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UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS

Year 2026, Volume: 16 Issue: 1, 23 - 42, 31.01.2026

Abstract

The most well-known, broadly adopted, and frequently applied asset pricing model is the capital asset pricing model (CAPM). Sharpe (1964), Lintner (1965), and Mossin (1966) independently created the model. Prior to their discovery, there were no asset pricing models constructed from the ground up with unambiguous predictions that are testable about risk and return and the nature of preferences and investment opportunities. Additional improvements were suggested by Fama (1968), Black, Jensen, and Scholes (1972), Fama and Mac Beth (1973), Fama and French (1992), and others. The link between an asset's risk and expected return is precisely predicted by the CAPM. In applications including calculating a firm's cost of equity capital and assessing the managed portfolios' performance, the CAPM is still frequently employed even after 60 years. The widely use of CAPM is directly related with its clear logic and satisfying predictions on measuring the risk and about the risk and return trade-off. Inspite of the empirical results of the model is weak it is employed in practical applications, due to its simplicity. In this study, we tested if the CAPM works in practice to estimate the relationship between the expected return and the risk by using the monthly prices between 1/12/2016 and 1/12/2021 on the securities of Dow Jones Industrial Index (Dow-30). Also, it is tested whether Security Market Line (SML) holds for individual securities.

Ethical Statement

Bu çalışma, "UNVEILING the COVID-19 SHOCK: Its Influence on Betas and the Security Market Line—A CAPM Analysis of Dow Jones 30 IIS" başlığıyla hazırlanan akademik araştırma kapsamında gerçekleştirilmiştir. Çalışmada kullanılan tüm veriler kamuya açık, ikincil nitelikte ekonomik ve finansal verilerdir. Araştırmada insan katılımcılar, kişisel veriler veya özel izin gerektiren herhangi bir biyomedikal süreç yer almamaktadır. Bu nedenle, etik kurul izni gerektirecek herhangi bir deneysel uygulama, bireysel anket veya klinik veri toplanmamıştır. Kullanılan tüm veri kaynakları açıkça belirtilmiş, atıf kurallarına uygun şekilde referanslandırılmıştır. Yazar(lar), araştırma sürecinde akademik dürüstlük, şeffaflık ve bilimsel etik ilkelerine uygun hareket ettiklerini beyan eder. Bu bağlamda, bu çalışmanın yürütülmesi ve yayımlanması için etik kurul onayı gerekmemektedir. Doç Dr. Orkun BAYRAM Doç. Dr. Selminaz ADIGÜZEL

