{"id":"https://openalex.org/W4307201623","doi":"https://doi.org/10.1057/s41599-022-01413-z","title":"Evaluation of college admissions: a decision tree guide to provide information for improvement","display_name":"Evaluation of college admissions: a decision tree guide to provide information for improvement","publication_year":2022,"publication_date":"2022-10-25","ids":{"openalex":"https://openalex.org/W4307201623","doi":"https://doi.org/10.1057/s41599-022-01413-z"},"language":"en","primary_location":{"id":"doi:10.1057/s41599-022-01413-z","doi":"https://doi.org/10.1057/s41599-022-01413-z","is_oa":true,"landing_page_url":"https://doi.org/10.1057/s41599-022-01413-z","pdf_url":"https://www.nature.com/articles/s41599-022-01413-z.pdf","source":{"id":"https://openalex.org/S4210206302","display_name":"Humanities and Social Sciences Communications","issn_l":"2055-1045","issn":["2055-1045","2662-9992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319702","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319702","https://openalex.org/P4310319964"],"host_organization_lineage_names":["Palgrave Macmillan","Macmillan Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Humanities and Social Sciences Communications","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41599-022-01413-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067807289","display_name":"Ying-Sing Liu","orcid":"https://orcid.org/0000-0002-3161-2136","observed_orcids":["https://orcid.org/0000-0002-3161-2136"]},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Ying-Sing Liu","raw_affiliation_strings":["College of Humanities & Social Sciences, Chaoyang University of Technology, 168, Jifeng E. Road, Wufeng District, Taichung, 413310, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-3161-2136","affiliations":[{"raw_affiliation_string":"College of Humanities & Social Sciences, Chaoyang University of Technology, 168, Jifeng E. Road, Wufeng District, Taichung, 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015210139","display_name":"Liza Lee","orcid":"https://orcid.org/0000-0002-4710-6123","observed_orcids":["https://orcid.org/0000-0002-4710-6123"]},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Liza Lee","raw_affiliation_strings":["College of Humanities & Social Sciences, Chaoyang University of Technology, 168, Jifeng E. Road, Wufeng District, Taichung, 413310, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Humanities & Social Sciences, Chaoyang University of Technology, 168, Jifeng E. Road, Wufeng District, Taichung, 413310, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067807289"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":{"value":1490,"currency":"USD","value_usd":1490},"apc_paid":{"value":1490,"currency":"USD","value_usd":1490},"fwci":2.1559,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89245591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10267","display_name":"Higher Education Research Studies","score":0.8711000084877014,"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/T10267","display_name":"Higher Education Research Studies","score":0.8711000084877014,"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/T12602","display_name":"Medical Education and Admissions","score":0.035100001841783524,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10674","display_name":"School Choice and Performance","score":0.02280000038444996,"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/university-admission","display_name":"university admission","score":0.9879999756813049},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":0.6589999794960022},{"id":"https://openalex.org/keywords/multiple-intelligences","display_name":"multiple intelligences","score":0.7630000114440918},{"id":"https://openalex.org/keywords/regional-disparities-in-education","display_name":"regional disparities in education","score":0.5009999871253967},{"id":"https://openalex.org/keywords/metropolitan-schools","display_name":"metropolitan schools","score":0.5720000267028809},{"id":"https://openalex.org/keywords/rural-schools","display_name":"rural schools","score":0.46299999952316284},{"id":"https://openalex.org/keywords/educational-equity","display_name":"educational equity","score":0.4390000104904175},{"id":"https://openalex.org/keywords/taiwanese-higher-education","display_name":"Taiwan higher education","score":0.6190000176429749}],"concepts":[{"id":"https://openalex.org/C158739034","wikidata":"https://www.wikidata.org/wiki/Q1907114","display_name":"Metropolitan area","level":2,"score":0.8599157333374023},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.7647792100906372},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.5032684206962585},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48199883103370667},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44865673780441284},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36908119916915894},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22687530517578125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.18612957000732422},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1057/s41599-022-01413-z","doi":"https://doi.org/10.1057/s41599-022-01413-z","is_oa":true,"landing_page_url":"https://doi.org/10.1057/s41599-022-01413-z","pdf_url":"https://www.nature.com/articles/s41599-022-01413-z.pdf","source":{"id":"https://openalex.org/S4210206302","display_name":"Humanities