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Sectoral and aggregate response to oil price shocks in the Colombian economy: SVAR and Local Projections approach

Author

Listed:
  • Neville Francis

    (University of North Carolina)

  • Sergio Restrepo-Angel

    (Banco de la República de Colombia)

Abstract

We employ Structural Vector Autoregressive (SVAR) and Jordà’s (2005) Local Projection approaches to analyze the impact of a shock to international oil prices on the aggregate economy and three sectoral activities in Colombia: Agriculture, Mining and Industry. As an oil producer and exporter, this analysis is relevant due to the importance of the oil sector for Colombia’s economy. Using data from 2000:Q1 to 2017:Q3, our results show that a positive shock to the price of oil increases Gross Domestic Product, lowers risk perception, appreciates the exchange rate, and leads to the adoption of contractionary monetary policy. An inflation-targeting scheme with flexible exchange rate makes both inflation and Foreign Direct Investment (FDI) non-responsive to the shock. Results at the sectoral level are mixed. Agriculture’s FDI, production and Producer Price Index (PPI) are unaffected by the shock. Industry’s production falls between the second and fifth quarters after the shock, with no significant responses in its PPI and FDI. Finally, the FDI and PPI respond positively in the Mining sector. **** RESUMEN: Usando Vectores Autorregresivos Estructurales (SVAR) y proyecciones locales (Jordà’s (2005)) analizamos el impacto de choques temporales no anticipados en los precios del petróleo sobre el agregado de la economía y tres sectores: agricultura, minería e industria. Dada su condición exportadora de petróleo, el presente análisis cobra especial importancia en Colombia. Usando datos desde 2000:T1 a 2017:T3, los resultados muestran que un choque positivo al precio del petróleo incrementa el Producto Interno Bruto (PIB), disminuye la percepción de riesgo internacional, aprecia la tasa de cambio e induce la adopción de una política monetaria contractiva. El esquema de inflación objetivo con tipo de cambio flexible hace que tanto la inflación como la inversión extranjera directa (IED) no respondan de manera significativa al choque. A nivel sectorial se presentan resultados mixtos. El sector agrícola no presenta impactos significativos en IED, PIB y en los precios al productor (IPP). En el sector industrial, el PIB disminuye entre el segundo y el quinto trimestre luego de recibir el choque, con respuestas no significativas en el IPP e IED. Finalmente, en el sector minero tanto la IED como el IPP responden de manera positiva.

Suggested Citation

  • Neville Francis & Sergio Restrepo-Angel, 2018. "Sectoral and aggregate response to oil price shocks in the Colombian economy: SVAR and Local Projections approach," Borradores de Economia 1055, Banco de la Republica de Colombia.
    • Handle: RePEc:bdr:borrec:1055
    DOI: 10.32468/be.1055
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    References listed on IDEAS

