A Comprehensive Review of Prominent Biases and Other Factors Influencing Retail Investors’ Decision-Making

Authors

DOI:

https://doi.org/10.17010/ijf/2025/v19i7/175196

Keywords:

behavioral finance, PRISMA, retail investors, behavioral biases, bibliometric analysis, systematic literature review.
JEL Classification Codes: D91, G40, G41, G53
Publication Chronology: Paper Submission Date : January 15, 2025 ; Paper sent back for Revision : May 12, 2025 ; Paper Acceptance Date : June 5, 2025 ; Paper Published Online : July 15, 2025

Abstract

Purpose : In the modern investment era, the emerging field of behavioral finance seems to have challenged the rational decision-making assumption of finance. The study focused on highlighting and consolidating the biases and other prominent factors that influence the decision-making of retail investors’ investments.

Methodology : A systematic literature review (SLR) followed the PRISMA 2020 guidelines. A total of 134 articles indexed in the SCOPUS database from 2007 to 2025 were retrieved, out of which 47 were systematically reviewed. A bibliometric analysis was employed to explore the subject’s research landscape.

Findings : Through the in-depth analysis, various behavioral biases and other prominent factors that influence the decision-making of retail investors were observed and consolidated. Furthermore, the intellectual research structure identified the underlying themes and collaborative patterns within the behavioral finance domain.

Implications : This research offered insights into behavioral biases and other factors that shape the decision-making of retail investors, enhancing both academic and practical understanding. The role of financial literacy was highlighted, and financial institutions were urged to address hidden biases and promote rational investment decision-making.

Originality : Most studies emphasized behavioral biases. Our study not only shed light on the biases but also identified other factors that affected the decision-making of retail investors.

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Published

2025-07-15

How to Cite

Singh, S., Bharti, I., & Maurya, P. (2025). A Comprehensive Review of Prominent Biases and Other Factors Influencing Retail Investors’ Decision-Making. Indian Journal of Finance, 19(7), 47–74. https://doi.org/10.17010/ijf/2025/v19i7/175196

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References

1) Agarwal, S., & Singh, S. (2024). Biases in capital market instrument investing decisions: A study from India. Australasian Accounting, Business and Finance Journal, 18(3), 307–330. https://doi.org/10.14453/aabfj.v18i3.16

2) Ahmad, M., & Shah, S. Z. (2022). Overconfidence heuristic-driven bias in investment decision-making and performance: Mediating effects of risk perception and moderating effects of financial literacy. Journal of Economic and Administrative Sciences, 38(1), 60–90. https://doi.org/10.1108/JEAS-07-2020-0116

3) Ahmad, M. (2021). Does under confidence matter in short-term and long-term investment decisions? Evidence from an emerging market. Management Decision, 59(3), 692–709. https://doi.org/10.1108/MD-07-2019-0972

4) Ahmed, Z., Noreen, U., Ramakrishnan, S. A., & Abdullah, D. F. (2021). What explains the investment decision-making behaviour? The role of financial literacy and financial risk tolerance. Afro-Asian Journal of Finance and Accounting, 11(1), 1–19. https://doi.org/10.1504/AAJFA.2021.10033830

5) Ahuja, S., & Kumar, B. (2025). An elicitation study to understand the equity investment motivation and decisions among Indian millennials. Qualitative Research in Financial Markets, 17(1), 66–86. https://doi.org/10.1108/qrfm-04-2023-0081

6) Almansour, B. Y., Almansour, A. Y., Elkrghli, S., & Shojaei, S. A. (2025). The investment puzzle: Unveiling behavioral finance, risk perception, and financial literacy. Economics, 13(1), 131–151. https://doi.org/10.2478/eoik-2025-0003

7) Annamalah, S., Raman, M., Marthandan, G., & Logeswaran, A. K. (2019). An empirical study on the determinants of an investor's decision in unit trust investment. Economies, 7(3), 80. https://doi.org/10.3390/economies7030080

8) Annapurna, R., & Basri, S. (2024). Role of emotions in stock investment decisions : A critical review of the literature. Indian Journal of Finance, 18(5), 50–65. https://doi.org/10.17010/ijf/2024/v18i5/173842

