Analysis of Behavioral Biases Impact on Bank Operations: A Case Study of Pakistan
DOI:
https://doi.org/10.63544/jbii.v5i6.164Keywords:
Behavioural Biases, Quantitative Analysis, Dual Bank Operations, PakistanAbstract
The influence of psychological factors on financial decision-making has gained increasing attention within behavioural finance, challenging traditional assumptions of rational economic behaviour. This study examines the effect of behavioural biases on banking operations in Pakistan, specifically comparing conventional and Islamic banking institutions. The research investigates how biases including overconfidence, confirmation bias, conservatism bias, disposition effect, and herd behaviour influence risk perception and investment decision-making processes within the banking sector. Employing a quantitative research design, primary data were collected from 350 respondents associated with selected banks across Pakistan through a structured Likert-scale questionnaire. The data were analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM) via Smart-PLS software. The findings reveal that behavioural biases significantly influence financial decisions and judgments, with herding behaviour (β = 0.231, p < 0.001) and overconfidence bias (β = 0.174, p < 0.001) emerging as particularly influential factors. Risk perception was found to mediate the relationship between behavioural biases and investment decisions (β = -0.397, p < 0.001). These results have important implications for banking professionals, policymakers, and financial institutions, highlighting the critical need for awareness of behavioural aspects in decision-making, enhanced risk assessment practices, and the development of evidence-based frameworks that account for psychological factors in banking operations.
References
Atif, S. M., Toseef, M., & Sattar, M. F. (2020). Behavioral finance biases in investment decision making. International Journal of Accounting, Finance and Risk Management, 5(2), 69. https://doi.org/10.11648/j.ijafrm.20200502.11
Azouzi, M. A., & Bacha, S. (2023). Do behavioral biases affect credit risk assessment methods? Interdisciplinary Journal of Management Studies, 16(2), 501–514.
Baddeley, M. (2018). Behavioural economics and finance. Routledge.
Baddeley, M. (2019). Behavioural economics and finance (2nd ed.). Routledge.
Bhatia, A., Chandani, A., & Chhateja, J. (2020). Robo advisory and its potential in addressing the behavioral biases of investors—A qualitative study in Indian context. Journal of Behavioral and Experimental Finance, 25, Article 100281. https://doi.org/10.1016/j.jbef.2020.100281
Breuer, W., & Perst, A. (2006). Retail banking and behavioral financial engineering: The case of structured products. Journal of Banking & Finance, 31(3), 827–844. https://doi.org/10.1016/j.jbankfin.2006.06.011
Calzadilla, J., Bordonado-Bermejo, M., & González-Rodrigo, E. (2021). A systematic review of ordinary people, behavioural financial biases. Economic Research-Ekonomska Istraživanja, 34(1), 2767–2789. https://doi.org/10.1080/1331677X.2020.1839526
De Wit, J. J. D. (2018). The psychology of investing. MoneyMarketing, 2018(11), 12.
Dervishaj, B., & Xhaferi, T. (2020). The impact of psychological biases on the decision-making of the individual Albanian investor. International Journal of Economics and Financial Issues, 10(3), 35–46. https://doi.org/10.32479/ijefi.9488
Din, S. M. U., Mehmood, S. K., Shahzad, A., Ahmad, I., Davidyants, A., & Abu-Rumman, A. (2021). The impact of behavioral biases on herding behavior of investors in Islamic financial products. Frontiers in Psychology, 11, Article 600570. https://doi.org/10.3389/fpsyg.2020.600570
Dong, X., Li, Y., Rapach, D. E., & Zhou, G. (2022). Anomalies and the expected market return. The Journal of Finance, 77(1), 639–681. https://doi.org/10.1111/jofi.13099
Donkor, J., Akohene, V., & Acheampong, S. (2016). Behavioural factors and investment decisions of bankers in Ghana. Journal of Education, Society and Behavioural Science, 18(3), 1–8. https://doi.org/10.9734/BJESBS/2016/23353
Elmas, B., Demir, B., & Aydın, S. (2024). Analysis of behavioral biases affecting investment decisions of individual investors using analytical hierarchy process. Trends in Business and Economics, 38(3), 138–146. https://doi.org/10.16951/trendbusecon.1506923
Farooq, A., & Sajid, M. (2015). Factors affecting investment decision making: Evidence from equity fund managers and individual investors in Pakistan. Research Journal of Finance and Accounting, 6(9), 2222–1697.
Gabhane, D., Sharma, A., & Mukherjee, R. (2023). Behavioral finance: Exploring the influence of cognitive biases on investment decisions. Boletín de Literatura Oral—The Literary Journal, 10(1), 3133–3141. https://www.rgcms.edu.in/wp-content/uploads/2023/12/328_BEHAVIORALFINANCE-1.pdf
Gigerenzer, G. (2018). The bias bias in behavioral economics. Review of Behavioral Economics, 5(3–4), 303–336. https://doi.org/10.1561/105.00000092
Güneysu, Y., & Aydin, S. (2023). Analyzing the behavioral biases of bank customers with the fuzzy AHP method. Finans Ekonomi ve Sosyal Araştırmalar Dergisi, 8(3), 759–773. https://doi.org/10.29106/fesa.1317366
Gupta, S., Kadyan, S., & Bhasin, N. K. (2021). Analytical study of behavioral finance in bank merger: Impact of digitalization. Academy of Accounting and Financial Studies Journal, 25(3S), 1–12. https://www.abacademies.org/articles/analytical-study-of-behavioral-finance-in-bank-merger-impact-of-digitalization-12566.html
Han, B., Hirshleifer, D., & Walden, J. (2022). Social transmission bias and investor behavior. Journal of Financial and Quantitative Analysis, 57(1), 390–412. https://doi.org/10.1017/S0022109021000077
Jain, J., Walia, N., Singh, S., & Jain, E. (2022). Mapping the field of behavioural biases: A literature review using bibliometric analysis. Management Review Quarterly, 72(3), 823–855. https://doi.org/10.1007/s11301-021-00215-y
Khan, R., Hussain, A., & Ahmed, S. (2023). Revolutionizing human resource management: The transformative impact of artificial intelligence (AI) applications. International Journal of Social Science and Entrepreneurship, 3(4), 306–326.
