{"id":"https://openalex.org/W4407572063","doi":"https://doi.org/10.52041/iase2023.406","title":"Masdering attitude research in statistics and data science education: Instruments for measuring students, instructors, and the learning environment","display_name":"Masdering attitude research in statistics and data science education: Instruments for measuring students, instructors, and the learning environment","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4407572063","doi":"https://doi.org/10.52041/iase2023.406"},"language":"en","primary_location":{"id":"doi:10.52041/iase2023.406","doi":"https://doi.org/10.52041/iase2023.406","is_oa":true,"landing_page_url":"https://doi.org/10.52041/iase2023.406","pdf_url":"https://iase-pub.org/conference_proceedings/IASECP/article/download/250/243","source":{"id":"https://openalex.org/S7407105297","display_name":"IASE Roundtable Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IASE 2023 Roundtable Conference - Fostering Learning of Statistics and Data Science","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://iase-pub.org/conference_proceedings/IASECP/article/download/250/243","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086464337","display_name":"Douglas Whitaker","orcid":"https://orcid.org/0000-0002-6895-7437","observed_orcids":["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":["Mount Saint Vincent University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mount Saint Vincent University","institution_ids":["https://openalex.org/I179301192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021756847","display_name":"Alana Unfried","orcid":"https://orcid.org/0000-0003-1163-9195","observed_orcids":["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"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California State University, Monterey Bay","institution_ids":["https://openalex.org/I135369504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089316140","display_name":"Leyla Batakci","orcid":"https://orcid.org/0009-0004-4272-6448","observed_orcids":["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":["Elizabethtown College"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Elizabethtown College","institution_ids":["https://openalex.org/I35429941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065797488","display_name":"Marjorie Bond","orcid":"https://orcid.org/0009-0001-1948-7854","observed_orcids":["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":["Pennsylvania State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061276589","display_name":"April Kerby-Helm","orcid":"https://orcid.org/0009-0009-5386-0489","observed_orcids":["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":false,"raw_author_name":"April Kerby-Helm","raw_affiliation_strings":["Winona State University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Winona State University","institution_ids":["https://openalex.org/I5795714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077911466","display_name":"Michael A. Posner","orcid":"https://orcid.org/0009-0002-9990-559X","observed_orcids":["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":["Villanova University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Villanova University","institution_ids":["https://openalex.org/I7863295"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":1.0,"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":1.0,"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/T10533","display_name":"Teaching and Learning Programming","score":0.0,"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/T10561","display_name":"Educational Research and Methods","score":0.0,"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/student-attitudes","display_name":"student attitudes","score":0.6320000290870667},{"id":"https://openalex.org/keywords/statistics-education","display_name":"statistics education","score":0.859000027179718},{"id":"https://openalex.org/keywords/data-science-education","display_name":"data science education","score":1.0},{"id":"https://openalex.org/keywords/affective-learning-outcomes","display_name":"affective learning outcomes","score":0.7059999704360962},{"id":"https://openalex.org/keywords/instrument-development","display_name":"instrument development","score":0.6669999957084656},{"id":"https://openalex.org/keywords/teacher-characteristics","display_name":"teacher characteristics","score":0.6179999709129333},{"id":"https://openalex.org/keywords/learning-environment","display_name":"learning environment","score":0.9950000047683716},{"id":"https://openalex.org/keywords/barriers-to-student-success","display_name":"barriers to student success","score":0.753000020980835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5618189573287964},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5606950521469116},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4044022560119629},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32127845287323}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.52041/iase2023.406","doi":"https://doi.org/10.52041/iase2023.406","is_oa":true,"landing_page_url":"https://doi.org/10.52041/iase2023.406","pdf_url":"https://iase-pub.org/conference_proceedings/IASECP/article/download/250/243","source":{"id":"https://openalex.org/S7407105297","display_name":"IASE Roundtable Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IASE 2023 Roundtable Conference - Fostering Learning of Statistics and Data Science","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.52041/iase2023.406","doi":"https://doi.org/10.52041/iase2023.406","is_oa":true,"landing_page_url":"https://doi.org/10.52041/iase2023.406","pdf_url":"https://iase-pub.org/conference_proceedings/IASECP/article/download/250/243","source":{"id":"https://openalex.org/S7407105297","display_name":"IASE Roundtable Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IASE 2023 Roundtable Conference - Fostering Learning of Statistics and Data Science","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.9901999831199646}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407572063.pdf","grobid_xml":"https://content.openalex.org/works/W4407572063.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W1997968874","https://openalex.org/W2019029468","https://openalex.org/W2955669146","https://openalex.org/W2974315121"],"related_works":["https://openalex.org/W4307302859","https://openalex.org/W4293097918","https://openalex.org/W4392858433","https://openalex.org/W4307302852","https://openalex.org/W3045028965","https://openalex.org/W6962847746","https://openalex.org/W2967894460","https://openalex.org/W4416946509","https://openalex.org/W2780113754","https://openalex.org/W1537671349"],"abstract_inverted_index":{"Research":[0,109],"about":[1,20,39,51],"students\u2019":[2,40],"affective":[3],"outcomes":[4],"(such":[5],"as":[6],"attitudes)":[7],"in":[8,84,103,138],"statistics":[9,46,85],"courses":[10,76],"has":[11,112],"proliferated":[12],"over":[13],"the":[14,21,26,64,96,100,123,139,147],"past":[15],"three":[16],"decades,":[17],"but":[18],"questions":[19],"impact":[22],"of":[23,63,73,125],"instructors":[24],"and":[25,53,75,86,105],"learning":[27],"environment":[28],"on":[29],"student":[30,82],"attitudes":[31,41],"remain":[32],"open.":[33],"In":[34,44],"data":[35,87,136],"science":[36],"education,":[37],"research":[38],"is":[42],"nascent.":[43],"many":[45],"education":[47],"studies,":[48],"developing":[49,60],"items":[50,115],"individual":[52,117],"course":[54],"characteristics":[55,72,118],"receives":[56],"less":[57,89],"attention":[58],"than":[59],"other":[61],"aspects":[62],"study.":[65],"Without":[66],"a":[67,134],"reliable":[68],"way":[69],"to":[70,81,119],"measure":[71],"individuals":[74],"we":[77],"cannot":[78],"identify":[79],"barriers":[80],"success":[83],"science\u2013much":[88],"dismantle":[90],"those":[91],"barriers.":[92],"This":[93],"paper":[94],"describes":[95],"development":[97],"process":[98],"that":[99],"Motivational":[101],"Attitudes":[102],"Statistics":[104],"Data":[106],"Science":[107],"Education":[108],"(MASDER)":[110],"team":[111],"used":[113,121],"for":[114],"measuring":[116],"be":[120,144],"across":[122],"family":[124],"instruments.":[126],"Further":[127],"work":[128],"\u2013":[129,142],"including":[130],"some":[131],"results":[132],"from":[133],"large":[135],"collection":[137],"United":[140],"States":[141],"will":[143],"presented":[145],"at":[146],"conference.":[148]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-02-15T00:00:00"}