References

  • Acheampong, P., & Agalega, E. (2013). Does the Capital Assets Pricing Model (CAPM) Predicts Stock Market Returns in Ghana? Evidence from Selected Stocks on the Ghana Stock Exchange. Research Journal of finance and accounting, 4(9).
  • Adeyeye, P. O. (2009). Asset Pricing Models: A Review of Theoretical and Empirical Work. Journal of Advanced Technology–September, 1(3).
  • Bannerjee, S. S., Pillai, R., Tabash, M. I., & Al-Absy, M. S. M. (2025). Unveiling Inter-Market Reactions to Different Asset Classes/Commodities Pre-and Post-COVID-19: An Exploratory Qualitative Study. Economies, 13(3), 66.
  • Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of financial economics, 9(1), 3-18.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The journal of Finance, 32(3), 663-682.
  • Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The journal of finance, 43(2), 507-528.
  • Bilgin, R., & Basti, E. (2011). A test of the validity of capital asset pricing model in Istanbul stock exchange. EuroEconomica, 30(4).
  • Black, F., Jensen, M. C., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests.
  • Blume, M. E., & Friend, I. (1973). A new look at the capital asset pricing model. The journal of finance, 28(1), 19-33.
  • Boru İpek, A. (2023). Stock price prediction using improved extreme learning machine methods during the Covid-19 pandemic and selection of appropriate prediction method. Kybernetes, 52(10), 4081-4109.
  • Choudhary, K., & Choudhary, S. (2010). Testing capital asset pricing model: Empirical evidences from Indian equity market. Eurasian Journal of Business and Economics, 3(6), 127-138.
  • Demircioglu, E. (2015). Testing of Capital Assets Pricing Model (CAPM) in Cement Sector & Power Generation and Distribution Sector in Turkey. International Journal of Advanced Multidisciplinary Research and Review, 3(4), 1-25.
  • Dor, A. B., Florig, S., Guan, J., & Zeng, X. (2021). Beta instability and implications for hedging systematic risk: Takeaways from the COVID-19 crisis. Journal of Portfolio Management, 47(6), 139-155.
  • Fama, E. F., & French, K. R. (2004). The capital asset pricing model: Theory and evidence. Journal of economic perspectives, 18(3), 25-46.
  • Gürsoy, C. T., & Rejepova, G. (2007). Test of capital asset pricing model in Turkey. Doğuş Üniversitesi Dergisi, 8(1), 47-58.
  • Hawaldar, I. T. (2011). Relevance of Capital Asset Pricing Model–A Review. Iqbal (2011).“Relevance of Capital Asset Pricing Model–A Review”, Journal on Banking Financial Services and Insurance Research, May, 1(2), 85-97.
  • Hodnett, K., & Hsieh, H. (2012). Capital market theories: Market efficiency versus investor prospects. International Business & Economics Research Journal, 11(8), 849-862.
  • Hou, K., Xue, C., & Zhang, L. (2017). A comparison of new factor models. Fisher college of business working paper, (2015-03), 05.
  • Hou, K., Mo, H., Xue, C., & Zhang, L. (2017). The economics of value investing (No. w23563). National Bureau of Economic Research.
  • Hou, K., Karolyi, G. A., & Kho, B. C. (2011). What factors drive global stock returns?. The Review of Financial Studies, 24(8), 2527-2574.
  • Jain, S. (2022). Betas in the time of corona: a conditional CAPM approach using multivariate GARCH model for India. Managerial Finance, 48(2), 243-257.
  • Karakoc, B. (2016). Borsa İstanbul’da Klasik Varlık Fiyatlama Modeli (CAPM) Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 4(1), 45-56.
  • Laubscher, E. R. (2002). A review of the theory of and evidence on the use of the capital asset pricing model to estimate expected share returns. Meditari: Research Journal of the School of Accounting Sciences, 10(1), 131-146.
  • Lebdaoui, H., Kiyadi, I., Bendriouch, F. Z., Chetioui, Y., Lebdaoui, F., & Alhayki, Z. (2024). The impact of COVID-19 stringency measures on emerging stock market stability: Does economic resilience matter?. Journal of Economic and Administrative Sciences.
  • Lipson, M. L., Mortal, S., & Schill, M. J. (2011). On the scope and drivers of the asset growth effect. Journal of Financial and Quantitative Analysis, 46(6), 1651-1682.
  • Louraoui, Y. (2023). Impact of COVID-19 on Factor-Based Investment Strategies in the US Equity Market. Available at SSRN 4677442.
  • Michailidis, G., Tsopoglou, S., Papanastasiou, D., & Mariola, E. (2006). Testing the capital asset pricing model (CAPM): The case of the emerging Greek securities market. International Research Journal of Finance and Economics, 4(2006), 78-91.
  • Minović, J., & Živković, B. (2014). CAPM augmented with liquidity and size premium in the Croatian stock market. Economic research-Ekonomska istraživanja, 27(1), 191-206.
  • O’Donnell, N., Shannon, D., Sheehan, B., & Ashraf, B. N. (2024). The Impact of COVID-19 on the fama-french five-factor model: unmasking industry dynamics. International Journal of Financial Studies, 12(4), 98.
  • Perković, A. (2011). Research of beta as adequate risk measure-is beta still alive? Croatian Operational Research Review, 2(1), 102-111.
  • Rosenberg, B., Reid, K., & Lanstein, R. (1985). Efficient capital markets: II. Persuasive Evidence of Market Inefficiency, 11 (3), 9–16.
  • Rossi, M. (2016). The capital asset pricing model: a critical literature review. Global Business and Economics Review, 18(5), 604-617.
  • Rubbaniy, G., Khalid, A. A., Syriopoulos, K., & Polyzos, E. (2024). Dynamic returns connectedness: Portfolio hedging implications during the COVID‐19 pandemic and the Russia–Ukraine war. Journal of Futures Markets, 44(10), 1613-1639.
  • Shahzad, U., Mohammed, K. S., & Karimi, M. S. (2025). Dynamic Connectedness Between a Corporate Bond Market With WTI, Geopolitical and Financial Volatility: Spillover From Post‐COVID‐19 and Russian‐Ukrainian Clash. International Journal of Finance & Economics.
  • Soltani, H., & Abbes, M. B. (2023). The predictive power of financial stress on the financial markets dynamics: Hidden Markov model. Journal of Economics and Finance, 47(1), 94-115.
  • Stattman, Dennis. (1980). “Book Values and Stock Returns.” The Chicago MBA: A Journal of Selected Papers. 4, pp. 25–45.
  • Setyowati, A. (2010). Capital asset pricing model (CAPM): The theory and evidence in Indonesia stock exchange (IDX) at the period of 2004-2009 (Doctoral dissertation, UNS (Sebelas Maret University)).
  • Shah, C. A. (2015). Construction of optimal portfolio using sharpe index model & camp for bse top 15 securities. International Journal of Research and Analytical Reviews, 2(2), 168-178.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425-442.
  • Titman, S., Wei, K. J., & Xie, F. (2004). Capital investments and stock returns. Journal of financial and Quantitative Analysis, 39(4), 677-700.
  • Trifan, A. L. (2009). Testing capital asset pricing model for Romanian capital market. Annales Universitatis Apulensis: Series Oeconomica, 11(1), 426.
  • Yaqub, K. Q. (2025). Effect of United States Monetary Policy and Macroeconomics on the Dow Jones Industrial Average Pre, during and Post Covid-19 Period. Journal of University of Raparin, 12(2), 675-707.

