Crescimento Econômico e Investimento público em infraestrutura de transportes no Brasil: uma análise de causalidade temporal

Autores/as

DOI:

https://doi.org/10.52292/j.estudecon.2025.3907

Palabras clave:

Public investment in transport, economic growth, Granger causality test

Resumen

O objetivo do presente estudo é investigar a direção da causalidade entre investimentos públicos federais no setor de infraestrutura de transportes e crescimento econômico no Brasil e nos Estados/Distrito Federal, no período de 1995 a 2021. Foi analisada a estacionariedade das séries temporais, considerando-se a presença de quebras estruturais. Em seguida, foram estimados modelos autorregressivos e de defasagens distribuídas (ARDL). Os resultados econométricos obtidos indicaram a existência de uma relação de bi-causalidade de Granger entre as variáveis analisadas. Em termos de implicações de políticas, investimentos em infraestrutura de transportes incrementam o crescimento econômico, e este crescimento gera uma maior demanda por bens e serviços públicos em infraestrutura, impulsionando mais investimentos no setor

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Alam, K. M., Li, X., Baig, S., Ghanem, O. & Hanif, S. (2021). Causality between Transportation infrastructure and economic Development in Pakistan: An ARDL analysis. Research in Transportation Economics, 88, [100974]. https://doi.org/10.1016/j.retrec.2020.100974

Andrade, A. & Bacciotti, R. (2020). A política fiscal no Brasil e a relação com o crescimento econômico. In: F. Salto & J. Pellegrini, (Org). Contas Públicas no Brasil. (pp. 57-78). São Paulo: Saraiva Educação.

Andres, L.A, Fenwick, C., & Biller, S. A. D. (2022). Brazil Infrastructure Assessment: Synthesis Report. (World Bank Group, Report No. 174544). http://documents.worldbank.org/curated/en/099140006292213309/P1745440133da50c0a2630ad342de1ac83

Bamba, M., Combes, J. L. & Minea, A. (2020). The effects of fiscal consolidations on the composition of government spending. Applied Economics, 52(14), 1517-1532. https://doi.org/10.1080/00036846.2019.1676392

Benavides, D. R., Vemegas-Martínez, F. & Santiago, V. L. (2013). La ley de Wagner versus la hipótesis keynesiana: el caso de México, 1950-2009. Investigación económica, 72(283), 69-98. https://doi.org/10.1016/S0185-1667(13)72587-6

Berg, C. N., Deichmann, U., Liu, Y. & Selod, H. (2017). Transport policies and development. Journal of Development Studies, 53(4), 465-480. https://doi.org/10.1080/00220388.2016.1199857

Bertussi, G. L. & Ellery Junior, R. (2012). Infraestrutura de transporte e crescimento econômico no Brasil. Journal of Transport Literature, 6(4), 101-132. https://dx.doi.org/10.1590/S2238-10312012000400006

Beyzatlar, M. A., Karacal, M. & Yetkiner, H. (2014). Granger-causality between transportation and GDP: A panel data approach. Transportation Research Part A: Policy and Practice, 63, 43-55. https://doi.org/10.1016/j.tra.2014.03.001

Campbell, J. Y. & Perron, P. (1991). Pitfalls and opportunities: what macroeconomists should know about unit roots. In NBER Macroeconomics Annual, 6, pp.141-201. https://doi.org/10.1086/654163

Confederação Nacional dos Transportes - CNT (2022). Pesquisa CNT de Rodovias 2022. Acesso em 20 de Junho de 2023. https://cnt.org.br/documento/6b24f1b4-9081-485d-835d-c8aafac2b708

Couri, D. & Bijus, P. (2022) Subsídios para uma reforma orçamentária no Brasil. In: F. Salto, J. Villaverde & L. Karpuska (Org.). Reconstrução: o Brasil dos anos 20. (pp 408-432). São Paulo: Saraiva Educação.

