Araştırma Makalesi
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Impact of Oil Prices on BIST City Indices: Regional Differences in Company Performance

Yıl 2025, Cilt: 39 Sayı: 1, 14 - 25, 08.01.2025
https://doi.org/10.16951/trendbusecon.1443242

Öz

This article examines the impact of WTI crude oil prices on nine city indices traded on the BIST, using daily data from 2014 to 2024. The study employs unit root tests, cointegration analysis, and FMOLS estimation to investigate the long-term relationship between oil prices and city indices. The results indicate that oil prices and city indices exhibit a symmetrical and significant relationship in the long run, with different degrees of impact across city indices. The XSANT Index, comprising companies in and around Antalya province, is the most influenced by crude oil prices, whereas the XSIST Index, comprising companies in Istanbul province, is the least affected. The findings have important implications for investors and policymakers who need to monitor oil price fluctuations and their effects on financial market indices.

Kaynakça

  • Affoh, R., Zheng, H., Dangui, K., & Dissani, B. M. (2022). The impact of climate variability and change on food security in sub-saharan africa: perspective from panel data analysis. Sustainability, 14(2), 759. [CrossRef]
  • Alt, J. E. (1987). Crude politics: Oil and the political economy of unemployment in Britain and Norway, 1970–85. British Journal of Political Science, 17(2), 149-199. [CrossRef]
  • Atmaca, V. D. (2018). BİST şehir endeksleri oynaklığının DCCGARCH model ile analizi. Yönetim Bilimleri Dergisi, 16(31), 287-308. [CrossRef]
  • Azhgaliyeva, D., Kapsalyamova, Z., & Mishra, R. (2022). Oil price shocks and green bonds: An empirical evidence. Energy Economics, 112, 106108. [CrossRef]
  • Barrell, R., Delannoy, A., & Holland, D. (2011). The impact of high oil prices on the economy. National Institute Economic Review, 217(1), F68-F74. [CrossRef]
  • Basher, S. A., Haug, A. A., & Sadorsky, P. (2012). Oil prices, exchange rates and emerging stock markets. Energy Economics, 34(1), 227-240. [CrossRef]
  • Birol, F. (2007). World energy outlook 2007: China and India insights. Council on Foreign Relations, Inside CFR Events podcast, MP3 file, 1, 02-17. [CrossRef]
  • Bulut, Ö. U., & Yılmaz, H. (2020). Finansal liberalizasyonun uzun dönemde istihdam yaratıcı etkisinin FMOLS, DOLS ve CCR yöntemi ile analizi. International Journal of Business and Economic Studies, 1(2), 53-59. [CrossRef]
  • Chen, N. F., Roll, R., & Ross, S. A. (1986). Economic forces and the stock market. Journal of Business, 383-403. [CrossRef]
  • Chiou, J., Lee, Y., & Lin, C. (2008). Existence of a long-run equilibrium between the S&P 500 and oil prices. International Research Journal of Finance & Economics, 21, 68-75.
  • Clements, A., Shield, C., & Thiele, S. (2019). Which oil shocks really matter in equity markets?. Energy Economics, 81, 134-141. [CrossRef]
  • Cologni, A., & Manera, M. (2008). Oil prices, inflation and interest rates in a structural cointegrated VAR model for the G-7 countries. Energy Economics, 30(3), 856-888. [CrossRef]
  • Cong, R. G., Wei, Y. M., Jiao, J. L., & Fan, Y. (2008). Relationships between oil price shocks and stock market: An empirical analysis from China. Energy Policy, 36(9), 3544-3553. [CrossRef]
  • Cunado, J., & De Gracia, F. P. (2005). Oil prices, economic activity and inflation: evidence for some Asian countries. The Quarterly Review of Economics and Finance, 45(1), 65-83. [CrossRef]
  • Das, D., & Kannadhasan, M. (2020). The asymmetric oil price and policy uncertainty shock exposure of emerging market sectoral equity returns: A quantile regression approach. International Review of Economics & Finance, 69, 563-581. [CrossRef]
  • Dayanandan, A., & Donker, H. (2011). Oil prices and accounting profits of oil and gas companies. International Review of Financial Analysis, 20(5), 252-257. [CrossRef]
  • Diaz, E. M., & De Gracia, F. P. (2017). Oil price shocks and stock returns of oil and gas corporations. Finance Research Letters, 20, 75-80. [CrossRef]
  • Driesprong, G., Jacobsen, B., & Maat, B. (2008). Striking oil: another puzzle?. Journal of Financial Economics, 89(2), 307-327. [CrossRef]
  • Elwood, S. K. (2001). Oil-price shocks: beyond standard aggregate demand/aggregate supply analysis. The Journal of Economic Education, 32(4), 381-386. [CrossRef]
  • Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: Journal of the Econometric Society, 251-276. [CrossRef]
  • Engle, R. F., & Yoo, B. S. (1987). Forecasting and testing in co-integrated systems. Journal of Econometrics, 35(1), 143-159. [CrossRef]
  • Faff, R. W., & Brailsford, T. J. (1999). Oil price risk and the Australian stock market. Journal of Energy Finance & Development, 4(1), 69-87. [CrossRef]
  • Fama, E. F., & French, K. R. (1989). Business conditions and expected returns on stocks and bonds. Journal of Financial Economics, 25(1), 23-49. [CrossRef]
  • Ferson, W. E., & Harvey, C. R. (1993). The risk and predictability of international equity returns. Review of Financial Studies, 6(3), 527-566. [CrossRef]
  • Ferson, W. E., & Harvey, C. R. (1995). Predictability and time-varying risk in world equity markets. Research in Finance, 13, 25-88. [CrossRef]
  • Geman, H., & Kharoubi, C. (2008). WTI crude oil futures in portfolio diversification: The time-to-maturity effect. Journal of Banking & Finance, 32(12), 2553-2559. [CrossRef]
  • Gujarati, D. N. (2002). Basic Econometrics 4th ed., 724-729.
  • Hamilton, J. D. (1983). Oil and the macroeconomy since World War II. Journal of Political Economy, 91(2), 228-248. [CrossRef]
