Aggregated Inflation in Poland: Examining Impact of the Energy Commodity Global Prices
DOI:
https://doi.org/10.24917/20801653.384.1Keywords:
energy commodity prices, energy sector, inflation, PolandAbstract
The relationship between energy commodity prices and inflation has important implications for fiscal policy and economic stability. The nature of energy commodities is multi‑dimensional, serving both as basic raw materials in production processes and as critical consumer goods. This study focuses on estimating the impact of oil, natural gas and coal prices on inflation in Poland. Through the adoption of multiple regression models using quarterly data from Q2 2000 to Q3 2023, the study aims to estimate the impact of energy commodity prices, particularly oil, coal, and natural gas, on inflation in Poland and to answer the research question: What role do energy commodity prices play in shaping inflation in Poland? The empirical analysis revealed that oil and coal prices significantly influence inflation, reflecting Poland’s energy dependency. Natural gas prices showed a limited impact due to lower consumption and mitigation policy measures. The significant impact of energy prices suggests that energy market developments should be closely monitored for their inflationary potential. The study offers valuable insights for policymakers in their efforts to effectively manage inflationary pressure. The article contributes to the literature by presenting the short‑run relationship between inflation and energy commodity prices, covering long period of time with both financial, COVID‑19 crisis and the Russian aggression in Ukraine.
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Abdallah, C., Kpodar, K. (2023). How large and persistent is the response of inflation to chang‑ es in retail energy prices? Journal of International Money and Finance, 132, 102806. doi: https://doi.org/10.1016/j.jimonfin.2023.102806
Agboola, E., Chowdhury, R., Yang, B. (2024). Oil price fluctuations and their impact on oil‑exporting emerging economies. Economic Modelling, 132, 106665. doi: https://doi.org/10.1016/j. econmod.2024.106665
Álvarez, L.J., Hurtado, S., Sánchez, I., Thomas, C. (2011). The impact of oil price changes on Spanish and euro area consumer price inflation. Economic Modelling, 28(1–2), 422–431. doi: https:// doi.org/10.1016/j.econmod.2010.08.006
Anwar, M.M., Khan, G.Y., Khan, S.J.I. (2017). Effect of Increase in Oil Proce on Inflation in Pakistan.
International Review of Humanities and Scientific Research, 2(2), 224–259.
Bass, A. (2019). Do Oil Shocks Matter for Inflation Rate in Russia: An Empirical Study of Imported Inflation Hypothesis. International Journal of Energy Economics and Policy, 9(2), 288–294.
Bednář, O., Čečrdlová, A., Kadeřábková, B., Řežábek, P. (2022). Energy Prices Impact on Inflationary Spiral. Energies, 15(9), 3443. doi: https://doi.org/10.3390/en15093443
Bettarelli, L., Estefania‑Flores, J., Furceri, D., Loungani, P., Pizzuto, P. (2023). Energy inflation and consumption inequality. Energy Economics, 124, 106823. doi: https://doi.org/10.1016/j. eneco.2023.106823
Bijańska, J., Wodarski, K. (2024). Hard coal production in Poland in the aspect of climate and en‑ ergy policy of the European Union and the war in Ukraine. Investment case study. Resources Policy, 88, 104390. doi: https://doi.org/10.1016/j.resourpol.2023.104390
Bórawski, P., Bełdycka‑Bórawska, A., Holden, L. (2023). Changes in the Polish Coal Sector Economic Situation with the Background of the European Union Energy Security and Eco‑ Efficiency Policy. Energies, 16(2), 726. doi: https://doi.org/10.3390/en16020726
Bórawski, P., Bełdycka‑Bórawska, A., Szymańska, E.J., Jankowski, K.J., Dubis, B., Dunn, J.W. (2019). Development of renewable energy sources market and biofuels in The European Union. Journal of Cleaner Production, 228, 467–484. doi: https://doi.org/10.1016/j.jcle‑ pro.2019.04.242
Brown, S.P.A., Yücel, M.K. (2008). What Drives Natural Gas Prices? The Energy Journal, 29(2), 45–60. doi: https://doi.org/10.5547/ISSN0195‑6574‑EJ‑Vol29‑No2‑3
Brown, S.P.A., Yücel, M.K. (2002). Energy prices and aggregate economic activity: An interpreta‑ tive survey. The Quarterly Review of Economics and Finance, 42(2), 193–208. doi: https:// doi.org/10.1016/S1062‑9769(02)00138–2
