Open research questions in COVID-19 Pandemic Impacts
169 gap statements mined from COVID-19 Pandemic Impacts papers in our 7.9M-paper local library, which holds 2,641 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.
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What the literature leaves open
Epidemiological literature has placed more emphasis on excess deaths rather than deaths attributable directly to COVID-19, and economic studies would benefit from following this approach. Further research could explore the application of the friction cost approach in population-level studies on pandemic-related mortality.
Paid and unpaid productivity losses across 28 European countries due to excess deaths and COVID-19 deaths from 2020 to 2023 · 2026 · DOIData on productivity losses resulting from COVID-19 remain limited. Comparative evidence on the broader socio-economic consequences of this health deterioration remains limited. The estimation of productivity losses resulting from the pandemic is an under-researched area.
Paid and unpaid productivity losses across 28 European countries due to excess deaths and COVID-19 deaths from 2020 to 2023 · 2026 · DOIMost studies focused on the impact of COVID-19, with few examining the pre- and post-pandemic periods critically. There is a lack of theoretical foundation for the new approach aimed at measuring the impact of COVID-19 on the food retail sector.
Food Retail Resilience Pre-, during, and Post-COVID-19: A Bibliometric Analysis and Research Agenda · 2024 · DOIWhether the pattern is Korean or general could be examined in Japan, where filings permit a comparable measure to be constructed.
After the Pandemic, Not During It: Business Promotion Expenditure and Firm Value Across the COVID-19 Timeline · 2026 · DOIAlbeit East African Community (EAC) countries reported negative trade balances even prior to the inception of the pandemic; it remains unknown as to whether the situation significantly deteriorated in the pandemic era.
The impact of COVID-19 pandemic on trade balance in the East Africa Community region: evidence from a Pooled Mean Group model · 2024 · DOIThe study only examines OECD countries. The study uses a limited time period, from 2000 to 2024. The study relies on secondary data sources, which may have limitations.
Financial Development and Unemployment in OECD Countries: Evidence from Pre- and Post-Pandemic Periods · 2026 · DOIThe paper's empirical scope is limited to India's benchmark large-cap equity segment and a reduced-form proxy for external tightening rather than a structural identification of monetary-policy surprises.
Global dollar tightening, market liquidity, and business resilience: evidence from India’s NIFTY-50 · 2026 · DOIThe tourism industry needs to persist in digital transformation efforts, which can further increase its resilience and flexibility in the face of future shocks and stress. Business continuity and customer experiences can be enhanced when new technologies like artificial intelligence, cloud technology, virtual tourism platforms, contactless service systems, and customer relationship management software are adopted.
THE IMPACTS OF COVID-19 ON THE TOURISM SECTOR: A STUDY ON ACCELERATED DIGITALIZATION AND CRISIS MANAGEMENT · 2026 · DOIThe analysis of different shopping patterns of hedonists and utilitarians, particularly regarding stocking up during the Covid-19 pandemic, is an area of research that has not yet been explored. The study aims to fill this gap by analyzing the impact of the pandemic on hedonists and utilitarians in Slovakia.
The Influence of the COVID-19 Pandemic on Hedonists and Utilitarians: A Study of Shopping Behavior from Slovakia · 2026 · DOIThe study does not present results for Chile with respect to income or inequality indicators due to the lack of data. The analysis is limited to the seven countries studied.
Labour and social policies in Latin America during the COVID-19 pandemic and its recovery · 2026 · DOIThe analysis highlights the need for a comprehensive evaluation of the policies implemented to mitigate the effects of the pandemic.
Labour and social policies in Latin America during the COVID-19 pandemic and its recovery · 2026 · DOIThe study is limited to the state of Odisha and may not be generalizable to other contexts. The study relies on secondary data and may not capture the full complexity of the situation. The paper does not provide a detailed analysis of the long-term impact of the crisis on the state's social protection system.
Navigating Concurrent Shocks: A Case Study of Shock-Responsive Social Protection in India · 2026 · DOIFuture research should focus on the long-term impact of crises on social protection systems. Studies should examine the effectiveness of SRSP frameworks in different contexts and crises. Research should investigate the role of technology in enhancing the adaptability and inclusivity of social protection systems.
Navigating Concurrent Shocks: A Case Study of Shock-Responsive Social Protection in India · 2026 · DOIThere is a need for further research on the relationship between macroeconomic factors and the automotive industry. The study aims to fill the gap in understanding the impact of macroeconomic factors on the automotive industry.
The study aims to address this gap by evaluating the evolution of GVC and its stability during the pandemic period. The research seeks to provide insights into the relationship between GVC and microeconomic performance.
Integration of the EU Member States into Global Value Chains and the Impact on Microeconomic Performance in the Context of the COVID-19 Pandemic · 2026 · DOIThe lack of integrated, multidimensional, cross-country analyses covering the whole crisis period. The variability in country-level data, particularly across different pandemic waves.