  • Hamilton, J. D. (1985). Historical causes of postwar oil shocks and recessions. The Energy Journal, 6(1), 97-116. [CrossRef]
  • Huang, R. D., Masulis, R. W., & Stoll, H. R. (1996). Energy shocks and financial markets. Journal of Futures Markets, 16(1), 1-27. [CrossRef]
  • Jiménez-Rodríguez, R., & Sánchez, M. (2005). Oil price shocks and real GDP growth: empirical evidence for some OECD countries. Applied Economics, 37(2), 201-228. [CrossRef]
  • Johansen, S. (1988a). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2-3), 231-254. [CrossRef]
  • Johansen, S. (1991b). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica: jjurnal of the Econometric Society, 1551-1580. [CrossRef]
  • Johansen, S. (1995c). Identifying restrictions of linear equations with applications to simultaneous equations and cointegration. Journal of Econometrics, 69(1), 111-132. [CrossRef]
  • Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with appucations to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. [CrossRef]
  • Jones, C. M., & Kaul, G. (1996). Oil and the stock markets. The Journal of Finance, 51(2), 463-491. [CrossRef]
  • Kandir, S. Y. (2008). Macroeconomic variables, firm characteristics and stock returns: Evidence from Turkey. International Research Journal of Finance and Economics, 16(1), 35-45. [CrossRef]
  • Kaneko, T., & Lee, B. S. (1995). Relative importance of economic factors in the US and Japanese stock markets. Journal of the Japanese and International Economies, 9(3), 290-307. [CrossRef]
  • Kang, W., De Gracia, F. P., & Ratti, R. A. (2017). Oil price shocks, policy uncertainty, and stock returns of oil and gas corporations. Journal of International Money and Finance, 70, 344-359. [CrossRef]
  • Kaul, G., & Seyhun, H. N. (1990). Relative price variability, real shocks, and the stock market. The Journal of Finance, 45(2), 479-496. [CrossRef]
  • Kayral, İ. E. (2020). BİST şehir endeksleri ile döviz kurları arasındaki ilişkinin incelenmesi: bir ARDL sınır testi uygulaması. IBAD Sosyal Bilimler Dergisi, (6), 272-284. [CrossRef]
  • Kilian, L. (2008). A comparison of the effects of exogenous oil supply shocks on output and inflation in the G7 countries. Journal of the European Economic Association, 6(1), 78-121. [CrossRef]
  • Kilian, L., & Park, C. (2009). The impact of oil price shocks on the US stock market. International Economic Review, 50(4), 1267-1287. [CrossRef]
  • Kwon, C. S., Shin, T. S., & Bacon, F. W. (1997). The effect of macroeconomic variables on stock market returns in developing markets. Multinational Business Review, 5(2), 63.
  • Liu, J. (2017). Impact of oil price changes on stock returns of UK oil and gas companies: A wavelet-based analysis. Available at SSRN 2997025. [CrossRef]
  • O’Neill, T. J., Penm, J., & Terrell, R. D. (2008). The role of higher oil prices: A case of major developed countries. In Research in Finance (Emerald Group Publishing Limited), 24, 287-299. [CrossRef]
  • Özbek, S. (2023). Döviz kuru yansıma etkisinin ARDL, FMOLS, DOLS ve CCR yöntemleriyle tahmini: Türkiye örneği (2006-2022). Anadolu Üniversitesi Sosyal Bilimler Dergisi, 23(2), 517-536. [CrossRef]
  • Özkan, N., & Ünlü, U. (2021). Bölgesel Covid-19 vaka sayıları, altın fiyatları, Euro ve BIST şehir endeksleri arasındaki İlişki: bir ARDL sınır testi yaklaşımı. Ekonomi Politika ve Finans Araştırmaları Dergisi, 6(1), 240-253. [CrossRef]
  • Park, J., & Ratti, R. A. (2008). Oil price shocks and stock markets in the US and 13 European countries. Energy Economics, 30(5), 2587-2608. [CrossRef]
  • Phillips, P. C., & Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I (1) processes. The Review of Economic Studies, 57(1), 99-125. [CrossRef]
  • Qiang, W., Lin, A., Zhao, C., Liu, Z., Liu, M., & Wang, X. (2019). The impact of international crude oil price fluctuation on the exchange rate of petroleum-importing countries: a summary of recent studies. Natural Hazards, 95, 227-239. [CrossRef]
  • Raheem, I. D. (2022). Different strokes for different folks: The case of oil shocks and emerging equity markets. Energy Economics, 108, 105897. [CrossRef]
  • Ready, R. C. (2018). Oil prices and the stock market. Review of Finance, 22(1), 155-176. [CrossRef]
  • Sadorsky, P. (2003). The macroeconomic determinants of technology stock price volatility. Review of Financial Economics, 12(2), 191-205. [CrossRef]
  • Sakaki, H. (2019). Oil price shocks and the equity market: Evidence for the S&P 500 sectoral indices. Research in International Business and Finance, 49, 137-155. [CrossRef]
  • Sakur, R. (2023). İhracat değişiminin BIST endeks getirileri üzerine etkisi: BIST şehir endeksleri üzerine bir nedensellik analizi. Finans Ekonomi ve Sosyal Araştırmalar Dergisi, 8(1), 40-47. [CrossRef]
  • Schwert, G. W. (1990). Stock returns and real activity: A century of evidence. The Journal of Finance, 45(4), 1237-1257. [CrossRef]
  • Sen, A., Dutta Choudhury, K., & Kumar Datta, T. (2023). An analysis of crude oil prices in the last decade (2011-2020): With deep learning approach. Plos One, 18(3), e0268996. [CrossRef]
  • Sentana, E., & Wadhwani, S. (1991). Semi-parametric estimation and the predictability of stock market returns: some lessons from Japan. The Review of Economic Studies, 58(3), 547-563. [CrossRef]
  • Umar, Z., Abrar, A., Zaremba, A., Teplova, T., & Vo, X. V. (2022). Network connectedness of environmental attention—Green and dirty assets. Finance Research Letters, 50, 103209. [CrossRef]
  • Yousef, E. M. A. (2022). The long-run relationship between disaggregated government expenditure and economic growth in jordan. International Journal of Economics and Financial Issues, 12(5), 1-9. [CrossRef]

