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Post-pandemic performance of micro, small and medium-sized enterprises: A Self-organizing Maps application

Martinez, Lisana B.; Scherger, Valeria; Orazi, Sofía - In: Cogent Business & Management 10 (2023) 3, pp. 1-13

This paper examines the post-pandemic performance of micro, small, and medium-sized firms using Self-Organizing Maps (SOMs), a type of Artificial Neural Network that groups patterns based on their similarities. The goal is to identify the key characteristics that enable firms to face market...

Persistent link: https://www.econbiz.de/10014527557

Predictive models of going concerns and business failure

Hammond, Paul; Opoku, Mustapha Osman; Kwakwa, Paul Adjei; … - In: Cogent Business & Management 10 (2023) 2, pp. 1-24

Given the global attention and attraction of many scholars and researchers to develop prediction models for determining the going concern of businesses, there is a growing need to monitor progress and trends in the field. As such, the study aims to analyse the evolution of prediction models for...

Persistent link: https://www.econbiz.de/10014527560

Empirical evidence of faulty credit scoring and business failure in P2P lending

Kim, Dongwoo - In: Global Business & Finance Review (GBFR) 26 (2021) 2, pp. 67-82

self-assessed credit score system used by Moneyauction with regard to investor funding decisions and the actual repayment … performance outcomes of borrowers. The predictive power of this self-assessed credit score is also identified. Findings: The … findings show that while the internal credit score is considered the most important factor in an investor's funding decision …

Persistent link: https://www.econbiz.de/10013185582

Utilidad del Deep Learning en la predicción del fracaso empresarial en el ámbito europeo

Romero Martínez, Mariano; Carmona Ibáñez, Pedro; … - In: Revista de Métodos Cuantitativos para la Economía y … 32 (2021), pp. 392-414

In this paper we intend to substantiate the usefulness of Deep Learning, especially feedforward neuronal networks, in the prediction of business failure. This methodology provides very good results in terms of predictive performance when large sample sizes are available. Therefore, we have...

Persistent link: https://www.econbiz.de/10014494403

Relationship between job satisfaction and firm's death

Manzaneque, Monserrat; Ochovo, Regino Banegas; Priego … - In: International business and economics research journal 13 (2014) 7, pp. 1599-1604

Persistent link: https://www.econbiz.de/10011430438

Where will the axe fall? : an integrative framework for understanding attributions after a business failure

Amankwah-Amoah, Joseph - In: European business review : EBR ; the official journal … 27 (2015) 4, pp. 409-429

Persistent link: https://www.econbiz.de/10011378269

Forecasting statistical methods in business : a comparative study of discriminant and logit analysis in predicting business failure

García-Gallego, Ana; Mures-Quintana, María-Jesús; … - In: Global business & economics review 17 (2015) 1, pp. 76-92

Persistent link: https://www.econbiz.de/10011337170

The abject of entrepreneurship : failure, fiasco, fraud

Olaison, Lena; Sørensen, Bent Meier - In: International journal of entrepreneurial behaviour & … 20 (2014) 2, pp. 193-211

Persistent link: https://www.econbiz.de/10010336947

The other end of entrepreneurship : a narrative study of insolvency practice in Ireland

McCarthy, Padraig Timothy; O'Riordan, Chris; Griffin, Ray - In: International journal of entrepreneurial behaviour & … 20 (2014) 2, pp. 173-192

Persistent link: https://www.econbiz.de/10010336957

Business failure research : a review of the Chinese experience

Amankwah-Amoah, Joseph; Zhang, Hongxu - In: International journal of foresight and innovation … 10 (2015) 2/3/4, pp. 180-197

Persistent link: https://www.econbiz.de/10011547535