On the Impact of Oil Prices on Sectoral Inflation: Evidence from the World’s Top Oil Exporters and Importers
Main Article Content
Abstract
This paper investigates the impact of oil price variations on sectoral inflation for a sample of 10 top oil importing and exporting countries. Specifically, we analyze the effects of oil prices on the consumer price index using monthly data spanning the July 2009 to February 2021 period. Two nonlinear techniques are used to this end: The nonlinear autoregressive distributed lag approach (NARDL), and the Hansen’s model (2000). Our econometric results first indicate that the effect of oil price on inflation tends to change across sectors and countries. Second, the inflationary effects of variations in oil prices are likely to affect the energy sector, such as transport and equipment, which are the most dependent on oil. Third, the effect of oil price exists for all countries, but it is stronger in oil-importing than in oil-exporting ones. Additionally, the country most sensitive to the oil price level is China.
Article Details

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
References
Abel, A. B., and Ben S. Bernanke. Macroeconomics. 4th ed., Addison Wesley Longman Inc., 2001.
Adekoya, O. B., and A. N. Adebiyi. “Oil Price-Inflation Pass-Through in OECD Countries: The Role of Asymmetries, Impact of Global Financial Crisis and Forecast Evaluation.” International Journal of Energy Sector Management, 2020. DOI: 10.1108/IJESM-02-2019-0013. DOI: https://doi.org/10.1108/IJESM-02-2019-0013
Adu, G., and G. Marbuah. “Determinants of Inflation in Ghana: An Empirical Investigation.” South African Journal of Economics, vol. 79, no. 3, 2011, pp. 251–269. DOI: 10.1111/J.1813-6982.2011.01273.X. DOI: https://doi.org/10.1111/j.1813-6982.2011.01273.x
Albulescu, Claudiu. “Coronavirus and Oil Price Crash.” SSRN, 2020. DOI: 10.48550/arXiv.2003.06184. DOI: https://doi.org/10.2139/ssrn.3553452
Algamdi, A., et al. “COVID-19 Deaths Cases Impact on Oil Prices: Probable Scenarios on Saudi Arabia Economy.” Frontiers in Public Health, vol. 9, 2021, p. 620875. DOI:10.3389/fpubh.2021.620875. DOI: https://doi.org/10.3389/fpubh.2021.620875
Alsaedi, R. N. R. M. “The Relationship Between Oil Prices, Inflation, Exchange Rate and Economic Activities: Cases GCC Between 2010 to 2014.” International Journal of Sciences: Basic and Applied Research (IJSBAR), vol. 24, no. 1, 2015, pp. 117-137.
Anandan, M., S. Ramaswamy, and S. Sridhar. “Crude Oil Price Behavior and Its Impact on Macroeconomic Variable: A Case of Inflation.” Language in India, vol. 13, no. 6, 2013, pp. 147-161.
AnjanaRaju, G., and S. Marathe. “Impact of Crude Oil Prices Shocks in China, India, and USA on the Inflation.” Journal of Asian Economics, 2017.
Arezki, Rabah, and Ha Nguyen. “Novel Coronavirus Hurts the Middle East and North Africa Through Many Channels.” Economics in the Time of COVID-19, 2020, pp. 53-58.
Arouri, Mohamed E. H., and Duc Khuong Nguyen. “Oil Prices, Stock Markets and Portfolio Investment: Evidence from Sector Analysis in Europe Over the Last Decade.” Energy Policy, vol. 38, no. 8, 2010, pp. 4528-4539. DOI: 10.1016/j.enpol.2010.04.007. DOI: https://doi.org/10.1016/j.enpol.2010.04.007
Bahmani-Oskooee, Mohsen, and Ridha Nouira. “U.S.-German Commodity Trade and the J-Curve: New Evidence from Asymmetry Analysis.” Economic Systems, vol. 45, no. 2, 2021, p. 100779. DOI: 10.1016/j.ecosys.2020.100779. DOI: https://doi.org/10.1016/j.ecosys.2020.100779
Baffes, John. “Oil Spills on Other Commodities.” Resources Policy, vol. 32, no. 3, 2007, pp. 126-134. DOI: 10.1016/j.resourpol.2007.08.004. DOI: https://doi.org/10.1016/j.resourpol.2007.08.004
Bala, Uchenna, and Lee Chin. “Asymmetric Impacts of Oil Price on Inflation: An Empirical Study of African OPEC Member Countries.” Energies, vol. 11, no. 11, 2018, p. 3017. DOI: https://doi.org/10.3390/en11113017
Basnet, Hem C., and Kamal P. Upadhyaya. “Impact of Oil Price Shocks on Output, Inflation, and the Real Exchange Rate: Evidence from Selected ASEAN Countries.” Applied Economics, vol. 47, no. 29, 2015, pp. 3078-3091. DOI: 10.1080/00036846.2015.1011322. DOI: https://doi.org/10.1080/00036846.2015.1011322
Bernanke, Ben S., et al. “Systematic Monetary Policy and the Effects of Oil Price Shocks.” Brookings Papers on Economic Activity, vol. 1997, no. 1, 1997, pp. 91-157. DOI: https://doi.org/10.2307/2534702
Beyer, Andreas, Alfred A. Haug, and William G. Dewald. “Structural Breaks, Cointegration and the Fisher Effect.” European Central Bank Working Paper Series, no. 1013, 2009. DOI: https://doi.org/10.2139/ssrn.1333613
Blanchard, Olivier J., and Jordi Gali. “The Macroeconomic Effects of Oil Shocks: Why Are the 2000s so Different from the 1970s?” National Bureau of Economic Research, 2007. DOI: https://doi.org/10.3386/w13368
Brooks, Chris. Introductory Econometrics for Finance. Cambridge University Press, 2002.
