Research Article
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Year 2022, , 313 - 326, 01.05.2022
https://doi.org/10.26650/ibr.2022.51.977814

Abstract

References

  • Andries, A. M., Ongena, S., & Sprincean, N. (2020). The COVID-19 pandemic and sovereign bond risk. Swiss Finance Institute Research Paper, Article No: 20-42. http://dx.doi.org/10.2139/ssrn.3605155
  • Aydın, L., & Ari, I. (2020). The impact of Covid-19 on Turkey’s non-recoverable economic sectors compensating with falling crude oil prices: A computable general equilibrium analysis. Energy Exploration & Exploitation. 38(5),1810- 1830. https://doi.org/10.1177%2F0144598720934007
  • Baker, S. R., Farrokhnia, R. A., Meyer, S., Pagel, M., & Yannelis, C. (2020). How does household spending respond to an epidemic? consumption during the 2020 COVID-19 pandemic. National Bureau of Economic Research Working Paper, Article No. w26949. https://www.nber.org/system/files/working_papers/w26949/w26949.pdf
  • Barnett, T., Whiteside, A., Khodakevich, L., Kruglov, Y., & Steshenko, V. (2000). The HIV/AIDS epidemic in Ukraine: its potential social and economic impact. Social Science & Medicine, 51(9), 1387-1403. doi: 10.1016/s0277-9536(00)00104-0.
  • Bartik, A. W., Bertrand, M., Cullen, Z. B., Glaeser, E. L., Luca, M., & Stanton, C. T. (2020). How are small businesses adjusting to COVID-19 ? early evidence from a survey National Bureau of Economic Research Working Paper. Article No. 26989. https://www.nber.org/system/files/working_papers/w26989/w26989.pdf
  • Bloom, D. E., and J. D. Sachs, 1998. Geography, Demography, and Economic Growth in Africa. Brookings Papers on Economic Activity, 1998(2), 207-73. https://www.earth.columbia.edu/sitefiles/file/about/director/documents/BPEA19982_000.pdf
  • Bloom, E., V. d. Wit, et al., Bloom, E., De Wit, V., & Carangal-San Jose, M. J. (2005) Potential economic impact of an Avian Flu pandemic on Asia. Asian Development Bank ERD Policy Brief Series, No. 42. https://www.think-asia.org/bitstream/handle/11540/2165/pb042.pdf?sequence=1
  • Bureau of Economic Analysis U.S. Department of Commerce. 2020. Gross Domestic Product, 2nd Quarter 2020. Retrieved September 2, 2020 from https://www.bea.gov/news/2020/gross-domestic-product-2nd-quarter-2020-advance-estimate-and-annual-update.
  • Cakmakli, C., Demiralp, S., Ozcan, S. K., Yesiltas, S. & Yildirim, M. A. (2020). COVID-19 and emerging markets: The case of Turkey, Koç University-TUSIAD Economic Research Forum Working Papers, No: 2011. https://ideas.repec.org/p/koc/wpaper/2011.html#download
  • Chaouachi, M., & Chaouachi, S. (2020). Current COVID-19 Impact on Saudi Stock Market: evidence from an ARDL Model. International Journal of Accounting, Finance, Auditing, Management and Economics. 1(1), 1-13. https://doi.org/10.5281/zenodo.3930788
  • Conelly, P., & Rosen, S. (2005). Will small and medium enterprises provide HIV/AIDS services to employees? An analysis of market demand. South African Journal of Economics, (73), 613-626. https://doi.org/10.1111/j.1813-6982.2005.00042.x
  • Da Costa, V. G., Moreli, M. L., & Saivish, M. V. (2020). The emergence of SARS, MERS, and novel SARS-2 coronaviruses in The 21st Century. Archives of Virology, (165), 1517–1526. https://dx.doi.org/10.1007%2Fs00705-020-04628-0
  • DeWitte, S. N. (2015). Setting the stage for medieval plague: Pre‐black death trends in survival and mortality. American Journal of Physical Anthropology, 158(3), 441-451. https://doi.org/10.1002/ajpa.22806
