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From rational to behavioral: An epistemological bridge between Markowitz, Fama, and Shiller

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  • Leonel Arango-Vasquez

    (EAFIT - EAFIT University)

Abstract

This article examines the epistemology of finance by analyzing how different theoretical perspectives shape knowledge and decision-making in markets. A comparative analysis is adopted to contrast the underlying premises of each perspective and their applicability in contexts of uncertainty, volatility, and structural changes in markets. The findings demonstrate that, while each theoretical framework provides valuable analytical tools, their combination offers a more robust understanding of financial behavior. The integration of these approaches, along with interdisciplinary methodologies, is essential for a more holistic and adaptable view of financial epistemology, allowing for a more accurate evaluation of the interaction between rationality, uncertainty, and behavior in contemporary global markets.

Suggested Citation

  • Leonel Arango-Vasquez, 2025. "From rational to behavioral: An epistemological bridge between Markowitz, Fama, and Shiller," Post-Print hal-05003891, HAL.
  • Handle: RePEc:hal:journl:hal-05003891
    DOI: 10.46298/jpe.15444
    Note: View the original document on HAL open archive server: https://hal.science/hal-05003891v2
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    as
    1. Bachar FAKHRY, 2016. "A Literature Review of the Efficient Market Hypothesis," Turkish Economic Review, KSP Journals, vol. 3(3), pages 431-442, September.
    2. Robert J. Shiller, 2014. "Speculative Asset Prices (Nobel Prize Lecture)," Cowles Foundation Discussion Papers 1936, Cowles Foundation for Research in Economics, Yale University.
    3. Brian J. Bushee & Theodore H. Goodman, 2007. "Which Institutional Investors Trade Based on Private Information About Earnings and Returns?," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 45(2), pages 289-321, May.
    4. Lagoarde-Segot, Thomas, 2015. "Diversifying financial research: Final remarks," International Review of Financial Analysis, Elsevier, vol. 41(C), pages 28-30.
    5. Thomas Willett, 2010. "Some lessons for economists from the financial crisis," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 3(2), pages 186-208, September.
    6. Kavous Ardalan, 2005. "Mathematics and academic finance: the role of paradigms," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 32(4), pages 276-290, April.
    7. Giselle Datz, 2013. "The Narrative of Complexity in the Crisis of Finance: Epistemological Challenge and Macroprudential Policy Response," New Political Economy, Taylor & Francis Journals, vol. 18(4), pages 459-479, August.
    8. Kavous Ardalan, 2005. "Mathematics and academic finance: the role of paradigms," International Journal of Social Economics, Emerald Group Publishing, vol. 32(4), pages 276-290, April.
    9. Michael J. Mauboussin, 2002. "Revisiting Market Efficiency: The Stock Market As A Complex Adaptive System," Journal of Applied Corporate Finance, Morgan Stanley, vol. 14(4), pages 47-55, January.
    10. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    11. Robert J. Shiller, 2014. "Speculative Asset Prices," American Economic Review, American Economic Association, vol. 104(6), pages 1486-1517, June.
    12. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    13. Lagoarde-Segot, Thomas, 2015. "Diversifying finance research: From financialization to sustainability," International Review of Financial Analysis, Elsevier, vol. 39(C), pages 1-6.
    14. Roman Frydman & Nicholas Mangee & Josh Stillwagon, 2021. "How Market Sentiment Drives Forecasts of Stock Returns," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 22(4), pages 351-367, October.
    15. Roscoe, Philip & Willman, Paul, 2021. "Flaunt the imperfections: information, entanglements and the regulation of London’s Alternative Investment Market," LSE Research Online Documents on Economics 114480, London School of Economics and Political Science, LSE Library.
    16. Frankfurter, George M. & McGoun, Elton G., 1999. "Ideology and the theory of financial economics," Journal of Economic Behavior & Organization, Elsevier, vol. 39(2), pages 159-177, June.
    17. Nawrocki, David & Viole, Fred, 2014. "Behavioral finance in financial market theory, utility theory, portfolio theory and the necessary statistics: A review," Journal of Behavioral and Experimental Finance, Elsevier, vol. 2(C), pages 10-17.
    18. Robert J. Shiller, 2003. "From Efficient Markets Theory to Behavioral Finance," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 83-104, Winter.
    19. Lagoarde-Segot, Thomas, 2019. "Sustainable finance. A critical realist perspective," Research in International Business and Finance, Elsevier, vol. 47(C), pages 1-9.
    20. Mustafa Raza Rabbani & Md Qamar Azam & Iqbal Thonse Hawaldar & Rashed Aljalahma & Suzan Dsouza, 2024. "Does an overconfidence bias affect stock return, trading volume, and liquidity? Fresh insights from the G7 nations," Cogent Economics & Finance, Taylor & Francis Journals, vol. 12(1), pages 2373266-237, December.
    21. Thomas Willett, 2010. "Some lessons for economists from the financial crisis," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 3(2), pages 186-208, September.
    22. Attig, Najah & Guedhami, Omrane & Nazaire, Gregory & Sy, Oumar, 2023. "What explains the benefits of international portfolio diversification?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 83(C).
    23. Gendron, Yves & Smith-Lacroix, Jean-Hubert, 2015. "The global financial crisis: Essay on the possibility of substantive change in the discipline of finance," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 30(C), pages 83-101.
    24. Nima Nonejad, 2024. "Point forecasts of the price of crude oil: an attempt to “beat” the end-of-month random-walk benchmark," Empirical Economics, Springer, vol. 67(4), pages 1497-1539, October.
