Dataset Information

The impact and role of COVID-19 uncertainty: A global industry analysis.

ABSTRACT: The novel 2019 coronavirus (COVID-19) has resulted in uncertainty that permeates every aspect of life and business. In this study we undertake a comprehensive analysis of the impact of COVID-19 related uncertainty on global industry returns and volatility using a sample of 68 global industries and Google Trends search data to measure COVID-19 related uncertainty. The results indicate that COVID-19 related uncertainty negatively impacts returns on all industries and generally leads to higher volatility. We interpret these findings as uncertainty related to the future financial performance of firms and emerging opportunities for some industries. Certain industries are more resilient than others and increased uncertainty is not only necessarily associated with industries that experienced the largest negative returns. We also find that new factors emerged in the return generating process during the COVID-19 period. We show that despite an uncertain climate, some industries performed well, yielding positive cumulative abnormal returns that at times are greater than during the pre-COVID-19 period. The implications of our findings for investors are discussed.

SUBMITTER: Szczygielski JJ

PROVIDER: S-EPMC8734108 | biostudies-literature | 2022 Mar

REPOSITORIES: biostudies-literature

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The impact and role of COVID-19 uncertainty: A global industry analysis.

Szczygielski Jan Jakub JJ Charteris Ailie A Bwanya Princess Rutendo PR Brzeszczyński Janusz J

International review of financial analysis 20210702

The novel 2019 coronavirus (COVID-19) has resulted in uncertainty that permeates every aspect of life and business. In this study we undertake a comprehensive analysis of the impact of COVID-19 related uncertainty on global industry returns and volatility using a sample of 68 global industries and Google Trends search data to measure COVID-19 related uncertainty. The results indicate that COVID-19 related uncertainty negatively impacts returns on all industries and generally leads to higher vola ...[more]

PMID: 36536787

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Project description:To prevent the outbreak of the Coronavirus disease (COVID-19), many countries around the world went into lockdown and imposed unprecedented containment measures. These restrictions progressively produced changes to social behavior and global mobility patterns, evidently disrupting social and economic activities. Here, using maritime traffic data collected via a global network of Automatic Identification System (AIS) receivers, we analyze the effects that the COVID-19 pandemic and containment measures had on the shipping industry, which accounts alone for more than 80% of the world trade. We rely on multiple data-driven maritime mobility indexes to quantitatively assess ship mobility in a given unit of time. The mobility analysis here presented has a worldwide extent and is based on the computation of: Cumulative Navigated Miles (CNM) of all ships reporting their position and navigational status via AIS, number of active and idle ships, and fleet average speed. To highlight significant changes in shipping routes and operational patterns, we also compute and compare global and local vessel density maps. We compare 2020 mobility levels to those of previous years assuming that an unchanged growth rate would have been achieved, if not for COVID-19. Following the outbreak, we find an unprecedented drop in maritime mobility, across all categories of commercial shipping. With few exceptions, a generally reduced activity is observable from March to June 2020, when the most severe restrictions were in force. We quantify a variation of mobility between -5.62 and -13.77% for container ships, between +2.28 and -3.32% for dry bulk, between -0.22 and -9.27% for wet bulk, and between -19.57 and -42.77% for passenger traffic. The presented study is unprecedented for the uniqueness and completeness of the employed AIS dataset, which comprises a trillion AIS messages broadcast worldwide by 50,000 ships, a figure that closely parallels the documented size of the world merchant fleet.

Dataset Information

The impact and role of COVID-19 uncertainty: A global industry analysis.

Publications

The impact and role of COVID-19 uncertainty: A global industry analysis.

Similar Datasets

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