Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe

DOI

This dataset includes the data and code necessary to reproduce the results from the manuscript titled ‘Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe’. The dataset examines fuel consumption changes from 2020 to 2022 against the same month in 2019. It uses quantile regression to explore the relationship between fuel consumption and other factors, applies the Gradient Boosting Machines (GBM) algorithm to rank COVID-19 policy impacts on fuel consumption, and conducts a placebo analysis to confirm the parallel-trend assumption. It also considers the lasting effect of COVID-19 confinement policies and the influence of prices on fuel consumption through their elasticities.

R, 4.4.0

Identifier
DOI https://doi.org/10.34810/data2093
Related Identifier IsCitedBy https://ddd.uab.cat/record/293358
Metadata Access https://dataverse.csuc.cat/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34810/data2093
Provenance
Creator Patino-Artaza, Helena ORCID logo; King, Lewis ORCID logo; Savin, Ivan ORCID logo
Publisher CORA.Repositori de Dades de Recerca
Contributor Patino-Artaza, Helena; Universitat Autònoma Barcelona
Publication Year 2025
Funding Reference Ministerio de Ciencia e Innovación 'María Maeztu' CEX2019-000940-M ; European Commission 101056891
Rights CC0 1.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/publicdomain/zero/1.0
OpenAccess true
Contact Patino-Artaza, Helena (Universitat Autònoma de Barcelona. Institut de Ciència i Tecnologia Ambientals)
Representation
Resource Type Observation data/ratings; Dataset
Format text/x-r-notebook; text/csv; text/tab-separated-values; text/plain
Size 41196; 59748; 20620; 219060; 60402; 3817; 12485
Version 1.0
Discipline Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Life Sciences; Social Sciences; Social and Behavioural Sciences; Soil Sciences