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 …

Crowdfunding social ventures: a model and research agenda

OM Lehner - Venture Capital, 2013 - Taylor & Francis
Crowdfunding (CF) in a social entrepreneurship (SE) context is praised in media narrations
for its multifaceted potential. From an academic point of view, little has been written about CF …

[HTML][HTML] Bankruptcy prediction for SMEs using transactional data and two-stage multiobjective feature selection

G Kou, Y Xu, Y Peng, F Shen, Y Chen, K Chang… - Decision Support …, 2021 - Elsevier
Many bankruptcy prediction models for small and medium-sized enterprises (SMEs) are built
using accounting-based financial ratios. This study proposes a bankruptcy prediction model …

Fintech and SMEs sustainable business models: Reflections and considerations for a circular economy

S Pizzi, L Corbo, A Caputo - Journal of Cleaner Production, 2021 - Elsevier
Following the operational paradigms proposed by Industry 4.0, the last years have been
characterized by the rapid growth of technology-based firms increasingly adopting …

Forecasting SMEs' credit risk in supply chain finance with an enhanced hybrid ensemble machine learning approach

Y Zhu, L Zhou, C Xie, GJ Wang, TV Nguyen - International Journal of …, 2019 - Elsevier
In recent years, financial institutions (FIs) have tentatively utilized supply chain finance (SCF)
as a means of solving the financing issues of small and medium-sized enterprises (SMEs) …

[图书][B] Corporate financial distress, restructuring, and bankruptcy: analyze leveraged finance, distressed debt, and bankruptcy

EI Altman, E Hotchkiss, W Wang - 2019 - books.google.com
A comprehensive look at the enormous growth and evolution of distressed debt markets,
corporate bankruptcy, and credit risk models This Fourth Edition of the most authoritative …

Credit risk prediction of SMEs in supply chain finance by fusing demographic and behavioral data

W Zhang, S Yan, J Li, X Tian, T Yoshida - Transportation Research Part E …, 2022 - Elsevier
The credit risk of small and medium-sized enterprises (SMEs) in supply chain finance (SCF)
is defined as the probability that the SME would default on loans derived from financing for …

Financial distress prediction using a corrected feature selection measure and gradient boosted decision tree

H Qian, B Wang, M Yuan, S Gao, Y Song - Expert Systems with Applications, 2022 - Elsevier
Corporate financial distress prediction research has been ongoing for more than half a
century, during which many models have emerged, among which ensemble learning …

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 …

Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables

MH Tinoco, N Wilson - International review of financial analysis, 2013 - Elsevier
Using a sample of 23,218 company-year observations of listed companies during the period
1980–2011, the paper investigates empirically the utility of combining accounting, market …