Araştırma Makalesi
BibTex RIS Kaynak Göster

Küresel Hisse Senedi Piyasalarında Zayıf Form Verimliliğinin Araştırılması

Yıl 2025, Cilt: 5 Sayı: 2, 72 - 87, 31.12.2025

Öz

Bu çalışma, Zayıf Formda Piyasa Etkinliği'nin varlığını Etkin Piyasa Hipotezi (EPH) çerçevesinde incelemeyi amaçlamakta ve RALS-LM birim kök testi yardımıyla 67 farklı ülkede faaliyet gösteren 71 borsa için mevcut en büyük veri setini kullanmaktadır. Bu test, finansal piyasalarda birim kök özelliğini tespit etmeye yönelik geliştirilmiş bir yöntem olup, literatürde piyasa etkinliği çalışmalarında sıkça kullanılan geleneksel yöntemlerin ötesine geçmektedir. Çalışmanın bulgularına göre, incelenen 68 borsanın gösterge endeksleri birim kök içermemektedir, yani durağandır ve dolayısıyla zayıf formda etkin değildir. Başka bir deyişle, bu borsalarda fiyatların geçmiş bilgiyi yansıttığı ve gelecekteki fiyatların tahmin edilmesinin mümkün olduğu sonucuna ulaşılmıştır. Çalışma, yalnızca Bulgaristan Borsası (BSE Sofix) ve Hindistan Borsası (Nifty 50) için zayıf formda piyasa etkinliği koşullarının sağlandığını ortaya koymaktadır. Buna göre, ilgili borsalarda geçmiş fiyatları gelecekteki fiyatların bir göstergesi olarak kullanmak mümkün olup, bu piyasaların zayıf formda dahi etkin olmadığını göstermektedir.