Petrol Fiyatlarının BIST Şehir Endeksleri Üzerindeki Etkisi: Şirket Performansında Bölgesel Farklılıklar

Yıl 2025, Cilt: 39 Sayı: 1, 14 - 25, 08.01.2025
https://doi.org/10.16951/trendbusecon.1443242

Öz

Bu makale, WTI ham petrol fiyatlarının BIST'te işlem gören dokuz şehir endeksi üzerindeki etkisini 2014-2024 yılları arasındaki günlük verileri kullanarak incelemektedir. Çalışmada, petrol fiyatları ve şehir endeksleri arasındaki uzun dönemli ilişkiyi araştırmak için birim kök testleri, eşbütünleşme analizi ve FMOLS tahmini kullanılmıştır. Sonuçlar, petrol fiyatları ve şehir endekslerinin uzun dönemde simetrik ve anlamlı bir ilişki sergilediğini ve şehir endeksleri arasında farklı etki dereceleri olduğunu göstermektedir. Antalya ili ve çevresindeki şirketlerin oluşturduğu XSANT Endeksi ham petrol fiyatlarından en çok etkilenen endeks olurken, İstanbul ilindeki şirketlerin oluşturduğu XSIST Endeksi en az etkilenen endeks olmuştur. Bulgular, petrol fiyatlarındaki dalgalanmaları ve bunların finansal piyasa endeksleri üzerindeki etkilerini izlemesi gereken yatırımcılar ve politika yapıcılar için önemli çıkarımlara sahiptir.

