Advances in Economics, Management and Political Sciences
- The Open Access Proceedings Series for Conferences
Series Vol. 44 , 10 November 2023
* Author to whom correspondence should be addressed.
As a major achievement in the field of Fintech, intelligent investment has gradually become popularized in China due to its low-cost and low-barrier advantages. However, few studies have compared the income gap between robo-advisor and manual decision-making. As a well-known securities company in China, China Securities is at the forefront of the development of intelligent investment and has achieved good results in fund business and intelligent investment business. This study compares fund products managed by China Securities' fund manager with those on the robo-advisor trading platform "Qingting Butler". By comparing its cumulative rate of return during the period and daily yield, calculating the Adjusted R-square, average value, and overall variance, using the unary linear regression analysis method, to explore the gap between manual decision-making and robo-advisor. Based on the comparison between the two major decisions, it will preliminarily explore the development of robo-advisor in the Chinese market and provide a quantitative basis for investors when facing artificial and intelligent investment choices.
robo-advisor, intelligent investment, China securities, fintech
1. Ma C Y. Individuals are more enthusiastic about investing in public funds[N]. Economic Daily, 2022-01-13(007).
2. Lu P, Ren H F, Liu Q, et al. Research on the development process, risk challenges and coping strategies of intelligent investment advisers[J]. Management & Technology of SME, 2022(22):62-64.
3. Xue J, Zhu E, Liu Q, et al. Group recommendation based on financial social network for robo-advisor[J]. IEEE Access, 2018, 6: 54527-54535.
4. Guo L. Regulating investment robo-advisors in China: problems and prospects[J]. European Business Organization Law Review, 2020, 21: 69-99.
5. Wang H, Li S, Ma Y, et al. Does investor sentiment affect fund crashes? Evidence from Chinese open-end funds[J]. The North American Journal of Economics and Finance, 2022, 60: 101662.
6. Zhang L, Pentina I, Fan Y. Who do you choose? Comparing perceptions of human vs robo-advisor in the context of financial services[J]. Journal of Services Marketing, 2021, 35(5): 634-646.
7. Hildebrand C, Bergner A. Conversational robo advisors as surrogates of trust: onboarding experience, firm perception, and consumer financial decision making[J]. Journal of the Academy of Marketing Science, 2021, 49: 659-676.
8. Cen J H, Xu W R, Zhao F, et al. Rating and recommendation of "Internet + Fund" -- be your own financial analyst[J]. Corporate Finance, 2022(12):139-142.
9. Back C, Morana S, Spann M. Do robo-advisors make us better investors?[J]. Available at SSRN 3777387, 2022.
10. Boreiko D, Massarotti F. How risk profiles of investors affect robo-advised portfolios[J]. Frontiers in Artificial Intelligence, 2020, 3: 60.
11. Ringe W G, Ruof C. A regulatory sandbox for robo advice[J]. 2018.
12. Zhang Q, Yue W. Digital Sandbox regulation for smart investment advisers: A computational experimental financial approach [J]. Finance Economy, 2022(06):3-11.
13. Wang B, Chen X L. The supervision path of intelligent investment advisory in China [J]. Journal of Northwestern Polytechnical University(Social Sciences), 2021(02):104-111.
14. Ma J X. The smart investment service is suspended[N]. International Financial News, 2022-07-04(005).
15. Wang S W. Fund investment business rectification speed up[N]. Securities Daily, 2021-12-14(B01).
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. Authors who publish this series agree to the following terms:
1. Authors retain copyright and grant the series right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this series.
2. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the series's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this series.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See Open Access Instruction).