Celasun, O., Gelos, R.G., Prati, A. (2004). Obstacles to Disinflation: What is the Role of Fiscal Expectations? Economic Policy, 19(40), 442–481. doi: https://doi.org/10.1111/j.1468– 0327.2004.00129.x
Chiang, T.C., Chen, P.‑Y. (2023). Inflation risk and stock returns: Evidence from US aggregate and sectoral markets. The North American Journal of Economics and Finance, 68, 101986. doi: https://doi.org/10.1016/j.najef.2023.101986
Chiou‑Wei, S.Z., Chen, C.‑F., Zhu, Z. (2008). Economic growth and energy consumption revisited— Evidence from linear and nonlinear Granger causality. Energy Economics, 30(6), 3063–3076. doi: https://doi.org/10.1016/j.eneco.2008.02.002
Coletti, D., Lalonde, R., Masson, P., Muir, D., Snudden, S. (2021). Commodities and monetary pol‑ icy: Implications for inflation and price level targeting. Journal of Policy Modeling, 43(5), 982–999. doi: https://doi.org/10.1016/j.jpolmod.2021.02.013
Dąbrowski, M.A., Papież, M., Rubaszek, M., Śmiech, S. (2022). The role of economic development for the effect of oil market shocks on oil‑exporting countries. Evidence from the interacted panel VAR model. Energy Economics, 110, 106017. doi: https://doi.org/10.1016/j.ene‑ co.2022.106017
Dergiades, T., Martinopoulos, G., Tsoulfidis, L. (2013). Energy consumption and economic growth: Parametric and non‑parametric causality testing for the case of Greece. Energy Economics, 36. doi: https://doi.org/10.1016/j.eneco.2012.11.017
Elsayed, A.H., Hammoudeh, S., Sousa, R.M. (2021). Inflation synchronization among the G7and China: The important role of oil inflation. Energy Economics, 100, 105332. doi: https://doi. org/10.1016/j.eneco.2021.105332
Enders, W., Granger, C.W.J. (1998). Unit‑Root Tests and Asymmetric Adjustment With an Example Using the Term Structure of Interest Rates. Journal of Business, Economic Statistics, 16(3), 304–311. doi: https://doi.org/10.1080/07350015.1998.10524769
Enders, W., Siklos, P. L. (2001). Cointegration and Threshold Adjustment. Journal of Business, Economic Statistics, 19(2), 166–176. doi: https://doi.org/10.1198/073500101316970395
Engle, R.F., Granger, C.W.J. (1987). Co‑Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251. doi: https://doi.org/10.2307/1913236
Fasanya, I.O., Awodimila, C.P. (2020). Are commodity prices good predictors of inflation? The African perspective. Resources Policy, 69, 101802. doi: https://doi.org/10.1016/j.resour‑ pol.2020.101802
Fuller, W. A. (1976). Introduction to statistical time series. Iowa: J. Wiley, Sons.
Garratt, A., Petrella, I. (2022). Commodity prices and inflation risk. Journal of Applied Econometrics, 37(2), 392–414. doi: https://doi.org/10.1002/jae.2868
Geise, A., Piłatowska, M. (2015). Oil Prices, Production and Inflation in the Selected EU Countries: Threshold Cointegration Approach. Dynamic Econometric Models, 14, 71. doi: https://doi. org/10.12775/DEM.2014.004
Gozgor, G., Lau, C.K.M., Lu, Z. (2018). Energy consumption and economic growth: New evidence from the OECD countries. Energy, 153. doi: https://doi.org/10.1016/j.energy.2018.03.158
Grodzicki, M.J., Surmacz, T., Mozdzen, M. (2023). Poland: Policies dealing with the inflation crisis. Wirtschaft Und Gesellschaft, 48(4), 519–544. doi: https://doi.org/10.59288/wug484.170
Hamilton, J.D. (1983). Oil and the Macroeconomy since World War II. Journal of Political Economy, 91(2), 228–248. doi: https://doi.org/10.1086/261140
Hamilton, J.D. (2011). Nonlinearities and the macroeconomic effects of oil prices. Macroeconomic Dynamics, 15(S3), 364–378. doi: https://doi.org/10.1017/S1365100511000307
Herrera, A.M., Lagalo, L.G., Wada, T. (2015). Asymmetries in the response of economic activity to oil price increases and decreases? Journal of International Money and Finance, 50, 108–133. doi: https://doi.org/10.1016/j.jimonfin.2014.09.004
Huawei, T. (2022). Does gross domestic product, inflation, total investment, and exchanges rate matter in natural resources commodity prices volatility. Resources Policy, 79, 103013. doi: https://doi.org/10.1016/j.resourpol.2022.103013
Ibrahim Anyars, S., Adabor, O. (2023a). The impact of oil price changes on inflation and disaggre‑ gated inflation: Insights from Ghana. Research in Globalization, 6, 100125. doi: https://doi. org/10.1016/j.resglo.2023.100125
Ibrahim, M.H., Said, R. (2012). Disaggregated consumer prices and oil price pass‑through: Evidence from Malaysia. China Agricultural Economic Review, 4(4), 514–529. doi: https:// doi.org/10.1108/17561371211284858
