{"id":"https://openalex.org/W4410987493","doi":"https://doi.org/10.1109/educon62633.2025.11016429","title":"Intersectional Predictors of Early Mathematics Identity Among Underrepresented Engineering-interested Students","display_name":"Intersectional Predictors of Early Mathematics Identity Among Underrepresented Engineering-interested Students","publication_year":2025,"publication_date":"2025-04-22","ids":{"openalex":"https://openalex.org/W4410987493","doi":"https://doi.org/10.1109/educon62633.2025.11016429"},"language":"en","primary_location":{"id":"doi:10.1109/educon62633.2025.11016429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","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/A5063741212","display_name":"Douglas D. Havard","orcid":"https://orcid.org/0000-0001-5879-7559"},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Douglas D. Havard","raw_affiliation_strings":["Chapman University,Attallah College of Educational Studies, Fowler School of Engineering,Orange,CA,USA"],"affiliations":[{"raw_affiliation_string":"Chapman University,Attallah College of Educational Studies, Fowler School of Engineering,Orange,CA,USA","institution_ids":["https://openalex.org/I185071736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5117813187","display_name":"Adriana Quir\u00f3s-Arauz","orcid":null},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adriana Quir\u00f3s-Arauz","raw_affiliation_strings":["Chapman University,Attallah College of Educational Studies,Orange,CA,USA"],"affiliations":[{"raw_affiliation_string":"Chapman University,Attallah College of Educational Studies,Orange,CA,USA","institution_ids":["https://openalex.org/I185071736"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063741212"],"corresponding_institution_ids":["https://openalex.org/I185071736"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14464676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9912999868392944,"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"}},"topics":[{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.9912999868392944,"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"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.9549000263214111,"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"}},{"id":"https://openalex.org/T14079","display_name":"Mathematics Education and Programs","score":0.9531999826431274,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underrepresented-minority","display_name":"Underrepresented Minority","score":0.6524120569229126},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.6503301858901978},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5551224946975708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43997126817703247},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.4262838065624237},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38004595041275024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1799895465373993},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.13368743658065796},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.11511102318763733},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0823589563369751}],"concepts":[{"id":"https://openalex.org/C2910734998","wikidata":"https://www.wikidata.org/wiki/Q25305118","display_name":"Underrepresented Minority","level":2,"score":0.6524120569229126},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.6503301858901978},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5551224946975708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43997126817703247},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.4262838065624237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38004595041275024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1799895465373993},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.13368743658065796},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.11511102318763733},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0823589563369751},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/educon62633.2025.11016429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon62633.2025.11016429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.chapman.edu:education_articles-1412","is_oa":false,"landing_page_url":"https://digitalcommons.chapman.edu/education_articles/412","pdf_url":null,"source":{"id":"https://openalex.org/S4377196324","display_name":"Chapman University Digital Commons (Chapman University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I185071736","host_organization_name":"Chapman University","host_organization_lineage":["https://openalex.org/I185071736"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Education