{"id":"https://openalex.org/W1997982010","doi":"https://doi.org/10.3934/jimo.2011.7.947","title":"A new dynamic geometric approach for empirical analysis of financial ratios and bankruptcy","display_name":"A new dynamic geometric approach for empirical analysis of financial ratios and bankruptcy","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1997982010","doi":"https://doi.org/10.3934/jimo.2011.7.947","mag":"1997982010"},"language":"en","primary_location":{"id":"doi:10.3934/jimo.2011.7.947","doi":"https://doi.org/10.3934/jimo.2011.7.947","is_oa":true,"landing_page_url":"https://doi.org/10.3934/jimo.2011.7.947","pdf_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","source":{"id":"https://openalex.org/S114365116","display_name":"Journal of Industrial and Management Optimization","issn_l":"1547-5816","issn":["1547-5816","1553-166X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial and Management Optimization","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069658301","display_name":"Alireza Bahiraie","orcid":"https://orcid.org/0000-0003-1116-0811","observed_orcids":["https://orcid.org/0000-0003-1116-0811"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alireza Bahiraie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109231535","display_name":"A. K. M. Azhar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A.K.M. Azhar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5103276736","display_name":"Noor Akma Ibrahim","orcid":"https://orcid.org/0000-0002-0313-1386","observed_orcids":["https://orcid.org/0000-0002-0313-1386"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noor Akma Ibrahim","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6149,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92597423,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"7","issue":"4","first_page":"947","last_page":"965"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12509","display_name":"Corporate Insolvency and Governance","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/T12123","display_name":"Financial Analysis and Corporate Governance","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/financial-ratios","display_name":"financial ratios","score":0.8560000061988831},{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"bankruptcy prediction","score":0.9769999980926514},{"id":"https://openalex.org/keywords/financial-distress","display_name":"financial distress","score":0.7490000128746033},{"id":"https://openalex.org/keywords/risk-measurement","display_name":"risk measurement","score":0.7070000171661377},{"id":"https://openalex.org/keywords/financial-ratio-analysis","display_name":"financial ratio analysis","score":0.45399999618530273}],"concepts":[{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.7355599999427795},{"id":"https://openalex.org/C2777388754","wikidata":"https://www.wikidata.org/wiki/Q1664594","display_name":"Bankruptcy prediction","level":3,"score":0.7290592193603516},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5474140048027039},{"id":"https://openalex.org/C2984760201","wikidata":"https://www.wikidata.org/wiki/Q1785212","display_name":"Financial distress","level":2,"score":0.5409380793571472},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5302996635437012},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.5053651928901672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5036346316337585},{"id":"https://openalex.org/C98014903","wikidata":"https://www.wikidata.org/wiki/Q832161","display_name":"Financial ratio","level":2,"score":0.49363672733306885},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.4617938995361328},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4479656517505646},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4257015287876129},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.33135128021240234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3217806816101074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27425363659858704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26708006858825684},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.26342839002609253},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.20659658312797546},{"id":"https://openalex.org/C73283319","wikidata":"https://www.wikidata.org/wiki/Q1416617","display_name":"Financial system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3934/jimo.2011.7.947","doi":"https://doi.org/10.3934/jimo.2011.7.947","is_oa":true,"landing_page_url":"https://doi.org/10.3934/jimo.2011.7.947","pdf_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","source":{"id":"https://openalex.org/S114365116","display_name":"Journal of Industrial and Management Optimization","issn_l":"1547-5816","issn":["1547-5816","1553-166X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial and Management