Purpose Financial ratios are often used to classify firms into different clusters of financial
performance. This study aims to classify firms using financial ratios with advanced …

A pesar del carácter exógeno de la crisis sanitaria debida al COVID-19, su intensidad y
persistencia podrían provocar un impacto negativo sobre el crecimiento económico a largo …

Using a survey of and financial data for Japanese small-and medium-enterprises (SMEs),
this paper examines the determinants of firms' use of the business support programs …

Asymmetric effects across sectors are the distinctive features of the Covid-19 shock. An
Epidemiological-Industry Dynamic model with heterogeneous firms and endogenous firms …

We investigate what types of small and medium-sized enterprises (SMEs) use bank loans
during crisis periods, focusing on the global financial crisis (GFC) and the economic crisis …

In today's fast-paced and globally interconnected business environment, digitalization has
emerged as a cornerstone of competitiveness. In this paper, we study the impact of the …

We study the consequences of the COVID-19 pandemic on productivity by matching firm
performance outcomes with corresponding firm-level information on government support …

Using a large multi‐country firm‐level data set from the World Bank Enterprise Survey, we
examine whether multinational corporations (MNCs) differ from domestic firms in the …

The COVID-19 pandemic has severely affected the tourism sector and the survival of
hospitality firms. This study examines how hospitality firms' financial characteristics prior to …

We study the consequences of the Covid-19 pandemic and related policy support on
productivity. We employ an extensive micro-distributed exercise to access otherwise …