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Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME
Engineering Proceedings, 39 (2023), 1; 62. https://doi.org/10.3390/engproc2023039062
Kuvek, Tamara; Pervan, Ivica; Pervan, Maja

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Kuvek, T., Pervan, I. i Pervan, M. (2023). Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME. Engineering Proceedings, 39. (1). doi: 10.3390/engproc2023039062

Kuvek, Tamara, et al. "Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME." Engineering Proceedings, vol. 39, br. 1, 2023. https://doi.org/10.3390/engproc2023039062

Kuvek, Tamara, Ivica Pervan i Maja Pervan. "Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME." Engineering Proceedings 39, br. 1 (2023). https://doi.org/10.3390/engproc2023039062

Kuvek, T., Pervan, I. i Pervan, M. (2023) 'Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME', Engineering Proceedings, 39(1). doi: 10.3390/engproc2023039062

Kuvek T, Pervan I, Pervan M. Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME. Engineering Proceedings [Internet]. 2023. [pristupljeno 28.11.2024.];39(1). doi: 10.3390/engproc2023039062

T. Kuvek, I. Pervan i M. Pervan, "Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME", Engineering Proceedings, vol. 39, br. 1, 2023. [Online]. Dostupno na: https://urn.nsk.hr/urn:nbn:hr:124:035164. [Citirano: 28.11.2024.]

Za citiranje koristite ovu mrežnu adresu: https://urn.nsk.hr/urn:nbn:hr:124:035164
Podaci o radu
Naslov (engleski)Improving the Accuracy of Firm Failure Forecasting Using Non-Financial Variables: The Case of Croatian SME
AutorTamara Kuvek
AutorIvica Pervan
AutorMaja Pervan
Autorova ustanovaSveučilište u Splitu
Ekonomski fakultet
Znanstveno / umjetničko
područje, polje i grana		DRUŠTVENE ZNANOSTI
Ekonomija
Sažetak (engleski)
Empirical findings based on a bivariate logistic regression model with two SME categories (successful and failed) indicate that by adding non-financial indicators to the model based on financial variables, the accuracy of forecasting increases significantly. Namely, the total classification error decreases by an average of 26.99%, while the AUROC value increases by an average of 7.33%. In the additional model, with three firm categories (successful, sensitive, and failed), the findings reveal that one financial variable (self-financing) and three non-financial variables (orderly settlement of obligations, export, and age) significantly explain the occurrence of the early stage of SME failure.
Ključne riječi (engleski)
Jezikengleski
Vrsta publikacijeZnanstveni rad - Izvorni znanstveni rad
Status objaveObjavljen
Vrsta recenzijeRecenziran - međunarodna recenzija
Verzija publikacijeObjavljena verzija rada (izdavačev PDF)
Naslov časopisaEngineering Proceedings
Brojčani podacivol. 39, br. 1, 62
BPC0,00 EUR
p-ISSN2673-4591
DOIhttps://doi.org/10.3390/engproc2023039062
URN:NBNurn:nbn:hr:124:035164
Datum objave publikacije2023
Vrsta resursaTekst
Prava pristupaOtvoreni pristup
Uvjeti korištenjaIkona licence Imenovanje-Dijeli pod istim uvjetima 4.0 međunarodna (CC BY-SA 4.0)
Datum i vrijeme pohrane2024-07-17 14:47:11