Kaynakça

  • Akel, V. (2015). Testing the efficient market hypothesis in the Fragile Five stock markets: An empirical analysis. *Journal of Economics and Finance, 39*(3), 536–550. https://doi.org/10.1007/s12197-014-9297-8
  • Ali, M., Hussain, M., Raza, S. A., & Ali, H. (2021). Efficient market Ansible: A review of theoretical foundations and empirical evidence. *Journal of Finance and Accounting Research, 3*(2), 115–133.
  • Anghel, M. G. (2015). The impact of market efficiency on stock returns. *Procedia Economics and Finance, 26*, 1234–1241. https://doi.org/10.1016/S2212-5671(15)00958-0
  • Arman, M. B., & Lestari, Y. (2019). Market anomalies and their impact on stock returns. *International Journal of Economics and Business, 8*(1), 41–52.
  • Aytemiz, S., Coşkun, N., & Tiesuncer, İ. (2021). Testing the absolute purchasing power parity hypothesis under non-normal errors: RALS-LM and RALS-ADF unit root tests. *Dicle University Journal of Economics and Administrative Sciences, 11*(22), 57–72.
  • Ball, R. (2009). The global financial crisis and the efficient market hypothesis: What have we learned? *Journal of Applied Corporate Finance, 21*(4), 8–16. https://doi.org/10.1111/j.1745-6622.2009.00246.x
  • Barkoulas, J. T., Baum, C. F., & Travlos, N. (2000). Long memory in the Greek stock market. *Applied Financial Economics, 10*(2), 177–184. https://doi.org/10.1080/096031000331815
  • Bayraktar, A. (2020). Etkin piyasalar hipotezi: BIST uygulaması [Efficient market hypothesis: BIST application]. *The Journal of Academic Social Science, 8*(106), 183–200. https://dx.doi.org/10.29228/ASOS.43867
  • Bilir, H. (2018). Piyasalar rasyonel mi? Etkin piyasalar hipotezi ve piyasa anomalileri [Are markets rational? Efficient market hypothesis and market anomalies]. *Social Sciences Studies Journal, 4*(16), 1362–1374.
  • Borges, M. R. (2010). Efficient market hypothesis in European stock markets. *European Journal of Finance, 16*(7), 711–726. https://doi.org/10.1080/1351847X.2010.495477
  • Bulut, E. (2022). *Hisse senedi getiri volatilitelerinin doğrusal olmayan metotlarla incelenmesi ve piyasa etkinliğinin araştırılması: BRICS-T ülkeleri ile karşılaştırmalı bir analiz* [Examination of stock return volatilities with nonlinear methods and investigation of market efficiency: A comparative analysis with BRICS-T countries] [Doctoral dissertation, İnönü University]. İnönü University Institutional Repository.
  • Çelik, T. T., & Taş, O. (2007). Etkin piyasa hipotezi ve gelişmekte olan hisse senedi piyasaları [Efficient market hypothesis and emerging stock markets]. *İTÜ Dergisi/b Sosyal Bilimler, 4*(2), 11–22.
  • Chaudhuri, K., & Wu, Y. (2003). Random walk versus breaking trend in stock prices: Evidence from emerging markets. *Journal of Banking & Finance, 27*(4), 575–592. https://doi.org/10.1016/S0378-4266(01)00252-7
  • Chesoli, M. (2021). Psychological influences in investment decision-making. *Journal of Behavioral Finance Research, 5*(2), 99–115.
  • Coşkun, Y., & Seven, Ü. (2016). Etkin piyasalar hipotezi ve BIST’in zayıf form etkinlik analizi [Efficient market hypothesis and weak form efficiency analysis of Borsa Istanbul]. In A. Gündoğdu (Ed.), *Finansal piyasalar ve kurumlar: Teori ve Türkiye uygulamasına güncel bakış* (pp. 289–319). Nobel Akademik Yayıncılık.
  • Dhankar, R. S., & Shankar, D. (2016). Relevance and evolution of adaptive markets hypothesis: A review. *Journal of Indian Business Research, 8*(3), 166–179. https://doi.org/10.1108/JIBR-12-2015-0125