  • Ding, W., Levine, R., Lin, C., & Xie, W. (2020). Corporate immunity to the COVID-19 pandemic . National Bureau of Economic Research Working Paper. Article No. 27055. DOI: 10.3386/w27055
  • Duasa, J., (2007). Determinants of Malaysian trade balance: An ARDL bound testing approach. Global Economic Review, 36(1), 89-102. https://doi.org/10.1080/12265080701217405
  • Eichenbaum, M. S., Rebelo, S., & Trabandt, M. (2020). The macroeconomics of epidemics. National Bureau of Economic Research Working Paper. Article No. 26882. DOI: 10.3386/w26882
  • Erokhin, V., & Gao, T. (2020). Impacts of COVID-19 on trade and economic aspects of food security: Evidence from 45 developing countries. International Journal of Environmental Research and Public Health, 17(16), 1-28. DOI: 10.3390/ijerph17165775
  • Estrada, M. A., Park, D., Koutronas, E., Khan, A., & Tahir, M. (2020). The economic impact of massive infectious and contagious diseases: The case of Wuhan Coronavirus. Available at SSRN, No: 3533771. http://dx.doi.org/10.2139/ssrn.3527330
  • Eurostat. 2020. News Release Euro Indicators. Retrieved September 2, 2020 from: https://ec.europa.eu/eurostat/documents/2995521/11156775/2-31072020-BPEN.pdf/cbe7522c-ebfa-ef08-be60-b1c9d1bd385b .
  • Fung, H. G., Sierra, G. E., Yau, J., & Zhang, G. (2008). Are the US stock market and credit default swap market-related? Evidence from the CDX indices. The Journal of Alternative Investments, 11(1), 43-61. https://doi.org/10.3905/jai.2008.708849
  • Gong, D., Jiang, T., & Lu, L. (2020). Pandemic and bank lending: evidence from the 2009 H1N1 Pandemic. Finance Research Letters, (101627). DOI: 10.1016/j.frl.2020.101627
  • Haacker, M. (2004). The macroeconomics of HIV/AIDS. International Monetary Fund.
  • He, Z., Nagel, S., & Song, Z. (2020). Treasury inconvenience yields during the COVID-19 crisis. National Bureau of Economic Research Working Paper. Article No. w27416. https://www.nber.org/system/files/working_papers/w27416/revisions/w27416.rev0.pdf
  • Huo, X., & Qiu, Z. (2020). How does China’s stock market react to the announcement of the COVID-19 pandemic lockdown? Economic and Political Studies, 8(4), 436- 461. https://doi.org/10.1080/20954816.2020.1780695
  • IMF. 2020. World Economic Outlook. Retrieved August 31, 2020 from: https://www.imf.org/en/Publications/WEO/Issues/2020/06/24/WEOUpdateJune2020.
  • Kartal, M. T. (2020). The behavior of Sovereign Credit Default Swaps (CDS) spread: evidence from Turkey with the effect of the Covid-19 pandemic. Quantitative Finance and Economics, 4(3), 489- 502. DOI: 10.3934/QFE.2020022
  • Lehkonen, H., Heimonen, K., (2015), Democracy, political risks, and stock market performance. Journal of International Money and Finance, (59), 77–99. DOI: 10.1016/j.jimonfin.2015.06.002
  • Liu, H., Manzoor, A., Wang, C., Zhang, L., & Manzoor, Z. (2020). The COVID-19 outbreak and affected countries' stock market response. International Journal of Environmental Research and Public Health, 17(8), 1-19. DOI: 10.3390/ijerph17082800
  • Luo, S., & Tsang, K. P. (2020). How much of China and world GDP Has The Coronavirus reduced? Available at SSRN, No: 3543760. http://dx.doi.org/10.2139/ssrn.3543760
  • McKibbin, W. J., & Fernando, R. (2020). The global macroeconomic impacts of COVID-19: Seven scenarios. CAMA Working Paper, No: 19/2020. http://dx.doi.org/10.2139/ssrn.3547729
