Evaluating the capacity and limitations of generative AI in financial decision making

IF 4.1 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computer Standards & Interfaces Pub Date : 2024-12-13 DOI:10.1016/j.csi.2024.103965
Falak khan , Gabriela Pajtinková Bartáková , Ahmad Almadhor , Amna Qayyum , Kainaat Abeer , Aman Durrani
{"title":"Evaluating the capacity and limitations of generative AI in financial decision making","authors":"Falak khan ,&nbsp;Gabriela Pajtinková Bartáková ,&nbsp;Ahmad Almadhor ,&nbsp;Amna Qayyum ,&nbsp;Kainaat Abeer ,&nbsp;Aman Durrani","doi":"10.1016/j.csi.2024.103965","DOIUrl":null,"url":null,"abstract":"<div><div>Financial services industry has experienced enormous changes, as a result innovations are constantly taking place to cater to new financial needs of individuals, globally. Though innovative and complex financial products present consumers with a variety of investment options, yet at the same time, this variety tends to complicate the decision-making process, when faced with too many options to choose from, especially ones that may be artificial intelligence based and too technologically advanced for consumers to understand, hence consumers find it challenging to reach a decision. The primary concept behind conducting this study is to analyse the phases at which consumers are more vulnerable in the developing countries by walking through their decision-making process of acquiring technologically advanced financial products. This qualitative study is based on 50 interviews and themes are formed using qualitive SQL software. The findings reveal that consumers are quite vulnerable due to the lack of; financial and digital literacy, bank cooperation, trust issues and regulative discrepancies. The study also makes recommendations for the practitioners and the policy makers for a better and sustainable financial inclusion.</div></div>","PeriodicalId":50635,"journal":{"name":"Computer Standards & Interfaces","volume":"93 ","pages":"Article 103965"},"PeriodicalIF":4.1000,"publicationDate":"2024-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Standards & Interfaces","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S092054892400134X","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0

Abstract

Financial services industry has experienced enormous changes, as a result innovations are constantly taking place to cater to new financial needs of individuals, globally. Though innovative and complex financial products present consumers with a variety of investment options, yet at the same time, this variety tends to complicate the decision-making process, when faced with too many options to choose from, especially ones that may be artificial intelligence based and too technologically advanced for consumers to understand, hence consumers find it challenging to reach a decision. The primary concept behind conducting this study is to analyse the phases at which consumers are more vulnerable in the developing countries by walking through their decision-making process of acquiring technologically advanced financial products. This qualitative study is based on 50 interviews and themes are formed using qualitive SQL software. The findings reveal that consumers are quite vulnerable due to the lack of; financial and digital literacy, bank cooperation, trust issues and regulative discrepancies. The study also makes recommendations for the practitioners and the policy makers for a better and sustainable financial inclusion.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
求助全文
约1分钟内获得全文 去求助
来源期刊
Computer Standards & Interfaces
Computer Standards & Interfaces 工程技术-计算机:软件工程
CiteScore
11.90
自引率
16.00%
发文量
67
审稿时长
6 months
期刊介绍: The quality of software, well-defined interfaces (hardware and software), the process of digitalisation, and accepted standards in these fields are essential for building and exploiting complex computing, communication, multimedia and measuring systems. Standards can simplify the design and construction of individual hardware and software components and help to ensure satisfactory interworking. Computer Standards & Interfaces is an international journal dealing specifically with these topics. The journal • Provides information about activities and progress on the definition of computer standards, software quality, interfaces and methods, at national, European and international levels • Publishes critical comments on standards and standards activities • Disseminates user''s experiences and case studies in the application and exploitation of established or emerging standards, interfaces and methods • Offers a forum for discussion on actual projects, standards, interfaces and methods by recognised experts • Stimulates relevant research by providing a specialised refereed medium.
期刊最新文献
Periodic watermarking for copyright protection of large language models in cloud computing security Blockchain-based secure data sharing with overlapping clustering and searchable encryption Blockchain based lightweight authentication scheme for internet of things using lattice encryption algorithm Finetune and Label Reversal: Privacy-preserving unlearning strategies for GAN models in cloud computing Append-only Authenticated Data Sets based on RSA accumulators for transparent log system
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1