Year 2026, Volume: 16 Issue: 1, 23 - 42, 31.01.2026

Abstract

References

  • Acheampong, P., & Agalega, E. (2013). Does the Capital Assets Pricing Model (CAPM) Predicts Stock Market Returns in Ghana? Evidence from Selected Stocks on the Ghana Stock Exchange. Research Journal of finance and accounting, 4(9).
  • Adeyeye, P. O. (2009). Asset Pricing Models: A Review of Theoretical and Empirical Work. Journal of Advanced Technology–September, 1(3).
  • Bannerjee, S. S., Pillai, R., Tabash, M. I., & Al-Absy, M. S. M. (2025). Unveiling Inter-Market Reactions to Different Asset Classes/Commodities Pre-and Post-COVID-19: An Exploratory Qualitative Study. Economies, 13(3), 66.
  • Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of financial economics, 9(1), 3-18.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The journal of Finance, 32(3), 663-682.
  • Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The journal of finance, 43(2), 507-528.
  • Bilgin, R., & Basti, E. (2011). A test of the validity of capital asset pricing model in Istanbul stock exchange. EuroEconomica, 30(4).
  • Black, F., Jensen, M. C., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests.
  • Blume, M. E., & Friend, I. (1973). A new look at the capital asset pricing model. The journal of finance, 28(1), 19-33.
  • Boru İpek, A. (2023). Stock price prediction using improved extreme learning machine methods during the Covid-19 pandemic and selection of appropriate prediction method. Kybernetes, 52(10), 4081-4109.
  • Choudhary, K., & Choudhary, S. (2010). Testing capital asset pricing model: Empirical evidences from Indian equity market. Eurasian Journal of Business and Economics, 3(6), 127-138.
  • Demircioglu, E. (2015). Testing of Capital Assets Pricing Model (CAPM) in Cement Sector & Power Generation and Distribution Sector in Turkey. International Journal of Advanced Multidisciplinary Research and Review, 3(4), 1-25.
  • Dor, A. B., Florig, S., Guan, J., & Zeng, X. (2021). Beta instability and implications for hedging systematic risk: Takeaways from the COVID-19 crisis. Journal of Portfolio Management, 47(6), 139-155.
  • Fama, E. F., & French, K. R. (2004). The capital asset pricing model: Theory and evidence. Journal of economic perspectives, 18(3), 25-46.
  • Gürsoy, C. T., & Rejepova, G. (2007). Test of capital asset pricing model in Turkey. Doğuş Üniversitesi Dergisi, 8(1), 47-58.
  • Hawaldar, I. T. (2011). Relevance of Capital Asset Pricing Model–A Review. Iqbal (2011).“Relevance of Capital Asset Pricing Model–A Review”, Journal on Banking Financial Services and Insurance Research, May, 1(2), 85-97.
  • Hodnett, K., & Hsieh, H. (2012). Capital market theories: Market efficiency versus investor prospects. International Business & Economics Research Journal, 11(8), 849-862.
  • Hou, K., Xue, C., & Zhang, L. (2017). A comparison of new factor models. Fisher college of business working paper, (2015-03), 05.
  • Hou, K., Mo, H., Xue, C., & Zhang, L. (2017). The economics of value investing (No. w23563). National Bureau of Economic Research.
  • Hou, K., Karolyi, G. A., & Kho, B. C. (2011). What factors drive global stock returns?. The Review of Financial Studies, 24(8), 2527-2574.
  • Jain, S. (2022). Betas in the time of corona: a conditional CAPM approach using multivariate GARCH model for India. Managerial Finance, 48(2), 243-257.
  • Karakoc, B. (2016). Borsa İstanbul’da Klasik Varlık Fiyatlama Modeli (CAPM) Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 4(1), 45-56.
  • Laubscher, E. R. (2002). A review of the theory of and evidence on the use of the capital asset pricing model to estimate expected share returns. Meditari: Research Journal of the School of Accounting Sciences, 10(1), 131-146.
  • Lebdaoui, H., Kiyadi, I., Bendriouch, F. Z., Chetioui, Y., Lebdaoui, F., & Alhayki, Z. (2024). The impact of COVID-19 stringency measures on emerging stock market stability: Does economic resilience matter?. Journal of Economic and Administrative Sciences.
  • Lipson, M. L., Mortal, S., & Schill, M. J. (2011). On the scope and drivers of the asset growth effect. Journal of Financial and Quantitative Analysis, 46(6), 1651-1682.
  • Louraoui, Y. (2023). Impact of COVID-19 on Factor-Based Investment Strategies in the US Equity Market. Available at SSRN 4677442.
  • Michailidis, G., Tsopoglou, S., Papanastasiou, D., & Mariola, E. (2006). Testing the capital asset pricing model (CAPM): The case of the emerging Greek securities market. International Research Journal of Finance and Economics, 4(2006), 78-91.
  • Minović, J., & Živković, B. (2014). CAPM augmented with liquidity and size premium in the Croatian stock market. Economic research-Ekonomska istraživanja, 27(1), 191-206.
  • O’Donnell, N., Shannon, D., Sheehan, B., & Ashraf, B. N. (2024). The Impact of COVID-19 on the fama-french five-factor model: unmasking industry dynamics. International Journal of Financial Studies, 12(4), 98.
  • Perković, A. (2011). Research of beta as adequate risk measure-is beta still alive? Croatian Operational Research Review, 2(1), 102-111.
  • Rosenberg, B., Reid, K., & Lanstein, R. (1985). Efficient capital markets: II. Persuasive Evidence of Market Inefficiency, 11 (3), 9–16.
  • Rossi, M. (2016). The capital asset pricing model: a critical literature review. Global Business and Economics Review, 18(5), 604-617.
  • Rubbaniy, G., Khalid, A. A., Syriopoulos, K., & Polyzos, E. (2024). Dynamic returns connectedness: Portfolio hedging implications during the COVID‐19 pandemic and the Russia–Ukraine war. Journal of Futures Markets, 44(10), 1613-1639.
  • Shahzad, U., Mohammed, K. S., & Karimi, M. S. (2025). Dynamic Connectedness Between a Corporate Bond Market With WTI, Geopolitical and Financial Volatility: Spillover From Post‐COVID‐19 and Russian‐Ukrainian Clash. International Journal of Finance & Economics.
  • Soltani, H., & Abbes, M. B. (2023). The predictive power of financial stress on the financial markets dynamics: Hidden Markov model. Journal of Economics and Finance, 47(1), 94-115.
  • Stattman, Dennis. (1980). “Book Values and Stock Returns.” The Chicago MBA: A Journal of Selected Papers. 4, pp. 25–45.
  • Setyowati, A. (2010). Capital asset pricing model (CAPM): The theory and evidence in Indonesia stock exchange (IDX) at the period of 2004-2009 (Doctoral dissertation, UNS (Sebelas Maret University)).
  • Shah, C. A. (2015). Construction of optimal portfolio using sharpe index model & camp for bse top 15 securities. International Journal of Research and Analytical Reviews, 2(2), 168-178.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425-442.
  • Titman, S., Wei, K. J., & Xie, F. (2004). Capital investments and stock returns. Journal of financial and Quantitative Analysis, 39(4), 677-700.
  • Trifan, A. L. (2009). Testing capital asset pricing model for Romanian capital market. Annales Universitatis Apulensis: Series Oeconomica, 11(1), 426.
  • Yaqub, K. Q. (2025). Effect of United States Monetary Policy and Macroeconomics on the Dow Jones Industrial Average Pre, during and Post Covid-19 Period. Journal of University of Raparin, 12(2), 675-707.

