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Avrupa ve Doğu Asya Doğal Gaz Piyasalarının Entegrasyonunun Değerlendirilmesi: Bir ARDL Yaklaşım

Year 2025, Volume: 10 Issue: 28, 828 - 851
https://doi.org/10.25204/iktisad.1615447

Abstract

Bu çalışma, Avrupa (NBP) ve Doğu Asya (JKM) doğal gaz piyasaları arasındaki fiyat dinamiklerini incelemektedir. Araştırma hem kısa hem de uzun vadeli asimetrileri tek bir çerçevede analiz etmeye olanak tanıyan Doğrusal Olmayan Otoregresif Dağıtılmış Gecikme (NARDL) modelini kullanmaktadır. NARDL yaklaşımı, bu asimetrileri tek bir model içinde ele alabildiği için özellikle tercih edilmiştir. Çalışmanın veri seti, 29 Temmuz 2014 ile 17 Kasım 2023 tarihleri arasını kapsamaktadır. Doğu Asya'daki LNG Japonya/Kore Göstergesi (JKM) günlük spot fiyatları SP Platts'tan, Birleşik Krallık'taki Ulusal Denge Noktası (NBP) günlük spot fiyatları ise aynı dönem için Refinitiv Eikon'dan temin edilmiştir. Elde edilen analiz bulguları, bir piyasadaki gecikmeli doğal gaz fiyatlarındaki değişikliklerin diğer piyasadaki fiyatları önemli ölçüde etkilediğini ortaya koymaktadır. Daha da dikkat çekici olan, negatif fiyat değişimlerinin etkisinin pozitif değişimlerin etkisinden daha büyük olmasıdır. Uzun vadeli çarpan etkilerinin ise yaklaşık 9 ila 12 aylık bir süre içinde ortaya çıktığı tespit edilmiştir. Bu sonuçlar, iki bölgesel piyasa arasındaki asimetrik bağlantıyı ve özellikle fiyat düşüşlerinin daha güçlü yayılma etkisine sahip olduğunu göstermektedir.