Karasek, A., Fura, B., Zajączkowska, M. (2023). Assessment of Energy Efficiency in the European Union Countries in 2013 and 2020. Sustainability, 15(4), 3414. doi: https://doi.org/10.3390/ su15043414
Katarzyński, D., Przekota, G. (2024). Pro‑inflationary significance of energy commodity and electricity prices. Acta Scientiarum Polonorum. Oeconomia, 23, 29–40. doi: https://doi. org/10.22630/ASPE.2024.23.2.7
Kilian, L. (2008). The Economic Effects of Energy Price Shocks. Journal of Economic Literature, 46(4), 871–909. doi: https://doi.org/10.1257/jel.46.4.871
Kilian, L. (2009). Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market. American Economic Review, 99(3), 1053–1069. doi: https://doi. org/10.1257/aer.99.3.1053
Kilian, L., Vigfusson, R.J. (2011). Are the responses of the U.S. economy asymmetric in energy price increases and decreases?: Are responses of the U.S. economy asymmetric? Quantitative Economics, 2(3), 419–453. doi: https://doi.org/10.3982/QE99
Kilian, L., Zhou, X. (2023). A broader perspective on the inflationary effects of energy price shocks. Energy Economics, 125, 106893. doi: https://doi.org/10.1016/j.eneco.2023.106893
Kivimaa, P., Brisbois, M.C., Jayaram, D., Hakala, E., Siddi, M. (2022). A socio‑technical lens on security in sustainability transitions: Future expectations for positive and negative security. Futures, 141, 102971. doi: https://doi.org/10.1016/j.futures.2022.102971
Kollmann, R. (2021). Effects of Covid‑19 on Euro area GDP and inflation: Demand vs. supply dis‑ turbances. International Economics and Economic Policy, 18(3), 475–492. doi: https://doi. org/10.1007/s10368‑021‑00516‑3
Kwiatkowski, D., Phillips, P.C.B., Schmidt, P., Shin, Y. (1992). Testing the null hypothesis of sta‑ tionarity against the alternative of a unit root. Journal of Econometrics, 54(1–3), 159–178. doi: https://doi.org/10.1016/0304–4076(92)90104‑Y
Leszkiewicz‑Kędzior, K. (2014). Asymetryczne dostosowania cenowe na rynku paliw w Polsce. Łódź: Wydawnictwo Uniwersytetu Łódzkiego.
Leszkiewicz‑Kędzior, K., Welfe, A. (2014). Asymmetric Price Adjustments in the Fuel Market. Central European Journal of Economic Modelling and Econometrics, 6(2), 105–127.
Lucidi, F.S., Pisa, M.M., Tancioni, M. (2024). The effects of temperature shocks on energy prices and inflation in the Euro Area. European Economic Review, 166, 104771. doi: https://doi. org/10.1016/J.EUROECOREV.2024.104771
Machlup, F. (1960). Another View of Cost‑Push and Demand‑Pull Inflation. The Review of Economics and Statistics, 42(2), 125–139. doi: https://doi.org/10.2307/1926532
Min, H. (2022). Examining the Impact of Energy Price Volatility on Commodity Prices from Energy Supply Chain Perspectives. Energies, 15(21), 7957. doi: https://doi.org/10.3390/ en15217957
Mirza, N., Naqvi, B., Rizvi, S.K.A., Boubaker, S. (2023). Exchange rate pass‑through and inflation targeting regime under energy price shocks. Energy Economics, 124, 106761. doi: https:// doi.org/10.1016/j.eneco.2023.106761
Misztal, P. (2011). Oddziaływanie światowych cen ropy naftowej na procesy inflacyjne w Polsce w okresie 1990–2010. Studia i Prace Kolegium Zarządzania i Finansów. Szkoła Główna Handlowa, 112, 20–35.
Mohammadi, H. (2011). Long‑run relations and short‑run dynamics among coal, natural gas and oil prices. Applied Economics, 43(2), 129–137. doi: https://doi. org/10.1080/00036840802446606
Mork, K.A. (1989). Oil and the Macroeconomy When Prices Go Up and Down: An Extension of Hamilton’s Results. Journal of Political Economy, 97(3), 740–744. doi: https://doi. org/10.1086/261625
Mork, K.A., Olsen, Y., Mysen, H.T. (1994). Macroeconomic Responses to Oil Price Increases and Decreases in Seven OECD Countries. The Energy Journal, 15(4), 19–35. doi: https://doi. org/10.5547/ISSN0195‑6574‑EJ‑Vol15‑No4‑2
Nam, K. (2021). Investigating the effect of climate uncertainty on global commodity markets. Energy Economics, 96, 105123. doi: https://doi.org/10.1016/j.eneco.2021.105123
Narayan, P.K., Smyth, R. (2005). Electricity consumption, employment and real income in Australia evidence from multivariate Granger causality tests. Energy Policy, 33(9), 1109–1116. doi: https://doi.org/10.1016/j.enpol.2003.11.010
Oberndorfer, U. (2009). Energy prices, volatility, and the stock market: Evidence from the Eurozone.