Cavalcanti, Tiago, and João Tovar Jalles. “Macroeconomic Effects of Oil Price Shocks in Brazil and in the United States.” Applied Energy, vol. 104, 2013, pp. 475-486. DOI: 10.1016/j.apenergy.2012.10.039. DOI: https://doi.org/10.1016/j.apenergy.2012.10.039
Chang, Youngho, and Jun F. Wong. “Oil Price Fluctuations and Singapore Economy.” Energy Policy, vol. 31, no. 11, 2003, pp. 1151-1165. DOI: 10.1016/S0301-4215(02)00212-4. DOI: https://doi.org/10.1016/S0301-4215(02)00212-4
Choi, Sangyup, et al. “Oil Prices and Inflation Dynamics: Evidence from Advanced and Developing Economies.” Journal of International Money and Finance, vol. 82, 2018, pp. 71-96. DOI: 10.1016/j.jimonfin.2017.12.004. DOI: https://doi.org/10.1016/j.jimonfin.2017.12.004
Clark, Todd E. “Do Producer Prices Lead Consumer Prices?” Economic Review - Federal Reserve Bank of Kansas City, vol. 80, 1995, pp. 25-39.
Conflitti, Claudia, and Massimiliano Luciani. “Oil Price Pass-Through into Core Inflation.” The Energy Journal, vol. 40, no. 6, 2019. DOI: 10.5547/01956574.40.6.ccon. DOI: https://doi.org/10.5547/01956574.40.6.ccon
Correa, André de Souza, and André Minella. “Nonlinear Mechanisms of the Exchange Rate Pass-Through: A Phillips Curve Model with Threshold for Brazil.” Revista Brasileira de Economia, vol. 64, 2010, pp. 231-243. DOI: 10.1590/S0034-71402010000300001. DOI: https://doi.org/10.1590/S0034-71402010000300001
Cuñado, Juncal, and Fernando Pérez de Gracia. “Do Oil Price Shocks Matter? Evidence for Some European Countries.” Energy Economics, vol. 25, no. 2, 2003, pp. 137-154. DOI: 10.1016/S0140-9883(02)00099-3. DOI: https://doi.org/10.1016/S0140-9883(02)00099-3
Dillon, Brian M., and Christopher B. Barrett. Global Crude to Local Food: An Empirical Study of Global Oil Price Pass-Through to Maize Prices in East Africa. University of Washington, 2013. Mimeographed.
Doğrul, H. Güven, and Ugur Soytas. “Relationship Between Oil Prices, Interest Rate, and Unemployment: Evidence from an Emerging Market.” Energy Economics, vol. 32, no. 6, 2010, pp. 1523-1528. DOI: 10.1016/j.eneco.2010.09.005 DOI: https://doi.org/10.1016/j.eneco.2010.09.005
Dornbusch, Rudiger. “Expectations and Exchange Rate Dynamics.” The Journal of Political Economy, vol. 84, no. 6, 1976, pp. 1161-1176. DOI: https://doi.org/10.1086/260506
Filis, George, and Ioannis Chatziantoniou. “Financial and Monetary Policy Responses to Oil Price Shocks: Evidence from Oil-Importing and Oil-Exporting Countries.” Review of Quantitative Finance and Accounting, vol. 42, no. 4, 2014, pp. 709-729. DOI: 10.1007/S11156-013-0359-7. DOI: https://doi.org/10.1007/s11156-013-0359-7
Finn, Mary G. “Perfect Competition and the Effects of Energy Price Increases on Economic Activity.” Journal of Money, Credit and Banking, vol. 32, no. 3, 2000, pp. 400-416. DOI:10.2307/2601172. DOI: https://doi.org/10.2307/2601172
Gao, Lin, Hyun Kim, and Richard Saba. “How Do Oil Price Shocks Affect Consumer Prices?” Energy Economics, vol. 45, 2014, pp. 313-323. DOI: 10.1016/j.eneco.2014.08.001. DOI: https://doi.org/10.1016/j.eneco.2014.08.001
Ghalayini, Latifa. “The Interaction Between Oil Price and Economic Growth.” Middle Eastern Finance and Economics, vol. 13, no. 21, 2011, pp. 127-141.