Year 2026, Volume: 16 Issue: 1, 23 - 42, 31.01.2026

Abstract

References

  • Acheampong, P., & Agalega, E. (2013). Does the Capital Assets Pricing Model (CAPM) Predicts Stock Market Returns in Ghana? Evidence from Selected Stocks on the Ghana Stock Exchange. Research Journal of finance and accounting, 4(9).
  • Adeyeye, P. O. (2009). Asset Pricing Models: A Review of Theoretical and Empirical Work. Journal of Advanced Technology–September, 1(3).
  • Bannerjee, S. S., Pillai, R., Tabash, M. I., & Al-Absy, M. S. M. (2025). Unveiling Inter-Market Reactions to Different Asset Classes/Commodities Pre-and Post-COVID-19: An Exploratory Qualitative Study. Economies, 13(3), 66.
  • Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of financial economics, 9(1), 3-18.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The journal of Finance, 32(3), 663-682.
  • Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The journal of finance, 43(2), 507-528.
  • Bilgin, R., & Basti, E. (2011). A test of the validity of capital asset pricing model in Istanbul stock exchange. EuroEconomica, 30(4).
  • Black, F., Jensen, M. C., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests.
  • Blume, M. E., & Friend, I. (1973). A new look at the capital asset pricing model. The journal of finance, 28(1), 19-33.
  • Boru İpek, A. (2023). Stock price prediction using improved extreme learning machine methods during the Covid-19 pandemic and selection of appropriate prediction method. Kybernetes, 52(10), 4081-4109.
  • Choudhary, K., & Choudhary, S. (2010). Testing capital asset pricing model: Empirical evidences from Indian equity market. Eurasian Journal of Business and Economics, 3(6), 127-138.
  • Demircioglu, E. (2015). Testing of Capital Assets Pricing Model (CAPM) in Cement Sector & Power Generation and Distribution Sector in Turkey. International Journal of Advanced Multidisciplinary Research and Review, 3(4), 1-25.
  • Dor, A. B., Florig, S., Guan, J., & Zeng, X. (2021). Beta instability and implications for hedging systematic risk: Takeaways from the COVID-19 crisis. Journal of Portfolio Management, 47(6), 139-155.
  • Fama, E. F., & French, K. R. (2004). The capital asset pricing model: Theory and evidence. Journal of economic perspectives, 18(3), 25-46.
  • Gürsoy, C. T., & Rejepova, G. (2007). Test of capital asset pricing model in Turkey. Doğuş Üniversitesi Dergisi, 8(1), 47-58.
  • Hawaldar, I. T. (2011). Relevance of Capital Asset Pricing Model–A Review. Iqbal (2011).“Relevance of Capital Asset Pricing Model–A Review”, Journal on Banking Financial Services and Insurance Research, May, 1(2), 85-97.
  • Hodnett, K., & Hsieh, H. (2012). Capital market theories: Market efficiency versus investor prospects. International Business & Economics Research Journal, 11(8), 849-862.
  • Hou, K., Xue, C., & Zhang, L. (2017). A comparison of new factor models. Fisher college of business working paper, (2015-03), 05.
  • Hou, K., Mo, H., Xue, C., & Zhang, L. (2017). The economics of value investing (No. w23563). National Bureau of Economic Research.
  • Hou, K., Karolyi, G. A., & Kho, B. C. (2011). What factors drive global stock returns?. The Review of Financial Studies, 24(8), 2527-2574.
  • Jain, S. (2022). Betas in the time of corona: a conditional CAPM approach using multivariate GARCH model for India. Managerial Finance, 48(2), 243-257.
  • Karakoc, B. (2016). Borsa İstanbul’da Klasik Varlık Fiyatlama Modeli (CAPM) Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 4(1), 45-56.
  • Laubscher, E. R. (2002). A review of the theory of and evidence on the use of the capital asset pricing model to estimate expected share returns. Meditari: Research Journal of the School of Accounting Sciences, 10(1), 131-146.
  • Lebdaoui, H., Kiyadi, I., Bendriouch, F. Z., Chetioui, Y., Lebdaoui, F., & Alhayki, Z. (2024). The impact of COVID-19 stringency measures on emerging stock market stability: Does economic resilience matter?. Journal of Economic and Administrative Sciences.
  • Lipson, M. L., Mortal, S., & Schill, M. J. (2011). On the scope and drivers of the asset growth effect. Journal of Financial and Quantitative Analysis, 46(6), 1651-1682.
  • Louraoui, Y. (2023). Impact of COVID-19 on Factor-Based Investment Strategies in the US Equity Market. Available at SSRN 4677442.
  • Michailidis, G., Tsopoglou, S., Papanastasiou, D., & Mariola, E. (2006). Testing the capital asset pricing model (CAPM): The case of the emerging Greek securities market. International Research Journal of Finance and Economics, 4(2006), 78-91.
  • Minović, J., & Živković, B. (2014). CAPM augmented with liquidity and size premium in the Croatian stock market. Economic research-Ekonomska istraživanja, 27(1), 191-206.
  • O’Donnell, N., Shannon, D., Sheehan, B., & Ashraf, B. N. (2024). The Impact of COVID-19 on the fama-french five-factor model: unmasking industry dynamics. International Journal of Financial Studies, 12(4), 98.
  • Perković, A. (2011). Research of beta as adequate risk measure-is beta still alive? Croatian Operational Research Review, 2(1), 102-111.
  • Rosenberg, B., Reid, K., & Lanstein, R. (1985). Efficient capital markets: II. Persuasive Evidence of Market Inefficiency, 11 (3), 9–16.
  • Rossi, M. (2016). The capital asset pricing model: a critical literature review. Global Business and Economics Review, 18(5), 604-617.
  • Rubbaniy, G., Khalid, A. A., Syriopoulos, K., & Polyzos, E. (2024). Dynamic returns connectedness: Portfolio hedging implications during the COVID‐19 pandemic and the Russia–Ukraine war. Journal of Futures Markets, 44(10), 1613-1639.
  • Shahzad, U., Mohammed, K. S., & Karimi, M. S. (2025). Dynamic Connectedness Between a Corporate Bond Market With WTI, Geopolitical and Financial Volatility: Spillover From Post‐COVID‐19 and Russian‐Ukrainian Clash. International Journal of Finance & Economics.
  • Soltani, H., & Abbes, M. B. (2023). The predictive power of financial stress on the financial markets dynamics: Hidden Markov model. Journal of Economics and Finance, 47(1), 94-115.
  • Stattman, Dennis. (1980). “Book Values and Stock Returns.” The Chicago MBA: A Journal of Selected Papers. 4, pp. 25–45.
  • Setyowati, A. (2010). Capital asset pricing model (CAPM): The theory and evidence in Indonesia stock exchange (IDX) at the period of 2004-2009 (Doctoral dissertation, UNS (Sebelas Maret University)).
  • Shah, C. A. (2015). Construction of optimal portfolio using sharpe index model & camp for bse top 15 securities. International Journal of Research and Analytical Reviews, 2(2), 168-178.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425-442.
  • Titman, S., Wei, K. J., & Xie, F. (2004). Capital investments and stock returns. Journal of financial and Quantitative Analysis, 39(4), 677-700.
  • Trifan, A. L. (2009). Testing capital asset pricing model for Romanian capital market. Annales Universitatis Apulensis: Series Oeconomica, 11(1), 426.
  • Yaqub, K. Q. (2025). Effect of United States Monetary Policy and Macroeconomics on the Dow Jones Industrial Average Pre, during and Post Covid-19 Period. Journal of University of Raparin, 12(2), 675-707.