9) Areiqat, A. Y., Abu-Rumman, A., Al-Alani, Y. S., & Alhorani, A. (2019). Impact of behavioral finance on stock investment decisions applied study on a sample of investors at Amman Stock Exchange. Academy of Accounting and Financial Studies Journal, 23(2), 1–16. https://www.abacademies.org/articles/Impact-of-Behavioral-Finance-On-Stock-Investment-Decisions-1528-2635-23-2-375.pdf

10) Badola, S., Sahu, A. K., & Adlakha, A. (2024). A systematic review on behavioral biases affecting individual investment decisions. Qualitative Research in Financial Markets, 16(3), 448–476. https://doi.org/10.1108/qrfm-05-2022-0095

11) Banerji, J., Kundu, K., & Alam, P. A. (2022). The impact of behavioral biases on individuals' financial choices under uncertainty: An empirical approach. Business Perspectives and Research, 11(3), 401–424. https://doi.org/10.1177/22785337221098287

12) Bihari, A., Dash, M., Muduli, K., Kumar, A., Mulat-Weldemeskel, E., & Luthra, S. (2025). Does cognitive biased knowledge influence investor decisions? An empirical investigation using machine learning and artificial neural network. VINE Journal of Information and Knowledge Management Systems, 55(2), 445–469. https://doi.org/10.1108/vjikms-08-2022-0253

13) Brenncke, M. (2018). The legal framework for financial advertising: Curbing behavioural exploitation. European Business Organization Law Review, 19(4), 853–882. https://doi.org/10.1007/s40804-018-0111-9

14) Brière, M., & Thomadakis, A. (2024). Digital-Savvy retail investors – How can the financial industry and regulation help them to prosper? European Capital Markets Institute (ECMI). https://www.ecmi.eu/publications/research-reports/digital-savvy-retail-investors-%E2%80%93-how-can-financial-industry-and

15) Bushra, B., Srivastav, S., & Kapoor, S. (2024). Impact of gender, age, and education on investors' behavior: An empirical study of Delhi-NCR. International Journal of Systems Assurance Engineering and Management. https://doi.org/10.1007/s13198-024-02534-1

16) Chishti, M. F., Bashir, R., Mancinelli, T., & Hussain, R. T. (2023). Humanoid psychological sentiments and enigma of investment. Journal of Economic and Administrative Sciences, 39(4), 1260–1276. https://doi.org/10.1108/jeas-05-2021-0100

17) Cosentino, N., Marenzi, G., & Chiesa, M. (2022). The impact of COVID-19 pandemic on scientific research: An upcoming new wave? Journal of General Internal Medicine, 37(10), 2553–2555. https://doi.org/10.1007/s11606-022-07647-6

18) Dangi, M., & Kohli, B. (2018). Role of behavioral biases in investment decisions : A factor analysis. Indian Journal of Finance, 12(3), 43–57. https://doi.org/10.17010/ijf/2018/v12i3/121997

19) Dar, B. I., & Kumar, J. (2023). The behavioural pattern of investment in the financial market: A study of the individual investors. Global Business Review. https://doi.org/10.1177/09721509231192229

20) Diacon, S., & Hasseldine, J. (2007). Framing effects and risk perception: The effect of prior performance presentation format on investment fund choice. Journal of Economic Psychology, 28(1), 31–52. https://doi.org/10.1016/j.joep.2006.01.003

21) Dzung, P. T., Tung, N. X., Van, L. H., & Thanh, N. T. (2021). Experimental evidences for prospect theory in Vietnam. Indian Journal of Finance, 15(5–7), 26–43. https://doi.org/10.17010/ijf/2021/v15i5-7/164491

22) Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486

23) Gupta, N., Rana, R., & Tandon, D. (2025). Financial literacy as a moderator in behavioral biases and investor decisions. Indian Journal of Finance, 19(5), 79–94. https://doi.org/10.17010/ijf/2025/v19i5/175045

24) Gupta, P., & Kohli, B. (2021). Herding behavior in the Indian stock market : An empirical study. Indian Journal of Finance, 15(5–7), 86–99. https://doi.org/10.17010/ijf/2021/v15i5-7/164495

25) Hii, I. S., Li, X., & Zhu, H. (2023). Behavioural biases and investment decisions during COVID-19: An empirical study of Chinese investors. Institutions and Economies, 15(3), 81–103. https://doi.org/10.22452/ijie.vol15no3.4

