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Indian Journal of Finance

ISSN: 0973-8711 Frequency: Monthly Peer Review: Double-blind Published since: 2007 Language: English
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Original Article

Open Access Original Article

Do Personality and Demographic Variances of Individual Investors Challenge the Assumption of Rationality? A Two-Staged Regression Modeling-Artificial Neural Network Approach

Arfat Manzoor1,  Andleebah Jan2,  Mohammad Shafi3

1 Ph.D. Research Scholar, University of Kashmir, Srinagar - 190 006, Jammu & Kashmir

2 Ph.D. Research Scholar, University of Kashmir, Srinagar - 190 006, Jammu & Kashmir

3 Professor, Islamic University of Science and Technology, Awantipora, Pulwama - 192 122, Jammu & Kashmir

Volume 17
Issue 10
Pages 64–78
Year 2023
Received: Sept. 30, 2022 Accepted: July 25, 2023 Published: Sept. 29, 2023
Abstract

Purpose: The present study aimed to determine the influence of personality traits and demographic characteristics on the investment behavior of individual investors in North India.Design/Methodology/Approach: The current study adopted a survey method and purposive sampling technique to collect the data from 315 respondents using Google Forms. For analysis, a two-stage analysis approach was adopted. In the first stage, regression analysis was used for hypotheses testing, and in the second stage, an artificial neural network (ANN) approach was adopted to validate the regression results.

Findings: The impact of the neurotic trait was found to be significantly positive on short-term investment decisions and significantly negative on long-term investment decisions. Conscientiousness was found to be a positive and significant predictor of long-term investment decisions and an insignificant predictor of short-term investment decisions. Among demographical variables, education was the only variable that positively and significantly impacted short-term investment decisions. In determining the long-term investment decisions, the role of all four demographic variables was found to be insignificant.Practical

Implications: This study found its relevance among retail investors as this study would assist them in knowing their personality type before making investment decisions.Originality/

Value: Determining the investment behavior of Indian retail investors by debating their personality traits and demographic variances made this study novel. The other feature that adds originality and novelty to this study is the use of a non-linear approach (ANN) along with a linear approach (regression) to predict the significance of the determining factors.

Keywords neuroticism conscientiousness demography investment decisions regression ANN
How to Cite

Arfat Manzoor, Andleebah Jan, Mohammad Shafi (2023). 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

