The role of government support on E-commerce and firm innovation during pandemic crisis

The aim of this study is three-fold: first, to examine the relationship between government support and E-commerce adoption. Second, to investigate the nexus between government support and firm innovation. Third, to explore the relation of firm performance with E-commerce adoption and innovation. Using firm-level data from 31 countries during the time of COVID-19 pandemic, we find both E-commerce adoption and innovation are positively associated with government support. Further, we also find that such firms register significantly higher sales growth. The result remains consistent even after addressing the endogeneity issue. These results hold for the subsample of SMEs as well. © 2023 Economic Society of Australia, Queensland

In search of COVID-19 and stock market behavior

The aim of this paper is two-fold. First, we investigate the nexus between investor attention to COVID-19 and daily returns in 59 countries. We use Google Search Volume Index to account for investor attention. Our empirical findings suggest that the search volume of the pandemic is negatively associated with daily returns. The effect was strong in the week that the World Health Organization declared it as pandemic and among advanced countries. Second, we explore the relationship between search volume and market volatility. The findings suggest that COVID-19 sentiment generated excess volatility in the market. Our findings remain robust with alternative specifications.

Small firms amidst COVID-19: Financial constraints and role of government support

The coronavirus disease 2019 has severely affected the financially constrained small and medium enterprises (SMEs). In response, various countries employed several policies to support SMEs. Using rich firm-level data from 34 countries, we study the impact of the pandemic-led crisis on cash-strapped SMEs and the role of governments in offsetting losses. Our results suggest that (i) government support programmes target mostly financially constrained firms;(ii) firms adjustments to the pandemic are associated with the likelihood of government support;(iii) financially constrained firms are more likely to lay off workers;and (iv) financially constrained firms layoff more male employees than female employees. © 2022 Banca Monte dei Paschi di Siena SpA.