{"id":"https://openalex.org/W4213093233","doi":"https://doi.org/10.54055/ejtr.v16i.289","title":"Comparing logit model with discriminant analysis for predicting bankruptcy in Portuguese hospitality sector","display_name":"Comparing logit model with discriminant analysis for predicting bankruptcy in Portuguese hospitality sector","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W4213093233","doi":"https://doi.org/10.54055/ejtr.v16i.289"},"language":"en","primary_location":{"id":"doi:10.54055/ejtr.v16i.289","doi":"https://doi.org/10.54055/ejtr.v16i.289","is_oa":true,"landing_page_url":"https://doi.org/10.54055/ejtr.v16i.289","pdf_url":"https://ejtr.vumk.eu/index.php/about/article/download/289/292","source":{"id":"https://openalex.org/S2764366940","display_name":"European Journal of Tourism Research","issn_l":"1314-0817","issn":["1314-0817","1994-7658"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","doaj","erih-plus","fnege-4","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314744","host_organization_name":"Varna University of Management","host_organization_lineage":["https://openalex.org/P4310314744"],"host_organization_lineage_names":["Varna University of Management"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Tourism Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ejtr.vumk.eu/index.php/about/article/download/289/292","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030154858","display_name":"Jos\u00e9 Manuel Pereira","orcid":"https://orcid.org/0000-0003-4344-6937","observed_orcids":["https://orcid.org/0000-0003-4344-6937"]},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Universidade Polit\u00e9cnica do C\u00e1vado e do Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Pereira","raw_affiliation_strings":["Polytechnic Institute of C\u00e1vado and Ave, Accounting Department, CICF"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic Institute of C\u00e1vado and Ave, Accounting Department, CICF","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019193005","display_name":"M\u00e1rio Basto","orcid":"https://orcid.org/0000-0001-9217-1859","observed_orcids":["https://orcid.org/0000-0001-9217-1859"]},"institutions":[{"id":"https://openalex.org/I185808892","display_name":"Universidade Polit\u00e9cnica do C\u00e1vado e do Ave","ror":"https://ror.org/0448qsq10","country_code":"PT","type":"education","lineage":["https://openalex.org/I185808892"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M\u00e1rio Basto","raw_affiliation_strings":["Polytechnic Institute of C\u00e1vado and Ave, Sciences Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic Institute of C\u00e1vado and Ave, Sciences Department","institution_ids":["https://openalex.org/I185808892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017884783","display_name":"Am\u00e9lia Ferreira da Silva","orcid":"https://orcid.org/0000-0002-8366-9863","observed_orcids":["https://orcid.org/0000-0002-8366-9863"]},"institutions":[{"id":"https://openalex.org/I4405252555","display_name":"Centro de Estudos da Popula\u00e7\u00e3o Economia e Sociedade","ror":"https://ror.org/022fqnb56","country_code":"PT","type":"other","lineage":["https://openalex.org/I4405252555"]},{"id":"https://openalex.org/I83863532","display_name":"Universidade T\u00e9cnica do Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Am\u00e9lia Silva","raw_affiliation_strings":["Polytechnic of Porto, CEPESE, CEOS, Rua Jaime Lopes Amorim, s/n, 4465-004 S. Mamede de Infesta, Fax: +351229025899; E-mail: acfs@iscap.ipp.pt","Polytechnic of Porto, CEPESE, CEOS, Rua Jaime Lopes Amorim, s/n, 4465-004 S. Mamede de Infesta, Fax: +351229025899"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polytechnic of Porto, CEPESE, CEOS, Rua Jaime Lopes Amorim, s/n, 4465-004 S. Mamede de Infesta, Fax: +351229025899; E-mail: acfs@iscap.ipp.pt","institution_ids":["https://openalex.org/I4405252555","https://openalex.org/I83863532"]},{"raw_affiliation_string":"Polytechnic of Porto, CEPESE, CEOS, Rua Jaime Lopes Amorim, s/n, 4465-004 S. Mamede de Infesta, Fax: +351229025899","institution_ids":["https://openalex.org/I4405252555","https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6324,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95772156,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"16","issue":null,"first_page":"276","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9994999766349792,"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":0.9994999766349792,"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":9.999999747378752e-05,"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/T11918","display_name":"Forecasting Techniques and Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bankruptcy-prediction","display_name":"bankruptcy prediction","score":0.9660000205039978},{"id":"https://openalex.org/keywords/business-failure","display_name":"business failure","score":0.8579999804496765},{"id":"https://openalex.org/keywords/hospitality-industry","display_name":"hospitality industry","score":0.921999990940094},{"id":"https://openalex.org/keywords/tourism-industry","display_name":"tourism industry","score":0.722000002861023},{"id":"https://openalex.org/keywords/logit-model","display_name":"logit model","score":0.972000002861023},{"id":"https://openalex.org/keywords/discriminant-analysis","display_name":"discriminant analysis","score":1.0},{"id":"https://openalex.org/keywords/portuguese-tourism","display_name":"Portuguese tourism","score":0.6069999933242798},{"id":"https://openalex.org/keywords/financial-distress-forecasting","display_name":"financial distress forecasting","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C504631918","wikidata":"https://www.wikidata.org/wiki/Q152074","display_name":"Bankruptcy","level":2,"score":0.7021721601486206},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6780651211738586},{"id":"https://openalex.org/C2781317483","wikidata":"https://www.wikidata.org/wiki/Q5001874","display_name":"Business failure","level":2,"score":0.6725415587425232},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6054366230964661},{"id":"https://openalex.org/C107482638","wikidata":"https://www.wikidata.org/wiki/Q815825","display_name":"Hospitality","level":3,"score":0.5920828580856323},{"id":"https://openalex.org/C58596280","wikidata":"https://www.wikidata.org/wiki/Q28324849","display_name":"Multiple discriminant analysis","level":3,"score":0.5683662295341492},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.5472580194473267},{"id":"https://openalex.org/C35219183","wikidata":"https://www.wikidata.org/wiki/Q5146","display_name":"Portuguese","level":2,"score":0.5174951553344727},{"id":"https://openalex.org/C180075932","wikidata":"https://www.wikidata.org/wiki/Q5333342","display_name":"Econometric model","level":2,"score":0.48986050486564636},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.4875733256340027},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.45113641023635864},{"id":"https://openalex.org/C525551149","wikidata":"https://www.wikidata.org/wiki/Q1495452","display_name":"Hospitality industry","level":3,"score":0.44643861055374146},{"id":"https://openalex.org/C137757676","wikidata":"https://www.wikidata.org/wiki/Q3477367","display_name":"Business sector","level":2,"score":0.4432421922683716},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.43814370036125183},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.43421879410743713},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.36651313304901123},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36197859048843384},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.17189422249794006},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.16356751322746277},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.12850090861320496},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10087886452674866},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.54055/ejtr.v16i.289","doi":"https://doi.org/10.54055/ejtr.v16i.289","is_oa":true,"landing_page_url":"https://doi.org/10.54055/ejtr.v16i.289","pdf_url":"https://ejtr.vumk.eu/index.php/about/article/download/289/292","source":{"id":"https://openalex.org/S2764366940","display_name":"European Journal of Tourism Research","issn_l":"1314-0817","issn":["1314-0817","1994-7658"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","doaj","erih-plus","fnege-4","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314744","host_organization_name":"Varna University of Management","host_organization_lineage":["https://openalex.org/P4310314744"],"host_organization_lineage_names":["Varna University of