{"id":"https://openalex.org/W4391893574","doi":"https://doi.org/10.3389/feduc.2024.1285809","title":"Investigating the individual interests of undergraduate students in STEM disciplines","display_name":"Investigating the individual interests of undergraduate students in STEM disciplines","publication_year":2024,"publication_date":"2024-02-16","ids":{"openalex":"https://openalex.org/W4391893574","doi":"https://doi.org/10.3389/feduc.2024.1285809"},"language":"en","primary_location":{"id":"doi:10.3389/feduc.2024.1285809","doi":"https://doi.org/10.3389/feduc.2024.1285809","is_oa":true,"landing_page_url":"https://doi.org/10.3389/feduc.2024.1285809","pdf_url":null,"source":{"id":"https://openalex.org/S2596526815","display_name":"Frontiers in Education","issn_l":"2504-284X","issn":["2504-284X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Education","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3389/feduc.2024.1285809","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028254190","display_name":"Mohammad Ammar","orcid":"https://orcid.org/0000-0002-5733-2378","observed_orcids":["https://orcid.org/0000-0002-5733-2378"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohammad Ammar","raw_affiliation_strings":["Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019610199","display_name":"Nitha Siby","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nitha Siby","raw_affiliation_strings":["Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113121057","display_name":"Sara Khalili","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Sara Khalili","raw_affiliation_strings":["Department of Mathematics, Statistics and Physics, College of Arts and Sciences, Qatar University, Doha, Qatar","Department of Mathematics, Statistics and Physics, College of Arts and Sciences, Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Statistics and Physics, College of Arts and Sciences, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Department of Mathematics, Statistics and Physics, College of Arts and Sciences, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102618496","display_name":"Alshayma N. Al-Thani","orcid":"https://orcid.org/0000-0002-2240-4394","observed_orcids":["https://orcid.org/0000-0002-2240-4394"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Alshayma N. Al-Thani","raw_affiliation_strings":["Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Doha, Qatar","Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Department of Biological and Environmental Sciences, College of Arts and Sciences, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086403050","display_name":"Abdellatif Sellami","orcid":"https://orcid.org/0000-0002-0357-8217","observed_orcids":["https://orcid.org/0000-0002-0357-8217"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Abdellatif Sellami","raw_affiliation_strings":["College of Education, Qatar University, Doha, Qatar","College of Education, Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Education, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"College of Education, Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010066303","display_name":"Farid Touati","orcid":"https://orcid.org/0000-0001-9495-2157","observed_orcids":["https://orcid.org/0000-0001-9495-2157"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Farid Touati","raw_affiliation_strings":["Department of Electrical Engineering (DEE), Qatar University, Doha, Qatar","Department of Electrical Engineering (DEE), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering (DEE), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Department of Electrical Engineering (DEE), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047808305","display_name":"Jolly Bhadra","orcid":"https://orcid.org/0000-0002-1350-6153","observed_orcids":["https://orcid.org/0000-0002-1350-6153"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Jolly Bhadra","raw_affiliation_strings":["Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083624577","display_name":"Noora Jabor Al-Thani","orcid":"https://orcid.org/0000-0003-3830-5590","observed_orcids":["https://orcid.org/0000-0003-3830-5590"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Noora J. Al-Thani","raw_affiliation_strings":["Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081205940","display_name":"Zubair Ahmad","orcid":"https://orcid.org/0000-0002-6606-2269","observed_orcids":["https://orcid.org/0000-0002-6606-2269"]},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Zubair Ahmad","raw_affiliation_strings":["Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"Qatar University Young Scientists Center (QUYSC), Qatar University, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081205940"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":{"value":1285,"currency":"USD","value_usd":1285},"apc_paid":{"value":1285,"currency":"USD","value_usd":1285},"fwci":3.2218,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93003467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"9","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10726","display_name":"Career Development and Diversity","score":0.6327999830245972,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10726","display_name":"Career Development and Diversity","score":0.6327999830245972,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10267","display_name":"Higher Education Research Studies","score":0.24940000474452972,"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/T13929","display_name":"Educational Outcomes and Influences","score":0.07370000332593918,"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/stem-interest","display_name":"STEM interest","score":0.6850000023841858},{"id":"https://openalex.org/keywords/undergraduate-students","display_name":"undergraduate students","score":0.9660000205039978},{"id":"https://openalex.org/keywords/student-retention","display_name":"student retention","score":0.7820000052452087},{"id":"https://openalex.org/keywords/stem-persistence","display_name":"STEM persistence","score":0.7860000133514404},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.7979999780654907},{"id":"https://openalex.org/keywords/faculty-student-interaction","display_name":"faculty-student interaction","score":0.9449999928474426},{"id":"https://openalex.org/keywords/class-skipping","display_name":"class skipping","score":0.6650000214576721},{"id":"https://openalex.org/keywords/curriculum-difficulty","display_name":"curriculum difficulty","score":0.9290000200271606},{"id":"https://openalex.org/keywords/parental-education","display_name":"parental education","score":0.8600000143051147},{"id":"https://openalex.org/keywords/qatar","display_name":"Qatar","score":0.3059999942779541}],"concepts":[{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4887540340423584},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4762071371078491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4226286709308624},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.38511696457862854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.329165518283844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3261953592300415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3163532018661499}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3389/feduc.2024.1285809","doi":"https://doi.org/10.3389/feduc.2024.1285809","is_oa":true,"landing_page_url":"https://doi.org/10.3389/feduc.2024.1285809","pdf_url":null,"source":{"id":"https://openalex.org/S2596526815","display_name":"Frontiers in Education","issn_l":"2504-284X","issn":["2504-284X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Education","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2894cdb5127c4a8ea7c213187a45281a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/2894cdb5127c4a8ea7c213187a45281a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Education, Vol 9 (2024)","raw_type":"article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/56554","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/56554","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3389/feduc.2024.1285809","doi":"https://doi.org/10.3389/feduc.2024.1285809","is_oa":true,"landing_page_url":"https://doi.org/10.3389/feduc.2024.1285809","pdf_url":null,"source":{"id":"https://openalex.org/S2596526815","display_name":"Frontiers in Education","issn_l":"2504-284X","issn":["2504-284X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Education","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9235000014305115,"display_name":"Quality education"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322472","display_name":"Qatar University","ror":"https://ror.org/00yhnba62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W31611434","https://openalex.org/W33800548","https://openalex.org/W41574525","https://openalex.org/W129344463","https://openalex.org/W187388210","https://openalex.org/W187602455","https://openalex.org/W377295446","https://openalex.org/W571686933","https://openalex.org/W1051985508","https://openalex.org/W1484261470","https://openalex.org/W1535597403","https://openalex.org/W1564166382","https://openalex.org/W1639300768","https://openalex.org/W1798054672","https://openalex.org/W1857170875","https://openalex.org/W1894965340","https://openalex.org/W1929631056","https://openalex.org/W1964560776","https://openalex.org/W1971294185","https://openalex.org/W1975728601","https://openalex.org/W1980754674","https://openalex.org/W1985047833","https://openalex.org/W1992069980","https://openalex.org/W2001597962","https://openalex.org/W2002022377","https://openalex.org/W2004147962","https://openalex.org/W2006583081","https://openalex.org/W2007735734","https://openalex.org/W2016243644","https://openalex.org/W2018825028","