References
  1. Ahmad, M. (2021). Does underconfidence 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
  2. Ajzen, I. (2002). Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior. Journal of Applied Social Psychology, 32(4), 665–683. https://doi.org/10.1111/j.1559-1816.2002.tb00236.x
  3. Akhtar, F., & Das, N. (2020). Investor personality and investment performance: From the perspective of psychological traits. Qualitative Research in Financial Markets, 12(3), 333–352. https://doi.org/10.1108/QRFM-11-2018-0116
  4. Allport, G. W., & Odbert, H. S. (1936). Trait-names: A psycho-lexical study. Psychological Monographs, 47(1), i–171. https://doi.org/10.1037/h0093360
  5. Alwosheel, A., van Cranenburgh, S., & Chorus, C. G. (2018). Is your dataset big enough? Sample size requirements when using artificial neural networks for discrete choice analysis. Journal of Choice Modelling, 28, 167–182. https://doi.org/10.1016/j.jocm.2018.07.002
  6. Aprayuda, R., Misra, F., & Kartika, R. (2021). Does the order of information affect investors' investment decisions? Experimental investigation. Journal of Accounting and Investment, 22(1), 150–172. https://doi.org/10.18196/jai.v22i1.9965
  7. Aren, S., & Aydemir, S. D. (2015). The factors influencing given investment choices of individuals. Procedia - Social and Behavioral Sciences, 210, 126–135. https://doi.org/10.1016/j.sbspro.2015.11.351
  8. Athira, K., & Kakkakunnan, M. K. (2020). Impact of demographic traits and personality traits of investors on their risk-bearing capacity: A study with special reference to investors of Kerala. Indian Journal of Finance and Banking, 4(2), 64–78. https://doi.org/10.46281/ijfb.v4i2.737
  9. Brown, S., & Taylor, K. (2014). Household finances and the 'Big Five' personality traits. Journal of Economic Psychology, 45, 197–212. https://doi.org/10.1016/j.joep.2014.10.006
  10. Costa Jr, P. T., & McCrae, R. R. (1992). Four ways five factors are basic. Personality and Individual Differences, 13(6), 653-665. https://doi.org/10.1016/0191-8869(92)90236-I
  11. Choudhary, S., Yadav, M., & Srivastava, A. P. (2021). Cognitive biases among millennial Indian investors: Do personality and demographic factors matter? FIIB Business Review. https://doi.org/10.1177/23197145211057343
  12. Crysel, L. C., Crosier, B. S., & Webster, G. D. (2013). The dark triad and risk behavior. Personality and Individual Differences, 54(1), 35–40. https://doi.org/10.1016/j.paid.2012.07.029
  13. 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
  14. Ferreira-Schenk, S., Dickason-Koekemoer, Z., & Shah, N. H. (2021). Factors influencing individuals' short-term investment intentions. International Journal of Economics and Financial Issues, 11(4), 73–81. https://doi.org/10.32479/ijefi.11449
  15. Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2–24. https://doi.org/10.1108/EBR-11-2018-0203
  16. Idrissi, T. E., Idri, A., & Bakkoury, Z. (2019). Systematic map and review of predictive techniques in diabetes self-management. International Journal of Information Management, 46, 263–277. https://doi.org/10.1016/j.ijinfomgt.2018.09.011
  17. Ishfaq, M., Nazir, M. S., Qamar, M. A. J., & Usman, M. (2020). Cognitive bias and the extraversion personality shaping the behavior of investors. Frontiers in Psychology, 11, 556506. https://doi.org/10.3389/fpsyg.2020.556506
  18. Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36. https://doi.org/10.1007/BF02291575
  19. Kahneman, D., & Tversky, A. (1979). On the interpretation of intuitive probability: A reply to Jonathan Cohen. Cognition, 7(4), 409–411. https://doi.org/10.1016/0010-0277(79)90024-6
  20. Karaca, Y., Moonis, M., Zhang, Y.-D., & Gezgez, C. (2019). Mobile cloud computing based stroke healthcare system. International Journal of Information Management, 45, 250–261. https://doi.org/10.1016/j.ijinfomgt.2018.09.012
  21. Lai, C.-P. (2019). Personality traits and stock investment of individuals. Sustainability, 11(19), 5474. https://doi.org/10.3390/su11195474
  22. Lan, Q., Xiong, Q., He, L., & Ma, C. (2018). Individual investment decision behaviors based on demographic characteristics: Case from China. PLoS One, 13(8), e0201916. https://doi.org/10.1371/journal.pone.0201916
  23. Leong, L.-Y., Hew, T.-S., Ooi, K.-B., & Wei, J. (2020). Predicting mobile wallet resistance: A two-staged structural equation modeling-artificial neural network approach. International Journal of Information Management, 51, 102047. https://doi.org/10.1016/j.ijinfomgt.2019.102047
  24. Lutfi, L. (2010). The relationship between demographic factors and investment decision in Surabaya. Journal of Economics, Business, & Accountancy Ventura, 13(3), 213–224. http://dx.doi.org/10.14414/jebav.v13i3.13
  25. Manzoor, A., Jan, A., Shafi, M., Ashraf Parry, M., & Mir, T. (2023). 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
  26. Maslej, M. M., Oatley, K., & Mar, R. A. (2017). Creating fictional characters: The role of experience, personality, and social processes. Psychology of Aesthetics, Creativity, and the Arts, 11(4), 487–499. https://doi.org/10.1037/aca0000094
