An Empirical Study of Factors Influencing the Intention to Use Robo-Advisors

个性化 营销 业务 投资(军事) 变量 抗性(生态学) 实证研究 透明度(行为) 计算机科学 认识论 法学 哲学 机器学习 政治学 政治 生物 计算机安全 生态学
作者
Donghwan Kwon,Pilwon Jeong,Doohee Chung
出处
期刊:Journal of Information & Knowledge Management [World Scientific]
卷期号:21 (03) 被引量:16
标识
DOI:10.1142/s0219649222500393
摘要

Artificial intelligence-based investment services (robo-advisors) are becoming increasingly commercialized. Robo-advisors are expected to expand further due to the enhancement of accessibility to investment for general investors through customized portfolio selection and automated transactions established upon the artificial intelligence-based algorithm. This study comprehensively investigates factors that influence acceptance intention of and resistance to robo-advisors using a combined model of technology acceptance model and innovation resistance model. The model was examined through conducting a choice-based conjoint analysis of 158 users with investment experience and age ranging from 20s to 60s. The independent variables of the research for robo-advisors are transparency, customization, social presence, and user control. The effects of the independent variables on acceptance intention and innovation resistance are analyzed, respectively, through mediator variables of perceived usefulness, perceived complexity, and perceived safety. This study indicates the fundamental factors for the promotion of the domestic robo-advisor market based on the analysis of further advanced overseas robo-advisor markets. The significance of this study derives from providing implications on the direction of development for companies or financial institutions in the sphere of robo-advisors.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
小呀小熊二完成签到,获得积分10
刚刚
Ammr发布了新的文献求助10
刚刚
研友_5Y9775发布了新的文献求助10
刚刚
刚刚
molihuakai应助虚幻的不评采纳,获得10
1秒前
1秒前
王越完成签到,获得积分10
2秒前
无聊的鱼发布了新的文献求助90
2秒前
感动的寒风完成签到,获得积分10
3秒前
Wayne发布了新的文献求助10
3秒前
4秒前
4秒前
shan发布了新的文献求助10
4秒前
ice完成签到,获得积分10
4秒前
顾矜应助lijiaoshou采纳,获得10
4秒前
黄寒梅发布了新的文献求助10
5秒前
天天快乐应助小小采纳,获得10
5秒前
orian完成签到,获得积分20
7秒前
天天快乐应助清旬采纳,获得10
7秒前
CC完成签到,获得积分10
8秒前
molihuakai应助董晏殊采纳,获得10
8秒前
8秒前
8秒前
FashionBoy应助思哒滴采纳,获得10
8秒前
Avalonx应助爱睡觉的鱼采纳,获得20
9秒前
9秒前
9秒前
李健的小迷弟应助dodo采纳,获得10
9秒前
9秒前
Aha完成签到,获得积分10
9秒前
9秒前
10秒前
箜箜完成签到,获得积分20
10秒前
马凯鹏完成签到,获得积分10
10秒前
10秒前
10秒前
zlxxianer完成签到,获得积分20
10秒前
11秒前
连冬萱完成签到,获得积分10
11秒前
笨笨蜻蜓完成签到 ,获得积分10
11秒前
高分求助中
Ideology and Meaning-Making under the Putin Regime 750
Introduction to Industrial/Organizational Psychology 600
Prompt Engineering for Clinicians: Harnessing AI in Everyday Medical Practice 600
Handbook of Luminescence Dating 500
Safety Pharmacology 500
《KNN基无铅压电陶瓷电学性能优化与物理机理研究》 500
Isomerism In Coordination Compounds 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6934732
求助须知:如何正确求助?哪些是违规求助? 8621725
关于积分的说明 18286821
捐赠科研通 6361635
什么是DOI,文献DOI怎么找? 3074999
关于科研通互助平台的介绍 2112288
邀请新用户注册赠送积分活动 2052476