    25. Fabian Muniesa & Liliana Doganova, 2018. "The time that money requires: use of the future and critique of the present in financial valuation," Post-Print halshs-01935312, HAL.
    26. Frankfurter, George M., 2006. "The Theory of Fair Markets (TFM) toward a new finance paradigm," International Review of Financial Analysis, Elsevier, vol. 15(2), pages 130-144.
    27. McGoun, Elton G., 1992. "On knowledge of finance," International Review of Financial Analysis, Elsevier, vol. 1(3), pages 161-177.
    28. Kavous Ardalan, 2003. "Theories and controversies in finance: a paradigmatic overview," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 30(1/2), pages 199-208, January.
    29. John Lintner, 1965. "Security Prices, Risk, And Maximal Gains From Diversification," Journal of Finance, American Finance Association, vol. 20(4), pages 587-615, December.
    30. Gilles Boevi Koumou, 2020. "Diversification and portfolio theory: a review," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 34(3), pages 267-312, September.
    31. Harry M. Markowitz, 2005. "Market Efficiency: A Theoretical Distinction and So What?," Financial Analysts Journal, Taylor & Francis Journals, vol. 61(5), pages 17-30, September.
    32. Bettner, Mark & McGoun, Elton & Robinson, Chris, 1994. "The case for qualitative research in finance," International Review of Financial Analysis, Elsevier, vol. 3(1), pages 1-18.
    33. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    34. Szafarz, Ariane, 2012. "Financial crises in efficient markets: How fundamentalists fuel volatility," Journal of Banking & Finance, Elsevier, vol. 36(1), pages 105-111.
    35. Thomas Holtfort, 2019. "From standard to evolutionary finance: a literature survey," Management Review Quarterly, Springer, vol. 69(2), pages 207-232, June.
    36. Armin Varmaz & Christian Fieberg & Thorsten Poddig, 2024. "Portfolio optimization for sustainable investments," Annals of Operations Research, Springer, vol. 341(2), pages 1151-1176, October.
    37. Tamiz, Mehrdad & Azmi, Rania A. & Jones, Dylan F., 2013. "On selecting portfolio of international mutual funds using goal programming with extended factors," European Journal of Operational Research, Elsevier, vol. 226(3), pages 560-576.
    38. Saifullah Khan & Adnan Shoaib & Rehan Aftab & Muhammad Yasir & Muhammad Bilal Saeed, 2025. "Financial frictions and stock return: A novel least minus more frictional factor for asset pricing models in emerging economies," PLOS ONE, Public Library of Science, vol. 20(7), pages 1-31, July.
    39. Vijaya Krishna Kanaparthi, 2024. "Navigating Uncertainty: Enhancing Markowitz Asset Allocation Strategies through Out-of-Sample Analysis," FinTech, MDPI, vol. 3(1), pages 1-22, February.
    40. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    41. Robiyanto Robiyanto & Bayu Adi Nugroho & Andreas Lako, 2020. "Safe haven and performance of extension-Markowitz portfolio on Indonesian ethical investments," International Journal of Economic Policy in Emerging Economies, Inderscience Enterprises Ltd, vol. 13(3), pages 225-243.
    42. Enzo Mondello, 2023. "Efficient Risky Portfolios," Springer Texts in Business and Economics, in: Applied Fundamentals in Finance, chapter 4, pages 101-143, Springer.
    43. Timothy King & Dimitrios Koutmos, 2021. "Herding and feedback trading in cryptocurrency markets," Annals of Operations Research, Springer, vol. 300(1), pages 79-96, May.
    44. K. Liagkouras & K. Metaxiotis & G. Tsihrintzis, 2022. "Incorporating environmental and social considerations into the portfolio optimization process," Annals of Operations Research, Springer, vol. 316(2), pages 1493-1518, September.
    45. Leonel Arango-Vasquez, 2025. "From rational to behavioral: An epistemological bridge between Markowitz, Fama, and Shiller," Post-Print hal-05003891, HAL.
    46. Abhijeet Chandra & M. Thenmozhi, 2017. "Behavioural Asset Pricing: Review and Synthesis," Journal of Interdisciplinary Economics, , vol. 29(1), pages 1-31, January.
    47. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    48. Xavier De Scheemaekere, 2009. "The epistemology of modern finance," The Journal of Philosophical Economics, Bucharest Academy of Economic Studies, The Journal of Philosophical Economics, vol. 2(2), pages 99-120, May.
    49. Xi Zhang & Xu Wu & Linlin Zhang & Zhonglu Chen, 2022. "The Evaluation of Mean-Detrended Cross-Correlation Analysis Portfolio Strategy for Multiple risk Assets," Evaluation Review, , vol. 46(2), pages 138-164, April.
    50. George A. Akerlof & Robert J. Shiller, 2010. "Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism," Economics Books, Princeton University Press, edition 1, number 9163.
    51. Kavous Ardalan, 2003. "Theories and controversies in finance: a paradigmatic overview," International Journal of Social Economics, Emerald Group Publishing, vol. 30(1), pages 199-208, January.
    52. Romain Bocher, 2022. "The Intersubjective Markets Hypothesis," Journal of Interdisciplinary Economics, , vol. 34(1), pages 35-50, January.
    53. Richard H. Thaler, 2000. "From Homo Economicus to Homo Sapiens," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 133-141, Winter.
    54. Vermeulen, Robert, 2013. "International diversification during the financial crisis: A blessing for equity investors?," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 104-123.
    55. Lagoarde-Segot, Thomas & Paranque, Bernard, 2018. "Finance and sustainability: From ideology to utopia," International Review of Financial Analysis, Elsevier, vol. 55(C), pages 80-92.
    56. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
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    1. Leonel Arango-Vasquez, 2025. "From rational to behavioral: An epistemological bridge between Markowitz, Fama, and Shiller," Post-Print hal-05003891, HAL.

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