This paper assesses the pandemic's impact on Italian local economies with the newly developed machine learning control method for counterfactual building. Our results document that the economic effects of the COVID-19 shock vary dramatically across the Italian territory and are spatially uncorrelated with the epidemiological pattern of the first wave. The largest employment losses occurred in areas characterized by high exposure to social aggregation risks and pre-existing labor market fragilities. Lastly, we show that the hotspots of the COVID-19 crisis do not overlap with those of the Great Recession. These findings call for a place-based policy response to address the uneven economic geography of the pandemic.
Download full-text PDF |
Source |
|---|---|
| http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8585964 | PMC |
| http://dx.doi.org/10.1016/j.regsciurbeco.2021.103752 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
Prevalence of the symptoms of post-traumatic stress disorder (PTSD) and burnout syndrome (BOS) among intensive care unit (ICU) healthcare workers during the COVID-19 pandemic.
Psychol Health Med
January 2025
Department of Specialised Nursing, Faculty of Health Sciences, Jagiellonian University - Medical College, Cracow, Poland.
Pandemic COronaVIrus Disease-19 (COVID-19) was a traumatic event that had a significant impact on the mental health of healthcare workers (HCWs), especially intensive care units (ICUs). Months of exposure and the threat of death can lead to post-traumatic stress disorder (PTSD), and high physical and emotional strain can lead to burnout syndrome (BOS). The purpose of this study was to assess the prevalence of PTSD and BOS among ICU HCWs during the COVID-19 pandemic.
View Article and Find Full Text PDFPsychological Challenges of Adults With Severe Mental Illness During the COVID-19 Pandemic.
J Clin Psychiatry
January 2025
Department of Biostatistics, Epidemiology and Environmental Health Sciences, Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia.
The COVID-19 pandemic was an unprecedented global health crisis. Vulnerable populations with preexisting mental illness have been disproportionately burdened and may experience adverse mental health outcomes related to the COVID-19 pandemic. Our objective was to evaluate the association between COVID-19 diagnosis, known exposure to COVID-19, sheltering in place, symptom severity, psychological distress, and depression severity among adults with severe mental illness (SMI).
View Article and Find Full Text PDFMachine learning-based sales forecasting during crises: Evidence from a Turkish women's clothing retailer.
Sci Prog
January 2025
Department of Industrial Engineering, UiT-The Arctic University of Norway, Narvik, Norway.
Background: Retail involves directly delivering goods and services to end consumers. Natural disasters and epidemics/pandemics have significant potential to disrupt supply chains, leading to shortages, forecasting errors, price increases, and substantial financial strains on retailers. The COVID-19 pandemic highlighted the need for retail sectors to prepare for crisis impacts on sales forecasts by regularly assessing and adjusting sales volumes, consumer behavior, and forecasting models to adapt to changing conditions.
View Article and Find Full Text PDFRapid Adaptation to Prevent Drug Use (RAPD): protocol of a pilot randomized trial to enhance the impact of an evidence-based intervention for youth.
Pilot Feasibility Stud
January 2025
Center for Healthcare Organization and Implementation Research, VA , Boston Healthcare System, 150 South Huntington Avenue, Boston, 02130, USA.
Background: Drug use trends change rapidly among youth, leaving intervention experts struggling to respond promptly. Delays in responses can lead to preventable morbidity and mortality. The COVID-19 pandemic underscored the need for implementation science to facilitate rapid, equitable responses using existing treatment and prevention efforts.
View Article and Find Full Text PDFWant AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!