Köhn, M. B. H. (2023). The impact of behavioral factors on the investment decision-making of portfolio managers in Europe [Master's thesis, University of Latvia]. University of Latvia Digital Repository. https://dspace.lu.lv/handle/7/63030
Kudryavtsev, A., & Cohen, G. (2011). Behavioral biases in economic and financial knowledge: Are they the same for men and women? Advances in Management & Applied Economics, 1(1), 15–52. https://www.econstor.eu/bitstream/10419/49025/1/665791038.pdf
Kumari, N., & Sar, A. K. (2017). Recent developments and review in behavioral finance. International Journal of Applied Business and Economic Research, 15(26), 235–250. https://www.researchgate.net/profile/Nidhi_Kumari9/publication/323082058_Recent_developments_and_review_in_behavioral_finance/links/5a9ff2bf0f7e9badd99f76be/Recent-developments-and-review-in-behavioral-finance.pdf
Latif, M., Arshad, S., Fatima, M., & Farooq, S. (2011). Market efficiency, market anomalies, causes, evidences, and some behavioral aspects of market anomalies. Research Journal of Finance and Accounting, 2(9–10), 1–13. https://www.iiste.org/Journals/index.php/RJFA/article/view/1287/1208
Mahdi, I. B. S., & Abbes, M. B. (2018). Behavioral explanation for risk taking in Islamic and conventional banks. Research in International Business and Finance, 45, 577–587. https://doi.org/10.1016/j.ribaf.2017.07.111
Mahmood, F., Arshad, R., Khan, S., Afzal, A., & Bashir, M. (2024). Impact of behavioral biases on investment decisions and the moderation effect of financial literacy: An evidence of Pakistan. Acta Psychologica, 247, Article 104303. https://doi.org/10.1016/j.actpsy.2024.104303
Mittal, S. K. (2022). Behavior biases and investment decision: Theoretical and research framework. Qualitative Research in Financial Markets, 14(2), 213–228. https://doi.org/10.1108/QRFΜ-09-2017-0085
Musse, O., Echchabi, A., & AbdulAziz, H. (2015). Islamic and conventional behavioral finance: A critical review of literature. Journal of King Abdulaziz University: Islamic Economics, 28(2).
Obeng, G. (2020). Behavioural finance: A concept or catalyst explaining distortions in investment decision. European Journal of Business and Management Research, 5(1). https://doi.org/10.24018/ejbmr.2020.5.1.59
Peria, M. S. M., & Schmukler, S. L. (2001). Do depositors punish banks for bad behavior? Market discipline, deposit insurance, and banking crises. The Journal of Finance, 56(3), 1029–1051. https://doi.org/10.1111/0022-1082.00354
Pompian, M. M. (2006). Behavioral finance and wealth management: How to build optimal portfolios that account for investor biases. John Wiley & Sons.
Ranjan, R. (2025). Behavioural finance in banking and management: A study on the trends and challenges in the banking industry. Asian Journal of Economics, Business and Accounting, 25(1), 374–386. https://doi.org/10.9734/ajeba/2025/v25i11657
Risman, A. (2024). The behavioral finance of MSME: Digital finance, managerial biases, financial literacy. Dinasti International Journal of Economics, Finance & Accounting, 5(2), 641–649. https://doi.org/10.38035/dijefa.v5i2
Sattar, M. A., Toseef, M., & Sattar, M. F. (2020). Behavioral finance biases in investment decision making. International Journal of Accounting, Finance and Risk Management, 5(2), 69. https://doi.org/10.11648/j.ijafrm.20200502.11
Shah, S. M. A., Qamar, M. R., Ahmed, S., & Imran, M. (2025). Nepotism and favoritism in HR practices: Implications for organizational politics in Pakistan. Journal of Management & Social Science, 2(1), 177–194.
Shrestha, P. M. (2024). Behavioral factors influencing investment decision of individual investor at Nepalese stock market. Journal of Entrepreneurship & Management Studies, 1(1), 17–26. https://doi.org/10.3126/jems2.v1i1.64044
Sumani, S., Awwaliyah, I. N., Suryaningsih, I. B., & Nurdin, D. (2022). Financial behavior on financial satisfaction and performance of the Indonesian batik industry. Jurnal Aplikasi Manajemen, 20(4), 820–832. https://doi.org/10.21776/ub.jam.2022.020.04.06
Upashi, R., & Kadakol, A. (2023). Impact of behavioral biases on investment decision making: Evidence from the review of literature. Abhigyan, 41(1), 35–49. https://doi.org/10.56401/abhigyan_41.1.2023.35-49
Van Hoose, D. (2007). Theories of bank behavior and the credit crunch. Journal of Banking & Finance, 31, 3680–3697.
Zheng, C., Meer, S., Nadeem, A., & Parveen, S. (2023). Determinants of profitability and risk-taking in Pakistani commercial banks: Dynamic GMM approach. Pakistan Business Review, 25(3), 214–229. https://doi.org/10.22555/pbr.v25i3.973
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