26) Hossain, T., & Siddiqua, P. (2024). Exploring the influence of behavioral aspects on stock investment decision-making: A study on Bangladeshi individual investors. PSU Research Review, 8(2), 467–483. https://doi.org/10.1108/prr-10-2021-0054

27) Huang, J. Y., Shieh, J. C., & Kao, Y.-C. (2016). Starting points for a new researcher in behavioral finance. International Journal of Managerial Finance, 12(1), 92–103. https://doi.org/10.1108/ijmf-05-2015-0111

28) Imthiyas, Y., Shyamasundar, K., & Ramar, S. S. (2015). A study on behavioral bias of individual investors. International Journal of Economic Review, 12(4), 885–899. https://www.researchgate.net/publication/298640904

29) Jan, N., Jain, V., Li, Z., Sattar, J., & Tongkachok, K. (2022). Post-COVID-19 investor psychology and individual investment decision: A moderating role of information availability. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.846088

30) Joshi, C. S., Badola, S., & Chopra, G. (2022). Behavioural bias: Does it affect an investor's rationality? SCMS Journal of Indian Management, 19(4), 128–142. https://www.proquest.com/docview/2788462373?sourcetype=Scholarly%20Journals

31) Kamath, A. N., Shenoy, S. S., Abhilash, A., & Kumar, S. N. (2023). Impact of personality traits on investment decision-making: Mediating role of investor sentiment in India. Investment Management and Financial Innovations, 20(3), 200–211. https://doi.org/10.21511/imfi.20(3).2023.17

32) Kandpal, V., & Mehrotra, R. (2018). Role of behavioral finance in investment decision – A study of investment behavior in India. International Journal of Management Studies, 5(4(6)), 39–49. https://doi.org/10.18843/ijms/v5i4(6)/06

33) Kartini, K., & Nahda, K. (2021). Behavioral biases on investment decision: A case study in Indonesia. The Journal of Asian Finance, Economics and Business, 8(3), 1231–1240. https://doi.org/10.13106/jafeb.2021.vol8.no3.1231

34) Kawadkar, H. (2024). Navigating the irrational: A review of behavioural finance theory and practice. International Journal of Commerce and Management Studies, 9(1), 29–34. https://www.researchgate.net/publication/379084402

35) Khilar, R. P., & Singh, S. (2019). Influence of behavioural biases on investment decision making in Bhubaneswar region. International Journal of Recent Technology and Engineering, 8(3), 8297–8301. https://doi.org/10.35940/ijrte.c6592.098319

36) Kumar, J., Rani, M., Rani, G., & Rani, V. (2024). All are interesting to invest, I fear of missing out (FOMO): A comparative study among self-employed and salaried investors. Journal of Financial Regulation and Compliance, 32(5), 646–664. https://doi.org/10.1108/jfrc-01-2024-0010

37) Lakshmi, P., Visalakshmi, S., Natarajan, T., & Senthilarasu, B. (2013). Assessing the linkage of behavioural traits and investment decisions using SEM approach. SSRN. https://ssrn.com/abstract=2427998

38) Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009). The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: Explanation and elaboration. PLoS Medicine, 6(7), Article ID e1000100. https://doi.org/10.1371/journal.pmed.1000100

39) Ludhani, K. K., & Kumar, S. (2023). A retrospective overview of Indian Journal of Finance between 2011 and 2022. Indian Journal of Finance, 17(9), 8–24. https://doi.org/10.17010/ijf/2023/v17i9/173181

40) 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 ID 104303. https://doi.org/10.1016/j.actpsy.2024.104303

41) Mandal, C., & Riyat, S. (2024). Role of cognitive biases in understanding financial investment Behavior. Indian Journal of Research in Capital Markets, 11(1), 20–33. https://doi.org/10.17010/ijrcm/2024/v11i1/173824

42) Manzoor, A., Jan, A., & Shafi, M. (2023a). Do personality and demographic variances of individual investors challenge the assumption of rationality? A two-staged regression modeling-artificial neural network approach. Indian Journal of Finance, 17(10), 64–78. https://doi.org/10.17010/ijf/2023/v17i10/168549

43) Manzoor, A., Jan, A., Shafi, M., Parry, M. A., & Mir, T. (2023b). Role of perceived COVID-19 disruption, personality traits and risk perception in determining the investment behavior of retail investors: A hybrid regression-neural network approach. Journal of Economic and Administrative Sciences, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/jeas-01-2023-0026