de Borja Reis, C. F., de Araújo, E. C. & Gonzales, E. O. (2019). Public investment boosted private investment in Brazil between 1982 and 2013. Journal of Economic Issues, 53(3), 813-840. https://doi.org/10.1080/00213624.2019.1644931

Easterly, W. & Serven, L. (Eds.). (2003). The limits of stabilization: infrastructure, public deficits and growth in Latin America. Washington DC: World Bank Publications. https://openknowledge.worldbank.org/server/api/core/bitstreams/a3be8393-ae64-5ba0-aac7-17ffa5bea57a/content

Engle, R. F. & Granger, C. W. J. (1987). Cointegration and error correction: representation, estimation, and testing. Econometrica, 55(2), 251-276. http://dx.doi.org/10.2307/1913236

Farhadi, M. (2015). Transport infrastructure and long-run economic growth in OECD countries. Transportation Research Part A: Policy and Practice, 74, 73-90. https://doi.org/10.1016/j.tra.2015.02.006

Gadelha, S. R. B. (2011). Política fiscal anticíclica, crise financeira internacional e crescimento econômico no Brasil. Brazilian Journal of Political Economy, 31(5), 794-812. https://doi.org/10.1590/S0101-31572011000500006

Gadelha, S. R. B. & Divino, J. A. (2013). Uma análise da ciclicidade da política fiscal brasileira. Estudos Econômicos, 43 (4), 711-743. https://doi.org/10.1590/S0101-41612013000400004

Granger, C. W. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424-438. https://doi.org/10.2307/1912791

Gujarati, D. N. & Porter, D. C. (2011). Econometria Básica. (5a ed.). México: McGraw Hill. https://fvela.files.wordpress.com/2012/10/econometria-damodar-n-gujarati-5ta-ed.pdf

Irandoust, M. (2019). Wagner on government spending and national income: A new look at an old relationship. Journal of Policy Modeling, 41(4), 636-646. https://doi.org/10.1016/j.jpolmod.2019.02.003

Johansen, S. & Juselius, K (1990). Maximum Likelihood Estimation and Inference on Cointegration—With Applications to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. http://dx.doi.org/10.1111/j.1468-0084.1990.mp52002003.x

Kumo, W. L. (2012). Infrastructure investment and economic growth in South Africa: A granger causality analysis. (African Development Bank Group, Working paper series No. 160). https://www.afdb.org/sites/default/files/documents/publications/working_paper_160_-_infrastructure_investment_and_economic_growth_in_south_africa_a_granger_causality_analysis.pdf

Lanne, M., Lütkepohl, H. & Saikkonen, P. (2002). Comparison of unit root tests for time series with level shifts. Journal of time series analysis, 23(6), 667-685. https://doi.org/10.1111/1467-9892.00285

Lanne, M., Lütkepohl, H. & Saikkonen, P. (2003). Test procedures for unit roots in time series with level shifts at unknown time. Oxford Bulletin of Economics and Statistics, 65(1), 91-115. https://doi.org/10.1111/1468-0084.00036

Laurenceson, J. & Chai, J. C. H. (1998). Financial liberalization and financial depth in China. Savings and Development, 22(4), 393-413. http://www.jstor.org/stable/25830668

Maddala, G. S. & Kim, I-M. (2000). Unit roots, cointegration, and structural change. Themes in modern econometrics. Cambridge: Cambridge University Press. https://doi.org/10.1017/CBO9780511751974

Magazzino, C. (2012). Wagner versus Keynes: Public spending and national income in Italy. Journal of Policy Modeling, 34(6), 890-905. https://doi.org/10.1016/j.jpolmod.2012.05.012

Mohmand, Y. T, Mehmood, F, Mughal, K. S. & Aslam, F. (2021). Investigating the causal Relationship between transport infrastructure, economic growth and transport emissions in Pakistan. Research in Transportation Economics, 88, [1009742]. https://doi.org/10.1016/j.retrec.2020.100972

Monteiro, S. (2022). Necessidade de retomada dos investimentos deve influenciar debate sobre futuro do teto de gastos. [Posteado em blog da Conjuntura Econômica]. https://ibre.fgv.br/blog-da-conjuntura-economica/artigos/necessidade-de-retomada-dos-investimentos-deve-influenciar

Orair, R. O. & Siqueira, F. D. F. (2018). Investimento público no Brasil e suas relações com ciclo econômico e regime fiscal. Economia e Sociedade, 27(3), 939-969. https://doi.org/10.1590/1982-3533.2018v27n3art9

Ouattara, B (2004). Foreign aid and fiscal policy in Senegal. [Mimeo]. Manchester: University of Manchester.