Energy Policy, 37(12), 5787–5795. doi: https://doi.org/10.1016/j.enpol.2009.08.043
Ozcan, B., Ozturk, I. (2019). Renewable energy consumption‑economic growth nexus in emerging countries: A bootstrap panel causality test. Renewable and Sustainable Energy Reviews, 104, 30–37. doi: https://doi.org/10.1016/j.rser.2019.01.020
Peersman, G., Van Robays, I. (2009). Oil and the Euro area economy. Economic Policy, 24(60), 603–651. doi: https://doi.org/10.1111/j.1468–0327.2009.00233.x
Pesaran, M.H., Shin, Y. (1999). An Autoregressive Distributed‑Lag Modelling Approach to Cointegration Analysis. In: S. Strom (ed.), Econometrics and Economic Theory in the 20th Century. Cambridge: Cambridge University Press, 371–413. doi: https://doi.org/10.1017/ CCOL521633230.011
Pesaran, M.H., Shin, Y., Smith, R. J. (2001). Bounds testing approaches to the analysis of level re‑ lationships. Journal of Applied Econometrics, 16(3), 289–326. doi: https://doi.org/10.1002/ jae.616
Prokopowicz, D. (2023). Poland’s 2022 energy crisis as a result of the war in ukraine and years of neglect to carry out a green transformation of the energy sector. International Journal of New Economics and Social Sciences, 18(2), 113–131. doi: https://doi. org/10.5604/01.3001.0054.3042
Przekota, G. (2022). Do High Fuel Prices Pose an Obstacle to Economic Growth? A Study for Poland. Energies, 15(18), 6606. doi: https://doi.org/10.3390/en15186606
Przekota, G., Szczepańska‑Przekota, A. (2022). Pro‑Inflationary Impact of the Oil Market – A Study for Poland. Energies, 15(9), 3045. doi: https://doi.org/10.3390/en15093045
Qiao, H., Qin, P., Liu, Y., Yang, Y. (2023). International energy trade and inflation dynamics: The role of invoicing currency use during the low carbon transition. Energy Economics, 128, 107178. doi: https://doi.org/10.1016/j.eneco.2023.107178
Rubbo, E. (2024). What Drives Inflation? Lessons from Disaggregated Price Data. National Bureau of Economic Research, 32194. doi: https://doi.org/10.3386/w32194
Salisu, A.A., Isah, K.O., Oyewole, O.J., Akanni, L.O. (2017). Modelling oil price‑inflation nex‑ us: The role of asymmetries. Energy, 125, 97–106. doi: https://doi.org/10.1016/j.ener‑ gy.2017.02.128
Sek, S.K., Teo, X.Q., Wong, Y.N. (2015). A Comparative Study on the Effects of Oil Price Changes on Inflation. Procedia Economics and Finance, 26, 630–636. doi: https://doi.org/10.1016/ S2212‑5671(15)00800‑X
Sharif, A., Aloui, C., Yarovaya, L. (2020). COVID‑19 pandemic, oil prices, stock market, geopolit‑ ical risk and policy uncertainty nexus in the US economy: Fresh evidence from the wave‑ let‑based approach. International Review of Financial Analysis, 70, 101496. doi: https://doi. org/10.1016/j.irfa.2020.101496
Sharma, S., Escobari, D. (2018). Identifying price bubble periods in the energy sector. Energy Economics, 69, 418–429. doi: https://doi.org/10.1016/j.eneco.2017.12.007
Siksnelyte‑Butkiene, I. (2021). Impact of the COVID‑19 Pandemic to the Sustainability of the Energy Sector. Sustainability, 13(23), 12973. doi: https://doi.org/10.3390/su132312973
Śmiech, S., Papież, M., Rubaszek, M., Snarska, M. (2021). The role of oil price uncertainty shocks on oil‑exporting countries. Energy Economics, 93, 105028. doi: https://doi.org/10.1016/j. eneco.2020.105028
Thalassinos, E., Ugurlu, E., Muratoglu, Y. (2012). Income Inequality and Inflation in the EU. European Research Studies Journal, XV(1), 127–140. doi: https://doi.org/10.35808/ersj/347
Van De Ven, D.J., Fouquet, R. (2017). Historical energy price shocks and their changing effects on the economy. Energy Economics, 62, 204–216. doi: https://doi.org/10.1016/j.eneco.2016.12.009
Zheng, T., Gong, L., Ye, S. (2023). Global energy market connectedness and inflation at risk. Energy Economics, 126, 106975. doi: https://doi.org/10.1016/j.eneco.2023.106975
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