Optimization","raw_type":"journal-article"},{"id":"pmh:oai:psasir.upm.edu.my:24233","doi":null,"is_oa":false,"landing_page_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","pdf_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","source":{"id":"https://openalex.org/S4377196260","display_name":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I130343225","host_organization_name":"Universiti Putra Malaysia","host_organization_lineage":["https://openalex.org/I130343225"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3934/jimo.2011.7.947","doi":"https://doi.org/10.3934/jimo.2011.7.947","is_oa":true,"landing_page_url":"https://doi.org/10.3934/jimo.2011.7.947","pdf_url":"http://psasir.upm.edu.my/id/eprint/24233/1/A%20new%20dynamic%20geometric%20approach%20for%20empirical%20analysis%20of%20financial%20ratios%20and%20bankruptcy.pdf","source":{"id":"https://openalex.org/S114365116","display_name":"Journal of Industrial and Management Optimization","issn_l":"1547-5816","issn":["1547-5816","1553-166X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315844","host_organization_name":"American Institute of Mathematical Sciences","host_organization_lineage":["https://openalex.org/P4310315844"],"host_organization_lineage_names":["American Institute of Mathematical Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial and Management Optimization","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1997982010.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W76947403","https://openalex.org/W1502049319","https://openalex.org/W1576818901","https://openalex.org/W1593604404","https://openalex.org/W1964491951","https://openalex.org/W1968632832","https://openalex.org/W1971546223","https://openalex.org/W1973611074","https://openalex.org/W1974826193","https://openalex.org/W1981241015","https://openalex.org/W1983476407","https://openalex.org/W1997632024","https://openalex.org/W2004999491","https://openalex.org/W2006680549","https://openalex.org/W2014773470","https://openalex.org/W2025125829","https://openalex.org/W2048801439","https://openalex.org/W2058612292","https://openalex.org/W2061524034","https://openalex.org/W2079978931","https://openalex.org/W2088536394","https://openalex.org/W2089221808","https://openalex.org/W2090712730","https://openalex.org/W2098307847","https://openalex.org/W2099222146","https://openalex.org/W2104926823","https://openalex.org/W2110738055","https://openalex.org/W2122693580","https://openalex.org/W2124532504","https://openalex.org/W2124597406","https://openalex.org/W2130301625","https://openalex.org/W2133292035","https://openalex.org/W2135863416","https://openalex.org/W2144383677","https://openalex.org/W2149237332","https://openalex.org/W2150264298","https://openalex.org/W2319674262","https://openalex.org/W2327691785","https://openalex.org/W2995391392","https://openalex.org/W3125168868","https://openalex.org/W4234309078","https://openalex.org/W4250468705","https://openalex.org/W4285719527","https://openalex.org/W4390863821","https://openalex.org/W6670196664"],"related_works":["https://openalex.org/W567629929","https://openalex.org/W2758068877","https://openalex.org/W76947403","https://openalex.org/W2118753415","https://openalex.org/W1565950002","https://openalex.org/W2912154098","https://openalex.org/W2144383677","https://openalex.org/W7166981645","https://openalex.org/W3043343466","https://openalex.org/W988583417"],"abstract_inverted_index":{"This":[0,82],"paper":[1],"presents":[2],"a":[3,26,85],"complementary":[4],"technique":[5],"for":[6,46],"the":[7,23,30,39,105],"empiricalanalysis":[8],"of":[9,25,28,38,63],"financial":[10,78],"ratios":[11,97,125],"and":[12,56,80,113,123],"bankruptcy":[13],"risk":[14],"using":[15],"financialratios.":[16],"Within":[17],"this":[18,47,58,70],"new":[19],"framework,":[20],"we":[21],"propose":[22],"use":[24],"newmeasure":[27],"risk,":[29],"Dynamic":[31],"Risk":[32],"Space":[33],"(DRS)":[34],"measure.":[35],"We":[36],"provideevidence":[37],"extent":[40],"to":[41,73,118],"which":[42],"changes":[43,51,64],"in":[44,52,65],"values":[45,55],"indexare":[48],"associated":[49,89],"with":[50],"each":[53],"axis's":[54],"how":[57],"mayalter":[59],"our":[60],"economic":[61],"interpretation":[62],"patterns":[66],"anddirections.":[67],"In":[68],"addition,":[69],"model":[71],"tends":[72],"be":[74,84],"generally":[75],"usefulfor":[76],"predicting":[77],"distress":[79],"bankruptcy.":[81],"methodwould":[83],"general":[86],"methodological":[87,94],"guideline":[88],"withfinancial":[90],"data,":[91],"solving":[92],"some":[93],"problems":[95],"concerningfinancial":[96],"such":[98],"as":[99],"non-proportionality,":[100],"non-asymmetry":[101],"andnon-scaled.":[102],"To":[103],"test":[104],"procedure,":[106],"Multiple":[107],"Discriminant":[108],"Analysis(MDA),":[109],"Logistic":[110],"Analysis":[111],"(LA)":[112],"Genetic":[114],"Programming":[115],"(GP)":[116],"areemployed":[117],"compare":[119],"results":[120],"by":[121],"common":[122],"modified":[124],"forbankruptcy":[126],"prediction.":[127],"Classification":[128],"methods":[129],"outperformed":[130],"usingthe":[131],"DRS":[132],"approach.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