  • Douagi, N., Kaoubi, M., & Merli, M. (2019). Calendar anomalies in stock markets: Evidence and implications. *Economics Letters, 45*(1), 57–63.
  • Enow, D. (2022). Adaptive market hypothesis in light of market dynamics. *Journal of Financial and Quantitative Analysis, 58*(2), 233–245.
  • Fama, E. F. (1965). The behavior of stock-market prices. *Journal of Business, 38*(1), 34–105. https://www.jstor.org/stable/2350752
  • Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. *The Journal of Finance, 25*(2), 383–417. https://www.jstor.org/stable/2325486
  • Gu, X. (2023). Market efficiency and information processing: Revisiting the efficient market hypothesis. *Journal of Financial Economics, 12*(3), 312–329.
  • Gümüş, G., & Bektur, Ç. (2019). Etkin piyasa hipotezi ve davranışsal finans modelleri, BIST-100 endeksinde anomali testi [Efficient market hypothesis and behavioral finance models, anomaly test in the BIST-100 index]. *International Journal of Economic Studies, 5*(2), 59–69.
  • Huang, S. X. (1998). *Interactions between the United States, Hong Kong, and Shanghai stock markets: A test of the efficient market hypothesis* [Doctoral dissertation, California State University]. ProQuest Dissertations & Theses Global. https://www.proquest.com/docview/304488589
  • İçigen, B., & Kayalı, C. (2022). Testing the weak form efficiency of the Turkish stock market using variance ratio tests. *Journal of Financial Studies, 10*(2), 123–139.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2009). More powerful unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 315–342). Springer.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 343–357). Springer.
  • Kim, J. H., Shamsuddin, A., & Lim, K. P. (2011). Stock return predictability and the adaptive markets hypothesis: Evidence from century-long U.S. data. *Journal of Empirical Finance, 18*(5), 868–879. https://doi.org/10.1016/j.jempfin.2011.08.002
  • Koyuncu, T., & Aslan, A. (2017). Etkin piyasa hipotezi ve gelişmiş borsalar üzerine bir uygulama: Panel veri analizi [Efficient market hypothesis and an application to developed stock markets: Panel data analysis]. *Kapadokya Akademik Bakış, 1*(1), 17–30.
  • Kwon, K. Y., & Kish, R. J. (2002). Technical trading strategies and return predictability: NYSE. *Applied Financial Economics, 12*(9), 639–653. https://doi.org/10.1080/09603100010016139
  • Lawal, A. I., Nwanji, T. I., & Opeyemi, O. O. (2020). Testing the efficient market hypothesis in an emerging market: Evidence from the Nigerian stock exchange. *Journal of Asian Finance, Economics and Business, 7*(10), 115–124. https://doi.org/10.13106/jafeb.2020.vol7.no10.115
  • Lee, J., & Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. *Review of Economics and Statistics, 85*(4), 1082–1089. https://doi.org/10.1162/003465303772815961
  • Lo, A. W. (2004). The adaptive market hypothesis: Market efficiency from an evolutionary perspective. *Journal of Portfolio Management, 30*(5), 15–29. https://doi.org/10.3905/jpm.2004.15
  • Mahjoubi, M. (2024). Behavioral finance and the efficient market hypothesis: A theoretical synthesis. *Review of Financial Studies, 15*(2), 202–221.
  • Malkiel, B. G. (2003). The efficient market hypothesis and its critics. *Journal of Economic Perspectives, 17*(1), 59–82. https://doi.org/10.1257/089533003321164958
  • Mandacı, P. E., Cagli, E. C., & Taskin, F. D. (2019). Testing the weak form efficiency of the Turkish stock market. *Emerging Markets Finance and Trade, 55*(12), 2743–2756. https://doi.org/10.1080/1540496X.2018.1526075