https://openalex.org/W2032440215","https://openalex.org/W2035636774","https://openalex.org/W2056250763","https://openalex.org/W2057673348","https://openalex.org/W2057881298","https://openalex.org/W2059669144","https://openalex.org/W2065048560","https://openalex.org/W2095121463","https://openalex.org/W2123162799","https://openalex.org/W2123323895","https://openalex.org/W2126559182","https://openalex.org/W2134049139","https://openalex.org/W2135818248","https://openalex.org/W2183877827","https://openalex.org/W2261169469","https://openalex.org/W2268159370","https://openalex.org/W2314938530","https://openalex.org/W2370747485","https://openalex.org/W2466855596","https://openalex.org/W2487845592","https://openalex.org/W2593143273","https://openalex.org/W2620807345","https://openalex.org/W2623441591","https://openalex.org/W2743246357","https://openalex.org/W2754523030","https://openalex.org/W2756979807","https://openalex.org/W2761235352","https://openalex.org/W2825732881","https://openalex.org/W2888878677","https://openalex.org/W2901810917","https://openalex.org/W2905626471","https://openalex.org/W2915429207","https://openalex.org/W2953544351","https://openalex.org/W2981617304","https://openalex.org/W3006018007","https://openalex.org/W3022897936","https://openalex.org/W3032136427","https://openalex.org/W3094030716","https://openalex.org/W3136009732","https://openalex.org/W3155065045","https://openalex.org/W3209433207","https://openalex.org/W3209640086","https://openalex.org/W3213241177","https://openalex.org/W4213247476","https://openalex.org/W4224124155","https://openalex.org/W4234304046","https://openalex.org/W4283731318","https://openalex.org/W4283765029","https://openalex.org/W4298052160","https://openalex.org/W4309301670","https://openalex.org/W4309604540","https://openalex.org/W4321487148","https://openalex.org/W4367624881","https://openalex.org/W4381740319","https://openalex.org/W4387781007","https://openalex.org/W4387781328","https://openalex.org/W4389039701","https://openalex.org/W7010439937"],"related_works":["https://openalex.org/W2756979807","https://openalex.org/W4400096690","https://openalex.org/W4382317338","https://openalex.org/W4362558583","https://openalex.org/W4321487148","https://openalex.org/W4401051576","https://openalex.org/W7223045777","https://openalex.org/W7123402583","https://openalex.org/W3131638190","https://openalex.org/W2538643461"],"abstract_inverted_index":{"Despite":[0],"massive":[1],"investments":[2],"in":[3,10,19,47,82,129,173,200],"the":[4,28,33,42,57,66,75,97,121,126,130],"education":[5],"sector":[6],"to":[7,16,37,64,72,94,114,170,186,190],"empower":[8],"youth":[9],"Qatar,":[11],"a":[12,39,51,61],"vital":[13,52],"concern":[14],"remains":[15,50],"retain":[17],"students":[18,71],"science,":[20],"technology,":[21],"engineering,":[22],"and":[23,88,100,132,162,184],"mathematics":[24],"(STEM)":[25],"disciplines":[26,49],"at":[27],"undergraduate":[29,70,155,157,192],"level.":[30],"Even":[31],"though":[32],"country":[34],"is":[35],"committed":[36],"fostering":[38],"knowledge-based":[40],"society,":[41],"low":[43],"interest":[44],"of":[45,68,123],"undergraduates":[46],"STEM":[48,83],"challenge.":[53],"To":[54],"investigate":[55,65],"this,":[56],"current":[58],"study":[59],"uses":[60],"survey":[62],"methodology":[63],"perspectives":[67],"172":[69],"understand":[73],"quantitatively":[74,95],"factors":[76,99],"that":[77,102,109,148],"influence":[78],"their":[79,117,133,198],"individual":[80,105,142,175,194],"interests":[81],"disciplines.":[84],"Non-parametric":[85],"significance":[86],"tests":[87],"binary":[89],"logistic":[90],"regressions":[91],"were":[92],"employed":[93],"measure":[96],"direct":[98],"predictors":[101],"affect":[103],"students\u2019":[104,112,174,193],"interests.":[106,143,176],"Findings":[107],"indicated":[108],"aspects":[110],"like":[111],"reason/motivation":[113],"join":[115],"STEM,":[116],"interaction":[118],"with":[119,141],"faculty,":[120],"habit":[122],"skipping":[124],"classes,":[125],"difficulty":[127],"faced":[128],"curriculum,":[131],"parents\u2019":[134],"highest":[135,164],"educational":[136,165],"qualification":[137,166],"have":[138],"an":[139],"association":[140],"Also,":[144],"it":[145],"was":[146],"found":[147],"demographics":[149],"such":[150],"as":[151],"age":[152],"group,":[153],"ethnicity,":[154],"discipline,":[156],"year,":[158],"parent\u2019s":[159],"employment":[160],"status,":[161],"mother\u2019s":[163],"do":[167],"not":[168],"contribute":[169],"significant":[171],"differences":[172],"These":[177],"conclusions":[178],"provide":[179],"important":[180],"implications":[181],"for":[182],"educationists":[183],"policymakers":[185],"devise":[187],"constructive":[188],"reforms":[189],"enhance":[191],"interests,":[195],"thereby":[196],"improving":[197],"persistence":[199],"STEM.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-02-17T00:00:00"}