Management"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Tourism Research","raw_type":"journal-article"},{"id":"pmh:oai:ciencipca.ipca.pt:11110/1323","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11110/1323","pdf_url":"https://ciencipca.ipca.pt/bitstreams/71f7bdff-e395-41b7-a908-c050a1f78ee2/download","source":{"id":"https://openalex.org/S7407051867","display_name":"CiencIPCA","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I7883018","host_organization_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia","host_organization_lineage":["https://openalex.org/I7883018"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:370afe7374d24a94a1c2a8e985500938","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/370afe7374d24a94a1c2a8e985500938","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"European Journal of Tourism Research, Vol 16 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.54055/ejtr.v16i.289","doi":"https://doi.org/10.54055/ejtr.v16i.289","is_oa":true,"landing_page_url":"https://doi.org/10.54055/ejtr.v16i.289","pdf_url":"https://ejtr.vumk.eu/index.php/about/article/download/289/292","source":{"id":"https://openalex.org/S2764366940","display_name":"European Journal of Tourism Research","issn_l":"1314-0817","issn":["1314-0817","1994-7658"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-c","anvur-scientific","cwts-core","doaj","erih-plus","fnege-4","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310314744","host_organization_name":"Varna University of Management","host_organization_lineage":["https://openalex.org/P4310314744"],"host_organization_lineage_names":["Varna University of Management"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Tourism Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.48510000109672546,"display_name":"Decent work and economic growth"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213093233.pdf","grobid_xml":"https://content.openalex.org/works/W4213093233.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W130779046","https://openalex.org/W1559394746","https://openalex.org/W1579442269","https://openalex.org/W1603256871","https://openalex.org/W1881915766","https://openalex.org/W1972990910","https://openalex.org/W2027049724","https://openalex.org/W2124532504","https://openalex.org/W2126555709","https://openalex.org/W2159990032","https://openalex.org/W2200375110","https://openalex.org/W2232707789","https://openalex.org/W2318983120","https://openalex.org/W2504923097","https://openalex.org/W3124197748","https://openalex.org/W4250536224","https://openalex.org/W6908698681"],"related_works":["https://openalex.org/W7033351414","https://openalex.org/W7052055168","https://openalex.org/W2779901761","https://openalex.org/W2345719564","https://openalex.org/W611321796","https://openalex.org/W2788113626","https://openalex.org/W2926944369","https://openalex.org/W2305546699","https://openalex.org/W379835099","https://openalex.org/W4285219222"],"abstract_inverted_index":{"Portugal\u2019s":[0],"tourism":[1,104],"sector":[2],"is":[3,30],"on":[4],"permanent":[5],"expansion":[6],"and":[7,35,49,103,108,114],"contributes":[8],"significantly":[9],"to":[10,31,66,99],"the":[11,19,44,58,81,91],"Portuguese":[12],"economy.":[13],"However,":[14],"it":[15],"has":[16],"been":[17],"facing":[18],"problem":[20],"of":[21,27,60,84],"business":[22,41,61,95],"failure.":[23],"The":[24,52,87],"main":[25],"goal":[26],"this":[28,85],"paper":[29,54],"develop":[32],"an":[33],"econometric":[34],"a":[36,68],"multivariate":[37],"model":[38,69],"for":[39,93,111],"forecasting":[40,94],"failure":[42,62,96],"in":[43],"hospitality":[45],"industry":[46],"using":[47],"logit":[48],"discriminant":[50],"analysis.":[51],"present":[53],"does":[55],"not":[56],"explore":[57],"causes":[59],"but":[63],"rather":[64],"aims":[65],"propose":[67],"that":[70,76,90],"may":[71],"help":[72],"anticipate":[73],"failure,":[74],"so":[75],"decision":[77,115],"makers":[78],"can":[79],"minimize":[80],"negative":[82],"effects":[83],"phenomenon.":[86],"results":[88],"confirm":[89],"models":[92],"contribute":[97],"positively":[98],"setting":[100],"macroeconomic":[101],"policies":[102],"development":[105],"support":[106],"programs":[107],"are":[109],"relevant":[110],"investors,":[112],"stockholders,":[113],"makers.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-02-24T00:00:00"}