Kaynakça

  • Affoh, R., Zheng, H., Dangui, K., & Dissani, B. M. (2022). The impact of climate variability and change on food security in sub-saharan africa: perspective from panel data analysis. Sustainability, 14(2), 759. [CrossRef]
  • Alt, J. E. (1987). Crude politics: Oil and the political economy of unemployment in Britain and Norway, 1970–85. British Journal of Political Science, 17(2), 149-199. [CrossRef]
  • Atmaca, V. D. (2018). BİST şehir endeksleri oynaklığının DCCGARCH model ile analizi. Yönetim Bilimleri Dergisi, 16(31), 287-308. [CrossRef]
  • Azhgaliyeva, D., Kapsalyamova, Z., & Mishra, R. (2022). Oil price shocks and green bonds: An empirical evidence. Energy Economics, 112, 106108. [CrossRef]
  • Barrell, R., Delannoy, A., & Holland, D. (2011). The impact of high oil prices on the economy. National Institute Economic Review, 217(1), F68-F74. [CrossRef]
  • Basher, S. A., Haug, A. A., & Sadorsky, P. (2012). Oil prices, exchange rates and emerging stock markets. Energy Economics, 34(1), 227-240. [CrossRef]
  • Birol, F. (2007). World energy outlook 2007: China and India insights. Council on Foreign Relations, Inside CFR Events podcast, MP3 file, 1, 02-17. [CrossRef]
  • Bulut, Ö. U., & Yılmaz, H. (2020). Finansal liberalizasyonun uzun dönemde istihdam yaratıcı etkisinin FMOLS, DOLS ve CCR yöntemi ile analizi. International Journal of Business and Economic Studies, 1(2), 53-59. [CrossRef]
  • Chen, N. F., Roll, R., & Ross, S. A. (1986). Economic forces and the stock market. Journal of Business, 383-403. [CrossRef]
  • Chiou, J., Lee, Y., & Lin, C. (2008). Existence of a long-run equilibrium between the S&P 500 and oil prices. International Research Journal of Finance & Economics, 21, 68-75.
  • Clements, A., Shield, C., & Thiele, S. (2019). Which oil shocks really matter in equity markets?. Energy Economics, 81, 134-141. [CrossRef]
  • Cologni, A., & Manera, M. (2008). Oil prices, inflation and interest rates in a structural cointegrated VAR model for the G-7 countries. Energy Economics, 30(3), 856-888. [CrossRef]
  • Cong, R. G., Wei, Y. M., Jiao, J. L., & Fan, Y. (2008). Relationships between oil price shocks and stock market: An empirical analysis from China. Energy Policy, 36(9), 3544-3553. [CrossRef]
  • Cunado, J., & De Gracia, F. P. (2005). Oil prices, economic activity and inflation: evidence for some Asian countries. The Quarterly Review of Economics and Finance, 45(1), 65-83. [CrossRef]
  • Das, D., & Kannadhasan, M. (2020). The asymmetric oil price and policy uncertainty shock exposure of emerging market sectoral equity returns: A quantile regression approach. International Review of Economics & Finance, 69, 563-581. [CrossRef]
  • Dayanandan, A., & Donker, H. (2011). Oil prices and accounting profits of oil and gas companies. International Review of Financial Analysis, 20(5), 252-257. [CrossRef]
  • Diaz, E. M., & De Gracia, F. P. (2017). Oil price shocks and stock returns of oil and gas corporations. Finance Research Letters, 20, 75-80. [CrossRef]
  • Driesprong, G., Jacobsen, B., & Maat, B. (2008). Striking oil: another puzzle?. Journal of Financial Economics, 89(2), 307-327. [CrossRef]
  • Elwood, S. K. (2001). Oil-price shocks: beyond standard aggregate demand/aggregate supply analysis. The Journal of Economic Education, 32(4), 381-386. [CrossRef]
  • Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: Journal of the Econometric Society, 251-276. [CrossRef]
  • Engle, R. F., & Yoo, B. S. (1987). Forecasting and testing in co-integrated systems. Journal of Econometrics, 35(1), 143-159. [CrossRef]
  • Faff, R. W., & Brailsford, T. J. (1999). Oil price risk and the Australian stock market. Journal of Energy Finance & Development, 4(1), 69-87. [CrossRef]
