DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | |
Tipo de documento: | Artigo |
Idioma: | por |
Título da fonte: | Análise Econômica (Online) |
Texto Completo: | https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/87271 |
Resumo: | The demand for trucks in Brazil has historically been an unusual choice for econometric analysis, resulting in a scarcity of studies on this subject, inconsistent with the economic relevance of road freight transport and its historical dominance over any other means of transport in the country. As a consequence, there is no study published in Brazil exclusively addressing the demand for trucks. This paper addresses the demand for trucks in Brazil, making extensive use of secondary data in multiple linear regression models. Besides the choice of the subject itself, it innovates by including expectationalvariables to the analysis. In comparison to the surveyed studies on passenger car demand, further improvements were undertaken, as the split of GDP in sectors (agriculture, industry and services), the use of lagged variables, and a twenty three years long timeframe (from 1996 to 2018). Results show that variables typically adopted on automotive demand studies are also relevant to demand for trucks as price, credit and income (represented by three components of GDP). Expectational variables (represented by GDP forecast, industry surveys and even Ipovespa performance) were a valid addition to the model. The results deepen the knowledge about the truck market behavior and allow an improvement of the quality of decision making in the truck industry. |
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DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACHA DEMANDA POR CAMINHÕES NO BRASIL: UMA ABORDAGEM ECONOMÉTRICAdemanda veicularmercado de caminhõesestudo econométrico de demandademanda de caminhões no Brasilvendas de caminhõesdemanda de veículos comerciais de cargamodelo econométrico de demanda de caminhões no BrasilL62E27vehicular demandtruck marketeconometric study of demandtruck demand in Braziltruck salescommercial cargo vehicles demandeconometric model of truck demand in BrazilL62E2The demand for trucks in Brazil has historically been an unusual choice for econometric analysis, resulting in a scarcity of studies on this subject, inconsistent with the economic relevance of road freight transport and its historical dominance over any other means of transport in the country. As a consequence, there is no study published in Brazil exclusively addressing the demand for trucks. This paper addresses the demand for trucks in Brazil, making extensive use of secondary data in multiple linear regression models. Besides the choice of the subject itself, it innovates by including expectationalvariables to the analysis. In comparison to the surveyed studies on passenger car demand, further improvements were undertaken, as the split of GDP in sectors (agriculture, industry and services), the use of lagged variables, and a twenty three years long timeframe (from 1996 to 2018). Results show that variables typically adopted on automotive demand studies are also relevant to demand for trucks as price, credit and income (represented by three components of GDP). Expectational variables (represented by GDP forecast, industry surveys and even Ipovespa performance) were a valid addition to the model. The results deepen the knowledge about the truck market behavior and allow an improvement of the quality of decision making in the truck industry.A demanda por caminhões no Brasil tem sido historicamente uma escolha incomum para análise econométrica, resultando em uma escassez de estudos sobre esse assunto, inconsistente com a relevância econômica do transporte rodoviário de mercadorias e seu domínio histórico sobre qualquer outro meio de transporte no país. Resulta que não há nenhum estudo publicado no Brasil abordando exclusivamente a demanda por caminhões. Este artigo aborda a demanda por caminhões no Brasil, fazendo uso extensivo de dados secundários em modelos de regressão linear. Além da escolha do assunto em si, este estudo inova ao incluir variáveis expectacionais na análise. Em comparação com os estudos pesquisados sobre a demanda de carros de passageiros, outras melhorias foram realizadas, como a decomposição do PIB em setores (agropecuária, indústria e serviços), o uso de variáveis defasadas e a utilização de dados de um período de 23 anos (de 1996 a 2018). Os resultados demonstram que variáveis tipicamente adotadas em estudos de demanda automotiva também são relevantes para a demanda de caminhões, como preço, crédito e renda (representada pelos três componentes do PIB). Variáveis de natureza expectational (representadas pela expectativa de PIB, sondagens da indústria e, mesmo, variações do Ibovespa) se mostraram uma adição válida ao modelo. As conclusões deste estudo permitem uma melhor compreensão do comportamento do mercado de caminhões no Brasil, potencialmente auxiliando na tomada de decisões dos integrantes dessa indústria.UFRGS2022-03-31info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/8727110.22456/2176-5456.87271Análise Econômica; Vol. 40 No. 81 (2022): Março/2022Análise Econômica; v. 40 n. 81 (2022): Março/20222176-54560102-9924reponame:Análise Econômica (Online)instname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSporhttps://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/87271/84505Copyright (c) 2022 Análise Econômicahttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessGonçalves, Carlos Aurélio BustamanteManfredini-Oliveira, Antonio Carlos2022-12-12T20:38:16Zoai:seer.ufrgs.br:article/87271Revistahttps://seer.ufrgs.br/index.php/AnaliseEconomicaPUBhttps://seer.ufrgs.br/index.php/AnaliseEconomica/oai||rae@ufrgs.br2176-54560102-9924opendoar:2022-12-12T20:38:16Análise Econômica (Online) - Universidade Federal do Rio Grande do Sul (UFRGS)false |