References

  • Albrizio, S., Bluedorn, J., Koch, C., Pescatori, A., and Stuermer, M. (2023). Sectoral shocks and the role of market integration: The case of natural gas. AEA Papers and Proceedings, 113, 43–46. https://doi.org/10.1257/pandp.20231063
  • Allen, D. E., and McAleer, M. (2020). A nonlinear autoregressive distributed lag (NARDL) analysis of West Texas Intermediate oil prices and the DOW JONES Index. Energies, 13(15), 4011. https://doi.org/10.3390/en1315401
  • Alper, F. (2017). Relationship between inflation and unemployment: The ARDL bound testing approach for Turkey. Uluslararası Ticaret ve Ekonomi Araştırmaları Dergisi, 1(2), 1–12. https://doi.org/10.30711/utead.352151
  • Balassa, B. (1964). The purchasing-power parity doctrine: A reappraisal. Journal of Political Economy, 72(6), 584–596. https://www.jstor.org/stable/1829464
  • Cassel, G. (1916). The present situation of the foreign exchanges. The Economic Journal, 26(103), 319–323. https://doi.org/10.2307/2221918
  • Chari, V. V., Kehoe, P. J., and McGrattan, E. R. (2002). Accounting for the great depression. The American Economic Review, 92(2), 22–27. https://www.jstor.org/stable/3083370
  • Chuliá, H., Furió, D., and Uribe, J. M. (2019). Volatility spillovers in energy markets. The Energy Journal, 40(3), 173–198. https://doi.org/10.5547/01956574.40.3.hchu
  • Chyong, C. K. (2019). European natural gas markets: Taking stock and looking forward. Review of Industrial Organization, 55(1), 89–109. https://doi.org/10.1007/s11151-019-09697-3
  • Crucini, M. J., and Shintani, M. (2008). Persistence in law of one price deviations: Evidence from micro-data. Journal of Monetary Economics, 55(3), 629–644. https://doi.org/10.1016/j.jmoneco.2007.12.010
  • Directorate-General for Energy. (2021). Quarterly report on European gas markets: With focus on financing models of hydrogen projects in Europe (Vol. 14, Issue 1). European Commission. https://tinyurl.com/2pyyyvut
  • Egger, P., Gruber, S., and Pfaffermayr, M. (2009). The law of one price: Conditional convergence evidence from disaggregated data. Applied Economics, 41(26), 3345–3357. https://doi.org/10.1080/00036840701426584
  • Engel, C., and Rogers, J. H. (2001). Deviations from purchasing power parity: Causes and welfare costs. Journal of International Economics, 55(1), 29–57. https://doi.org/10.1016/S0022-1996(01)00094-0
  • Ferrando, A., and Vesala, J. (2018). Concepts and measures of financial integration. In M. G. Buti, S. Deroose, V. Gaspar, and J. Nogueira Martins (Eds.), Elements of the Euro Area (pp. 53–66). Routledge.
  • Garcia, P., and Leuthold, R. M. (2004). A selected review of agricultural commodity futures and options markets. European Review of Agricultural Economics, 31(3), 235–272. https://doi.org/10.1093/erae/31.3.235
  • Goldberg, P. K., and Knetter, M. M. (1997). Causes and consequences of the export enhancement program for wheat. In R. C. Feenstra (Ed.), The effects of U.S. trade protection and promotion policies (pp. 273–296). University of Chicago Press.
  • González, M. de la O., Jareño, F., and Skinner, F. S. (2020). Nonlinear autoregressive distributed lag approach: An application on the connectedness between Bitcoin returns and the other ten most relevant cryptocurrency returns. Mathematics, 8(5), 810. https://doi.org/10.3390/math8050810
  • Goodwin, B. K., and Schroeder, T. C. (1991). Cointegration tests and spatial price linkages in regional cattle markets. American Journal of Agricultural Economics, 73(2), 452–464. https://doi.org/10.2307/1242731
  • Ingram, O. (2021, September 2). Introduction to Akaike information criterion. ResearchProspect. https://www.researchprospect.com/introduction-to-akaike-information-criterion/
  • Isard, P. (1977). How far can we push the "law of one price"?. The American Economic Review, 67(5), 942–948. https://www.jstor.org/stable/1828075
  • Kim, M.-K., and Kim, D.-W. (2019). Leading and lagging natural gas markets between Asia and Europe. OPEC Energy Review, 43(3), 383–395. https://doi.org/10.1111/opec.12163
  • Kopytin, I. A., Maslennikov, A. O., and Zhukov, S. V. (2022). Europe in world natural gas market: International transmission of European price shocks. International Journal of Energy Economics and Policy, 12(3), 8–15. https://doi.org/10.32479/ijeep.12941
  • Krugman, P. R., and Obstfeld, M. (2009). Internationale Wirtschaft: Theorie und Politik der Außenwirtschaft (8th ed.). Pearson.
  • Łęt, B. (2017). Linkages of natural gas and oil futures prices on the American and European derivatives market. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 482, 149–159. https://doi.org/10.15611/pn.2017.482.13
  • Li, R., Joyeux, R., and Ripple, R. D. (2014). International natural gas market integration. The Energy Journal, 35(4), 159–179. https://doi.org/10.5547/01956574.35.4.rli
  • Liang, X., and Kapusuzoglu, A. (2016). The dynamic interactions of world natural gas markets. PressAcademia Procedia, 5(1), 267–267. https://doi.org/10.17261/Pressacademia.2016321971
  • McNew, K. (1996). Spatial market integration: Definition, theory, and evidence. Agricultural and Resource Economics Review, 25(1), 1–11. https://doi.org/10.1017/S1068280500000010
  • Mousavian, S., Raouf, B., and Conejo, A. J. (2021). Equilibria in interdependent natural-gas and electric power markets: An analytical approach. Journal of Modern Power Systems and Clean Energy, 9(4), 776–787. https://doi.org/10.35833/MPCE.2020.000898
  • Muwanga, G., and Snyder, D. (1999). Market integration and the law of one price: An empirical comparison of alternative estimation approaches. Economics Research Institute Study Papers Paper 172. https://digitalcommons.usu.edu/eri/172/
  • Nkoro, E., and Uko, A. K. (2016). Autoregressive Distributed Lag (ARDL) cointegration technique: Application and interpretation. Journal of Statistical and Econometric Methods, 5(4), 63–91. https://ideas.repec.org/a/spt/stecon/v5y2016i4f5_4_3.html
  • Pesaran, M. H., Shin, Y., and 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
  • Renou-Maissant, P. (2012). Toward the integration of European natural gas markets: A time-varying approach. Energy Policy, 51, 779–790. https://doi.org/10.1016/j.enpol.2012.09.027
  • Rogoff, K. (1996). The purchasing power parity puzzle. Journal of Economic Literature, 34, 647–668. https://scholar.harvard.edu/files/rogoff/files/51_jel1996.pdf
  • Samuelson, P. A. (1964). Theoretical notes on trade problems. The Review of Economics and Statistics, 46(2), 145–154. https://doi.org/10.2307/1928178
  • Shin, Y., Yu, B., and Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In R. C. Sickles and W. C. Horrace (Eds.), Festschrift in honor of Peter Schmidt: Econometric methods and applications (pp. 281–314). Springer. https://doi.org/10.1007/978-1-4899-8008-3_9
  • Siliverstovs, B., L’Hégaret, G., Neumann, A., and von Hirschhausen, C. (2005). International market integration for natural gas? A cointegration analysis of prices in Europe, North America and Japan. Energy Economics, 27(4), 603–615. https://doi.org/10.1016/j.eneco.2005.03.002
  • Silvennoinen, A., and Thorp, S. (2013). Financialization, crisis and commodity correlation dynamics. Journal of International Financial Markets, Institutions and Money, 24, 42–65. https://doi.org/10.1016/j.intfin.2012.11.007
  • Tavares, J., and Morgado, P. (2006). Economic integration and the correlation of stock returns (SSRN Scholarly Paper No. 964775). Social Science Research Network. https://doi.org/10.2139/ssrn.964775
  • Wang, P., and Moore, T. (2008). Stock market integration for the transition economies: Time-varying conditional correlation approach. The Manchester School, 76(1), 116–133. https://doi.org/10.1111/j.1467-9957.2008.01077.x
  • Wilmot, N. A., and Taivan, A. (2017). The causal relationship in North American energy production. OPEC Energy Review, 41(3), 239–258. https://doi.org/10.1111/opec.12104
  • Wu, Y. (2011). Gas market integration: Global trends and implications for the EAS region. Economic Research Institute for ASEAN and East Asia. ERIA Discussion Paper Series ERIA-DP-2011-07. https://www.eria.org/ERIA-DP-2011-07.pdf

Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach

Year 2025, Volume: 10 Issue: 28, 828 - 851
https://doi.org/10.25204/iktisad.1615447

Abstract

This study investigates the relationship between natural gas price dynamics in Europe and East Asia using the Nonlinear Autoregressive Distributed Lag (NARDL) model, which allows for the analysis of both short- and long-term asymmetries in a unified framework. The NARDL approach is particularly appealing due to its simplicity in handling these asymmetries within a single model. The dataset includes daily spot prices for natural gas in East Asia, specifically the LNG Japan/Korea Marker (JKM) obtained from SP Platts covering the period from July 29, 2014, to November 17, 2023. Additionally, daily spot prices from the National Balancing Point (NBP) in the United Kingdom were sourced from Refinitiv Eikon for the same time frame. Findings from the analysis indicate that changes in lagged natural gas prices in one market significantly influence prices in the other. Moreover, the impact of negative price shifts appears to be greater than that of positive shifts, with long-term multiplier effects manifesting over a period of approximately 9 to 12 months.

References

  • Albrizio, S., Bluedorn, J., Koch, C., Pescatori, A., and Stuermer, M. (2023). Sectoral shocks and the role of market integration: The case of natural gas. AEA Papers and Proceedings, 113, 43–46. https://doi.org/10.1257/pandp.20231063
  • Allen, D. E., and McAleer, M. (2020). A nonlinear autoregressive distributed lag (NARDL) analysis of West Texas Intermediate oil prices and the DOW JONES Index. Energies, 13(15), 4011. https://doi.org/10.3390/en1315401
  • Alper, F. (2017). Relationship between inflation and unemployment: The ARDL bound testing approach for Turkey. Uluslararası Ticaret ve Ekonomi Araştırmaları Dergisi, 1(2), 1–12. https://doi.org/10.30711/utead.352151
  • Balassa, B. (1964). The purchasing-power parity doctrine: A reappraisal. Journal of Political Economy, 72(6), 584–596. https://www.jstor.org/stable/1829464
  • Cassel, G. (1916). The present situation of the foreign exchanges. The Economic Journal, 26(103), 319–323. https://doi.org/10.2307/2221918
  • Chari, V. V., Kehoe, P. J., and McGrattan, E. R. (2002). Accounting for the great depression. The American Economic Review, 92(2), 22–27. https://www.jstor.org/stable/3083370
  • Chuliá, H., Furió, D., and Uribe, J. M. (2019). Volatility spillovers in energy markets. The Energy Journal, 40(3), 173–198. https://doi.org/10.5547/01956574.40.3.hchu
  • Chyong, C. K. (2019). European natural gas markets: Taking stock and looking forward. Review of Industrial Organization, 55(1), 89–109. https://doi.org/10.1007/s11151-019-09697-3
  • Crucini, M. J., and Shintani, M. (2008). Persistence in law of one price deviations: Evidence from micro-data. Journal of Monetary Economics, 55(3), 629–644. https://doi.org/10.1016/j.jmoneco.2007.12.010
  • Directorate-General for Energy. (2021). Quarterly report on European gas markets: With focus on financing models of hydrogen projects in Europe (Vol. 14, Issue 1). European Commission. https://tinyurl.com/2pyyyvut
  • Egger, P., Gruber, S., and Pfaffermayr, M. (2009). The law of one price: Conditional convergence evidence from disaggregated data. Applied Economics, 41(26), 3345–3357. https://doi.org/10.1080/00036840701426584
  • Engel, C., and Rogers, J. H. (2001). Deviations from purchasing power parity: Causes and welfare costs. Journal of International Economics, 55(1), 29–57. https://doi.org/10.1016/S0022-1996(01)00094-0
  • Ferrando, A., and Vesala, J. (2018). Concepts and measures of financial integration. In M. G. Buti, S. Deroose, V. Gaspar, and J. Nogueira Martins (Eds.), Elements of the Euro Area (pp. 53–66). Routledge.
  • Garcia, P., and Leuthold, R. M. (2004). A selected review of agricultural commodity futures and options markets. European Review of Agricultural Economics, 31(3), 235–272. https://doi.org/10.1093/erae/31.3.235
  • Goldberg, P. K., and Knetter, M. M. (1997). Causes and consequences of the export enhancement program for wheat. In R. C. Feenstra (Ed.), The effects of U.S. trade protection and promotion policies (pp. 273–296). University of Chicago Press.
  • González, M. de la O., Jareño, F., and Skinner, F. S. (2020). Nonlinear autoregressive distributed lag approach: An application on the connectedness between Bitcoin returns and the other ten most relevant cryptocurrency returns. Mathematics, 8(5), 810. https://doi.org/10.3390/math8050810
  • Goodwin, B. K., and Schroeder, T. C. (1991). Cointegration tests and spatial price linkages in regional cattle markets. American Journal of Agricultural Economics, 73(2), 452–464. https://doi.org/10.2307/1242731