Perron, P. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica, 57(6), 1361-1401. https://doi.org/10.2307/1913712

Pinto, V.; Salto, F. S. & Tinoco, G. (2022). Regras Fiscais e a responsabilidade com as contas públicas. In: F. Salto, J. Villaverde & L. Karpuska (Org.). Reconstrução: o Brasil dos anos 20. (pp 385-405). São Paulo: Saraiva Educação.

Pesaran, M. H. & Shin, Y. (1998). An Autoregressive Distributed Lag Modelling Approach to Cointegration Analysis. In S. Strom (Ed.), Econometrics and Economic Theory in the 20th century: The Ragnar Frish Centennial Symposium. (pp. 371-413). Cambridge: Cambridge University Press. https://doi.org/10.1017/CCOL0521633230.011

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. https://doi.org/10.1002/jae.616

Raiser, M., Clarke, R., Procee, P., Brinceño-Garmendia, C., Kikoni, E.,Kizito, J. & Viñuela, L. (2017), Back to planning: How to close Brazil’s infrastructure gap in times of austerity. (World Bank Group, Report No. 117392-BR). https://doi.org/10.1596/28286

Rocha, I. (2022). Infraestrutura: diagnóstico e propostas. In: F. Salto, J. Villaverde & L. Karpuska (Org.). Reconstrução: o Brasil dos anos 20. (pp 434-450). São Paulo: Saraiva Educação.

Saikkonen, P. & Lütkepohl, H. (2002). Testing for a unit root in a time series with a level shift at unknown time. Econometric theory, 18(2), 313-348. https://doi.org/10.1017/S0266466602182053

Schuknecht, L. & Zemanek, H. (2018). Social dominance. (CESifo Working Papers Series No. 6894). http://dx.doi.org/10.2139/ssrn.3164036

Servén, L. (2007). Fiscal rules, public investment, and growth. (World Bank Group, Policy Research Working Paper No. 4382). https://documents1.worldbank.org/curated/en/782521468175442672/pdf/wps4382.pdf

Triches, D. & Bertussi, L. A. S. (2017). Multicointegração e sustentabilidade da política fiscal no Brasil com regime de quebras estruturais (1997-2015). Revista Brasileira de Economia, 71(3), 379-394. https://doi.org/10.5935/0034-7140.20170018

Vogelsang, T. J., & Perron, P. (1998). Additional tests for a unit root allowing for a break in the trend function at an unknown time. International Economic Review, 39(4), 1073-1100. https://doi.org/10.2307/2527353

Wagner, A. (1911). Staat in nationalökonomischer Hinsicht. Handwörterbuch der Staatswissenschaften, 7, 743-745.

Wagner, A. (1911). Staat in nationalökonomischer Hinsicht. Handwörterbuch der Staatswissenschaften, 743-745. (3a ed., Book 7). Jena: Lexis.

Yu, N., De Jong, M., Storm, S. & Mi, J. (2012). Transport infrastructure, spatial clusters and regional economic growth in China. Transport Reviews, 32(1), 3-28. https://doi.org/10.1080/01441647.2011.603104

Publicado

2025-01-04

Cómo citar

Gadelha, S. R. de B., & Soares da Silva, C. A. . (2025). Crescimento Econômico e Investimento público em infraestrutura de transportes no Brasil: uma análise de causalidade temporal. Estudios económicos, 42(84), 185–210. https://doi.org/10.52292/j.estudecon.2025.3907

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