    as
    1. Ligia Alba Melo-Becerra & Jorge Enrique Ramos-Forero & Ligia Marcela Parrado-Galvis & Hector Manuel Zarate-Solano, 2016. "Bonanzas y crisis de la actividad petrolera y su efecto sobre la economía colombiana," Borradores de Economia 961, Banco de la Republica de Colombia.
    2. Whitney Newey & Kenneth West, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    3. Amaira Bouzid, 2012. "The Relationship of Oil Prices and Economic Growthin Tunisia: A Vector Error Correction Model Analysis," Romanian Economic Journal, Department of International Business and Economics from the Academy of Economic Studies Bucharest, vol. 15(43), pages 3-22, March.
    4. Davis, Steven J. & Haltiwanger, John, 2001. "Sectoral job creation and destruction responses to oil price changes," Journal of Monetary Economics, Elsevier, vol. 48(3), pages 465-512, December.
    5. Peter Ferderer, J., 1996. "Oil price volatility and the macroeconomy," Journal of Macroeconomics, Elsevier, vol. 18(1), pages 1-26.
    6. Aizenman, Joshua & Edwards, Sebastian & Riera-Crichton, Daniel, 2012. "Adjustment patterns to commodity terms of trade shocks: The role of exchange rate and international reserves policies," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 1990-2016.
    7. Ali Ahmed, Huson Joher & Wadud, I.K.M. Mokhtarul, 2011. "Role of oil price shocks on macroeconomic activities: An SVAR approach to the Malaysian economy and monetary responses," Energy Policy, Elsevier, vol. 39(12), pages 8062-8069.
    8. Ben S. Bernanke & Mark Gertler & Mark Watson, 1997. "Systematic Monetary Policy and the Effects of Oil Price Shocks," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 91-157.
    9. Valerie A. Ramey & Sarah Zubairy, 2018. "Government Spending Multipliers in Good Times and in Bad: Evidence from US Historical Data," Journal of Political Economy, University of Chicago Press, vol. 126(2), pages 850-901.
    10. Gyan Pradhan & Zeljan Schuster & Kamal Upadhyaya, 2004. "Exchange rate uncertainty and the level of investment in selected South-east Asian countries," Applied Economics, Taylor & Francis Journals, vol. 36(19), pages 2161-2165.
    11. Franz Hamann & Jesús Bejarano & Diego Rodríguez, 2015. "Monetary policy implications for an oil-exporting economy of lower long-run international oil prices," Borradores de Economia 871, Banco de la Republica de Colombia.
    12. Jorge Toro & Aarón Garavito & David Camilo López & Enrique Montes, 2015. "El choque petrolero y sus implicaciones en la economía colombiana," Borradores de Economia 906, Banco de la Republica de Colombia.
    13. Takuji Fueki & Hiroka Higashi & Naoto Higashio & Jouchi Nakajima & Shinsuke Ohyama & Yoichiro Tamanyu, 2016. "Identifying Oil Price Shocks and Their Consequences:Role of Expectations and Financial Factors in the Crude Oil Market," Bank of Japan Working Paper Series 16-E-17, Bank of Japan.
    14. Hooker, Mark A, 2002. "Are Oil Shocks Inflationary? Asymmetric and Nonlinear Specifications versus Changes in Regime," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(2), pages 540-561, May.
    15. Rafiq, Shuddhasawtta & Salim, Ruhul & Bloch, Harry, 2009. "Impact of crude oil price volatility on economic activities: An empirical investigation in the Thai economy," Resources Policy, Elsevier, vol. 34(3), pages 121-132, September.
    16. Kuper, Gerard H., 2002. "Measuring oil price volatility," Research Report 02C43, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    17. Andrés González & Segio Ocampo & Julián Pérez & Diego Rodríguez, 2013. "Output Gap and Neutral Interest Measures of Colombia," Monetaria, CEMLA, vol. 0(2), pages 231-286, July-Dece.
    18. Jorge Toro & Aar�n Garavito & David Camilo L�pez & Enrique Montes, 2015. "El choque petrolero y sus implicaciones en la econom�a colombiana," Borradores de Economia 13829, Banco de la Republica.
    19. Amber Fatima & Abdul Waheed, 2011. "Effects of Macroeconomic Uncertainty on Investment and Economic Growth: Evidence from Pakistan," Transition Studies Review, Springer;Central Eastern European University Network (CEEUN), vol. 18(1), pages 112-123, September.
    20. Lutz Kilian & Robert J. Vigfusson, 2009. "Pitfalls in estimating asymmetric effects of energy price shocks," International Finance Discussion Papers 970, Board of Governors of the Federal Reserve System (U.S.).