  • Fama, E. F., & French, K. R. (1989). Business conditions and expected returns on stocks and bonds. Journal of Financial Economics, 25(1), 23-49. [CrossRef]
  • Ferson, W. E., & Harvey, C. R. (1993). The risk and predictability of international equity returns. Review of Financial Studies, 6(3), 527-566. [CrossRef]
  • Ferson, W. E., & Harvey, C. R. (1995). Predictability and time-varying risk in world equity markets. Research in Finance, 13, 25-88. [CrossRef]
  • Geman, H., & Kharoubi, C. (2008). WTI crude oil futures in portfolio diversification: The time-to-maturity effect. Journal of Banking & Finance, 32(12), 2553-2559. [CrossRef]
  • Gujarati, D. N. (2002). Basic Econometrics 4th ed., 724-729.
  • Hamilton, J. D. (1983). Oil and the macroeconomy since World War II. Journal of Political Economy, 91(2), 228-248. [CrossRef]
  • Hamilton, J. D. (1985). Historical causes of postwar oil shocks and recessions. The Energy Journal, 6(1), 97-116. [CrossRef]
  • Huang, R. D., Masulis, R. W., & Stoll, H. R. (1996). Energy shocks and financial markets. Journal of Futures Markets, 16(1), 1-27. [CrossRef]
  • Jiménez-Rodríguez, R., & Sánchez, M. (2005). Oil price shocks and real GDP growth: empirical evidence for some OECD countries. Applied Economics, 37(2), 201-228. [CrossRef]
  • Johansen, S. (1988a). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2-3), 231-254. [CrossRef]
  • Johansen, S. (1991b). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica: jjurnal of the Econometric Society, 1551-1580. [CrossRef]
  • Johansen, S. (1995c). Identifying restrictions of linear equations with applications to simultaneous equations and cointegration. Journal of Econometrics, 69(1), 111-132. [CrossRef]
  • Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration—with appucations to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169-210. [CrossRef]
  • Jones, C. M., & Kaul, G. (1996). Oil and the stock markets. The Journal of Finance, 51(2), 463-491. [CrossRef]
  • Kandir, S. Y. (2008). Macroeconomic variables, firm characteristics and stock returns: Evidence from Turkey. International Research Journal of Finance and Economics, 16(1), 35-45. [CrossRef]
  • Kaneko, T., & Lee, B. S. (1995). Relative importance of economic factors in the US and Japanese stock markets. Journal of the Japanese and International Economies, 9(3), 290-307. [CrossRef]
  • Kang, W., De Gracia, F. P., & Ratti, R. A. (2017). Oil price shocks, policy uncertainty, and stock returns of oil and gas corporations. Journal of International Money and Finance, 70, 344-359. [CrossRef]
  • Kaul, G., & Seyhun, H. N. (1990). Relative price variability, real shocks, and the stock market. The Journal of Finance, 45(2), 479-496. [CrossRef]
  • Kayral, İ. E. (2020). BİST şehir endeksleri ile döviz kurları arasındaki ilişkinin incelenmesi: bir ARDL sınır testi uygulaması. IBAD Sosyal Bilimler Dergisi, (6), 272-284. [CrossRef]
  • Kilian, L. (2008). A comparison of the effects of exogenous oil supply shocks on output and inflation in the G7 countries. Journal of the European Economic Association, 6(1), 78-121. [CrossRef]
  • Kilian, L., & Park, C. (2009). The impact of oil price shocks on the US stock market. International Economic Review, 50(4), 1267-1287. [CrossRef]
  • Kwon, C. S., Shin, T. S., & Bacon, F. W. (1997). The effect of macroeconomic variables on stock market returns in developing markets. Multinational Business Review, 5(2), 63.
  • Liu, J. (2017). Impact of oil price changes on stock returns of UK oil and gas companies: A wavelet-based analysis. Available at SSRN 2997025. [CrossRef]
