Tracking GDP in real-time using electricity market data: Insights from the first wave of COVID-19 across Europe.

Eur Econ Rev

Grenoble Ecole de Management, Grenoble 38000, France.

Published: October 2021

This paper develops a methodology for tracking in real-time the impact of shocks (such as natural disasters, financial crises or pandemics) on gross domestic product (GDP) by analyzing high-frequency electricity market data. As an illustration, we estimate the GDP loss caused by COVID-19 in twelve European countries during the first wave of the pandemic. Our results are almost indistinguishable from the official statistics during the first two quarters of 2020 (the correlation coefficient is 0.98) and are validated by several robustness tests. We provide estimates that are more chronologically disaggregated and up-to-date than standard macroeconomic indicators and, therefore, can provide timely information for policy evaluation in time of crisis. Our results show that pursuing "herd immunity" did not shelter from the harmful economic impacts of the first wave of the pandemic. They also suggest that coordinating policies internationally is fundamental for minimizing spillover effects from non-pharmaceutical interventions across countries.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433055PMC
http://dx.doi.org/10.1016/j.euroecorev.2021.103907DOI Listing

Publication Analysis

Top Keywords

electricity market
8
market data
8
wave pandemic
8
tracking gdp
4
gdp real-time
4
real-time electricity
4
data insights
4
insights wave
4
wave covid-19
4
covid-19 europe
4

Similar Publications

Stress and telomere length in leukocytes: Investigating the role of GABRA6 gene polymorphism and cortisol.

Psychoneuroendocrinology

January 2025

Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium. Electronic address:

Telomere length (TL) is considered a biomarker of aging, and short TL in leukocytes is related to age and stress-related health problems. Cumulative lifetime stress exposure has also been associated with shorter TL and age-related health problems, but the mechanisms are not well understood. We tested in 108 individuals whether shorter TL in leukocytes is observed in individuals with the GABRA6 TT genotype, which has been associated with dysregulation of hypothalamic-pituitary-adrenal axis activity (the main biological stress system) compared to the CC genotype.

View Article and Find Full Text PDF

Comparative Study of Bulgarian Linden Honey ( sp.).

Foods

January 2025

Department of Economics, Entrepreneurship and Management, Faculty of Economics, University of Food Technologies, 26 Maritza Blvd., 4002 Plovdiv, Bulgaria.

The present study aims to evaluate and compare some of the main indicators characterizing Bulgarian linden honey depending on the geographical origin. A total of 18 samples were collected from the six regions of Bulgaria, with 3 samples from each region taken from different producers during the 2023 harvest. The physicochemical indicators: hydroxymethylfurfural content, diastase activity, pH, color, water content and electrical conductivity, as well as organoleptic and pollen characteristics, were analyzed.

View Article and Find Full Text PDF

ConspectusLithium-ion batteries are recognized as an important electrochemical energy storage technology due to their superior volumetric and gravimetric energy densities. Graphite is widely used as the negative electrode, and its adoption enabled much of the modern portable electronics technology landscape. However, developing markets, such as electric vehicles and grid-scale storage, have increased demands, including higher energy content and a diverse materials supply chain.

View Article and Find Full Text PDF

Solution Blow Spinning: An Emerging Nanomaterials-Based Wound-Care Technology.

J Biomed Mater Res B Appl Biomater

February 2025

Department of Bioengineering, Clemson University, Clemson, South Carolina, USA.

Application of one-dimensional nanofibers have witnessed exponential growth over the past few decades and are still emerging with their excellent physicochemical and electrical properties. The driving force behind this intriguing transition lies in their unique high surface-to-volume ratio, ubiquitous nanodomains, improved tensile strength, and flexibility to incorporate deliberate functionalities required for specific and advanced applications. Besides numerous benefits, nanomaterials may adversely interact with biological tissues and potentially be cytotoxic and carcinogenic.

View Article and Find Full Text PDF

Single-molecule sequencing technology, a novel method for gene sequencing, utilizes nano-sized materials to detect electrical and fluorescent signals. Compared to traditional Sanger sequencing and next-generation sequencing technologies, it offers significant advantages, including ultra-long read lengths, rapid sequencing, and the absence of amplification steps, making it widely applicable across various fields. By examining the development and components of single-molecule sequencing technology, it becomes clear that its unique characteristics provide new opportunities for advancing metrological traceability.

View Article and Find Full Text PDF

Want 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!