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

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...

Full description

Bibliographic Details
Authors: Patino-Artaza, Helena, King, Lewis, Savin, Ivan
Format: conjunto de datos
Publication Date:2023
Country:España
Institution:Consorci de Serveis Universitaris de Catalunya (CSUC)
Repository:CORA.Repositori de Dades de Recerca
OAI Identifier:oai:dnet:cora.rdr____::bdeab6e3579b93d18f64605c7c8dba43
Online Access:https://doi.org/10.34810/DATA2093
Access Level:Open access
Keyword:Social Sciences
Transport emissions
Coronavirus
Pandemic
Policy stringency
Behavioural change
id ES_0e1fd876ff09e2f75e983da1d89106eb
oai_identifier_str oai:dnet:cora.rdr____::bdeab6e3579b93d18f64605c7c8dba43
network_acronym_str ES
network_name_str España
repository_id_str
spelling Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in EuropePatino-Artaza, HelenaKing, LewisSavin, IvanSocial SciencesTransport emissionsCoronavirusPandemicPolicy stringencyBehavioural changeThis 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.CORA.Repositori de Dades de RecercaKing, Lewis Carl2023info:eu-repo/semantics/datasethttps://doi.org/10.34810/DATA2093Eurostat. (2023b). Supply and transformation of oil and petroleum products - monthly data [Dataset]. https://ec.europa.eu/eurostat/databrowser/view/NRG_CB_OILM$DEFAULTVIEW/default/table?lang=en -- Eurostat. (2023c). Harmonised index of consumer prices (HICP) - Monthly data index [Dataset]. https://ec.europa.eu/eurostat/databrowser/view/PRC_HICP_MIDX/default/table?lang=en -- Hale, T., Angrist, N., Goldszmidt, R., Kira, B., Petherick, A., Phillips, T., ... & Tatlow, H. (2021). A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker). Nature human behaviour, 5(4), 529-538. https://doi.org/10.1038/s41562-021-01079-8 -- UK Government. (2023a). Energy Trends: UK oil and oil products [Dataset]. https://www.gov.uk/government/statistics/oil-and-oil-products-section-3-energy-trends -- UK Government. (2023b). Consumer price inflation tables - Office for National Statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/consumerpriceinflationreponame:CORA.Repositori de Dades de Recercainstname:Consorci de Serveis Universitaris de Catalunya (CSUC)Inglésinfo:eu-repo/semantics/openAccessCC0 1.0oai:dnet:cora.rdr____::bdeab6e3579b93d18f64605c7c8dba432026-06-17T12:20:17Z
dc.title.none.fl_str_mv Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
title Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
spellingShingle Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
Patino-Artaza, Helena
Social Sciences
Transport emissions
Coronavirus
Pandemic
Policy stringency
Behavioural change
title_short Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
title_full Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
title_fullStr Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
title_full_unstemmed Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
title_sort Replication data for: Did COVID-19 really change our lifestyles? Evidence from transport energy consumption in Europe
dc.creator.none.fl_str_mv Patino-Artaza, Helena
King, Lewis
Savin, Ivan
author Patino-Artaza, Helena
author_facet Patino-Artaza, Helena
King, Lewis
Savin, Ivan
author_role author
author2 King, Lewis
Savin, Ivan
author2_role author
author
dc.contributor.none.fl_str_mv King, Lewis Carl
dc.subject.none.fl_str_mv Social Sciences
Transport emissions
Coronavirus
Pandemic
Policy stringency
Behavioural change
topic Social Sciences
Transport emissions
Coronavirus
Pandemic
Policy stringency
Behavioural change
description 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.
publishDate 2023
dc.date.none.fl_str_mv 2023
dc.type.none.fl_str_mv info:eu-repo/semantics/dataset
format dataset
dc.identifier.none.fl_str_mv https://doi.org/10.34810/DATA2093
url https://doi.org/10.34810/DATA2093
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
CC0 1.0
eu_rights_str_mv openAccess
rights_invalid_str_mv CC0 1.0
dc.publisher.none.fl_str_mv CORA.Repositori de Dades de Recerca
publisher.none.fl_str_mv CORA.Repositori de Dades de Recerca
dc.source.none.fl_str_mv Eurostat. (2023b). Supply and transformation of oil and petroleum products - monthly data [Dataset]. https://ec.europa.eu/eurostat/databrowser/view/NRG_CB_OILM$DEFAULTVIEW/default/table?lang=en -- Eurostat. (2023c). Harmonised index of consumer prices (HICP) - Monthly data index [Dataset]. https://ec.europa.eu/eurostat/databrowser/view/PRC_HICP_MIDX/default/table?lang=en -- Hale, T., Angrist, N., Goldszmidt, R., Kira, B., Petherick, A., Phillips, T., ... & Tatlow, H. (2021). A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker). Nature human behaviour, 5(4), 529-538. https://doi.org/10.1038/s41562-021-01079-8 -- UK Government. (2023a). Energy Trends: UK oil and oil products [Dataset]. https://www.gov.uk/government/statistics/oil-and-oil-products-section-3-energy-trends -- UK Government. (2023b). Consumer price inflation tables - Office for National Statistics [Dataset]. https://www.ons.gov.uk/economy/inflationandpriceindices/datasets/consumerpriceinflation
reponame:CORA.Repositori de Dades de Recerca
instname:Consorci de Serveis Universitaris de Catalunya (CSUC)
instname_str Consorci de Serveis Universitaris de Catalunya (CSUC)
reponame_str CORA.Repositori de Dades de Recerca
collection CORA.Repositori de Dades de Recerca
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869403378157617152
score 15,812429

Similar Items