  • Mele, M., & Magazzino, C. (2020). Pollution, Economic Growth, and COVID-19 Deaths in India: a Machine Learning Evidence. Environmental Science and Pollution Research. 28, 2669–2677 Available at: https://link.springer.com/article/10.1007/s11356-020-10689-0
  • OECD (2020), OECD Employment Outlook 2020: Worker Security and the COVID-19 Crisis. OECD Publishing.
  • OECD. (2020). OECD Unemployment Rates News Release: April 2020. Retrieved September 8, 2020 from: http://www.oecd.org/sdd/labour-stats/unemployment-rates-oecd-06-2020.pdf.
  • Perotti, E. C., & Van Oijen, P. (2001). Privatization, political risk, and stock market development in emerging economies. Journal of International Money and Finance, 20(1), 43-69. https://deepblue.lib.umich.edu/bitstream/handle/2027.42/39629/wp243.pdf?sequence=3
  • Peterson, S. (2002). Epidemic disease and national security. Security Studies. 12(2), 8- 43. https://smpete.people.wm.edu/files/epidemic.pdf
  • Prager, F., Wei, D., & Rose, A. (2017). Total economic consequences of an influenza outbreak in the United States. Risk Analysis, 37(1), 4-19. DOI: https://doi.org/10.1111/risa.12625
  • Robalino, D. A., A. Voetberg, Picazo, O. (2002). The Macroeconomic impacts of AIDS in Kenya estimating optimal reduction targets for the HIV/AIDS incidence rate. Journal of Policy Modeling, 24(2), 195-218. https://doi.org/10.1016/S0161-8938(02)00097-2
  • Saleh, Z. M., & Musa, K. S. (2020). Covid-19 pandemic and the socioeconomic development in Nigeria: evidence from Toda and Yamamoto procedure. International Journal of Trend in Scientific Research and Development, 4(5), 1022-1028. https://www.ijtsrd.com/papers/ijtsrd33031.pdf
  • Siami-Namini, S. (2017). Granger causality between exchange rate and stock price: A Toda Yamamoto approach. International Journal of Economics and Financial Issues, 7(4), 603- 607. https://ideas.repec.org/a/eco/journ1/2017-04-70.html#download
  • Tekola, F., Reniers, G., Haile Mariam, D., Araya, T., & Davey, G. (2008). The economic impact of HIV/AIDS morbidity and mortality on households in Addis Ababa, Ethiopia. AIDS care, 20(8), 995-1001. https://doi.org/10.1080/09540120701777256
  • The Turkish Statistics Institute. 2020. Quarterly Gross Domestic Product. Retrieved September 8, 2020 from: http://www.turkstat.gov.tr/PreHaberBultenleri.do?id=33605.
  • Toda, H.Y., Yamamoto, T. (1995), Statistical inference in vector auto-regressions with possibly integrated processes. Journal of Econometrics, 66, 225‑250. https://doi.org/10.1016/0304-4076(94)01616-8
  • Unvan, Y. A. (2020). Investigation of causality relationships among COVID-19 cases, ISE100 Index, Dollar, Euro, Gram Gold Prices, and 2 Years Bond Rates: The case of Turkey. Alphanumeric Journal, 8(1), 29-42. https://doi.org/10.17093/alphanumeric.731303
  • Verikios, G., McCaw, J. M., McVernon, J., & Harris, A. H. (2012). H1N1 influenza and the Australian macroeconomy. Journal of the Asia Pacific Economy, 17(1), 22-51. https://doi.org/10.1080/13547860.2012.639999
  • Wang, W., & Enilov, M. (2020). The Global Impact of COVID-19 on Financial Markets. Available at SSRN, No: 3588021, https://dx.doi.org/10.2139/ssrn.3588021
  • Wang, Y. H., Yang, F. J., & Chen, L. J. (2013). An investor's perspective on infectious diseases and their influence on market behavior. Journal of Business Economics and Management, 14(1), 112-127. https://doi.org/10.3846/16111699.2012.711360
  • WHO. (2019a). Coronavirus Disease. Retrieved September 2, 2020 from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/question-andanswers-hub/q-a-detail/q-a-coronaviruses.