  • Meng, M., Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful LM unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 343–357). Springer.
  • Meng, M., Lee, J., & Payne, J. E. (2017). RALS-LM unit root test with trend breaks and non-normal errors: Application to the Prebisch-Singer hypothesis. *Studies in Nonlinear Dynamics and Econometrics, 21*(1), 31–45. https://doi.org/10.1515/snde-2016-0027
  • Nene, M. (2019). *Testing the efficient market hypothesis in selected African stock markets: Application of the technical trading method* [Doctoral dissertation, University of Johannesburg]. ProQuest Dissertations & Theses Global. https://www.proquest.com/docview/2572528112
  • Noreen, U., Shafique, A., Uyub, U., & Saeed, S. K. (2022). Does the adaptive market hypothesis reconcile the behavioral finance and the efficient market hypothesis? *Risks, 10*(9), 168. https://doi.org/10.3390/risks10090168
  • Obalade, A., & Muzindutsi, P. (2019). An examination of adaptive market hypothesis in emerging markets. *Research in International Business and Finance, 47*, 108–119. https://doi.org/10.1016/j.ribaf.2018.07.006
  • Pinar, E., & Zeliha, Y. (2019). Adaptive market hypothesis: Bridging the gap between efficiency and behavioral finance. *Journal of Behavioral and Experimental Finance, 13*, 123–138.
  • Rathnaweera, M. (2023). Efficient market hypothesis: Insights and applications in modern financial markets. *Asian Journal of Finance and Accounting, 12*(3), 267–289.
  • Rojas, M. A., Martinez, J. G., & Coronado, S. (2017). Testing the efficient market hypothesis in the Mexican stock market: A unit root approach. *Journal of Economics and Business, 20*(3), 45–58.
  • Rönkkö, J., Aalto, J., & Makinen, S. (2024). Nonlinear dynamics and market efficiency in the Finnish stock market. *Nordic Journal of Business, 73*(1), 22–39.
  • Rossi, M., & Gunardi, A. (2018). Efficient market hypothesis and stock market anomalies: Empirical evidence in four European countries. *Journal of Applied Business Research, 34*(1), 183–192. https://doi.org/10.19030/jabr.v34i1.10111
  • Schmidt, P., & Phillips, P. C. B. (1992). LM tests for a unit root in the presence of deterministic trends. *Oxford Bulletin of Economics and Statistics, 54*(3), 257–287. https://doi.org/10.1111/j.1468-0084.1992.tb00002.x
  • Šonje, V., Alajbeg, D., & Bubaš, Z. (2011). Efficient market hypothesis: Is the Croatian stock market as (in)efficient as the U.S. market? *Financial Theory and Practice, 35*(3), 301–326. https://www.proquest.com/docview/903198246
  • Szymański, D., & Wojtalik, M. (2020). Stock market anomalies: Insights from calendar effects. *Economic Modelling Journal, 52*, 88–95.
  • Todea, A., Ulici, M., & Silaghi, S. (2009). Adaptive markets hypothesis: Evidence from Asia-Pacific financial markets. *Review of Finance and Banking, 1*(1), 7–14.
  • Trung, T. N., & Quang, D. B. (2019). Adaptive market hypothesis and behavioral economics. *Asian Economic and Financial Review, 9*(4), 451–467.
  • Urquhart, A., & Hudson, R. (2013). Efficient or adaptive markets? Evidence from major stock markets using very long run historic data. *International Review of Financial Analysis, 28*, 130–142. https://doi.org/10.1016/j.irfa.2013.03.005
  • Wong, W. K., Tan, K. H., & Chong, T. T. L. (2006). Calendar anomalies in stock markets: A global perspective. *Journal of International Finance and Economics, 11*(3), 117–125.

