The COVID-19 is having an unprecedented impact in the commercial and trade sphere globally. Businesses of all sizes are finding it difficult to operate efficiently and many struggle to meet contractual obligations. Agency is a ubiquitous concept in trade and commerce. The sudden implosion of...

This paper presents a new data set collected on representative samples across 6 countries: China, South Korea, Japan, Italy, the UK and the four largest states in the US. The information collected relates to work and living situations, income, behavior (such as social-distancing, hand-washing...

We introduce a new word pattern-based method to automatically classify firms' primary concerns related to the spread of epidemic diseases raised in their quarterly earnings conference calls. We construct text-based measures of the costs, benefits, and risks listed firms in the US and over 80...

We characterise the distribution of expected GDP growth during the Great Influenza Pandemic (known also as Spanish Flu) using a non-linear method in a country panel setting. We show that there are non-negligible risks of large GDP losses with the 5% left tail of the distribution suggesting a...

This paper presents a new data set collected on representative samples across 6 countries: China, South Korea, Japan, Italy, the UK and the four largest states in the US. The information collected relates to work and living situations, income, behavior (such as social-distancing, hand-washing...

Vaccines influence the course of pandemics both directly, by protecting the vaccinated, and indirectly, by reducing transmission to the unvaccinated, a key externality. Estimating direct effects is challenging because of selective vaccine take-up; estimating indirect effects also poses...

The materialization of supply chain risks leads to negative operational and financial consequences. Gathering information on risks in a supply chain is still a significant challenge for supply chain members. However, firms are required to disclose their material risks in 10-K reports, leading to...

Political affiliation has emerged as a potential risk factor for COVID-19, amid evidence that Republican-leaning counties have had higher COVID-19 death rates than Democrat- leaning counties and evidence of a link between political party affiliation and vaccination views. This study constructs...

We use linked survey and administrative data to document and decompose the striking differences across demographic groups in both economic and health impacts of the first year of the COVID-19 pandemic in the United States. The impacts of the pandemic on all-cause mortality and on employment were...

In the 21st century, the term ‘technology’ is an important topic in many fields, including education. This is because technology has become the highway of knowledge transfer in most countries. Technology integration has now revolutionized and transformed our society, which has completely...