dc.title.none.fl_str_mv |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH A DEMANDA POR CAMINHÕES NO BRASIL: UMA ABORDAGEM ECONOMÉTRICA |
title |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
spellingShingle |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH Gonçalves, Carlos Aurélio Bustamante demanda veicular mercado de caminhões estudo econométrico de demanda demanda de caminhões no Brasil vendas de caminhões demanda de veículos comerciais de carga modelo econométrico de demanda de caminhões no Brasil L62 E27 vehicular demand truck market econometric study of demand truck demand in Brazil truck sales commercial cargo vehicles demand econometric model of truck demand in Brazil L62 E2 |
title_short |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
title_full |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
title_fullStr |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
title_full_unstemmed |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
title_sort |
DEMAND FOR TRUCKS IN BRAZIL: AN ECONOMETRIC APPROACH |
author |
Gonçalves, Carlos Aurélio Bustamante |
author_facet |
Gonçalves, Carlos Aurélio Bustamante Manfredini-Oliveira, Antonio Carlos |
author_role |
author |
author2 |
Manfredini-Oliveira, Antonio Carlos |
author2_role |
author |
dc.contributor.author.fl_str_mv |
Gonçalves, Carlos Aurélio Bustamante Manfredini-Oliveira, Antonio Carlos |
dc.subject.por.fl_str_mv |
demanda veicular mercado de caminhões estudo econométrico de demanda demanda de caminhões no Brasil vendas de caminhões demanda de veículos comerciais de carga modelo econométrico de demanda de caminhões no Brasil L62 E27 vehicular demand truck market econometric study of demand truck demand in Brazil truck sales commercial cargo vehicles demand econometric model of truck demand in Brazil L62 E2 |
topic |
demanda veicular mercado de caminhões estudo econométrico de demanda demanda de caminhões no Brasil vendas de caminhões demanda de veículos comerciais de carga modelo econométrico de demanda de caminhões no Brasil L62 E27 vehicular demand truck market econometric study of demand truck demand in Brazil truck sales commercial cargo vehicles demand econometric model of truck demand in Brazil L62 E2 |
description |
The demand for trucks in Brazil has historically been an unusual choice for econometric analysis, resulting in a scarcity of studies on this subject, inconsistent with the economic relevance of road freight transport and its historical dominance over any other means of transport in the country. As a consequence, there is no study published in Brazil exclusively addressing the demand for trucks. This paper addresses the demand for trucks in Brazil, making extensive use of secondary data in multiple linear regression models. Besides the choice of the subject itself, it innovates by including expectationalvariables to the analysis. In comparison to the surveyed studies on passenger car demand, further improvements were undertaken, as the split of GDP in sectors (agriculture, industry and services), the use of lagged variables, and a twenty three years long timeframe (from 1996 to 2018). Results show that variables typically adopted on automotive demand studies are also relevant to demand for trucks as price, credit and income (represented by three components of GDP). Expectational variables (represented by GDP forecast, industry surveys and even Ipovespa performance) were a valid addition to the model. The results deepen the knowledge about the truck market behavior and allow an improvement of the quality of decision making in the truck industry. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-03-31 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/87271 10.22456/2176-5456.87271 |
url |
https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/87271 |
identifier_str_mv |
10.22456/2176-5456.87271 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://seer.ufrgs.br/index.php/AnaliseEconomica/article/view/87271/84505 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 Análise Econômica http://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 Análise Econômica http://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
UFRGS |
publisher.none.fl_str_mv |
UFRGS |
dc.source.none.fl_str_mv |
Análise Econômica; Vol. 40 No. 81 (2022): Março/2022 Análise Econômica; v. 40 n. 81 (2022): Março/2022 2176-5456 0102-9924 reponame:Análise Econômica (Online) instname:Universidade Federal do Rio Grande do Sul (UFRGS) instacron:UFRGS |
instname_str |
Universidade Federal do Rio Grande do Sul (UFRGS) |
instacron_str |
UFRGS |
institution |
UFRGS |
reponame_str |
Análise Econômica (Online) |
collection |
Análise Econômica (Online) |
repository.name.fl_str_mv |
Análise Econômica (Online) - Universidade Federal do Rio Grande do Sul (UFRGS) |
repository.mail.fl_str_mv |
||rae@ufrgs.br |
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1799766268425797632 |