The Impact of Covid-19 on Selected Turkish Financial Indicators: Empirical Evidence from the Toda Yamamoto Causality Test

Year 2022, , 313 - 326, 01.05.2022
https://doi.org/10.26650/ibr.2022.51.977814

Abstract

This paper examines the impact of COVID-19 cases and deaths on selected financial indicators in Turkey between March 2020 and July 2020. This study analyzes the causal relationship between COVID-19 and liquidity and risk perception in Turkey. To measure the impact of COVID-19 on liquidity and risk perception in Turkey, financial indicators, such as the BIST100, credit default swap, 2-year Turkish bond yields, and 10-year Turkish bond yields were examined. The stationarity of variables was tested usingunit root tests. Since all variables were stationary at the first difference, the Toda Yamamoto causality test was chosen to examine the causality relationship between variables. According to the Johansen co-integration test, there was a co-integration relationship between variables. The empirical results of the Toda Yamamoto causality test show that there was a unidirectional Granger causality from the number of COVID-19 deaths to credit default swap. Moreover, there was a unidirectional Granger causality from the Turkish bond yields (2- 10 years) to BIST 100. However, between March 2020 andJuly 2020, there is no Granger relationship between the number of COVID-19 cases and the selected financial variables.  

References

  • Andries, A. M., Ongena, S., & Sprincean, N. (2020). The COVID-19 pandemic and sovereign bond risk. Swiss Finance Institute Research Paper, Article No: 20-42. http://dx.doi.org/10.2139/ssrn.3605155
  • Aydın, L., & Ari, I. (2020). The impact of Covid-19 on Turkey’s non-recoverable economic sectors compensating with falling crude oil prices: A computable general equilibrium analysis. Energy Exploration & Exploitation. 38(5),1810- 1830. https://doi.org/10.1177%2F0144598720934007
  • Baker, S. R., Farrokhnia, R. A., Meyer, S., Pagel, M., & Yannelis, C. (2020). How does household spending respond to an epidemic? consumption during the 2020 COVID-19 pandemic. National Bureau of Economic Research Working Paper, Article No. w26949. https://www.nber.org/system/files/working_papers/w26949/w26949.pdf
  • Barnett, T., Whiteside, A., Khodakevich, L., Kruglov, Y., & Steshenko, V. (2000). The HIV/AIDS epidemic in Ukraine: its potential social and economic impact. Social Science & Medicine, 51(9), 1387-1403. doi: 10.1016/s0277-9536(00)00104-0.
  • Bartik, A. W., Bertrand, M., Cullen, Z. B., Glaeser, E. L., Luca, M., & Stanton, C. T. (2020). How are small businesses adjusting to COVID-19 ? early evidence from a survey National Bureau of Economic Research Working Paper. Article No. 26989. https://www.nber.org/system/files/working_papers/w26989/w26989.pdf
  • Bloom, D. E., and J. D. Sachs, 1998. Geography, Demography, and Economic Growth in Africa. Brookings Papers on Economic Activity, 1998(2), 207-73. https://www.earth.columbia.edu/sitefiles/file/about/director/documents/BPEA19982_000.pdf
  • Bloom, E., V. d. Wit, et al., Bloom, E., De Wit, V., & Carangal-San Jose, M. J. (2005) Potential economic impact of an Avian Flu pandemic on Asia. Asian Development Bank ERD Policy Brief Series, No. 42. https://www.think-asia.org/bitstream/handle/11540/2165/pb042.pdf?sequence=1
  • Bureau of Economic Analysis U.S. Department of Commerce. 2020. Gross Domestic Product, 2nd Quarter 2020. Retrieved September 2, 2020 from https://www.bea.gov/news/2020/gross-domestic-product-2nd-quarter-2020-advance-estimate-and-annual-update.
  • Cakmakli, C., Demiralp, S., Ozcan, S. K., Yesiltas, S. & Yildirim, M. A. (2020). COVID-19 and emerging markets: The case of Turkey, Koç University-TUSIAD Economic Research Forum Working Papers, No: 2011. https://ideas.repec.org/p/koc/wpaper/2011.html#download
  • Chaouachi, M., & Chaouachi, S. (2020). Current COVID-19 Impact on Saudi Stock Market: evidence from an ARDL Model. International Journal of Accounting, Finance, Auditing, Management and Economics. 1(1), 1-13. https://doi.org/10.5281/zenodo.3930788
