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European country heterogeneity in financial distress prediction: An empirical analysis with macroeconomic and regulatory factors

dc.contributor.authorAngel Fernandez-Gamez, Manuel
dc.contributor.authorCampos Soria, Juan Antonio
dc.contributor.authorSantos, José António C.
dc.contributor.authorAlaminos, David
dc.date.accessioned2021-06-24T11:35:33Z
dc.date.available2021-06-24T11:35:33Z
dc.date.issued2020-06
dc.description.abstractThis study tried to improve the understanding of the impact of context variables on the risk of financial difficulties from an European companies experience. To this end, a multilevel logistic model is developed to exploit the benefits of transnational analysis and to examine the effects of contextual factors in countries and the individual impacts of companies within each country. The resulting estimates and the post-estimation analysis based on non-parametric techniques demonstrated that country effects vary randomly but that significant variance exists in the level of financial distress within and between countries. The results also corroborate that companies' financial variables provide extremely important information. However, the macroeconomic and regulatory factors of the environments in which these companies operate help to explain, to a large extent, the existing heterogeneity among countries.
dc.description.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.doi10.1016/j.econmod.2019.09.050
dc.identifier.issn0264-9993
dc.identifier.urihttp://hdl.handle.net/10400.1/16473
dc.language.isoeng
dc.peerreviewedyes
dc.publisherElsevier
dc.subjectFinancial distress
dc.subjectCountry effect
dc.subjectMultilevel analysis
dc.subjectMacroeconomic factors
dc.subjectRegulatory factors
dc.subjectEuropean countries
dc.subject.otherBusiness & Economics
dc.titleEuropean country heterogeneity in financial distress prediction: An empirical analysis with macroeconomic and regulatory factors
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage407
oaire.citation.startPage398
oaire.citation.titleEconomic Modelling
oaire.citation.volume88
person.familyNameSantos
person.givenNameJosé António C.
person.identifier.ciencia-idA71F-B4FC-F35C
person.identifier.orcid0000-0002-2675-3487
person.identifier.ridU-9656-2019
person.identifier.scopus-author-id57198436773
rcaap.rightsrestrictedAccess
rcaap.typearticle
relation.isAuthorOfPublication73ca7176-2157-4713-9f32-325c05b29091
relation.isAuthorOfPublication.latestForDiscovery73ca7176-2157-4713-9f32-325c05b29091

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