Crossref DOIMemberCiteFactoropen accessissn
SJIF Impact Factor 8.659 | ISSN: 2582-3930
IJSREM Logo

International Journal of Scientific Research in Engineering and Management

(Gateway to Global Scholars - An International, Scholarly, Multi-Disciplinary, Open Access Journal)

Peer-Reviewed Journal Designed to Meet UGC's Quality Parameters

HomeCurrent IssuePast IssuesPay OnlineConferencesEditorial BoardAbout UsContact Us
IJSREM

Loading article...

Follow Us

  • Google Scholar
  • ResearchGate
  • Academia.edu
  • Mendeley
  • LinkedIn
  • Facebook
  • Instagram

Journal Policies

  • Peer Review Policy
  • Publication Ethics
  • Copyright Infringement
  • Refund & Cancellation Policy
  • Terms and Conditions
  • Privacy Policy

Journal Identifiers & Licenses

  • ISSN Verified: 2582-3930ISSN Verified: 2582-3930
  • Crossref DOI: 10.55041Crossref DOI: 10.55041
  • SJIF Ranking: 08.659SJIF Ranking: 08.659
  • Licensed under CC BY 4.0Licensed under CC BY 4.0
  • ISO Certification: 9001:2015ISO Certification: 9001:2015
  • Indexed & Cited In: Google ScholarIndexed & Cited In: Google Scholar

Contact Us

International Journal of Scientific Research in Engineering and Management (IJSREM)

#62/1, New No 7, 1st Cross, 2nd Main, Ganganagar, R T Nagar, Bangalore North, Bangalore, Karnataka, India – 560032
[email protected]+91 93911 67991
logos
logos
Working Hours

Mon – Sat: 9:00 AM – 6:00 PM

Sunday: 10:00 AM – 4:00 PM

+91 93911 67991

© 2026 IJSREM – International Journal of Scientific Research in Engineering and Management. This is an open-access journal. Articles are published under the Creative Commons Attribution (CC BY 4.0) License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

DisclaimerPrivacy PolicyTerms and Conditions
ArticlePeer ReviewedOpen AccessPlagiarism Passed
Paper ID:IJSREM52599

A Study on Awareness About the Predictive Analysis in Behavioural Finance Among Investors

Stream/Area:

-

Subject:

-

Paper ID:

IJSREM52599

Volume:

9 |

9 |

Sep 2025

Pages:

Publication Frequency:

Monthly (12 issues per year)

DOI
Digital Object Identifier
10.55041/IJSREM52599

License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

Share this article:

Authors

MRM

Ms. Rupali Modak

DPB

Dr. Porinita Banerjee

DPS

Dr. Purvi Shah

MHP

Mr. Harshal Patil

Author Services & Downloads

Full Articles

Abstract

The present research embarks on ascertaining the awareness of the predictive analysis tool in behavioral finance among investors in Pune. The research that is to form the basis of this paper shall be conducted between June-August 2024. A sample size of 400 participants, aged between 18-60 years of age, through a simple random sampling technique, represents every group without bias. The central purpose of the study is to evaluate the level of awareness of the Predictive Analysis Tools among Investors and the ways such tools can assist investors in making informed decisions about investment decisions and strategies toward its risk management. In nature, the study will be quantitative; thus, structured questionnaires containing questions about various factors like awareness, usage, source of knowledge, perceived importance, and confidence in predictive analysis tools will be used. It also covers the effect of such tools on investment decisions and practices of risk management. Chi-square tests of independence were performed in the data analysis to establish how highly associated awareness with and use of predictive tools is, and t-tests showed the nature of its impact on investment decision-making and risk management strategies. The findings also reveal a good level of awareness among investors about the predictive analysis tool, as a significant number of participants recognized the importance and admitted feeling confident in using the above-mentioned predictive analysis tool. In the current study, it has also been shown that due to the predictive analytics tool, there is a positive impact on investment decision-making and control of financial risk, because through their help, improvement in the precision of decision-making along with controlling the financial risk was achieved. However, limitations might indicate possible sampling bias and the inability to generalize findings outside the demographic and geographical context. This implication goes to investors, financial advisors, and policymakers. Increased investor education about the tools will help enhance the decision-making process and, hence, promote more use of the tools in order to hedge against risks. Financial advisors are likely to use this to make a better argument before the clients, while policymakers may take this into consideration in designing investor education programs and financial regulations. Future studies could look at the long-term impact of the predictive analysis tools under different market conditions and models.

KEYWORDS

predictive analysis behavioral finance investment decision-making risk management investor awareness quantitative research.

Cite This Article

Ms. Rupali Modak, Dr. Porinita Banerjee, Dr. Purvi Shah, Mr. Harshal Patil, "A Study on Awareness About the Predictive Analysis in Behavioural Finance Among Investors," International Journal of Scientific Research in Engineering and Management, vol. 9, no. 9, Sep 2025. https://doi.org/10.55041/IJSREM52599

Full Article/Conclusion

References

Editorial & Review Transparency

Publication Date

9/13/2025

Peer Review Type

Double-Blind Peer Review

Review Rounds: 2

Documents

Review Report (Confidential)
Copyright Form (Office)

Article Metrics & Impact

Article Views

1

Total views since publication

PDF Downloads

5

Total downloads since publication

Geographic Reach

5

Indexing, Archiving & Preservation

Google Scholar
Academia
ResearchGate
Crossref
SSRN
Semantic Scholar
Thomson Reuters
WorldCat
Mendeley
OpenAlex
EBSCO
Zenodo

Digital Preservation: This article is permanently archived on Zenodo and complies with all data preservation standards across major indexing platforms.

Ethics, Compliance & Transparency

Plagiarism Screening

This manuscript has been checked for plagiarism using TurnitinPlagiarismChecker software.

Conflict of Interest

The authors declare no conflict of interest related to this research work.

Funding Information

No funding information available for this research.

Similar & Recommended Articles

Similar Articles by Topic

Related research in the same subject area

Loading similar articles...