Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach

Detalhes bibliográficos
Autor(a) principal: Franco, Cleiton
Data de Publicação: 2023
Outros Autores: Sampaio, Gustavo Ramos, Sampaio, Breno, Machado, Weily Toro
Tipo de documento: preprint
Idioma: por
Título da fonte: SciELO Preprints
Texto Completo: https://preprints.scielo.org/index.php/scielo/preprint/view/6458
Resumo: Daylight saving time is a policy to reduce energy consumption instituted in Brazil each year from the second week of October. This study aims to evaluate the possible effects of DST policy on accidents in Brazilian federal highways. The data of accidents of the federal highway police used cover the period 2007-2013, aggregated by day and time for each Brazilian state. The short-term effects were first appreciated on the number of accidents in the summer time input transition in states that underwent the intervention, through the regression discontinuity model. The transition to daylight saving time, about the first twenty-four days, reduce the risk of accidents on federal highways by reallocating an hour of morning light for the afternoon. Soon after it was measured the duration of the effect of the same long-term policy in all states through the differences in differences model. Both models have shown that the application of DST policy presented evidence in the reduction of the number of accidents in Brazilian federal highways. To complement the analysis, robustness tests were conducted which determined the effects of previous trends, states with higher risk of accidents, decomposition hours light and final period of daylight saving time. The results showed that the States where the DST policy was used the accidents were reduced by 10 %.
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spelling Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression ApproachEfeitos do horário de verão sobre acidentes no Brasil: Uma abordagem de Regressão DescontinuaAcidentes em rodovias FederaisRegressão descontinuaHorário de verão no BrasilAccidents on Federal HighwaysRegression discontinuity designdaylight saving time in BrazilDaylight saving time is a policy to reduce energy consumption instituted in Brazil each year from the second week of October. This study aims to evaluate the possible effects of DST policy on accidents in Brazilian federal highways. The data of accidents of the federal highway police used cover the period 2007-2013, aggregated by day and time for each Brazilian state. The short-term effects were first appreciated on the number of accidents in the summer time input transition in states that underwent the intervention, through the regression discontinuity model. The transition to daylight saving time, about the first twenty-four days, reduce the risk of accidents on federal highways by reallocating an hour of morning light for the afternoon. Soon after it was measured the duration of the effect of the same long-term policy in all states through the differences in differences model. Both models have shown that the application of DST policy presented evidence in the reduction of the number of accidents in Brazilian federal highways. To complement the analysis, robustness tests were conducted which determined the effects of previous trends, states with higher risk of accidents, decomposition hours light and final period of daylight saving time. The results showed that the States where the DST policy was used the accidents were reduced by 10 %.O horário de verão é uma política de redução do consumo de energia instituída no Brasil todos os anos a partir da segunda semana de outubro. O presente trabalho tem por objetivo avaliar os possíveis efeitos da política do horário de verão sobre os acidentes nas rodovias federais brasileiras. Os dados de ocorrência de acidentes da polícia rodoviária federal utilizados compreendem o período de 2007 a 2013, agregados por dia e hora para cada Estado brasileiro. Primeiramente foram apreciados os efeitos a curto prazo sobre o número de acidentes na transição de entrada do horário de verão nos estados que sofreram a intervenção, por meio do modelo de Regressão Descontinua. A transição para o horário de verão, aproximadamente os primeiros vinte e quatro dias, reduzem o risco de acidentes nas rodovias federais através da realocação de uma hora de luminosidade da manhã para a tarde. Logo após foi mensurada a duração do efeito da mesma política a longo prazoem todos os estados, por meio do modelo de Diferenças em Diferenças. Ambos os modelos revelaram que a aplicação da política do horário de verão apresentou evidências na redução sobre o número de acidentes nas rodovias federais brasileiras. A fim de complementar a análise, foram realizados testes de robustez que determinaram os efeitos de tendências anteriores, Estados com maior risco de acidentes, decomposição em horas de luminosidade e período final do horário de verão. Os resultados apontaram que os Estados em que a política do horário de verão foi utilizada