IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-05243730.html

Advanced Technologies and Behavioral Biases in Trading: A Qualitative Study on the Use of Technological Tools by Individual Traders
[Technologies avancées et biais comportementaux en trading : Une étude qualitative sur l’usage des dispositifs technologiques par les traders individuels]

Author

Listed:
  • Chaimaa Laamime,

    (École Nationale de Commerce et de Gestion (ENCG), Université Hassan II de Casablanca, Maroc)

  • Karima Mialed

    (École Nationale de Commerce et de Gestion (ENCG), Université Hassan II de Casablanca, Maroc)

Abstract

This study explores the impact of advanced financial technologies—artificial intelligence, predictive algorithms, intelligent trading platforms, and big data—on the decision-making processes of individual traders. Based on qualitative fieldwork with 30 Moroccan traders, the research shows that while digital tools can help reduce cognitive overload and emotional stress, they may also reinforce algorithmic overconfidence, excessive delegation of judgment, or illusions of control. The study highlights that the effects of these technologies are context-dependent, shaped by traders' techno-cognitive profiles, experience, and financial literacy. It contributes to behavioral finance by offering an integrated techno-behavioral perspective in the context of an emerging market.

Suggested Citation

  • Chaimaa Laamime, & Karima Mialed, 2025. "Advanced Technologies and Behavioral Biases in Trading: A Qualitative Study on the Use of Technological Tools by Individual Traders [Technologies avancées et biais comportementaux en trading : Une ," Post-Print hal-05243730, HAL.
  • Handle: RePEc:hal:journl:hal-05243730
    Note: View the original document on HAL open archive server: https://hal.science/hal-05243730v1
    as

    Download full text from publisher

    File URL: https://hal.science/hal-05243730v1/document
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Brad M. Barber & Terrance Odean, 2001. "Boys will be Boys: Gender, Overconfidence, and Common Stock Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 261-292.
    3. 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..
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Menkhoff, Lukas & Nikiforow, Marina, 2009. "Professionals' endorsement of behavioral finance: Does it impact their perception of markets and themselves?," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 318-329, August.
    2. Tai-Yuen Hon & Massoud Moslehpour & Kai-Yin Woo, 2021. "Review on Behavioral Finance with Empirical Evidence," Advances in Decision Sciences, Asia University, Taiwan, vol. 25(4), pages 15-41, December.
    3. Ritika & Nawal Kishor, 2020. "Development and validation of behavioral biases scale: a SEM approach," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 14(2), pages 237-259, November.
    4. Marina Nikiforow, 2010. "Does training on behavioural finance influence fund managers' perception and behaviour?," Applied Financial Economics, Taylor & Francis Journals, vol. 20(7), pages 515-528.
    5. Martin Gold, 2010. "Fiduciary Finance," Books, Edward Elgar Publishing, number 13813, March.
    6. Víctor Alberto Pena & Alina G�mez-Mej�a, 2019. "Effect of the anchoring and adjustment heuristic and optimism bias in stock market forecasts," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 11(2), pages 389-409.
    7. Amari Mouna & Jarboui Anis & David McMillan, 2015. "The factors forming investor’s failure: Is financial literacy a matter? Viewing test by cognitive mapping technique," Cogent Economics & Finance, Taylor & Francis Journals, vol. 3(1), pages 1057923-105, December.
    8. Jiayu Huang & Yifan Wang & Yaojun Fan & Hexuan Li, 2022. "Gauging the effect of investor overconfidence on trading volume from the perspective of the relationship between lagged stock returns and current trading volume," International Finance, Wiley Blackwell, vol. 25(1), pages 103-123, April.
    9. Berg, Joyce E. & Rietz, Thomas A., 2019. "Longshots, overconfidence and efficiency on the Iowa Electronic Market," International Journal of Forecasting, Elsevier, vol. 35(1), pages 271-287.
    10. Daniel Fonseca Costa & Francisval Carvalho & Bruno César Moreira & José Willer Prado, 2017. "Bibliometric analysis on the association between behavioral finance and decision making with cognitive biases such as overconfidence, anchoring effect and confirmation bias," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(3), pages 1775-1799, June.
    11. Niculaescu, Corina E. & Sangiorgi, Ivan & Bell, Adrian R., 2023. "Does personal experience with COVID-19 impact investment decisions? Evidence from a survey of US retail investors," International Review of Financial Analysis, Elsevier, vol. 88(C).
    12. Jackson Barngetuny (PhD), 2025. "Behavioral Biases and Real Estate Bubble Formation in Kenya: A Behavioral Finance and Neuroeconomic Perspective," International Journal of Finance and Accounting, IPRJB, vol. 10(4), pages 54-79.
    13. Stephanie Moulton & Cäzilia Loibl & Anya Samak & J. Michael Collins, 2013. "Borrowing Capacity and Financial Decisions of Low-to-Moderate Income First-Time Homebuyers," Journal of Consumer Affairs, Wiley Blackwell, vol. 47(3), pages 375-403, November.
    14. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    15. Camille Magron & Maxime Merli, 2012. "Stocks repurchase and sophistication of individual investors," Working Papers of LaRGE Research Center 2012-02, Laboratoire de Recherche en Gestion et Economie (LaRGE), Université de Strasbourg.
    16. Chen, Binxia & Jiang, Yuanying & Zhou, Donghai, 2025. "Risk contagion network and characteristic measurement among international financial markets," Pacific-Basin Finance Journal, Elsevier, vol. 92(C).
    17. Jaakko Aspara & Arvid Hoffmann, 2015. "Selling losers and keeping winners: How (savings) goal dynamics predict a reversal of the disposition effect," Marketing Letters, Springer, vol. 26(2), pages 201-211, June.
    18. Chen Lian & Yueran Ma & Carmen Wang, 2019. "Low Interest Rates and Risk-Taking: Evidence from Individual Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 32(6), pages 2107-2148.
    19. Jean-Philippe Bouchaud & Damien Challet, 2016. "Why have asset price properties changed so little in 200 years," Papers 1605.00634, arXiv.org.
    20. Veld, Chris & Veld-Merkoulova, Yulia V., 2008. "The risk perceptions of individual investors," Journal of Economic Psychology, Elsevier, vol. 29(2), pages 226-252, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:hal:journl:hal-05243730. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.