44) Metawa, N., Hassan, M. K., Metawa, S., & Safa, M. F. (2019). Impact of behavioral factors on investors' financial decisions: Case of the Egyptian stock market. International Journal of Islamic and Middle Eastern Finance and Management, 12(1), 30–55. https://doi.org/10.1108/imefm-12-2017-0333

45) Munir, S., Chishti, M. F., & Bashir, R. (2024). The aspects of behavioral finance with new insights: An analysis of individual investors at Pakistan Stock Exchange (PSX). Journal of Economic and Administrative Sciences, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/jeas-11-2023-0306

46) Nair, P. S., & Shiva, A. (2023). Specifying and validating overconfidence bias among retail investors: A formative index. Managerial Finance, 50(5), 1017–1036. https://doi.org/10.1108/mf-04-2023-0237

47) Nair, P. S., Shiva, A., Yadav, N., & Tandon, P. (2023). Determinants of mobile apps adoption by retail investors for online trading in emerging financial markets. Benchmarking: An International Journal, 30(5), 1623–1648. https://doi.org/10.1108/bij-01-2022-0019

48) Öztürk, O., Kocaman, R., & Kanbach, D. K. (2024). How to design bibliometric research: An overview and a framework proposal. Review of Managerial Science, 18(11), 3333–3361. https://doi.org/10.1007/s11846-024-00738-0

49) Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., McGuinness, L. A.,…Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. International Journal of Surgery, 88, Article ID 105906. https://doi.org/10.1016/j.ijsu.2021.105906

50) Paisarn, W., Chancharat, N., & Chancharat, S. (2021). Factors influencing retail investors' trading behaviour in the Thai stock market. Australasian Accounting, Business and Finance Journal, 15(2), 26–37. https://doi.org/10.14453/aabfj.v15i2.3

51) Parveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020). Exploring market overreaction, investors' sentiments and investment decisions in an emerging stock market. Borsa Istanbul Review, 20(3), 224–235. https://doi.org/10.1016/j.bir.2020.02.002

52) Pathak, D. D., & Thapa, B. S. (2024). Beyond market anomalies: How heuristics and perceived efficiency shape investor behavior in developing markets. Investment Management and Financial Innovations, 21(3), 1–14. https://doi.org/10.21511/imfi.21(3).2024.01

53) Raj, G. (2025). Biases and investment decision: An analysis of demographics using PLS-MGA. International Journal of Accounting & Information Management, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/ijaim-08-2024-0282

54) Raut, R. K., & Das, N. (2015). Behavioral prospects of individual investor decision making process: A review. Indian Journal of Finance, 9(4), 44–55. https://doi.org/10.17010/ijf/2015/v9i4/71457

55) Raut, R. K., Das, N., & Mishra, R. (2018). Behaviour of individual investors in stock market trading: Evidence from India. Global Business Review, 21(3), 818–833. https://doi.org/10.1177/0972150918778915

56) Raynaud, M., Goutaudier, V., Louis, K., Al-Awadhi, S., Dubourg, Q., Truchot, A., Brousse, R., Saleh, N., Giarraputo, A., Debiais, C., Demir, Z., Certain, A., Tacafred, F., Cortes-Garcia, E., Yanes, S., Dagobert, J., Naser, S., Robin, B., Bailly, É.,…Loupy, A. (2021). Impact of the COVID-19 pandemic on publication dynamics and non-COVID-19 research production. BMC Medical Research Methodology, 21(1), Article no. 255. https://doi.org/10.1186/s12874-021-01404-9

57) Sabir, S. A., Mohammad, H. B., & Shahar, H. B. (2019). The role of overconfidence and past investment experience in herding behaviour with a moderating effect of financial literacy: Evidence from Pakistan Stock Exchange. Asian Economic and Financial Review, 9(4), 480–490. https://doi.org/10.18488/journal.aefr.2019.94.480.490

58) Sachdeva, M., & Lehal, R. (2023). The influence of personality traits on investment decision-making: A moderated mediation approach. International Journal of Bank Marketing, 41(4), 810–834. https://doi.org/10.1108/ijbm-07-2022-0313