  • Ingram, O. (2021, September 2). Introduction to Akaike information criterion. ResearchProspect. https://www.researchprospect.com/introduction-to-akaike-information-criterion/
  • Isard, P. (1977). How far can we push the "law of one price"?. The American Economic Review, 67(5), 942–948. https://www.jstor.org/stable/1828075
  • Kim, M.-K., and Kim, D.-W. (2019). Leading and lagging natural gas markets between Asia and Europe. OPEC Energy Review, 43(3), 383–395. https://doi.org/10.1111/opec.12163
  • Kopytin, I. A., Maslennikov, A. O., and Zhukov, S. V. (2022). Europe in world natural gas market: International transmission of European price shocks. International Journal of Energy Economics and Policy, 12(3), 8–15. https://doi.org/10.32479/ijeep.12941
  • Krugman, P. R., and Obstfeld, M. (2009). Internationale Wirtschaft: Theorie und Politik der Außenwirtschaft (8th ed.). Pearson.
  • Łęt, B. (2017). Linkages of natural gas and oil futures prices on the American and European derivatives market. Prace Naukowe Uniwersytetu Ekonomicznego we Wrocławiu, 482, 149–159. https://doi.org/10.15611/pn.2017.482.13
  • Li, R., Joyeux, R., and Ripple, R. D. (2014). International natural gas market integration. The Energy Journal, 35(4), 159–179. https://doi.org/10.5547/01956574.35.4.rli
  • Liang, X., and Kapusuzoglu, A. (2016). The dynamic interactions of world natural gas markets. PressAcademia Procedia, 5(1), 267–267. https://doi.org/10.17261/Pressacademia.2016321971
  • McNew, K. (1996). Spatial market integration: Definition, theory, and evidence. Agricultural and Resource Economics Review, 25(1), 1–11. https://doi.org/10.1017/S1068280500000010
  • Mousavian, S., Raouf, B., and Conejo, A. J. (2021). Equilibria in interdependent natural-gas and electric power markets: An analytical approach. Journal of Modern Power Systems and Clean Energy, 9(4), 776–787. https://doi.org/10.35833/MPCE.2020.000898
  • Muwanga, G., and Snyder, D. (1999). Market integration and the law of one price: An empirical comparison of alternative estimation approaches. Economics Research Institute Study Papers Paper 172. https://digitalcommons.usu.edu/eri/172/
  • Nkoro, E., and Uko, A. K. (2016). Autoregressive Distributed Lag (ARDL) cointegration technique: Application and interpretation. Journal of Statistical and Econometric Methods, 5(4), 63–91. https://ideas.repec.org/a/spt/stecon/v5y2016i4f5_4_3.html
  • Pesaran, M. H., Shin, Y., and 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
  • Renou-Maissant, P. (2012). Toward the integration of European natural gas markets: A time-varying approach. Energy Policy, 51, 779–790. https://doi.org/10.1016/j.enpol.2012.09.027
  • Rogoff, K. (1996). The purchasing power parity puzzle. Journal of Economic Literature, 34, 647–668. https://scholar.harvard.edu/files/rogoff/files/51_jel1996.pdf
  • Samuelson, P. A. (1964). Theoretical notes on trade problems. The Review of Economics and Statistics, 46(2), 145–154. https://doi.org/10.2307/1928178
  • Shin, Y., Yu, B., and Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In R. C. Sickles and W. C. Horrace (Eds.), Festschrift in honor of Peter Schmidt: Econometric methods and applications (pp. 281–314). Springer. https://doi.org/10.1007/978-1-4899-8008-3_9
  • Siliverstovs, B., L’Hégaret, G., Neumann, A., and von Hirschhausen, C. (2005). International market integration for natural gas? A cointegration analysis of prices in Europe, North America and Japan. Energy Economics, 27(4), 603–615. https://doi.org/10.1016/j.eneco.2005.03.002
  • Silvennoinen, A., and Thorp, S. (2013). Financialization, crisis and commodity correlation dynamics. Journal of International Financial Markets, Institutions and Money, 24, 42–65. https://doi.org/10.1016/j.intfin.2012.11.007
  • Tavares, J., and Morgado, P. (2006). Economic integration and the correlation of stock returns (SSRN Scholarly Paper No. 964775). Social Science Research Network. https://doi.org/10.2139/ssrn.964775
  • Wang, P., and Moore, T. (2008). Stock market integration for the transition economies: Time-varying conditional correlation approach. The Manchester School, 76(1), 116–133. https://doi.org/10.1111/j.1467-9957.2008.01077.x
  • Wilmot, N. A., and Taivan, A. (2017). The causal relationship in North American energy production. OPEC Energy Review, 41(3), 239–258. https://doi.org/10.1111/opec.12104
  • Wu, Y. (2011). Gas market integration: Global trends and implications for the EAS region. Economic Research Institute for ASEAN and East Asia. ERIA Discussion Paper Series ERIA-DP-2011-07. https://www.eria.org/ERIA-DP-2011-07.pdf
There are 40 citations in total.

