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Risk Averseness and Emotional Stability in e-Commerce

Open Access
|Dec 2021

Abstract

The study aims to examine the issue of the relationship between Emotional stability, one of the fundamental personality determinants, and users’ Risk Averseness, on the one hand, and user behavior in the field of e-Commerce, on the other hand. In the beginning, a brief overview of today’s primary benchmark for the measurement of human personality – the Big Five Model is proposed. A study with 226 participants has been conducted for the aim of the research, based on the TIPI test. The TIPI test is a validated and abridged version of the Five-Factor model. The result of the conducted survey confirms the existence of significant relationships between personality determinant Emotional stability and consumer’s Risk awareness, on one side, and some of the observed main functionalities of the online stores, on the other side. Two regression models of the field of Machine Learning (Linear Regression and Random Forest) have been implemented to make a reliable forecast about the user’s preferences in the process of online shopping. The conclusions made rely on the obtained results and analysis.

DOI: https://doi.org/10.2478/cait-2021-0030 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 73 - 84
Submitted on: Feb 12, 2021
Accepted on: May 14, 2021
Published on: Dec 7, 2021
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 times per year

© 2021 Ivan Popchev, Rumen Ketipov, Vera Angelova, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.