  • Conelly, P., & Rosen, S. (2005). Will small and medium enterprises provide HIV/AIDS services to employees? An analysis of market demand. South African Journal of Economics, (73), 613-626. https://doi.org/10.1111/j.1813-6982.2005.00042.x
  • Da Costa, V. G., Moreli, M. L., & Saivish, M. V. (2020). The emergence of SARS, MERS, and novel SARS-2 coronaviruses in The 21st Century. Archives of Virology, (165), 1517–1526. https://dx.doi.org/10.1007%2Fs00705-020-04628-0
  • DeWitte, S. N. (2015). Setting the stage for medieval plague: Pre‐black death trends in survival and mortality. American Journal of Physical Anthropology, 158(3), 441-451. https://doi.org/10.1002/ajpa.22806
  • Ding, W., Levine, R., Lin, C., & Xie, W. (2020). Corporate immunity to the COVID-19 pandemic . National Bureau of Economic Research Working Paper. Article No. 27055. DOI: 10.3386/w27055
  • Duasa, J., (2007). Determinants of Malaysian trade balance: An ARDL bound testing approach. Global Economic Review, 36(1), 89-102. https://doi.org/10.1080/12265080701217405
  • Eichenbaum, M. S., Rebelo, S., & Trabandt, M. (2020). The macroeconomics of epidemics. National Bureau of Economic Research Working Paper. Article No. 26882. DOI: 10.3386/w26882
  • Erokhin, V., & Gao, T. (2020). Impacts of COVID-19 on trade and economic aspects of food security: Evidence from 45 developing countries. International Journal of Environmental Research and Public Health, 17(16), 1-28. DOI: 10.3390/ijerph17165775
  • Estrada, M. A., Park, D., Koutronas, E., Khan, A., & Tahir, M. (2020). The economic impact of massive infectious and contagious diseases: The case of Wuhan Coronavirus. Available at SSRN, No: 3533771. http://dx.doi.org/10.2139/ssrn.3527330
  • Eurostat. 2020. News Release Euro Indicators. Retrieved September 2, 2020 from: https://ec.europa.eu/eurostat/documents/2995521/11156775/2-31072020-BPEN.pdf/cbe7522c-ebfa-ef08-be60-b1c9d1bd385b .
  • Fung, H. G., Sierra, G. E., Yau, J., & Zhang, G. (2008). Are the US stock market and credit default swap market-related? Evidence from the CDX indices. The Journal of Alternative Investments, 11(1), 43-61. https://doi.org/10.3905/jai.2008.708849
  • Gong, D., Jiang, T., & Lu, L. (2020). Pandemic and bank lending: evidence from the 2009 H1N1 Pandemic. Finance Research Letters, (101627). DOI: 10.1016/j.frl.2020.101627
  • Haacker, M. (2004). The macroeconomics of HIV/AIDS. International Monetary Fund.
  • He, Z., Nagel, S., & Song, Z. (2020). Treasury inconvenience yields during the COVID-19 crisis. National Bureau of Economic Research Working Paper. Article No. w27416. https://www.nber.org/system/files/working_papers/w27416/revisions/w27416.rev0.pdf
  • Huo, X., & Qiu, Z. (2020). How does China’s stock market react to the announcement of the COVID-19 pandemic lockdown? Economic and Political Studies, 8(4), 436- 461. https://doi.org/10.1080/20954816.2020.1780695
  • IMF. 2020. World Economic Outlook. Retrieved August 31, 2020 from: https://www.imf.org/en/Publications/WEO/Issues/2020/06/24/WEOUpdateJune2020.
  • Kartal, M. T. (2020). The behavior of Sovereign Credit Default Swaps (CDS) spread: evidence from Turkey with the effect of the Covid-19 pandemic. Quantitative Finance and Economics, 4(3), 489- 502. DOI: 10.3934/QFE.2020022
  • Lehkonen, H., Heimonen, K., (2015), Democracy, political risks, and stock market performance. Journal of International Money and Finance, (59), 77–99. DOI: 10.1016/j.jimonfin.2015.06.002
  • Liu, H., Manzoor, A., Wang, C., Zhang, L., & Manzoor, Z. (2020). The COVID-19 outbreak and affected countries' stock market response. International Journal of Environmental Research and Public Health, 17(8), 1-19. DOI: 10.3390/ijerph17082800
  • Luo, S., & Tsang, K. P. (2020). How much of China and world GDP Has The Coronavirus reduced? Available at SSRN, No: 3543760. http://dx.doi.org/10.2139/ssrn.3543760
  • McKibbin, W. J., & Fernando, R. (2020). The global macroeconomic impacts of COVID-19: Seven scenarios. CAMA Working Paper, No: 19/2020. http://dx.doi.org/10.2139/ssrn.3547729