Year 2026, Volume: 16 Issue: 1, 23 - 42, 31.01.2026

Abstract

References

  • Acheampong, P., & Agalega, E. (2013). Does the Capital Assets Pricing Model (CAPM) Predicts Stock Market Returns in Ghana? Evidence from Selected Stocks on the Ghana Stock Exchange. Research Journal of finance and accounting, 4(9).
  • Adeyeye, P. O. (2009). Asset Pricing Models: A Review of Theoretical and Empirical Work. Journal of Advanced Technology–September, 1(3).
  • Bannerjee, S. S., Pillai, R., Tabash, M. I., & Al-Absy, M. S. M. (2025). Unveiling Inter-Market Reactions to Different Asset Classes/Commodities Pre-and Post-COVID-19: An Exploratory Qualitative Study. Economies, 13(3), 66.
  • Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of financial economics, 9(1), 3-18.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The journal of Finance, 32(3), 663-682.
  • Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The journal of finance, 43(2), 507-528.
  • Bilgin, R., & Basti, E. (2011). A test of the validity of capital asset pricing model in Istanbul stock exchange. EuroEconomica, 30(4).
  • Black, F., Jensen, M. C., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests.
  • Blume, M. E., & Friend, I. (1973). A new look at the capital asset pricing model. The journal of finance, 28(1), 19-33.
  • Boru İpek, A. (2023). Stock price prediction using improved extreme learning machine methods during the Covid-19 pandemic and selection of appropriate prediction method. Kybernetes, 52(10), 4081-4109.
  • Choudhary, K., & Choudhary, S. (2010). Testing capital asset pricing model: Empirical evidences from Indian equity market. Eurasian Journal of Business and Economics, 3(6), 127-138.
  • Demircioglu, E. (2015). Testing of Capital Assets Pricing Model (CAPM) in Cement Sector & Power Generation and Distribution Sector in Turkey. International Journal of Advanced Multidisciplinary Research and Review, 3(4), 1-25.
  • Dor, A. B., Florig, S., Guan, J., & Zeng, X. (2021). Beta instability and implications for hedging systematic risk: Takeaways from the COVID-19 crisis. Journal of Portfolio Management, 47(6), 139-155.
  • Fama, E. F., & French, K. R. (2004). The capital asset pricing model: Theory and evidence. Journal of economic perspectives, 18(3), 25-46.
  • Gürsoy, C. T., & Rejepova, G. (2007). Test of capital asset pricing model in Turkey. Doğuş Üniversitesi Dergisi, 8(1), 47-58.
  • Hawaldar, I. T. (2011). Relevance of Capital Asset Pricing Model–A Review. Iqbal (2011).“Relevance of Capital Asset Pricing Model–A Review”, Journal on Banking Financial Services and Insurance Research, May, 1(2), 85-97.
  • Hodnett, K., & Hsieh, H. (2012). Capital market theories: Market efficiency versus investor prospects. International Business & Economics Research Journal, 11(8), 849-862.
  • Hou, K., Xue, C., & Zhang, L. (2017). A comparison of new factor models. Fisher college of business working paper, (2015-03), 05.
  • Hou, K., Mo, H., Xue, C., & Zhang, L. (2017). The economics of value investing (No. w23563). National Bureau of Economic Research.
  • Hou, K., Karolyi, G. A., & Kho, B. C. (2011). What factors drive global stock returns?. The Review of Financial Studies, 24(8), 2527-2574.
  • Jain, S. (2022). Betas in the time of corona: a conditional CAPM approach using multivariate GARCH model for India. Managerial Finance, 48(2), 243-257.
  • Karakoc, B. (2016). Borsa İstanbul’da Klasik Varlık Fiyatlama Modeli (CAPM) Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 4(1), 45-56.
  • Laubscher, E. R. (2002). A review of the theory of and evidence on the use of the capital asset pricing model to estimate expected share returns. Meditari: Research Journal of the School of Accounting Sciences, 10(1), 131-146.
  • Lebdaoui, H., Kiyadi, I., Bendriouch, F. Z., Chetioui, Y., Lebdaoui, F., & Alhayki, Z. (2024). The impact of COVID-19 stringency measures on emerging stock market stability: Does economic resilience matter?. Journal of Economic and Administrative Sciences.
  • Lipson, M. L., Mortal, S., & Schill, M. J. (2011). On the scope and drivers of the asset growth effect. Journal of Financial and Quantitative Analysis, 46(6), 1651-1682.
  • Louraoui, Y. (2023). Impact of COVID-19 on Factor-Based Investment Strategies in the US Equity Market. Available at SSRN 4677442.
  • Michailidis, G., Tsopoglou, S., Papanastasiou, D., & Mariola, E. (2006). Testing the capital asset pricing model (CAPM): The case of the emerging Greek securities market. International Research Journal of Finance and Economics, 4(2006), 78-91.
  • Minović, J., & Živković, B. (2014). CAPM augmented with liquidity and size premium in the Croatian stock market. Economic research-Ekonomska istraživanja, 27(1), 191-206.
  • O’Donnell, N., Shannon, D., Sheehan, B., & Ashraf, B. N. (2024). The Impact of COVID-19 on the fama-french five-factor model: unmasking industry dynamics. International Journal of Financial Studies, 12(4), 98.
  • Perković, A. (2011). Research of beta as adequate risk measure-is beta still alive? Croatian Operational Research Review, 2(1), 102-111.
  • Rosenberg, B., Reid, K., & Lanstein, R. (1985). Efficient capital markets: II. Persuasive Evidence of Market Inefficiency, 11 (3), 9–16.
  • Rossi, M. (2016). The capital asset pricing model: a critical literature review. Global Business and Economics Review, 18(5), 604-617.
  • Rubbaniy, G., Khalid, A. A., Syriopoulos, K., & Polyzos, E. (2024). Dynamic returns connectedness: Portfolio hedging implications during the COVID‐19 pandemic and the Russia–Ukraine war. Journal of Futures Markets, 44(10), 1613-1639.
  • Shahzad, U., Mohammed, K. S., & Karimi, M. S. (2025). Dynamic Connectedness Between a Corporate Bond Market With WTI, Geopolitical and Financial Volatility: Spillover From Post‐COVID‐19 and Russian‐Ukrainian Clash. International Journal of Finance & Economics.
  • Soltani, H., & Abbes, M. B. (2023). The predictive power of financial stress on the financial markets dynamics: Hidden Markov model. Journal of Economics and Finance, 47(1), 94-115.
  • Stattman, Dennis. (1980). “Book Values and Stock Returns.” The Chicago MBA: A Journal of Selected Papers. 4, pp. 25–45.
  • Setyowati, A. (2010). Capital asset pricing model (CAPM): The theory and evidence in Indonesia stock exchange (IDX) at the period of 2004-2009 (Doctoral dissertation, UNS (Sebelas Maret University)).
  • Shah, C. A. (2015). Construction of optimal portfolio using sharpe index model & camp for bse top 15 securities. International Journal of Research and Analytical Reviews, 2(2), 168-178.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425-442.
  • Titman, S., Wei, K. J., & Xie, F. (2004). Capital investments and stock returns. Journal of financial and Quantitative Analysis, 39(4), 677-700.
  • Trifan, A. L. (2009). Testing capital asset pricing model for Romanian capital market. Annales Universitatis Apulensis: Series Oeconomica, 11(1), 426.
  • Yaqub, K. Q. (2025). Effect of United States Monetary Policy and Macroeconomics on the Dow Jones Industrial Average Pre, during and Post Covid-19 Period. Journal of University of Raparin, 12(2), 675-707.

COVID-19 ŞOKUNUN ORTAYA ÇIKARILMASI: BETALAR VE MENKUL KIYMET PİYASASI ÇİZGİSİ ÜZERİNDEKİ ETKİSİ - DOW JONES 30 IIS'NİN CAPM ANALİZİ

