.org/W4242899858","https://openalex.org/W2356327704"],"abstract_inverted_index":{"Data":[0],"science":[1,28,40,76,87,130],"education":[2,88],"has":[3],"gained":[4],"momentum":[5],"in":[6,45,84],"recent":[7],"years.":[8],"Along":[9],"with":[10],"the":[11,19,47,124,145],"development":[12],"of":[13,23,73,110,123,127],"curricula":[14],"to":[15,29,37,54,59,61,64,139,143],"teach":[16,38],"data":[17,27,39,65,75,86,129],"science,":[18],"number":[20],"and":[21,101,116,132],"diversity":[22],"tools":[24,35,58,77,94,138],"for":[25,89,135],"introducing":[26],"learners":[30,63,142],"are":[31],"also":[32],"multiplying.":[33],"The":[34,92],"used":[36,83],"play":[41],"a":[42,70],"central":[43],"role":[44],"shaping":[46],"learning":[48],"experience.":[49],"Therefore,":[50],"it":[51],"is":[52],"important":[53],"carefully":[55],"choose":[56],"which":[57],"use":[60],"introduce":[62],"science.":[66],"This":[67,118],"article":[68],"presents":[69],"systematic":[71],"review":[72],"25":[74],"that":[78],"are,":[79],"or":[80],"can":[81],"be,":[82],"introductory":[85,128],"K-12":[90],"students.":[91],"identified":[93],"list":[95],"includes":[96],"spreadsheets,":[97],"visual":[98],"analysis":[99],"tools,":[100],"scripting":[102],"environments.":[103],"For":[104],"each":[105],"tool,":[106],"we":[107],"examine":[108],"facets":[109],"its":[111],"capabilities,":[112],"interactions,":[113],"educational":[114],"support,":[115],"accessibility.":[117],"paper":[119],"advances":[120],"our":[121],"understanding":[122],"current":[125],"state":[126],"environments":[131],"highlights":[133],"opportunities":[134],"creating":[136],"new":[137],"better":[140],"prepare":[141],"navigate":[144],"data-rich":[146],"world":[147],"surrounding":[148],"them.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}