Masters of disasters? Challenges and opportunities for SMEs in times of crisis

F Eggers - Journal of business Research, 2020 - Elsevier
Small and medium-sized enterprises (SMEs) are the backbone of every economy. So, when
an external crisis jeopardizes markets, such as the recent COVID-19 outbreak, SMEs are hit …

Rethinking SME default prediction: a systematic literature review and future perspectives

F Ciampi, A Giannozzi, G Marzi, EI Altman - Scientometrics, 2021 - Springer
Over the last dozen years, the topic of small and medium enterprise (SME) default prediction
has developed into a relevant research domain that has grown for important reasons …

Product market competition and firm performance: business survival through innovation and entrepreneurial orientation amid COVID-19 financial crisis

Q Liu, X Qu, D Wang, J Abbas, R Mubeen - Frontiers in Psychology, 2022 - frontiersin.org
The product market competition has become a global challenge for business organizations
in the challenging and competitive market environment in the influx of the COVID-19 …

When the rainy day is the worst hurricane ever: the effects of governmental policies on SMEs during COVID-19

Y Belghitar, A Moro, N Radić - Small Business Economics, 2022 - Springer
We investigate the impact of COVID-19 on 42,401 UK SMEs and how government
intervention affects their capability to survive the pandemic. The results show that, without …

SME default prediction: A systematic methodology-focused review

H Cheraghali, P Molnár - Journal of Small Business Management, 2024 - Taylor & Francis
This study reviews the methodologies used in the literature to predict failure in small and
medium-sized enterprises (SMEs). We identified 145 SMEs' default prediction studies from …

Financial performances, entrepreneurial factors and coping strategy to survive in the COVID-19 pandemic: case of Vietnam

HH Nguyen, VM Ngo, ANT Tran - Research in International Business and …, 2021 - Elsevier
Vietnam has been one of a few countries that successfully contained the COVID-19
pandemic. However, aggressive measurements against the pandemic were at the expense …

Impacts of crisis on SME bankruptcy prediction models' performance

M Papík, L Papíková - Expert Systems with Applications, 2023 - Elsevier
Turbulent economic situation, changes in financial reporting, swift legislative changes, or
companies' earnings management during the COVID-19 crisis might have impacted the …

Combining weighted SMOTE with ensemble learning for the class-imbalanced prediction of small business credit risk

MZ Abedin, C Guotai, P Hajek, T Zhang - Complex & Intelligent Systems, 2023 - Springer
In small business credit risk assessment, the default and nondefault classes are highly
imbalanced. To overcome this problem, this study proposes an extended ensemble …

Leveraging random forest in micro‐enterprises credit risk modelling for accuracy and interpretability

MS Uddin, G Chi, MAM Al Janabi… - International Journal of …, 2022 - Wiley Online Library
This paper applies the Random Forest (RF) method for the robust modelling of credit default
prediction. This technique has been proven as an efficient classifier and can provide better …

Gender and bank lending after the global financial crisis: are women entrepreneurs safer bets?

M Cowling, S Marlow, W Liu - Small Business Economics, 2020 - Springer
Using gender as a theoretical framework, we analyse the dynamics of bank lending to small-
and medium-sized enterprises (SME) in the aftermath of the 2008 global financial crisis …