Investigating Weak-Form Efficiency in Global Stock Markets

Yıl 2025, Cilt: 5 Sayı: 2, 72 - 87, 31.12.2025

Öz

This study aims to examine the presence of weak-form market efficiency using the largest available dataset of 71 stock exchanges operating in 67 different countries, within the framework of the Efficient Market Hypothesis (EMH), with the assistance of the RALS-LM unit root test. This test is a methodology designed to detect the unit root feature in financial markets and goes beyond the traditional methods frequently used in market efficiency studies in the literature. The results show that the indicator indices of 68 examined exchanges do not contain a unit root, meaning they are stationary and, therefore, not weak-form efficient. In other words, it can be concluded that prices in these exchanges reflect past information, making it possible to forecast future prices. The study reveals that weak-form efficiency conditions are not met for all exchanges except for the Bulgarian Stock Exchange (BSE Sofix) and the Indian Stock Exchange (Nifty 50). Accordingly, it is possible to use past prices as a predictor of future prices on the relevant exchanges, indicating the absence of even weak-form efficiency in these markets.

Kaynakça

  • Akel, V. (2015). Testing the efficient market hypothesis in the Fragile Five stock markets: An empirical analysis. *Journal of Economics and Finance, 39*(3), 536–550. https://doi.org/10.1007/s12197-014-9297-8
  • Ali, M., Hussain, M., Raza, S. A., & Ali, H. (2021). Efficient market Ansible: A review of theoretical foundations and empirical evidence. *Journal of Finance and Accounting Research, 3*(2), 115–133.
  • Anghel, M. G. (2015). The impact of market efficiency on stock returns. *Procedia Economics and Finance, 26*, 1234–1241. https://doi.org/10.1016/S2212-5671(15)00958-0
  • Arman, M. B., & Lestari, Y. (2019). Market anomalies and their impact on stock returns. *International Journal of Economics and Business, 8*(1), 41–52.
  • Aytemiz, S., Coşkun, N., & Tiesuncer, İ. (2021). Testing the absolute purchasing power parity hypothesis under non-normal errors: RALS-LM and RALS-ADF unit root tests. *Dicle University Journal of Economics and Administrative Sciences, 11*(22), 57–72.
  • Ball, R. (2009). The global financial crisis and the efficient market hypothesis: What have we learned? *Journal of Applied Corporate Finance, 21*(4), 8–16. https://doi.org/10.1111/j.1745-6622.2009.00246.x
  • Barkoulas, J. T., Baum, C. F., & Travlos, N. (2000). Long memory in the Greek stock market. *Applied Financial Economics, 10*(2), 177–184. https://doi.org/10.1080/096031000331815
  • Bayraktar, A. (2020). Etkin piyasalar hipotezi: BIST uygulaması [Efficient market hypothesis: BIST application]. *The Journal of Academic Social Science, 8*(106), 183–200. https://dx.doi.org/10.29228/ASOS.43867
  • Bilir, H. (2018). Piyasalar rasyonel mi? Etkin piyasalar hipotezi ve piyasa anomalileri [Are markets rational? Efficient market hypothesis and market anomalies]. *Social Sciences Studies Journal, 4*(16), 1362–1374.
  • Borges, M. R. (2010). Efficient market hypothesis in European stock markets. *European Journal of Finance, 16*(7), 711–726. https://doi.org/10.1080/1351847X.2010.495477
  • Bulut, E. (2022). *Hisse senedi getiri volatilitelerinin doğrusal olmayan metotlarla incelenmesi ve piyasa etkinliğinin araştırılması: BRICS-T ülkeleri ile karşılaştırmalı bir analiz* [Examination of stock return volatilities with nonlinear methods and investigation of market efficiency: A comparative analysis with BRICS-T countries] [Doctoral dissertation, İnönü University]. İnönü University Institutional Repository.
  • Çelik, T. T., & Taş, O. (2007). Etkin piyasa hipotezi ve gelişmekte olan hisse senedi piyasaları [Efficient market hypothesis and emerging stock markets]. *İTÜ Dergisi/b Sosyal Bilimler, 4*(2), 11–22.
  • Chaudhuri, K., & Wu, Y. (2003). Random walk versus breaking trend in stock prices: Evidence from emerging markets. *Journal of Banking & Finance, 27*(4), 575–592. https://doi.org/10.1016/S0378-4266(01)00252-7
  • Chesoli, M. (2021). Psychological influences in investment decision-making. *Journal of Behavioral Finance Research, 5*(2), 99–115.