Ha, Jongrim, Martin M. Stocker, and Hakan Yilmazkuday. “Inflation and Exchange Rate Pass-Through.” Journal of International Money and Finance, vol. 105, 2020, p. 102187. DOI: 10.1016/j.jimonfin.2020.102187. DOI: https://doi.org/10.1016/j.jimonfin.2020.102187
Hamilton, James D. “Oil and the Macroeconomy Since World War II.” Journal of Political Economy, vol. 91, no. 2, 1983, pp. 228-248. DOI: 10.1086/261140. DOI: https://doi.org/10.1086/261140
Hansen, Bruce E. “Sample Splitting and Threshold Estimation.” Econometrica, vol. 68, no. 3, 2000, pp. 575-603. DOI: 10.1111/1468-0262.00124. DOI: https://doi.org/10.1111/1468-0262.00124
Husaini, Darmawan H., Cheong H. Puah, and Hooi H. Lean. “Energy Subsidy and Oil Price Fluctuation, and Price Behavior in Malaysia: A Time Series Analysis.” Energy, vol. 171, 2019, pp. 1000-1008. DOI: 10.1016/j.energy.2019.01.078. DOI: https://doi.org/10.1016/j.energy.2019.01.078
Husaini, Darmawan H., and Hooi H. Lean. “Asymmetric Impact of Oil Price and Exchange Rate on Disaggregation Price Inflation.” Resources Policy, vol. 73, 2021, p. 102175. DOI: 10.1016/j.resourpol.2021.102175. DOI: https://doi.org/10.1016/j.resourpol.2021.102175
Husaini, Darmawan H., et al. “Industrial Development, Subsidy Reform and Export Behaviour: An Evidence from ASEAN-5 Economies.” International Journal of Economics & Management, vol. 13, no. 1, 2019, pp. 111-130.
Ibrahim, Muhammad H. “Oil and Food Prices in Malaysia: A Nonlinear ARDL Analysis.” Agricultural and Food Economics, vol. 3, 2015, pp. 1-14. DOI: 10.1186/s40100-014-0020-3. DOI: https://doi.org/10.1186/s40100-014-0020-3
Jaradat, Mohammad A., and Shadi A. Al-Hhosban. “Relationship and Causality Between Interest Rate and Inflation Rate: Case of Jordan.” Interdisciplinary Journal of Contemporary Research in Business, vol. 6, no. 4, 2014, pp. 54-65.
Kalthum, U., and Mansur Masih. “The Lead-Lag Relationship Between PPI, CPI and Oil Price: Malaysian Evidence.” Presented at Global Conference on Business and Economics Research, 2017.
Kisswani, Khaled M. “Asymmetric Time-Varying Effects of Uncertainty Fluctuations on Oil Price Volatility: A Nonlinear ARDL Investigation.” Resources Policy, vol. 73, 2021, p. 102210. DOI: 10.1016/j.resourpol.2021.102210. DOI: https://doi.org/10.1016/j.resourpol.2021.102210
Lacheheb, Mehdi, and Abdoulaziz Sirag. “Oil Price and Inflation in Algeria: A Nonlinear ARDL Approach.” The Quarterly Review of Economics and Finance, vol. 73, 2019, pp. 217-222. DOI: 10.1016/j.qref.2018.12.003. DOI: https://doi.org/10.1016/j.qref.2018.12.003
Li, Shuang, Guanghui Tang, Dan Yang, and Shiliang Du. “Research on the Relationship Between CPI and PPI Based on VEC Model.” Open Journal of Statistics, vol. 9, no. 2, 2019, pp. 218-226. DOI: https://doi.org/10.4236/ojs.2019.92016
Long, Shuyuan, and Jianjun Liang. “Asymmetric and Nonlinear Pass-Through of Global Crude Oil Price to China’s PPI and CPI Inflation.” Economic Research-Ekonomska Istraživanja, vol. 31, no. 1, 2018, pp. 240-251. DOI: 10.1016/j.enpol.2013.09.064. DOI: https://doi.org/10.1080/1331677X.2018.1429292
L’Oeillet, Guillaume, and Julien Licheron. “Oil Prices and Inflation in the Euro Area: A Nonlinear and Unstable Relationship.” HAL, 2008, https://halshs.archives-ouvertes.fr/halshs-00323614.