    21. Torul Orhan & Alper C. Emre, 2010. "Asymmetric Effects of Oil Prices on the Manufacturing Sector in Turkey," Review of Middle East Economics and Finance, De Gruyter, vol. 6(1), pages 90-105, July.
    22. Anastasios G. Malliaris & Ramaprasad Bhar, 2011. "Dividends, Momentum, and Macroeconomic Variables as Determinants of the US Equity Premium Across Economic Regimes," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 3(1), pages 27-53, April.
    23. Camilo Alberto Cárdenas-Hurtado & Aaron Levi Garavito-Acosta & Jorge Hernán Toro-Córdoba, 2018. "Asymmetric Effects of Terms of Trade Shocks on Tradable and Non-tradable Investment Rates: The Colombian Case," Borradores de Economia 1043, Banco de la Republica de Colombia.
    24. John Elder & Apostolos Serletis, 2010. "Oil Price Uncertainty," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(6), pages 1137-1159, September.
    25. Cushman, David O. & Zha, Tao, 1997. "Identifying monetary policy in a small open economy under flexible exchange rates," Journal of Monetary Economics, Elsevier, vol. 39(3), pages 433-448, August.
    26. Ibrahim, Mansor H. & Ahmed, Huson Joher Ali, 2014. "Permanent and transitory oil volatility and aggregate investment in Malaysia," Energy Policy, Elsevier, vol. 67(C), pages 552-563.
    27. Luis Servén, 2003. "ERRATUM: Real-Exchange-Rate Uncertainty and Private Investment in LDCs," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 492-492, May.
    28. Ryan Kellogg, 2014. "The Effect of Uncertainty on Investment: Evidence from Texas Oil Drilling," American Economic Review, American Economic Association, vol. 104(6), pages 1698-1734, June.
    29. repec:dgr:rugccs:200208 is not listed on IDEAS
    30. Donald W. Jones & Paul N. Leiby & Inja K. Paik, 2004. "Oil Price Shocks and the Macroeconomy: What Has Been Learned Since 1996," The Energy Journal, , vol. 25(2), pages 1-32, April.
    31. Mork, Knut Anton, 1989. "Oil and Macroeconomy When Prices Go Up and Down: An Extension of Hamilton's Results," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 740-744, June.
    32. repec:dgr:rugsom:02c43 is not listed on IDEAS
    33. D'Ann M. Petersen & Keith R. Phillips & Mine K. Yücel, 1994. "The Texas construction sector: the tail that wagged the dog," Economic and Financial Policy Review, Federal Reserve Bank of Dallas, issue Q II, pages 23-33.
    34. Lee, Kiseok & Ni, Shawn, 2002. "On the dynamic effects of oil price shocks: a study using industry level data," Journal of Monetary Economics, Elsevier, vol. 49(4), pages 823-852, May.
    35. James B. Ang, 2010. "Determinants Of Private Investment In Malaysia: What Causes The Postcrisis Slumps?," Contemporary Economic Policy, Western Economic Association International, vol. 28(3), pages 378-391, July.
    36. Mansor H. Ibrahim, 2011. "Level and Volatility of Stock Prices and Aggregate Investment: The Case of Thailand," Global Economic Review, Taylor & Francis Journals, vol. 40(4), pages 445-461, December.
    37. Kim, Soyoung, 2001. "International transmission of U.S. monetary policy shocks: Evidence from VAR's," Journal of Monetary Economics, Elsevier, vol. 48(2), pages 339-372, October.
    38. Rebeca Jimenez-Rodriguez & Marcelo Sanchez, 2005. "Oil price shocks and real GDP growth: empirical evidence for some OECD countries," Applied Economics, Taylor & Francis Journals, vol. 37(2), pages 201-228.
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    Cited by:

    1. Sergio Restrepo-Ángel & Hernán Rincón-Castro & Juan J. Ospina-Tejeiro, 2020. "Multiplicadores de los impuestos y del gasto público en Colombia: aproximaciones SVAR y proyecciones locales," Borradores de Economia 1114, Banco de la Republica de Colombia.
    2. Quintero Otero, Jorge David, 2020. "Not all sectors are alike: Differential impacts of shocks in oil prices on the sectors of the Colombian economy," Energy Economics, Elsevier, vol. 86(C).
    3. Julio-Román, Juan Manuel & Gamboa-Estrada, Fredy Alejandro, 2019. "The Exchange Rate and Oil Prices in Colombia: A High Frequency Analysis," Working papers 22, Red Investigadores de Economía.

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    • K14 - Law and Economics - - Basic Areas of Law - - - Criminal Law
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