and Social Sciences Communications","issn_l":"2055-1045","issn":["2055-1045","2662-9992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319702","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319702","https://openalex.org/P4310319964"],"host_organization_lineage_names":["Palgrave Macmillan","Macmillan Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Humanities and Social Sciences Communications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:pal:palcom:v:9:y:2022:i:1:d:10.1057_s41599-022-01413-z","doi":null,"is_oa":false,"landing_page_url":"http://link.springer.com/10.1057/s41599-022-01413-z","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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"},{"id":"pmh:oai:doaj.org/article:ba16a0b077b848258a4954681c0d9170","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ba16a0b077b848258a4954681c0d9170","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":"Humanities & Social Sciences Communications, Vol 9, Iss 1, Pp 1-12 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1057/s41599-022-01413-z","doi":"https://doi.org/10.1057/s41599-022-01413-z","is_oa":true,"landing_page_url":"https://doi.org/10.1057/s41599-022-01413-z","pdf_url":"https://www.nature.com/articles/s41599-022-01413-z.pdf","source":{"id":"https://openalex.org/S4210206302","display_name":"Humanities and Social Sciences Communications","issn_l":"2055-1045","issn":["2055-1045","2662-9992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319702","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319702","https://openalex.org/P4310319964"],"host_organization_lineage_names":["Palgrave Macmillan","Macmillan Publishers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Humanities and Social Sciences Communications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729},{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.5676000118255615}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4307201623.pdf","grobid_xml":"https://content.openalex.org/works/W4307201623.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1955600018","https://openalex.org/W1984812902","https://openalex.org/W2024830019","https://openalex.org/W2025340037","https://openalex.org/W2058543300","https://openalex.org/W2059065835","https://openalex.org/W2065641133","https://openalex.org/W2068141066","https://openalex.org/W2082462244","https://openalex.org/W2084866580","https://openalex.org/W2096241835","https://openalex.org/W2151314872","https://openalex.org/W2479522334","https://openalex.org/W2605961645","https://openalex.org/W2617300785","https://openalex.org/W2767835137","https://openalex.org/W2789389039","https://openalex.org/W2899861016","https://openalex.org/W2963786595","https://openalex.org/W2980876548","https://openalex.org/W2993692968","https://openalex.org/W3005006660","https://openalex.org/W3008120208","https://openalex.org/W3012403260","https://openalex.org/W3038037144","https://openalex.org/W3128309772","https://openalex.org/W4206702523","https://openalex.org/W4292487034"],"related_works":["https://openalex.org/W2487448379","https://openalex.org/W3121056847","https://openalex.org/W2947190987","https://openalex.org/W4415153022","https://openalex.org/W1537096459","https://openalex.org/W2779156804","https://openalex.org/W2018558943","https://openalex.org/W330117966","https://openalex.org/W2348794689","https://openalex.org/W319082451"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2],"uses":[3],"decision":[4],"trees":[5],"to":[6,17,116],"analyze":[7],"the":[8,19,36,39,92,101,108],"admissions":[9,28,47],"and":[10,34,67,106],"enrollment":[11,79,104],"of":[12,38,42,84,94,103],"Taiwan\u2019s":[13],"5-year":[14],"junior":[15],"colleges":[16,68],"explore":[18],"reasons":[20],"that":[21,90,112],"students":[22],"might":[23],"fail":[24],"in":[25,52,55,69,77,96],"an":[26,59,81],"exam-free":[27],"process,":[29],"propose":[30],"methods":[31],"for":[32,61],"improvement,":[33],"view":[35],"implementation":[37],"pedagogical":[40],"theory":[41],"multiple":[43,65],"intelligences.":[44],"The":[45],"college":[46],"system":[48],"may":[49,72],"produce":[50],"confusion":[51],"Taiwan.":[53],"Schools":[54],"metropolitan":[56,97],"areas":[57,98],"retain":[58],"advantage":[60],"screening":[62],"talent":[63],"across":[64],"abilities,":[66],"agricultural":[70],"counties":[71],"unintentionally":[73],"marginalize":[74],"people,":[75],"resulting":[76],"insufficient":[78],"or":[80],"inverse":[82],"selection":[83],"talent.":[85],"It":[86],"has":[87],"been":[88],"suggested":[89],"increasing":[91],"number":[93],"schools":[95],"will":[99],"reduce":[100],"rates":[102],"failure":[105],"improve":[107],"compulsory":[109],"education":[110],"environment":[111],"many":[113],"are":[114],"forced":[115],"attend.":[117]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2022-10-30T00:00:00"}