Méon, Pierre-Guillaume, and Khalid Sekkat. “Does Corruption Grease or Sand the Wheels of Growth?” Public Choice, vol. 122, 2005, pp. 69-97. DOI: 10.1007/s11127-005-3988-0. DOI: https://doi.org/10.1007/s11127-005-3988-0
Morsy, Hanan M., and Magda M. El Kandil. “Determinants of Inflation in GCC.” International Monetary Fund, 2009. WP/09/82. DOI: https://doi.org/10.5089/9781451872293.001
Mukhtarov, Shahriyar, Shukrullah Aliyev, and Jalal Zeynalov. “The Effect of Oil Prices on Macroeconomic Variables: Evidence from Azerbaijan.” International Journal of Energy Economics and Policy, vol. 10, no. 1, 2020, pp. 72-80. DOI: 10.32479/ijeep.8446. DOI: https://doi.org/10.32479/ijeep.8446
Nasir, Muhammad A. “Zero Lower Bound and Negative Interest Rates: Choices for Monetary Policy in the UK.” Journal of Policy Modeling, vol. 43, no. 1, 2021, pp. 200-229. DOI: 10.1016/j.jpolmod.2020.03.014. DOI: https://doi.org/10.1016/j.jpolmod.2020.03.014
Nasir, Muhammad A., Thien L. D. Huynh, and Xuan V. Vo. “Exchange Rate Pass-Through & Management of Inflation Expectations in a Small Open Inflation Targeting Economy.” International Review of Economics & Finance, vol. 69, 2020, pp. 178-188. DOI: 10.1016/j.iref.2020.04.010. DOI: https://doi.org/10.1016/j.iref.2020.04.010
Nasir, Muhammad A., Thien L. D. Huynh, and Lyudmyla Yarovaya. “Inflation Targeting & Implications of Oil Shocks for Inflation Expectations in Oil-Importing and Exporting Economies: Evidence from Three Nordic Kingdoms.” International Review of Financial Analysis, vol. 72, 2020, p. 101558. DOI: 10.1016/j.irfa.2020.101558. DOI: https://doi.org/10.1016/j.irfa.2020.101558
Nasir, Muhammad A., and Xuan V. Vo. “A Quarter Century of Inflation Targeting & Structural Change in Exchange Rate Pass-Through: Evidence from the First Three Movers.” Structural Change and Economic Dynamics, vol. 54, 2020, pp. 42-61. DOI: 10.1016/j.strueco.2020.03.010. DOI: https://doi.org/10.1016/j.strueco.2020.03.010
Nusair, Salah A. “Oil Price and Inflation Dynamics in the Gulf Cooperation Council Countries.” Energy, vol. 181, 2019, pp. 997-1011. DOI: 10.1016/j.energy.2019.05.208. DOI: https://doi.org/10.1016/j.energy.2019.05.208
Obadi, Salah M., and Martin Korcek. “Are Food Prices Affected by Crude Oil Price: Causality Investigation.” Review of Integrative Business and Economics Research, vol. 3, no. 1, 2014, pp. 411-427.