  • O’Neill, T. J., Penm, J., & Terrell, R. D. (2008). The role of higher oil prices: A case of major developed countries. In Research in Finance (Emerald Group Publishing Limited), 24, 287-299. [CrossRef]
  • Özbek, S. (2023). Döviz kuru yansıma etkisinin ARDL, FMOLS, DOLS ve CCR yöntemleriyle tahmini: Türkiye örneği (2006-2022). Anadolu Üniversitesi Sosyal Bilimler Dergisi, 23(2), 517-536. [CrossRef]
  • Özkan, N., & Ünlü, U. (2021). Bölgesel Covid-19 vaka sayıları, altın fiyatları, Euro ve BIST şehir endeksleri arasındaki İlişki: bir ARDL sınır testi yaklaşımı. Ekonomi Politika ve Finans Araştırmaları Dergisi, 6(1), 240-253. [CrossRef]
  • Park, J., & Ratti, R. A. (2008). Oil price shocks and stock markets in the US and 13 European countries. Energy Economics, 30(5), 2587-2608. [CrossRef]
  • Phillips, P. C., & Hansen, B. E. (1990). Statistical inference in instrumental variables regression with I (1) processes. The Review of Economic Studies, 57(1), 99-125. [CrossRef]
  • Qiang, W., Lin, A., Zhao, C., Liu, Z., Liu, M., & Wang, X. (2019). The impact of international crude oil price fluctuation on the exchange rate of petroleum-importing countries: a summary of recent studies. Natural Hazards, 95, 227-239. [CrossRef]
  • Raheem, I. D. (2022). Different strokes for different folks: The case of oil shocks and emerging equity markets. Energy Economics, 108, 105897. [CrossRef]
  • Ready, R. C. (2018). Oil prices and the stock market. Review of Finance, 22(1), 155-176. [CrossRef]
  • Sadorsky, P. (2003). The macroeconomic determinants of technology stock price volatility. Review of Financial Economics, 12(2), 191-205. [CrossRef]
  • Sakaki, H. (2019). Oil price shocks and the equity market: Evidence for the S&P 500 sectoral indices. Research in International Business and Finance, 49, 137-155. [CrossRef]
  • Sakur, R. (2023). İhracat değişiminin BIST endeks getirileri üzerine etkisi: BIST şehir endeksleri üzerine bir nedensellik analizi. Finans Ekonomi ve Sosyal Araştırmalar Dergisi, 8(1), 40-47. [CrossRef]
  • Schwert, G. W. (1990). Stock returns and real activity: A century of evidence. The Journal of Finance, 45(4), 1237-1257. [CrossRef]
  • Sen, A., Dutta Choudhury, K., & Kumar Datta, T. (2023). An analysis of crude oil prices in the last decade (2011-2020): With deep learning approach. Plos One, 18(3), e0268996. [CrossRef]
  • Sentana, E., & Wadhwani, S. (1991). Semi-parametric estimation and the predictability of stock market returns: some lessons from Japan. The Review of Economic Studies, 58(3), 547-563. [CrossRef]
  • Umar, Z., Abrar, A., Zaremba, A., Teplova, T., & Vo, X. V. (2022). Network connectedness of environmental attention—Green and dirty assets. Finance Research Letters, 50, 103209. [CrossRef]
  • Yousef, E. M. A. (2022). The long-run relationship between disaggregated government expenditure and economic growth in jordan. International Journal of Economics and Financial Issues, 12(5), 1-9. [CrossRef]
Toplam 61 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Bölgesel Ekonomi, Finansal Ekonomi
Bölüm Araştırma Makaleleri
Yazarlar

Emre Bulut 0000-0002-2884-1405

Erken Görünüm Tarihi 8 Ocak 2025
Yayımlanma Tarihi 8 Ocak 2025
Gönderilme Tarihi 27 Şubat 2024
Kabul Tarihi 21 Ekim 2024
Yayımlandığı Sayı Yıl 2025 Cilt: 39 Sayı: 1

Kaynak Göster

APA Bulut, E. (2025). Impact of Oil Prices on BIST City Indices: Regional Differences in Company Performance. Trends in Business and Economics, 39(1), 14-25. https://doi.org/10.16951/trendbusecon.1443242

Content of this journal is licensed under a Creative Commons Attribution 4.0 International License

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