  • Coşkun, Y., & Seven, Ü. (2016). Etkin piyasalar hipotezi ve BIST’in zayıf form etkinlik analizi [Efficient market hypothesis and weak form efficiency analysis of Borsa Istanbul]. In A. Gündoğdu (Ed.), *Finansal piyasalar ve kurumlar: Teori ve Türkiye uygulamasına güncel bakış* (pp. 289–319). Nobel Akademik Yayıncılık.
  • Dhankar, R. S., & Shankar, D. (2016). Relevance and evolution of adaptive markets hypothesis: A review. *Journal of Indian Business Research, 8*(3), 166–179. https://doi.org/10.1108/JIBR-12-2015-0125
  • Douagi, N., Kaoubi, M., & Merli, M. (2019). Calendar anomalies in stock markets: Evidence and implications. *Economics Letters, 45*(1), 57–63.
  • Enow, D. (2022). Adaptive market hypothesis in light of market dynamics. *Journal of Financial and Quantitative Analysis, 58*(2), 233–245.
  • Fama, E. F. (1965). The behavior of stock-market prices. *Journal of Business, 38*(1), 34–105. https://www.jstor.org/stable/2350752
  • Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. *The Journal of Finance, 25*(2), 383–417. https://www.jstor.org/stable/2325486
  • Gu, X. (2023). Market efficiency and information processing: Revisiting the efficient market hypothesis. *Journal of Financial Economics, 12*(3), 312–329.
  • Gümüş, G., & Bektur, Ç. (2019). Etkin piyasa hipotezi ve davranışsal finans modelleri, BIST-100 endeksinde anomali testi [Efficient market hypothesis and behavioral finance models, anomaly test in the BIST-100 index]. *International Journal of Economic Studies, 5*(2), 59–69.
  • Huang, S. X. (1998). *Interactions between the United States, Hong Kong, and Shanghai stock markets: A test of the efficient market hypothesis* [Doctoral dissertation, California State University]. ProQuest Dissertations & Theses Global. https://www.proquest.com/docview/304488589
  • İçigen, B., & Kayalı, C. (2022). Testing the weak form efficiency of the Turkish stock market using variance ratio tests. *Journal of Financial Studies, 10*(2), 123–139.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2009). More powerful unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 315–342). Springer.
  • Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 343–357). Springer.
  • Kim, J. H., Shamsuddin, A., & Lim, K. P. (2011). Stock return predictability and the adaptive markets hypothesis: Evidence from century-long U.S. data. *Journal of Empirical Finance, 18*(5), 868–879. https://doi.org/10.1016/j.jempfin.2011.08.002
  • Koyuncu, T., & Aslan, A. (2017). Etkin piyasa hipotezi ve gelişmiş borsalar üzerine bir uygulama: Panel veri analizi [Efficient market hypothesis and an application to developed stock markets: Panel data analysis]. *Kapadokya Akademik Bakış, 1*(1), 17–30.
  • Kwon, K. Y., & Kish, R. J. (2002). Technical trading strategies and return predictability: NYSE. *Applied Financial Economics, 12*(9), 639–653. https://doi.org/10.1080/09603100010016139
  • Lawal, A. I., Nwanji, T. I., & Opeyemi, O. O. (2020). Testing the efficient market hypothesis in an emerging market: Evidence from the Nigerian stock exchange. *Journal of Asian Finance, Economics and Business, 7*(10), 115–124. https://doi.org/10.13106/jafeb.2020.vol7.no10.115
  • Lee, J., & Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. *Review of Economics and Statistics, 85*(4), 1082–1089. https://doi.org/10.1162/003465303772815961
  • Lo, A. W. (2004). The adaptive market hypothesis: Market efficiency from an evolutionary perspective. *Journal of Portfolio Management, 30*(5), 15–29. https://doi.org/10.3905/jpm.2004.15
  • Mahjoubi, M. (2024). Behavioral finance and the efficient market hypothesis: A theoretical synthesis. *Review of Financial Studies, 15*(2), 202–221.
  • Malkiel, B. G. (2003). The efficient market hypothesis and its critics. *Journal of Economic Perspectives, 17*(1), 59–82. https://doi.org/10.1257/089533003321164958
  • Mandacı, P. E., Cagli, E. C., & Taskin, F. D. (2019). Testing the weak form efficiency of the Turkish stock market. *Emerging Markets Finance and Trade, 55*(12), 2743–2756. https://doi.org/10.1080/1540496X.2018.1526075