59) Sathya, N., & Prabhavathi, C. (2024). The influence of social media on investment decision-making: Examining behavioral biases, risk perception, and mediation effects. International Journal of Systems Assurance Engineering and Management, 15(3), 957–963. https://doi.org/10.1007/s13198-023-02182-x

60) Schall, D. L. (2020). More than money? An empirical investigation of socio-psychological drivers of financial citizen participation in the German energy transition. Cogent Economics & Finance, 8(1), Article ID 1777813. https://doi.org/10.1080/23322039.2020.1777813

61) Seth, H., Talwar, S., Bhatia, A., Saxena, A., & Dhir, A. (2020). Consumer resistance and inertia of retail investors: Development of the resistance adoption inertia continuance (RAIC) framework. Journal of Retailing and Consumer Services, 55, Article ID 102071. https://doi.org/10.1016/j.jretconser.2020.102071

62) Sharma, P. C. (2025). Unveiling investment behavior: Through emotional intelligence, social stigma, financial literacy and risk tolerance. International Journal of Social Economics, 52(1), 16–32. https://doi.org/10.1108/ijse-08-2023-0626

63) Siddiqui, T. A., Ali, M. S., Sunayana, Alam, N., & Ranjan, P. (2025). Understanding financial inclusion through social and behavioural lenses. Prabandhan Indian Journal of Management, 18(4), 52–71. https://doi.org/10.17010/pijom/2025/v18i4/174316

64) Singh, H. P., Goyal, N., & Kumar, S. (2016). Behavioural biases in investment decisions: An exploration of the role of gender. Indian Journal of Finance, 10(6), 51–62. https://doi.org/10.17010/ijf/2016/v10i6/94879

65) Singh, S., & Chakraborty, A. (2025). The social ledger: Qualitatively decoding interaction-driven investment decisions among Indian investors and fund managers. Qualitative Research in Financial Markets, 17(4), 830–848. https://doi.org/10.1108/qrfm-08-2023-0190

66) Sood, K., Pathak, P., Jain, J., & Gupta, S. (2025). Gauging investors' investment decisions in the crypto market through the PRISM of behavioral biases: A fuzzy AHP approach. International Journal of Emerging Markets, 20(4), 1465–1486. https://doi.org/10.1108/ijoem-02-2022-0263

67) Stankovic, J. L., & Todorovic, N. (2014). Investors' behavior at capital markets. Actual Problems of the Economics, 154, 409–418.

68) Sunil, N., & Kumar, S. (2025). Financial literacy and fintech : A double-edged sword for millennial investors' behavioral biases. Indian Journal of Finance, 19(3), 44–63. https://doi.org/10.17010/ijf/2025/v19i3/174849

69) Suresh, G., & Loang, O. K. (2024). The rationality conundrum: Exploring herd mentality among individual investors in the Indian stock market. Indian Journal of Finance, 18(6), 26–45. https://doi.org/10.17010/ijf/2024/v18i6/173967

70) Sutyanto, D. N., Achsani, N. A., Sembel, R., & Andati, T. (2022). Investment decisions in emerging market: Demographic analysis of individual investor in Indonesia Stock Exchange. Asian Economic and Financial Review, 12(2), 99–120. https://doi.org/10.18488/5002.v12i2.4415

71) Talwar, S., Talwar, M., Tarjanne, V., & Dhir, A. (2021). Why retail investors traded equity during the pandemic? An application of artificial neural networks to examine behavioral biases. Psychology & Marketing, 38(11), 2142–2163. https://doi.org/10.1002/mar.21550

72) Vu, M. H., Doan, A. N., Dinh, A. X., Trinh, H. M., & Tran, L. P. (2024). The relationship between electronic word-of-mouth information, information adoption, and investment decisions of Vietnamese stock investors. Interdisciplinary Journal of Information Knowledge, and Management, 19, p. 20. https://doi.org/10.28945/5346

73) Wang, D., & Zou, T. (2024). Financial literacy, cognitive bias, and personal investment decisions: A new perspective in behavioral finance. Environment and Social Psychology, 9(11). https://doi.org/10.59429/esp.v9i11.3050

74) Yasmin, F., & Ferdaous, J. (2023). Behavioral biases affecting investment decisions of capital market investors in Bangladesh: A behavioral finance approach. Investment Management and Financial Innovations, 20(2), 149–159. https://doi.org/10.21511/imfi.20(2).2023.13