Faculty Articles and Research","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1579483108","https://openalex.org/W1917866807","https://openalex.org/W2045798253","https://openalex.org/W2050140845","https://openalex.org/W2053274648","https://openalex.org/W2064683137","https://openalex.org/W2128718352","https://openalex.org/W2170520721","https://openalex.org/W2262104057","https://openalex.org/W2468912308","https://openalex.org/W2504335139","https://openalex.org/W2515340512","https://openalex.org/W2596147993","https://openalex.org/W2795240625","https://openalex.org/W2911914720","https://openalex.org/W2914351682","https://openalex.org/W2935667007","https://openalex.org/W2944155562","https://openalex.org/W2947401625","https://openalex.org/W2947528803","https://openalex.org/W2976245859","https://openalex.org/W2978601526","https://openalex.org/W2985845451","https://openalex.org/W3014763869","https://openalex.org/W3149400292","https://openalex.org/W3203920764","https://openalex.org/W4213251304","https://openalex.org/W4239309276","https://openalex.org/W4242715939","https://openalex.org/W4308418700","https://openalex.org/W4311870400","https://openalex.org/W4386580264","https://openalex.org/W4392348735","https://openalex.org/W4401581635","https://openalex.org/W6611131700","https://openalex.org/W6681418102","https://openalex.org/W6732120052","https://openalex.org/W6770408222","https://openalex.org/W6779624952"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W3192622788","https://openalex.org/W4391614967","https://openalex.org/W4391786632","https://openalex.org/W2187878189"],"abstract_inverted_index":{"This":[0],"study":[1,51],"examines":[2],"the":[3,42,62,111,116,176],"intersectional":[4],"factors":[5],"influencing":[6],"early":[7,34,184],"mathematics":[8,106,119,185],"identity":[9,22,92,120,159,186],"development":[10],"among":[11,170],"underrepresented":[12,197],"secondary":[13],"students":[14,198],"(grades":[15],"9-10)":[16],"with":[17],"aspirations":[18],"in":[19,30,41,46,118,142,182,199],"engineering.":[20],"Mathematics":[21],"is":[23],"a":[24,77,127,135,143,150,189],"well-established":[25],"predictor":[26,153],"of":[27,57,69,88,115,129,156,179,196,213],"long-term":[28],"persistence":[29],"engineering,":[31],"making":[32],"its":[33],"formation":[35],"critical":[36,177],"to":[37,219],"understanding":[38],"student":[39],"retention":[40],"engineering":[43,200,222],"pipeline.":[44],"Grounded":[45],"Bronfenbrenner's":[47],"bioecological":[48],"framework,":[49],"this":[50],"situates":[52],"learning":[53],"within":[54],"nested":[55],"layers":[56],"influence.":[58],"Using":[59],"data":[60],"form":[61],"nationally":[63],"representative":[64],"High":[65],"School":[66],"Longitudinal":[67],"Study":[68],"2009":[70],"(HSLS:09),":[71],"which":[72],"includes":[73],"over":[74],"23,000":[75],"9th-graders,":[76],"hierarchical":[78],"multiple":[79],"regression":[80],"analysis":[81,85],"was":[82],"conducted.":[83],"The":[84],"examined":[86],"intersections":[87],"race":[89],"and":[90,100,140,162,187,206,215],"gender":[91],"across":[93],"16":[94],"variables":[95],"spanning":[96],"individual,":[97],"micro-,":[98],"meso-,":[99],"exosystem":[101],"factors,":[102],"controlling":[103],"for":[104,193,203],"8th-grade":[105],"scores.":[107],"Results":[108],"revealed":[109],"that":[110],"model":[112],"explained":[113],"58.8%":[114],"variance":[117],"(<tex":[121],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[122,168],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$F[24],":[123],"[176]=121.11,":[124],"\\mathrm{p}&lt;.001$</tex>).":[125],"Developing":[126],"community":[128],"practice":[130,214],"-":[131,147],"characterized":[132],"by":[133],"having":[134],"math":[136,145,158,164],"or":[137],"science":[138],"mentor":[139],"participating":[141],"school":[144],"club":[146],"emerged":[148],"as":[149],"key":[151],"mesosystemic":[152,180],"(beta=.371,":[154],"p=.004)":[155],"9th-grade":[157],"(beta=.367,":[160],"p\u00c1.001)":[161],"current":[163],"interest":[165],"(beta=.377,":[166],"<tex":[167],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathrm{p}&lt;.001$</tex>)":[169],"engineering-aspiring":[171],"students.":[172],"These":[173],"findings":[174],"highlight":[175],"role":[178],"support":[181,217],"fostering":[183,210],"provide":[188],"robust":[190],"predictive":[191],"framework":[192],"broadening":[194],"participation":[195],"pathways.":[201],"Implications":[202],"educators,":[204],"policymakers,":[205],"curriculum":[207],"designers":[208],"include":[209],"inclusive":[211],"communities":[212],"enhancing":[216],"systems":[218],"promote":[220],"equitable":[221],"opportunities.":[223]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}