Pesaran, M. Hashem, Yongcheol Shin, and Richard J. Smith. “Bounds Testing Approaches to the Analysis of Level Relationships.” Journal of Applied Econometrics, vol. 16, no. 3, 2001, pp. 289-326. DOI: 10.1002/jae.616. DOI: https://doi.org/10.1002/jae.616
Pham, Thien A. T., Thanh T. Nguyen, Muhammad A. Nasir, and Thien L. D. Huynh. “Exchange Rate Pass-Through: A Comparative Analysis of Inflation Targeting & Non-Targeting ASEAN-5 Countries.” The Quarterly Review of Economics and Finance, 2020. DOI: 10.1016/j.qref.2020.07.010. DOI: https://doi.org/10.1016/j.qref.2020.07.010
Phillips, A. W. “The Relationship Between Unemployment and the Rate of Change of Money in the UK 1861-1957.” Economica, vol. 25, 1958, pp. 283-299. DOI: https://doi.org/10.1111/j.1468-0335.1958.tb00003.x
Rafiq, Shuddhasattwa, and Ruhul Salim. “Does Oil Price Volatility Matter for Asian Emerging Economies?” Economic Analysis and Policy, vol. 44, no. 4, 2014, pp. 417-441. DOI: 10.1016/J.EAP.2014.11.002. DOI: https://doi.org/10.1016/j.eap.2014.11.002
Salisu, Afees A., Kabir O. Isah, Olumuyiwa J. Oyewole, and Lukman O. Akanni. “Modelling Oil Price-Inflation Nexus: The Role of Asymmetries.” Energy, vol. 125, 2017, pp. 97-106. DOI: 10.1016/j.energy.2017.02.128. DOI: https://doi.org/10.1016/j.energy.2017.02.128
Sek, Siok Kun. “Impact of Oil Price Changes on Domestic Price Inflation at Disaggregated Levels: Evidence from Linear and Nonlinear ARDL Modeling.” Energy, vol. 130, 2017, pp. 204-217. DOI: 10.1016/j.energy.2017.03.152. DOI: https://doi.org/10.1016/j.energy.2017.03.152
Sek, Siok Kun, Xin Qi Teo, and Yoke N. Wong. “A Comparative Study on the Effects of Oil Price Changes on Inflation.” Procedia Economics and Finance, vol. 26, 2015, pp. 630-636. DOI: 10.1016/S2212-5671(15)00800-X. DOI: https://doi.org/10.1016/S2212-5671(15)00800-X
Sharma, Ashok, Gagandeep Singh, Manju Sharma, and Pooja Gupta. “Impact of Crude Oil Price on Indian Economy.” International Journal of Social Sciences & Interdisciplinary Research, vol. 1, no. 4, 2012, pp. 95-99.
Shin, Yongcheol, Byungchul Yu, and Matthew Greenwood-Nimmo. “Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework.” Festschrift in Honor of Peter Schmidt, edited by William C. Horrace and Robin C. Sickles, Springer, 2014, pp. 281-314. DOI: 10.2139/ssrn.1807745. DOI: https://doi.org/10.1007/978-1-4899-8008-3_9
Solaymani, Saeed, and Fatimah Kari. “Environmental and Economic Effects of High Petroleum Prices on Transport Sector,” Energy, vol. 60, 2013, pp. 435-441. DOI: 10.1016/j.energy.2013.08.037. DOI: https://doi.org/10.1016/j.energy.2013.08.037
Steidtmann, Carl. “Economist’s Corner: Oil Prices and Interest Rates.” Deloitte Research, 2004.
Stewart, Emily. “Yup, the Russian Oil Bank Means Gas Prices Are Going to Suck.” Vox, 8 Mar. 2022, https://www.vox.com/the-goods/22949683/russia-ukraine-gas-prices-oil-inflation-stock-market.
Terra, Cristina T. “Openness and Inflation: A New Assessment.” The Quarterly Journal of Economics, vol. 113, no. 2, 1998, pp. 641-648. DOI: 10.1162/003355398555603. DOI: https://doi.org/10.1162/003355398555603
Tillmann, Peter. “Do Interest Rates Drive Inflation Dynamics? An Analysis of the Cost Channel of Monetary Transmission.” Journal of Economic Dynamics and Control, vol. 32, no. 9, 2008, pp. 2723-2744. DOI: 10.1016/j.jedc.2007.10.005. DOI: https://doi.org/10.1016/j.jedc.2007.10.005
Usman, Olusegun, and Mohammed Sani Musa. “Revisiting Exchange Rate Pass-Through to Consumer Price Inflation in Nigeria: A Cointegrated Vector Autoregressive Approach.” Academic Journal of Economic Studies, vol. 4, no. 1, 2018, pp. 60-67.
Valcarcel, Victor J., and Mark E. Wohar. “Changes in the Oil Price-Inflation Pass-Through.” Journal of Economics and Business, vol. 68, 2013, pp. 24-42. DOI: 10.1016/j.jeconbus.2013.03.001. DOI: https://doi.org/10.1016/j.jeconbus.2013.03.001
Živkov, Dejan, Jelena Đurašković, and Siniša Manić. “How Do Oil Price Changes Affect Inflation in Central and Eastern European Countries? A Wavelet-Based Markov Switching Approach.” Baltic Journal of Economics, vol. 19, no. 1, 2019, pp. 84-104. DOI: 10.1080/1406099X.2018.1562011. DOI: https://doi.org/10.1080/1406099X.2018.1562011
Zhu, Haibin, and Xueli Chen. “Asymmetric Effects of Oil Prices and Exchange Rates on China’s Industrial Prices.” Energy Economics, vol. 84, 2019, p. 104551. DOI: 10.1016/j.eneco.2019.104551. DOI: https://doi.org/10.1016/j.eneco.2019.104551