{"id":"https://openalex.org/W4310358052","doi":"https://doi.org/10.1109/fie56618.2022.9962669","title":"Broadening participation of biology students in computing: a mixed methods study among bioinformatics students","display_name":"Broadening participation of biology students in computing: a mixed methods study among bioinformatics students","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4310358052","doi":"https://doi.org/10.1109/fie56618.2022.9962669"},"language":"en","primary_location":{"id":"doi:10.1109/fie56618.2022.9962669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962669","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE Frontiers in Education Conference (FIE)","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/A5004515516","display_name":"Thom Kunkeler","orcid":"https://orcid.org/0000-0001-6640-1016"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Thom Kunkeler","raw_affiliation_strings":["Uppsala University,Department of Information Technology,Uppsala,Sweden"],"affiliations":[{"raw_affiliation_string":"Uppsala University,Department of Information Technology,Uppsala,Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026368178","display_name":"Aletta Nyl\u00e9n","orcid":"https://orcid.org/0000-0003-0513-9338"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Aletta Nylen","raw_affiliation_strings":["Uppsala University,Department of Information Technology,Uppsala,Sweden"],"affiliations":[{"raw_affiliation_string":"Uppsala University,Department of Information Technology,Uppsala,Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004515516"],"corresponding_institution_ids":["https://openalex.org/I123387679"],"apc_list":null,"apc_paid":null,"fwci":0.4409,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60126582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"409","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10878","display_name":"CRISPR and Genetic Engineering","score":0.9114999771118164,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9041000008583069,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thematic-analysis","display_name":"Thematic analysis","score":0.6644561290740967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5580071210861206},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5476384162902832},{"id":"https://openalex.org/keywords/descriptive-statistics","display_name":"Descriptive statistics","score":0.48223909735679626},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43118417263031006},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4198254346847534},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3395760655403137},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33650097250938416},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22753089666366577},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16401410102844238},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16175448894500732},{"id":"https://openalex.org/keywords/qualitative-research","display_name":"Qualitative research","score":0.13819849491119385},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.10849535465240479},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09880509972572327}],"concepts":[{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.6644561290740967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5580071210861206},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5476384162902832},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.48223909735679626},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43118417263031006},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4198254346847534},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3395760655403137},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33650097250938416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22753089666366577},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16401410102844238},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16175448894500732},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.13819849491119385},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.10849535465240479},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09880509972572327},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie56618.2022.9962669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962669","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"2022 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W65563813","https://openalex.org/W194153513","https://openalex.org/W1508411580","https://openalex.org/W1587891615","https://openalex.org/W1893938325","https://openalex.org/W1971403296","https://openalex.org/W1979196954","https://openalex.org/W1988037647","https://openalex.org/W1992595091","https://openalex.org/W2075068409","https://openalex.org/W2098571599","https://openalex.org/W2101588822","https://openalex.org/W2109070118","https://openalex.org/W2120129874","https://openalex.org/W2127230663","https://openalex.org/W2152781090","https://openalex.org/W2168909179","https://openalex.org/W2588337006","https://openalex.org/W2607382887","https://openalex.org/W2742478344","https://openalex.org/W2885079199","https://openalex.org/W2895406633","https://openalex.org/W2917746498","https://openalex.org/W3011385448","https://openalex.org/W3095082417","https://openalex.org/W3176856160","https://openalex.org/W3215013078","https://openalex.org/W6607931600"],"related_works":["https://openalex.org/W2896391874","https://openalex.org/W4376141652","https://openalex.org/W4309301591","https://openalex.org/W1994256903","https://openalex.org/W2587373007","https://openalex.org/W2349090589","https://openalex.org/W4387009549","https://openalex.org/W2543111241","https://openalex.org/W656604729","https://openalex.org/W3196787553"],"abstract_inverted_index":{"Despite":[0],"the":[1,7,44,63,82,145],"rapid":[2],"evolution":[3],"of":[4,12,28,65,70,86,128,152,162,176],"bioinformatics":[5,39,74],"over":[6],"past":[8],"decades,":[9],"a":[10,16,53,77,91,132],"lack":[11],"computing":[13,54,83,129,158,170],"skills":[14,136],"and":[15,40,42,96,114,131,137,148,154,182],"widening":[17],"skill":[18],"gap":[19,133],"among":[20],"biologists":[21,34],"can":[22,142],"be":[23],"observed.":[24],"It":[25],"is":[26,165],"therefore":[27],"increasing":[29],"importance":[30],"to":[31,90,119,166,186],"understand":[32],"why":[33,177],"are":[35,46,104],"motivated":[36],"in":[37,81,157,169],"studying":[38],"computing,":[41,120,181],"what":[43,183],"challenges":[45],"that":[47],"they":[48,121,184],"face.":[49],"To":[50],"this":[51],"end,":[52],"capital":[55,84,153],"mixed":[56],"methodology":[57],"has":[58],"been":[59],"developed,":[60],"inspired":[61],"by":[62,106,172],"concept":[64],"science":[66],"capital.":[67],"A":[68],"total":[69],"13":[71],"master\u2019s":[72],"level":[73],"students":[75,103],"with":[76,180,188],"biology":[78,102],"background":[79],"participated":[80],"survey,":[85],"which":[87],"10":[88],"agreed":[89],"follow-up":[92],"interview.":[93],"Descriptive":[94],"statistics":[95],"thematic":[97],"analysis":[98],"suggest":[99],"that,":[100],"while":[101],"driven":[105],"career":[107],"opportunities,":[108],"as":[109,111,125],"well":[110],"positive":[112],"beliefs":[113],"values":[115],"when":[116],"it":[117],"comes":[118],"perceive":[122],"barriers":[123],"such":[124,163],"low":[126],"levels":[127],"confidence,":[130],"between":[134],"their":[135,155],"future":[138],"careers.":[139],"Future":[140],"research":[141],"build":[143],"onto":[144],"developed":[146],"methodology,":[147],"explore":[149],"other":[150],"aspects":[151],"role":[156],"education.":[159],"The":[160],"aim":[161],"efforts":[164],"broaden":[167],"participation":[168],"education":[171],"developing":[173],"an":[174],"understanding":[175],"people":[178],"engage":[179],"aspire":[185],"do":[187],"it.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