os acidentes sofreram redução de 10% (dez por cento).SciELO PreprintsSciELO PreprintsSciELO Preprints2023-07-20info:eu-repo/semantics/preprintinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://preprints.scielo.org/index.php/scielo/preprint/view/645810.1590/SciELOPreprints.6458porhttps://preprints.scielo.org/index.php/scielo/article/view/6458/12301Copyright (c) 2023 Cleiton Franco, Gustavo Ramos Sampaio, Breno Sampaio, Weily Toro Machadohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessFranco, CleitonSampaio, Gustavo RamosSampaio, BrenoMachado, Weily Tororeponame:SciELO Preprintsinstname:Scientific Electronic Library Online (SCIELO)instacron:SCI2023-07-18T18:21:00Zoai:ops.preprints.scielo.org:preprint/6458Servidor de preprintshttps://preprints.scielo.org/index.php/scieloONGhttps://preprints.scielo.org/index.php/scielo/oaiscielo.submission@scielo.orgopendoar:2023-07-18T18:21SciELO Preprints - Scientific Electronic Library Online (SCIELO)false
dc.title.none.fl_str_mv Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
Efeitos do horário de verão sobre acidentes no Brasil: Uma abordagem de Regressão Descontinua
title Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
spellingShingle Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
Franco, Cleiton
Acidentes em rodovias Federais
Regressão descontinua
Horário de verão no Brasil
Accidents on Federal Highways
Regression discontinuity design
daylight saving time in Brazil
title_short Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
title_full Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
title_fullStr Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
title_full_unstemmed Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
title_sort Effects of daylight saving time on accidents in Brazil: A Discontinuous Regression Approach
author Franco, Cleiton
author_facet Franco, Cleiton
Sampaio, Gustavo Ramos
Sampaio, Breno
Machado, Weily Toro
author_role author
author2 Sampaio, Gustavo Ramos
Sampaio, Breno
Machado, Weily Toro
author2_role author
author
author
dc.contributor.author.fl_str_mv Franco, Cleiton
Sampaio, Gustavo Ramos
Sampaio, Breno
Machado, Weily Toro
dc.subject.por.fl_str_mv Acidentes em rodovias Federais
Regressão descontinua
Horário de verão no Brasil
Accidents on Federal Highways
Regression discontinuity design
daylight saving time in Brazil
topic Acidentes em rodovias Federais
Regressão descontinua
Horário de verão no Brasil
Accidents on Federal Highways
Regression discontinuity design
daylight saving time in Brazil
description Daylight saving time is a policy to reduce energy consumption instituted in Brazil each year from the second week of October. This study aims to evaluate the possible effects of DST policy on accidents in Brazilian federal highways. The data of accidents of the federal highway police used cover the period 2007-2013, aggregated by day and time for each Brazilian state. The short-term effects were first appreciated on the number of accidents in the summer time input transition in states that underwent the intervention, through the regression discontinuity model. The transition to daylight saving time, about the first twenty-four days, reduce the risk of accidents on federal highways by reallocating an hour of morning light for the afternoon. Soon after it was measured the duration of the effect of the same long-term policy in all states through the differences in differences model. Both models have shown that the application of DST policy presented evidence in the reduction of the number of accidents in Brazilian federal highways. To complement the analysis, robustness tests were conducted which determined the effects of previous trends, states with higher risk of accidents, decomposition hours light and final period of daylight saving time. The results showed that the States where the DST policy was used the accidents were reduced by 10 %.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-20
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dc.identifier.uri.fl_str_mv https://preprints.scielo.org/index.php/scielo/preprint/view/6458
10.1590/SciELOPreprints.6458
url https://preprints.scielo.org/index.php/scielo/preprint/view/6458
identifier_str_mv 10.1590/SciELOPreprints.6458
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://preprints.scielo.org/index.php/scielo/article/view/6458/12301
dc.rights.driver.fl_str_mv Copyright (c) 2023 Cleiton Franco, Gustavo Ramos Sampaio, Breno Sampaio, Weily Toro Machado
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Cleiton Franco, Gustavo Ramos Sampaio, Breno Sampaio, Weily Toro Machado
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv SciELO Preprints
SciELO Preprints
SciELO Preprints
publisher.none.fl_str_mv SciELO Preprints
SciELO Preprints
SciELO Preprints
dc.source.none.fl_str_mv reponame:SciELO Preprints
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instname_str Scientific Electronic Library Online (SCIELO)
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