Regional patterns in Covid-19 preparedness, impact, and economic response across the EU27 · 2026 · DOIThe literature lacks integrated, multidimensional, cross-country analyses covering the whole crisis period. Previous studies have focused on specific phases of the pandemic, limiting understanding of its broader impacts.
Regional patterns in Covid-19 preparedness, impact, and economic response across the EU27 · 2026 · DOIThe need for accurate quantification of pandemic-induced economic losses. The lack of comprehensive analysis of the economic impact of COVID-19.
Future research should focus on the long-term behavioural trends influencing post-pandemic marketing strategies. The study of occupation, employment status, and earning status on the demand for wellness products can be further explored.
There is a need to examine the impact of digital adoption and online shopping on consumer decisions.
The pandemic has exposed vulnerabilities in global food systems. Income-driven declines in food consumption have only exacerbated the prevalence of malnutrition in underdeveloped and developing countries.
Impact of the COVID-19 Pandemic on Changes in Consumer Purchasing Behavior in the Food Market with a Focus on Meat and Meat Products—A Comprehensive Literature Review · 2024 · DOIOur measure does not account for income loss among the non-poor or among the existing poor who lose further income.
Lives, Livelihoods, and Learning: A Global Perspective on the Well-Being Impacts of the COVID-19 Pandemic · 2024 · DOIReflecting on how research and the scientific community can be timelier and more useful in dealing with future crises and shocks, - Investigating the impacts of the pandemic on food security and its different…
Regional Agriculture and Food Systems Amid the COVID-19 Pandemic: The Case of the Near East and North Africa Region · 2024 · DOIThe study identifies a gap in the understanding of the role of economic injustice and institutional accountability demands in shaping consumer discourse. The study aims to fill this gap by providing a descriptive and exploratory analysis of consumer response patterns to a digital food safety advocacy platform in Turkey.
Dijital Gıda Güvenliği Savunuculuğunda Tüketici Tepki Örüntüleri: Instagram Yorumları Üzerine Betimsel Bir Analiz · 2026 · DOIThe study identifies a gap in the literature regarding the post COVID growth performance of pharmaceutical companies.
COMPOUND ANNUAL GROWTH RATE OF SELECTED PHARMACEUTICAL COMPANIES IN THE POST COVID ERA: AN EMPIRICAL ANALYSIS · 2026 · DOI
Most-cited papers in COVID-19 Pandemic Impacts
- Financial markets under the global pandemic of COVID-19 · Finance research letters · 2020 · 1,762 citations
- Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research · Journal of Business Research · 2020 · 1,668 citations
- Effects of COVID-19 on business and research · Journal of Business Research · 2020 · 1,420 citations
- Impact of Covid-19 on consumer behavior: Will the old habits return or die? · Journal of Business Research · 2020 · 1,257 citations
- The Unprecedented Stock Market Reaction to COVID-19 · The Review of Asset Pricing Studies · 2020 · 1,203 citations
- COVID-19 and finance: Agendas for future research · Finance research letters · 2020 · 1,200 citations
- The impact of COVID-19 on small business outcomes and expectations · Proceedings of the National Academy of Sciences · 2020 · 1,193 citations
- Corporate immunity to the COVID-19 pandemic · Journal of Financial Economics · 2021 · 1,115 citations
- The impact of Covid-19 pandemic on corporate social responsibility and marketing philosophy · Journal of Business Research · 2020 · 1,063 citations
- Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns · Journal of Behavioral and Experimental Finance · 2020 · 933 citations
Most recent work
- A Commentary on Risk and Resilience in the Hospitality, Tourism, Aviation and Events Industry: Responses to COVID –19 and Lessons Learned · ChiPrints (University of Chichester) · 2026
- Artificial intelligence and firm resilience · Journal of Financial Stability · 2026
- Macroeconomic stability, fiscal management and food security in Saudi Arabia: A regime-switching analysis · Social Sciences & Humanities Open · 2026
- Temporary Shock or Lasting Scar? Life Expectancy Trajectories Since COVID-19 · medRxiv · 2026
- ESG and financial performance: Link intensity during the COVID-19 pandemic · International Review of Economics & Finance · 2026
- Firm support without zombification: Evidence from the COVID-19 pandemic · Economics Letters · 2026
- Can Digital Rural Construction Improve Household Food Security? Evidence From Rural China · Food and Energy Security · 2026
- Impact of Covid-19 on Bangladeshi university students mental health: ML and DL analysis · medRxiv · 2026
- Street vendors in the post-COVID-19 era: A conservation of resources theory perspective · Cities · 2026
- Does food inflation affect how long we live? The role of economic development and political instability · Journal of Economic Studies · 2026
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