Year 2026, Volume: 16 Issue: 1, 23 - 42, 31.01.2026

Abstract

En iyi bilinen, geniş çapta benimsenen ve sıklıkla uygulanan varlık fiyatlandırma modeli sermaye varlıklarını fiyatlandırma modelidir (CAPM). Sharpe (1964), Lintner (1965) ve Mossin (1966) bağımsız olarak bu modeli oluşturmuşlardır.Onların keşfinden önce, risk ve getiri ile tercihlerin ve yatırım fırsatlarının doğası hakkında test edilebilir kesin tahminlere sahip, sıfırdan inşa edilmiş bir varlık fiyatlama modeli yoktu. Fama (1968), Black, Jensen ve Scholes (1972), Fama ve Mac Beth (1973), Fama ve French (1992) ve diğerleri tarafından ilave iyileştirmeler önerilmiştir. Bir varlığın riski ile beklenen getirisi arasındaki bağlantı CAPM tarafından tam olarak tahmin edilmektedir. Bir firmanın öz sermaye maliyetinin hesaplanması ve yönetilen portföylerin performansının değerlendirilmesi gibi uygulamalarda CAPM, 60 yıl sonra bile hala sıklıkla kullanılmaktadır. CAPM'in yaygın kullanımı, açık mantığı ve riskin ölçülmesi ile risk ve getiri ödünleşimine ilişkin tatmin edici öngörüleri ile doğrudan ilişkilidir. Modelin ampirik sonuçları zayıf olmasına rağmen, basitliği nedeniyle pratik uygulamalarda kullanılmaktadır. Bu çalışmada, Dow Jones Sanayi Endeksi (Dow-30) menkul kıymetlerinin 1/12/2016 ve 1/12/2021 tarihleri arasındaki aylık fiyatları kullanılarak CAPM'in beklenen getiri ve risk arasındaki ilişkiyi tahmin etmek için pratikte çalışıp çalışmadığı test edilmiştir. Ayrıca, Menkul Kıymet Piyasası Doğrusu'nun (SML) bireysel menkul kıymetler için geçerli olup olmadığı test edilmiştir.

References

  • Acheampong, P., & Agalega, E. (2013). Does the Capital Assets Pricing Model (CAPM) Predicts Stock Market Returns in Ghana? Evidence from Selected Stocks on the Ghana Stock Exchange. Research Journal of finance and accounting, 4(9).
  • Adeyeye, P. O. (2009). Asset Pricing Models: A Review of Theoretical and Empirical Work. Journal of Advanced Technology–September, 1(3).
  • Bannerjee, S. S., Pillai, R., Tabash, M. I., & Al-Absy, M. S. M. (2025). Unveiling Inter-Market Reactions to Different Asset Classes/Commodities Pre-and Post-COVID-19: An Exploratory Qualitative Study. Economies, 13(3), 66.
  • Banz, R. W. (1981). The relationship between return and market value of common stocks. Journal of financial economics, 9(1), 3-18.
  • Basu, S. (1977). Investment performance of common stocks in relation to their price‐earnings ratios: A test of the efficient market hypothesis. The journal of Finance, 32(3), 663-682.
  • Bhandari, L. C. (1988). Debt/equity ratio and expected common stock returns: Empirical evidence. The journal of finance, 43(2), 507-528.
  • Bilgin, R., & Basti, E. (2011). A test of the validity of capital asset pricing model in Istanbul stock exchange. EuroEconomica, 30(4).
  • Black, F., Jensen, M. C., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests.
  • Blume, M. E., & Friend, I. (1973). A new look at the capital asset pricing model. The journal of finance, 28(1), 19-33.
  • Boru İpek, A. (2023). Stock price prediction using improved extreme learning machine methods during the Covid-19 pandemic and selection of appropriate prediction method. Kybernetes, 52(10), 4081-4109.
  • Choudhary, K., & Choudhary, S. (2010). Testing capital asset pricing model: Empirical evidences from Indian equity market. Eurasian Journal of Business and Economics, 3(6), 127-138.
  • Demircioglu, E. (2015). Testing of Capital Assets Pricing Model (CAPM) in Cement Sector & Power Generation and Distribution Sector in Turkey. International Journal of Advanced Multidisciplinary Research and Review, 3(4), 1-25.
  • Dor, A. B., Florig, S., Guan, J., & Zeng, X. (2021). Beta instability and implications for hedging systematic risk: Takeaways from the COVID-19 crisis. Journal of Portfolio Management, 47(6), 139-155.
  • Fama, E. F., & French, K. R. (2004). The capital asset pricing model: Theory and evidence. Journal of economic perspectives, 18(3), 25-46.
  • Gürsoy, C. T., & Rejepova, G. (2007). Test of capital asset pricing model in Turkey. Doğuş Üniversitesi Dergisi, 8(1), 47-58.
  • Hawaldar, I. T. (2011). Relevance of Capital Asset Pricing Model–A Review. Iqbal (2011).“Relevance of Capital Asset Pricing Model–A Review”, Journal on Banking Financial Services and Insurance Research, May, 1(2), 85-97.
  • Hodnett, K., & Hsieh, H. (2012). Capital market theories: Market efficiency versus investor prospects. International Business & Economics Research Journal, 11(8), 849-862.