  27. Maxfield, S., Shapiro, M., Gupta, V., & Hass, S. (2010). Gender and risk: Women, risk taking and risk aversion. Gender in Management, 25(7), 586–604. https://doi.org/10.1108/17542411011081383
  28. Nandan, T., & Saurabh, K. (2016). Big-five personality traits, financial risk attitude and investment intentions: Study on Generation Y. International Journal of Business Forecasting and Marketing Intelligence, 2(2), 128–150. https://doi.org/10.1504/IJBFMI.2016.078154
  29. Nga, J. K., & Ken Yien, L. (2013). The influence of personality trait and demographics on financial decision making among Generation Y. Young Consumers, 14(3), 230–243. https://doi.org/10.1108/YC-11-2012-00325
  30. Oehler, A., Wendt, S., Wedlich, F., & Horn, M. (2018). Investors' personality influences investment decisions: Experimental evidence on extraversion and neuroticism. Journal of Behavioral Finance, 19(1), 30–48. https://doi.org/10.1080/15427560.2017.1366495
  31. Özmen, O., & Sümer, Z. H. (2011). Predictors of risk-taking behaviors among Turkish adolescents. Personality and Individual Differences, 50(1), 4–9. https://doi.org/10.1016/j.paid.2010.07.015
  32. Pak, O., & Mahmood, M. (2015). Impact of personality on risk tolerance and investment decisions: A study on potential investors of Kazakhstan. International Journal of Commerce and Management, 25(4), 370–384. https://doi.org/10.1108/IJCoMA-01-2013-0002
  33. Patel, J., Modi, A., & Paul, J. (2017). Pro-environmental behavior and socio-demographic factors in an emerging market. Asian Journal of Business Ethics, 6, 189–214. https://doi.org/10.1007/s13520-016-0071-5
  34. Raheja, S., & Dhiman, B. (2017). Influence of personality traits and behavioral biases on investment decision of investors. Asian Journal of Management, 8(3), 819–826. http://dx.doi.org/10.5958/2321-5763.2017.00129.9
  35. Ramesh, S., Senthil Kumar, A., & Sayyed, N. (2019). Impact of personality measures and investors' biases on decision - making skills of women investors in mutual funds. Indian Journal of Finance, 13(4), 7–19. https://doi.org/10.17010/ijf/2019/v13i4/143124
  36. 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
  37. Sadiq, M., & Amna, H. (2019). Impact of personality traits on risk tolerance and investors' decision making. International Journal of Applied Behavioral Economics (IJABE), 8(1), 1–20. https://doi.org/10.4018/IJABE.2019010101
  38. Sadiq, M. N., & Khan, R. A. A. (2019). Impact of personality traits on investment intention: The mediating role of risk behaviour and the moderating role of financial literacy. Journal of Finance & Economics Research, 4(1), 1–18. https://doi.org/10.20547/jfer1904101
  39. Sadi, R., Asl, H. G., Rostami, M. R., Gholipour, A., & Gholipour, F. (2011). Behavioral finance: The explanation of investors' personality and perceptual biases effects on financial decisions. International Journal of Economics and Finance, 3(5), 234–241. https://doi.org/10.5539/ijef.v3n5p234
  40. Senda, D. A., Rahayu, C. W. E., & Rahmawati, C. H. T. (2020). The effect of financial literacy level and demographic factors on investment decision. Media Ekonomi Dan Manajemen, 35(1), 100–111. http://dx.doi.org/10.24856/mem.v35i1.1246
  41. Shobha, T. S., & Chakraborty, S. (2017). Psychological factors contributing to the financial well-being of an individual: A review of empirical literature. Indian Journal of Finance, 11(10), 51–66. https://doi.org/10.17010/ijf/2017/v11i10/118775
  42. Sayankar, V., Sonawane, M., & Joshi, P. M. (2021). A study on impact of demographic factors on overconfidence bias in investment decision process. International Journal of Management (IJM), 12(5), 64–71. https://doi.org/10.34218/IJM.12.5.2021.006
  43. Tan, G.-W. H., Ooi, K.-B., Leong, L.-Y., & Lin, B. (2014). Predicting the drivers of behavioral intention to use mobile learning: A hybrid SEM-Neural Networks approach. Computers in Human Behavior, 36, 198–213. https://doi.org/10.1016/j.chb.2014.03.052
  44. Teo, A.-C., Tan, G. W.-H., Ooi, K.-B., Hew, T.-S., & Yew, K.-T. (2015). The effects of convenience and speed in m-payment. Industrial Management & Data Systems, 115(2), 311–331. https://doi.org/10.1108/IMDS-08-2014-0231
  45. Tversky, A., & Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases: Biases in judgments reveal some heuristics of thinking under uncertainty. Science, 185(4157), 1124–1131. https://doi.org/10.1126/science.185.4157.1124
  46. Virlics, A. (2013). Investment decision making and risk. Procedia Economics and Finance, 6, 169–177. https://doi.org/10.1016/S2212-5671(13)00129-9
  47. Zeb, N., Iqbal, Z., Zeb, A. A., & Khan, M. M. (2020). Impact of personality traits on investment decision with moderating role of financial literacy. Ilkogretim Online - Elementary Education Online, 19(3), 2730–2737. https://doi.org/10.17051/ilkonline.2020.03.735432
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