Details

Primary Language English
Subjects International Corporation
Journal Section Research Papers
Authors

Reza Bilgin 0009-0001-6266-9290

Early Pub Date October 17, 2025
Publication Date October 21, 2025
Submission Date January 7, 2025
Acceptance Date September 25, 2025
Published in Issue Year 2025 Volume: 10 Issue: 28

Cite

APA Bilgin, R. (2025). Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach. İktisadi İdari Ve Siyasal Araştırmalar Dergisi, 10(28), 828-851. https://doi.org/10.25204/iktisad.1615447
AMA Bilgin R. Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach. JEBUPOR. October 2025;10(28):828-851. doi:10.25204/iktisad.1615447
Chicago Bilgin, Reza. “Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach”. İktisadi İdari Ve Siyasal Araştırmalar Dergisi 10, no. 28 (October 2025): 828-51. https://doi.org/10.25204/iktisad.1615447.
EndNote Bilgin R (October 1, 2025) Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach. İktisadi İdari ve Siyasal Araştırmalar Dergisi 10 28 828–851.
IEEE R. Bilgin, “Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach”, JEBUPOR, vol. 10, no. 28, pp. 828–851, 2025, doi: 10.25204/iktisad.1615447.
ISNAD Bilgin, Reza. “Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach”. İktisadi İdari ve Siyasal Araştırmalar Dergisi 10/28 (October2025), 828-851. https://doi.org/10.25204/iktisad.1615447.
JAMA Bilgin R. Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach. JEBUPOR. 2025;10:828–851.
MLA Bilgin, Reza. “Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach”. İktisadi İdari Ve Siyasal Araştırmalar Dergisi, vol. 10, no. 28, 2025, pp. 828-51, doi:10.25204/iktisad.1615447.
Vancouver Bilgin R. Assessing the Integration of Natural Gas Markets in Europe and East Asia: An ARDL Approach. JEBUPOR. 2025;10(28):828-51.