  • Hou, K., Xue, C., & Zhang, L. (2017). A comparison of new factor models. Fisher college of business working paper, (2015-03), 05.
  • Hou, K., Mo, H., Xue, C., & Zhang, L. (2017). The economics of value investing (No. w23563). National Bureau of Economic Research.
  • Hou, K., Karolyi, G. A., & Kho, B. C. (2011). What factors drive global stock returns?. The Review of Financial Studies, 24(8), 2527-2574.
  • Jain, S. (2022). Betas in the time of corona: a conditional CAPM approach using multivariate GARCH model for India. Managerial Finance, 48(2), 243-257.
  • Karakoc, B. (2016). Borsa İstanbul’da Klasik Varlık Fiyatlama Modeli (CAPM) Analizi. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 4(1), 45-56.
  • Laubscher, E. R. (2002). A review of the theory of and evidence on the use of the capital asset pricing model to estimate expected share returns. Meditari: Research Journal of the School of Accounting Sciences, 10(1), 131-146.
  • Lebdaoui, H., Kiyadi, I., Bendriouch, F. Z., Chetioui, Y., Lebdaoui, F., & Alhayki, Z. (2024). The impact of COVID-19 stringency measures on emerging stock market stability: Does economic resilience matter?. Journal of Economic and Administrative Sciences.
  • Lipson, M. L., Mortal, S., & Schill, M. J. (2011). On the scope and drivers of the asset growth effect. Journal of Financial and Quantitative Analysis, 46(6), 1651-1682.
  • Louraoui, Y. (2023). Impact of COVID-19 on Factor-Based Investment Strategies in the US Equity Market. Available at SSRN 4677442.
  • Michailidis, G., Tsopoglou, S., Papanastasiou, D., & Mariola, E. (2006). Testing the capital asset pricing model (CAPM): The case of the emerging Greek securities market. International Research Journal of Finance and Economics, 4(2006), 78-91.
  • Minović, J., & Živković, B. (2014). CAPM augmented with liquidity and size premium in the Croatian stock market. Economic research-Ekonomska istraživanja, 27(1), 191-206.
  • O’Donnell, N., Shannon, D., Sheehan, B., & Ashraf, B. N. (2024). The Impact of COVID-19 on the fama-french five-factor model: unmasking industry dynamics. International Journal of Financial Studies, 12(4), 98.
  • Perković, A. (2011). Research of beta as adequate risk measure-is beta still alive? Croatian Operational Research Review, 2(1), 102-111.
  • Rosenberg, B., Reid, K., & Lanstein, R. (1985). Efficient capital markets: II. Persuasive Evidence of Market Inefficiency, 11 (3), 9–16.
  • Rossi, M. (2016). The capital asset pricing model: a critical literature review. Global Business and Economics Review, 18(5), 604-617.
  • Rubbaniy, G., Khalid, A. A., Syriopoulos, K., & Polyzos, E. (2024). Dynamic returns connectedness: Portfolio hedging implications during the COVID‐19 pandemic and the Russia–Ukraine war. Journal of Futures Markets, 44(10), 1613-1639.
  • Shahzad, U., Mohammed, K. S., & Karimi, M. S. (2025). Dynamic Connectedness Between a Corporate Bond Market With WTI, Geopolitical and Financial Volatility: Spillover From Post‐COVID‐19 and Russian‐Ukrainian Clash. International Journal of Finance & Economics.
  • Soltani, H., & Abbes, M. B. (2023). The predictive power of financial stress on the financial markets dynamics: Hidden Markov model. Journal of Economics and Finance, 47(1), 94-115.
  • Stattman, Dennis. (1980). “Book Values and Stock Returns.” The Chicago MBA: A Journal of Selected Papers. 4, pp. 25–45.
  • Setyowati, A. (2010). Capital asset pricing model (CAPM): The theory and evidence in Indonesia stock exchange (IDX) at the period of 2004-2009 (Doctoral dissertation, UNS (Sebelas Maret University)).
  • Shah, C. A. (2015). Construction of optimal portfolio using sharpe index model & camp for bse top 15 securities. International Journal of Research and Analytical Reviews, 2(2), 168-178.
  • Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The journal of finance, 19(3), 425-442.
  • Titman, S., Wei, K. J., & Xie, F. (2004). Capital investments and stock returns. Journal of financial and Quantitative Analysis, 39(4), 677-700.
  • Trifan, A. L. (2009). Testing capital asset pricing model for Romanian capital market. Annales Universitatis Apulensis: Series Oeconomica, 11(1), 426.
  • Yaqub, K. Q. (2025). Effect of United States Monetary Policy and Macroeconomics on the Dow Jones Industrial Average Pre, during and Post Covid-19 Period. Journal of University of Raparin, 12(2), 675-707.
There are 42 citations in total.