  • Meng, M., Im, K. S., Lee, J., & Tieslau, M. A. (2014). More powerful LM unit root tests with non-normal errors. In R. Sickles & W. Horrace (Eds.), *Festschrift in honor of Peter Schmidt* (pp. 343–357). Springer.
  • Meng, M., Lee, J., & Payne, J. E. (2017). RALS-LM unit root test with trend breaks and non-normal errors: Application to the Prebisch-Singer hypothesis. *Studies in Nonlinear Dynamics and Econometrics, 21*(1), 31–45. https://doi.org/10.1515/snde-2016-0027
  • Nene, M. (2019). *Testing the efficient market hypothesis in selected African stock markets: Application of the technical trading method* [Doctoral dissertation, University of Johannesburg]. ProQuest Dissertations & Theses Global. https://www.proquest.com/docview/2572528112
  • Noreen, U., Shafique, A., Uyub, U., & Saeed, S. K. (2022). Does the adaptive market hypothesis reconcile the behavioral finance and the efficient market hypothesis? *Risks, 10*(9), 168. https://doi.org/10.3390/risks10090168
  • Obalade, A., & Muzindutsi, P. (2019). An examination of adaptive market hypothesis in emerging markets. *Research in International Business and Finance, 47*, 108–119. https://doi.org/10.1016/j.ribaf.2018.07.006
  • Pinar, E., & Zeliha, Y. (2019). Adaptive market hypothesis: Bridging the gap between efficiency and behavioral finance. *Journal of Behavioral and Experimental Finance, 13*, 123–138.
  • Rathnaweera, M. (2023). Efficient market hypothesis: Insights and applications in modern financial markets. *Asian Journal of Finance and Accounting, 12*(3), 267–289.
  • Rojas, M. A., Martinez, J. G., & Coronado, S. (2017). Testing the efficient market hypothesis in the Mexican stock market: A unit root approach. *Journal of Economics and Business, 20*(3), 45–58.
  • Rönkkö, J., Aalto, J., & Makinen, S. (2024). Nonlinear dynamics and market efficiency in the Finnish stock market. *Nordic Journal of Business, 73*(1), 22–39.
  • Rossi, M., & Gunardi, A. (2018). Efficient market hypothesis and stock market anomalies: Empirical evidence in four European countries. *Journal of Applied Business Research, 34*(1), 183–192. https://doi.org/10.19030/jabr.v34i1.10111
  • Schmidt, P., & Phillips, P. C. B. (1992). LM tests for a unit root in the presence of deterministic trends. *Oxford Bulletin of Economics and Statistics, 54*(3), 257–287. https://doi.org/10.1111/j.1468-0084.1992.tb00002.x
  • Šonje, V., Alajbeg, D., & Bubaš, Z. (2011). Efficient market hypothesis: Is the Croatian stock market as (in)efficient as the U.S. market? *Financial Theory and Practice, 35*(3), 301–326. https://www.proquest.com/docview/903198246
  • Szymański, D., & Wojtalik, M. (2020). Stock market anomalies: Insights from calendar effects. *Economic Modelling Journal, 52*, 88–95.
  • Todea, A., Ulici, M., & Silaghi, S. (2009). Adaptive markets hypothesis: Evidence from Asia-Pacific financial markets. *Review of Finance and Banking, 1*(1), 7–14.
  • Trung, T. N., & Quang, D. B. (2019). Adaptive market hypothesis and behavioral economics. *Asian Economic and Financial Review, 9*(4), 451–467.
  • Urquhart, A., & Hudson, R. (2013). Efficient or adaptive markets? Evidence from major stock markets using very long run historic data. *International Review of Financial Analysis, 28*, 130–142. https://doi.org/10.1016/j.irfa.2013.03.005
  • Wong, W. K., Tan, K. H., & Chong, T. T. L. (2006). Calendar anomalies in stock markets: A global perspective. *Journal of International Finance and Economics, 11*(3), 117–125.
Toplam 52 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Makroekonomik Teori
Bölüm Araştırma Makalesi
Yazarlar

Taha Bahadır Saraç 0000-0001-6911-854X

Cem Koçak

Ömer İskenderoğlu 0000-0002-3407-1259

Savaş Mücteba Harputlu 0000-0002-1228-785X

Gönderilme Tarihi 8 Ekim 2025
Kabul Tarihi 29 Aralık 2025
Yayımlanma Tarihi 31 Aralık 2025
Yayımlandığı Sayı Yıl 2025 Cilt: 5 Sayı: 2

Kaynak Göster

APA Saraç, T. B., Koçak, C., İskenderoğlu, Ö., Harputlu, S. M. (2025). Investigating Weak-Form Efficiency in Global Stock Markets. Hitit Ekonomi ve Politika Dergisi, 5(2), 72-87.

Hitit Ekonomi ve Politika Dergisi Creative Commons Atıf-GayriTicari 4.0 Uluslararası Lisansı (CC BY NC) ile lisanslanmıştır.