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Post-pandemic performance of micro, small and medium-sized enterprises : a self-organizing maps application
Martínez, Lisana B.; Scherger, Valeria; Orazi, Sofía - In: Cogent business & management 10 (2023) 3, pp. 1-13
effectiveness of SOM as a tool to visualize the characteristics that lead to successful paths and the survival of firms. …
Persistent link: https://www.econbiz.de/10014505925
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Composite financial performance index prediction : a neural networks approach
Sabău Popa, Diana Claudia; Popa, Dorina Nicoleta; … - In: Journal of business economics and management 22 (2021) 2, pp. 277-296
Financial indicators are the most used variables in measuring the business performance of companies, signaling about the financial position, comprehensive income, and other significant reporting aspects. In a competitive environment, the performance measurement model allows performing...
Persistent link: https://www.econbiz.de/10012506060
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The effect of knowledge management on competitive advantage and business performance : a study of silver craft SMEs
Wijaya, Putu Yudy; Suasih, Ni Nyoman Reni - In: Entrepreneurial business and economics review : EBER 8 (2020) 4, pp. 105-121
craft SMEs through competitive advantage as a mediator. This study also explores the dimensions and indicators of each … research uses quantitative methods with SEM-PLS analysis techniques. The population in this study is silver craft SMEs in … Indonesia, with 146 silver craft SMEs as a sample. Data was collected by questionnaires and FGD. Findings: This study found that …
Persistent link: https://www.econbiz.de/10012518193
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A HYBRID BUSINESS FAILURE PREDICTION MODEL USING LOCALLY LINEAR EMBEDDING AND SUPPORT VECTOR MACHINES
Lin, Fengyi; Yeh, Ching Chiang; Lee, Meng Yuan - In: Journal for Economic Forecasting (2013) 1, pp. 82-97
The purpose of this paper is to propose a hybrid model which combines locally linear embedding (LLE) algorithm and support vector machines (SVM) to predict the failure of firms based on past financial performance data. By making use of the LLE algorithm to perform dimension reduction for feature...
Persistent link: https://www.econbiz.de/10010643292
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Bankruptcy Prediction Models in Galician companies. Application of Parametric Methodologies and Artificial Intelligence
Monelos, Pablo de Llano; López, Manuel Rodríguez; … - In: International Journal of Economics & Business … I (2013) 1, pp. 117-136
This paper provides empirical evidence on the prediction of non-financial companies’ failure. We develop several models to evaluate failure risk in companies from Galicia. We check the predictive ability of parametric models (multivariate discriminant, logit) compared with auditor’s report....
Persistent link: https://www.econbiz.de/10011031774
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Covid-19 and SME failures
Gourinchas, Pierre-Olivier; Kalemli-Ozcan, Sebnem; … - 2020
Persistent link: https://www.econbiz.de/10012306236
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Schumpeter meets Goldilocks : the scarring effects of firm destruction
González, Beatriz; Moral-Benito, Enrique; Soler, Isabel - In: SERIEs : Journal of the Spanish Economic Association 14 (2023) 3/4, pp. 555-577
This paper uncovers an inverted U-shaped relationship between firm exit and total factor productivity (TFP) growth using Spanish data. At low levels of firm exit, Schumpeterian cleansing effects dominate and the effect of firm destruction on TFP is positive, but when exit rates are very high,...
Persistent link: https://www.econbiz.de/10014462313
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The Paycheck Protection Program : Small Business Balances, Revenues, and Expenses in the Weeks after Loan Disbursement
Wheat, Chris; Mac, Chi - 2021
The Paycheck Protection Program (PPP) was an unprecedented effort to provide liquidity to and support the payroll of small businesses impacted by COVID-19. Leveraging daily transactions from a de-identified dataset of small businesses that hold Chase Business Banking deposit accounts and...
Persistent link: https://www.econbiz.de/10013236437
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Turbulence, flexibility and performance of the long-lived small firm
Power, Bernadette; Reid, Gavin C. - 2003
This paper focuses on a new concern in the small firm’s literature, namely what makes a small firm stay in business for a long time. It reflects a change in economic policy, away from an emphasis on volume of start-ups to an emphasis on quality of start-ups. The basic hypothesis is that...
Persistent link: https://www.econbiz.de/10011333898
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The influence of the vulnerability of sectors on their survival and probability of insolvency : the case of small and medium entities in Spain
Somoza, Antonio - In: Revista de métodos cuantitativos para la economía y … 32 (2021), pp. 148-174
This paper looks at a sample of small and medium entities in Spain and analyzesthe effect of the vulnerability of sectors to insolvency on their survival and the probability that they will go bankrupt. We collected data from solvent and insolvent firms in Spain over the period 2012-2016, and...
Persistent link: https://www.econbiz.de/10012796113