Details

Primary Language English
Subjects Investment and Portfolio Management
Journal Section Research Article
Authors

Orkun Bayram 0000-0001-9958-7822

Selminaz Adıgüzel 0000-0002-6808-2888

Submission Date May 6, 2025
Acceptance Date November 17, 2025
Publication Date January 31, 2026
Published in Issue Year 2026 Volume: 16 Issue: 1

Cite

APA Bayram, O., & Adıgüzel, S. (2026). UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS. Kırıkkale Üniversitesi Sosyal Bilimler Dergisi, 16(1), 23-42. https://izlik.org/JA77WW92DM
AMA 1.Bayram O, Adıgüzel S. UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS. KUSBD. 2026;16(1):23-42. https://izlik.org/JA77WW92DM
Chicago Bayram, Orkun, and Selminaz Adıgüzel. 2026. “UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS”. Kırıkkale Üniversitesi Sosyal Bilimler Dergisi 16 (1): 23-42. https://izlik.org/JA77WW92DM.
EndNote Bayram O, Adıgüzel S (January 1, 2026) UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS. Kırıkkale Üniversitesi Sosyal Bilimler Dergisi 16 1 23–42.
IEEE [1]O. Bayram and S. Adıgüzel, “UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS”, KUSBD, vol. 16, no. 1, pp. 23–42, Jan. 2026, [Online]. Available: https://izlik.org/JA77WW92DM
ISNAD Bayram, Orkun - Adıgüzel, Selminaz. “UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS”. Kırıkkale Üniversitesi Sosyal Bilimler Dergisi 16/1 (January 1, 2026): 23-42. https://izlik.org/JA77WW92DM.
JAMA 1.Bayram O, Adıgüzel S. UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS. KUSBD. 2026;16:23–42.
MLA Bayram, Orkun, and Selminaz Adıgüzel. “UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS”. Kırıkkale Üniversitesi Sosyal Bilimler Dergisi, vol. 16, no. 1, Jan. 2026, pp. 23-42, https://izlik.org/JA77WW92DM.
Vancouver 1.Bayram O, Adıgüzel S. UNVEILING the COVID-19 SHOCK: ITS INFLUENCE ON BETAS and the SECURITY MARKET LINE—A CAPM ANALYSIS of DOW JONES 30 IIS. KUSBD [Internet]. 2026 Jan. 1;16(1):23-42. Available from: https://izlik.org/JA77WW92DM

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