反弹回表面:决定中小企业复苏的因素

Bouncing back to the surface: Factors determining SME recovery

JOURNAL OF SMALL BUSINESS MANAGEMENT · 2024
被引 10
人大 A-ABS 3

中文导读

研究了严重财务困境下中小企业复苏的关键决定因素,发现银行账户冻结、信用状况、员工平均年龄、裁员比例和长期合同比例显著影响复苏概率,为管理者和政策制定者提供干预建议。

Abstract

Limited attention has been devoted to the key determinants of survival in situations of severe financial distress for small and medium-sized enterprises (SMEs). Against this backdrop, drawing from turnaround management literature, we develop hypotheses about SMEs investigating the importance of prior financial blockages, financial indicators, personnel characteristics, and the dynamics between SMEs and their personnel on recovery probability. By relying on advanced machine learning techniques, we analyze and select key predictors of recovery likelihood for SMEs in situations of severe distress. The results provide empirical support for our hypotheses, showing the significant roles of prior bank account blockages, creditworthiness, mean employee age, firing ratio, and the share of permanent work contracts in influencing recovery odds. The implications extend knowledge on SME turnaround strategies and offer practical suggestions for managers and policymakers in tailoring interventions.

中小企业财务困境企业复苏机器学习