The Impact of Artificial Intelligence Dimensions on Investment Decisions among Potential Investors
DOI:
https://doi.org/10.59994/ajbtme.2024.1.68Abstract
This study aimed to identify the impact of using artificial intelligence (AI) on the investment decision-making process among potential investors in Palestine. The study employed a quantitative approach using 195 questionnaires, with data collected through a convenience sample. The data analysis was conducted using the SmartPLS software. The results showed no statistically significant impact between the use of AI in data analysis, portfolio optimization, and sentiment analysis on investment decision-making. Conversely, there was a positive and statistically significant impact of using AI in risk management and market trend forecasting on investment decision-making. This research is original as it empirically explores the factors influencing potential investors' acceptance of AI's role in the investment decision-making process in Palestine. The central role of AI in this field lies in its ability to analyze vast amounts of data quickly and accurately, as well as in market trend forecasting and risk management. These areas have not received sufficient attention in previous literature. This adds valuable insights to the scientific literature and can benefit potential investors by improving investment strategies and reducing risks.
Keywords:
Artificial Intelligence, Investment Decisions, Investment Portfolio, Data Analysis, Market Trend Forecasting, Risk Management, Sentiment AnalysisReferences
Cohen, J. (1988). Statistical Power Analysis for the Behavioral Sciences (2nd ed). New York, USA: Psychology Press.
Gazali, H. M., Jumadi, J., Ramlan, N. R., Abd Rahmat, N., Uzair, S. N. H. M., & Mohid, A. N. (2020). Application of artificial intelligence (ai) in islamic investments. Journal of Islamic Finance, 9(2), 70-78.
Gold, A. H., Malhotra, A., & Segars, A. H. (2001). Knowledge management: An organizational capabilities perspective. Journal of Management Information Systems, 18(1), 185–214. DOI: https://doi.org/10.1080/07421222.2001.11045669
Haddadian, H., Baky Haskuee, M., & Zomorodian, G. (2022). A hybrid artificial intelligence approach to portfolio management. Iranian Journal of Finance, 6(1), 1-27. DOI: https://doi.org/10.30699/ijf.2021.287131.1237
Hair, J. F., Hult, G. T. M., Ringle, C., & Sarstedt, M. (2016). A primer on partial least squares structural equation modeling (PLS-SEM). Thousand Oaks, California: Sage publications.
Hair, J. F., Sarstedt, M., & Ringle, C. M. (2019). Rethinking some of the rethinking of partial least squares. European Journal of Marketing, 53(4), 566–584. DOI: https://doi.org/10.1108/EJM-10-2018-0665
Huang, Z., Che, C., Zheng, H., & Li, C. (2024). Research on Generative Artificial Intelligence for Virtual Financial Robo-Advisor. Academic Journal of Science and Technology, 10(1), 74-80. DOI: https://doi.org/10.54097/30r2kk80
Patil, S., et al. (2021). A study of factors affecting investment decisions in India: The KANO way. ScienceDirect. DOI: https://doi.org/10.1016/j.apmrv.2021.02.004
Pramod, D., & Raman, R. (2022, March). Intention to use artificial intelligence services in financial investment decisions. In 2022 International Conference on Decision Aid Sciences and Applications (DASA) (pp. 560-566). IEEE.
Rajendra, P., Kumari, M., Rani, S., Dogra, N., Boadh, R., Kumar, A., & Dahiya, M. (2022). Impact of artificial intelligence on civilization: Future perspectives. Materials Today: Proceedings, 56, 252-256. DOI: https://doi.org/10.1016/j.matpr.2022.01.113
Rehman, M., Dhiman, D. B., & Cheema, G. S. (2024). Minds and Machines: Impact of Emotional Intelligence on Investment Decisions with Mediating the Role of Artificial Intelligence. International Journal of Engineering, Business and Management, 8(1), 01-10. DOI: https://doi.org/10.22161/ijebm.8.1.1
Ren, J. (2021). Research on financial investment decision based on artificial intelligence algorithm. IEEE Sensors Journal, 21(22), 25190-25197. DOI: https://doi.org/10.1109/JSEN.2021.3104038
Röhm, S., Bick, M., & Boeckle, M. (2022, May). The impact of artificial intelligence on the investment decision process in venture capital firms. In International Conference on Human-Computer Interaction (pp. 420-435). Cham: Springer International Publishing. DOI: https://doi.org/10.1007/978-3-031-05643-7_27
Sanchez, O. (2020). The Role of Artificial Intelligence in Investment Decision Making: A Study of Senior Management Perceptions within Private Equity and Venture Capital Firms.
Santos, G. C., Barboza, F., Veiga, A. C. P., & Gomes, K. (2022). Portfolio optimization using artificial intelligence: a systematic literature review. Exacta. DOI: https://doi.org/10.5585/exactaep.2022.21882
Straub, D. (1989). Validating instruments in MIS research. MIS Quarterly, 13(2), 147–169. DOI: https://doi.org/10.2307/248922