{"id":"https://openalex.org/W4392858433","doi":"https://doi.org/10.1145/3626253.3635525","title":"A Family of Instruments to Measure Data Science Attitudes","display_name":"A Family of Instruments to Measure Data Science Attitudes","publication_year":2024,"publication_date":"2024-03-14","ids":{"openalex":"https://openalex.org/W4392858433","doi":"https://doi.org/10.1145/3626253.3635525"},"language":"en","primary_location":{"id":"doi:10.1145/3626253.3635525","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626253.3635525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"},"type":"article","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/A5061276589","display_name":"April Kerby-Helm","orcid":"https://orcid.org/0009-0009-5386-0489"},"institutions":[{"id":"https://openalex.org/I5795714","display_name":"Winona State University","ror":"https://ror.org/00kmxt141","country_code":"US","type":"education","lineage":["https://openalex.org/I5795714","https://openalex.org/I91221267"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"April Kerby-Helm","raw_affiliation_strings":["Department of Mathematics and Statistics, Winona State University, Winona, MN, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Winona State University, Winona, MN, USA","institution_ids":["https://openalex.org/I5795714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077911466","display_name":"Michael A. Posner","orcid":"https://orcid.org/0009-0002-9990-559X"},"institutions":[{"id":"https://openalex.org/I7863295","display_name":"Villanova University","ror":"https://ror.org/02g7kd627","country_code":"US","type":"education","lineage":["https://openalex.org/I7863295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael A. Posner","raw_affiliation_strings":["Department of Mathematics and Statistics, Villanova University, Villanova, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Villanova University, Villanova, PA, USA","institution_ids":["https://openalex.org/I7863295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021756847","display_name":"Alana Unfried","orcid":"https://orcid.org/0000-0003-1163-9195"},"institutions":[{"id":"https://openalex.org/I135369504","display_name":"California State University, Monterey Bay","ror":"https://ror.org/00mjdtw98","country_code":"US","type":"education","lineage":["https://openalex.org/I135369504"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alana Unfried","raw_affiliation_strings":["California State University, Monterey Bay, Seaside, CA, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Monterey Bay, Seaside, CA, USA","institution_ids":["https://openalex.org/I135369504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086464337","display_name":"Douglas Whitaker","orcid":"https://orcid.org/0000-0002-6895-7437"},"institutions":[{"id":"https://openalex.org/I179301192","display_name":"Mount Saint Vincent University","ror":"https://ror.org/03g3p3b82","country_code":"CA","type":"education","lineage":["https://openalex.org/I179301192"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas Whitaker","raw_affiliation_strings":["Department of Mathematics and Statistics, Mount Saint Vincent University, Halifax, NS, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Mount Saint Vincent University, Halifax, NS, Canada","institution_ids":["https://openalex.org/I179301192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065797488","display_name":"Marjorie Bond","orcid":"https://orcid.org/0009-0001-1948-7854"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marjorie E. Bond","raw_affiliation_strings":["Department of Statistics, Pennsylvania State University, State College, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Pennsylvania State University, State College, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089316140","display_name":"Leyla Batakci","orcid":"https://orcid.org/0009-0004-4272-6448"},"institutions":[{"id":"https://openalex.org/I35429941","display_name":"Elizabethtown College","ror":"https://ror.org/01y0mgq54","country_code":"US","type":"education","lineage":["https://openalex.org/I35429941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leyla Batakci","raw_affiliation_strings":["Department of Mathematical Science, Elizabethtown College, Elizabethtown, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Science, Elizabethtown College, Elizabethtown, PA, USA","institution_ids":["https://openalex.org/I35429941"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5061276589"],"corresponding_institution_ids":["https://openalex.org/I5795714"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03796593,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1702","last_page":"1703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9975000023841858,"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":0.9975000023841858,"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":0.9890999794006348,"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/T10674","display_name":"School Choice and Performance","score":0.9735000133514404,"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/context","display_name":"Context (archaeology)","score":0.6498922109603882},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5708727240562439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5141230225563049},{"id":"https://openalex.org/keywords/expectancy-theory","display_name":"Expectancy theory","score":0.504440188407898},{"id":"https://openalex.org/keywords/science-education","display_name":"Science education","score":0.49327796697616577},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47440433502197266},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4721793234348297},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.448598712682724},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4283212125301361},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37855690717697144},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.326463520526886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09068027138710022}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6498922109603882},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5708727240562439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5141230225563049},{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.504440188407898},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.49327796697616577},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47440433502197266},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4721793234348297},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.448598712682724},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4283212125301361},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37855690717697144},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.326463520526886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09068027138710022},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3626253.3635525","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3626253.3635525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th ACM Technical Symposium on Computer Science Education V. 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7384834420","display_name":"PostDoctoral Research Fellowship","funder_award_id":"2103392","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8174770438","display_name":null,"funder_award_id":"DUE-2013392","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","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"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W311281359","https://openalex.org/W2130337868","https://openalex.org/W2172258862","https://openalex.org/W2352278412","https://openalex.org/W2984916427","https://openalex.org/W2992529830","https://openalex.org/W3005654280","https://openalex.org/W3031051743","https://openalex.org/W4239132272"],"related_works":["https://openalex.org/W2111846405","https://openalex.org/W4255837520","https://openalex.org/W4391839006","https://openalex.org/W2387011115","https://openalex.org/W2019471304","https://openalex.org/W2369795802","https://openalex.org/W2024738688","https://openalex.org/W2096799645","https://openalex.org/W2985088782","https://openalex.org/W1970363524"],"abstract_inverted_index":{"Attitudes":[0],"play":[1],"an":[2,52,74],"important":[3],"role":[4],"in":[5,21,48,113],"students'":[6],"academic":[7],"achievement":[8],"and":[9,73,96,116],"retention,":[10],"yet":[11],"quality":[12],"tools":[13],"to":[14,65,92,101,111,117],"measure":[15,43,97],"them":[16],"are":[17,36],"not":[18],"readily":[19],"available":[20],"the":[22,31,49],"new":[23],"field":[24],"of":[25,40,51,107],"data":[26,46,71,88,108,124],"science.":[27],"Through":[28],"funding":[29],"from":[30],"National":[32],"Science":[33],"Foundation,":[34],"we":[35],"developing":[37],"a":[38],"family":[39],"instruments":[41,64,120],"that":[42],"attitudes":[44,68],"toward":[45,69],"science":[47,72,89,109,125],"context":[50],"introductory,":[53],"college-level":[54],"course.":[55],"This":[56],"poster":[57],"will":[58,86],"showcase":[59],"preliminary":[60],"results":[61],"discussing":[62],"pilot":[63],"assess":[66],"instructors'":[67],"teaching":[70],"inventory":[75],"which":[76],"captures":[77],"classroom":[78],"characteristics.":[79],"These":[80],"instruments,":[81],"based":[82],"on":[83],"Expectancy-Value":[84],"Theory,":[85],"enable":[87],"education":[90,126],"researchers":[91],"evaluate":[93],"pedagogical":[94],"innovations":[95],"instructional":[98],"effectiveness":[99],"relating":[100],"student":[102],"attitudes.":[103],"We":[104],"invite":[105],"instructors":[106],"courses":[110],"join":[112],"this":[114],"discussion":[115],"use":[118],"these":[119],"for":[121],"their":[122],"own":[123],"research":[127],"projects.":[128]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