  • Mele, M., & Magazzino, C. (2020). Pollution, Economic Growth, and COVID-19 Deaths in India: a Machine Learning Evidence. Environmental Science and Pollution Research. 28, 2669–2677 Available at: https://link.springer.com/article/10.1007/s11356-020-10689-0
  • OECD (2020), OECD Employment Outlook 2020: Worker Security and the COVID-19 Crisis. OECD Publishing.
  • OECD. (2020). OECD Unemployment Rates News Release: April 2020. Retrieved September 8, 2020 from: http://www.oecd.org/sdd/labour-stats/unemployment-rates-oecd-06-2020.pdf.
  • Perotti, E. C., & Van Oijen, P. (2001). Privatization, political risk, and stock market development in emerging economies. Journal of International Money and Finance, 20(1), 43-69. https://deepblue.lib.umich.edu/bitstream/handle/2027.42/39629/wp243.pdf?sequence=3
  • Peterson, S. (2002). Epidemic disease and national security. Security Studies. 12(2), 8- 43. https://smpete.people.wm.edu/files/epidemic.pdf
  • Prager, F., Wei, D., & Rose, A. (2017). Total economic consequences of an influenza outbreak in the United States. Risk Analysis, 37(1), 4-19. DOI: https://doi.org/10.1111/risa.12625
  • Robalino, D. A., A. Voetberg, Picazo, O. (2002). The Macroeconomic impacts of AIDS in Kenya estimating optimal reduction targets for the HIV/AIDS incidence rate. Journal of Policy Modeling, 24(2), 195-218. https://doi.org/10.1016/S0161-8938(02)00097-2
  • Saleh, Z. M., & Musa, K. S. (2020). Covid-19 pandemic and the socioeconomic development in Nigeria: evidence from Toda and Yamamoto procedure. International Journal of Trend in Scientific Research and Development, 4(5), 1022-1028. https://www.ijtsrd.com/papers/ijtsrd33031.pdf
  • Siami-Namini, S. (2017). Granger causality between exchange rate and stock price: A Toda Yamamoto approach. International Journal of Economics and Financial Issues, 7(4), 603- 607. https://ideas.repec.org/a/eco/journ1/2017-04-70.html#download
  • Tekola, F., Reniers, G., Haile Mariam, D., Araya, T., & Davey, G. (2008). The economic impact of HIV/AIDS morbidity and mortality on households in Addis Ababa, Ethiopia. AIDS care, 20(8), 995-1001. https://doi.org/10.1080/09540120701777256
  • The Turkish Statistics Institute. 2020. Quarterly Gross Domestic Product. Retrieved September 8, 2020 from: http://www.turkstat.gov.tr/PreHaberBultenleri.do?id=33605.
  • Toda, H.Y., Yamamoto, T. (1995), Statistical inference in vector auto-regressions with possibly integrated processes. Journal of Econometrics, 66, 225‑250. https://doi.org/10.1016/0304-4076(94)01616-8
  • Unvan, Y. A. (2020). Investigation of causality relationships among COVID-19 cases, ISE100 Index, Dollar, Euro, Gram Gold Prices, and 2 Years Bond Rates: The case of Turkey. Alphanumeric Journal, 8(1), 29-42. https://doi.org/10.17093/alphanumeric.731303
  • Verikios, G., McCaw, J. M., McVernon, J., & Harris, A. H. (2012). H1N1 influenza and the Australian macroeconomy. Journal of the Asia Pacific Economy, 17(1), 22-51. https://doi.org/10.1080/13547860.2012.639999
  • Wang, W., & Enilov, M. (2020). The Global Impact of COVID-19 on Financial Markets. Available at SSRN, No: 3588021, https://dx.doi.org/10.2139/ssrn.3588021
  • Wang, Y. H., Yang, F. J., & Chen, L. J. (2013). An investor's perspective on infectious diseases and their influence on market behavior. Journal of Business Economics and Management, 14(1), 112-127. https://doi.org/10.3846/16111699.2012.711360
  • WHO. (2019a). Coronavirus Disease. Retrieved September 2, 2020 from https://www.who.int/emergencies/diseases/novel-coronavirus-2019/question-andanswers-hub/q-a-detail/q-a-coronaviruses.
There are 47 citations in total.

Details

Primary Language English
Subjects Business Administration
Journal Section Articles
Authors

Sabrı Burak Arzova 0000-0001-9616-4197

Bertaç Şakir Şahin 0000-0003-0414-5402

Publication Date May 1, 2022
Submission Date August 2, 2021
Published in Issue Year 2022

Cite

APA Arzova, S. B., & Şahin, B. Ş. (2022). The Impact of Covid-19 on Selected Turkish Financial Indicators: Empirical Evidence from the Toda Yamamoto Causality Test. Istanbul Business Research, 51(1), 313-326. https://doi.org/10.26650/ibr.2022.51.977814

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