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The Promises and Pitfalls of Robo-Advising

Citations

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Cited by:

  1. Babak Naysary & Ruth Tacneng & Amine Tarazi, 2021. "Adoption of fintech services: role of saving and borrowing mechanisms," Working Papers hal-03335254, HAL.
  2. Nourallah, Mustafa, 2023. "One size does not fit all: Young retail investors’ initial trust in financial robo-advisors," Journal of Business Research, Elsevier, vol. 156(C).
  3. Brunner, Fabian & Gamm, Fabian & Mill, Wladislaw, 2023. "MyPortfolio: The IKEA effect in financial investment decisions," Journal of Banking & Finance, Elsevier, vol. 154(C).
  4. Back, Camila & Morana, Stefan & Spann, Martin, 2023. "When do robo-advisors make us better investors? The impact of social design elements on investor behavior," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
  5. Nobuyuki Hanaki & Bolin Mao & Tiffany Tsz Kwan Tse & Wenxin Zhou, 2024. "Valuing Algorithms Over Experts: Evidence from a Stock Price Forecasting Experiment," ISER Discussion Paper 1268, Institute of Social and Economic Research, Osaka University.
  6. Berrin Arzu Eren, 2024. "Antecedents of robo-advisor use intention in private pension investments: an emerging market country example," Journal of Financial Services Marketing, Palgrave Macmillan, vol. 29(3), pages 683-698, September.
  7. Jang Ho Kim & Yongjae Lee & Woo Chang Kim & Frank J. Fabozzi, 2022. "Goal-based investing based on multi-stage robust portfolio optimization," Annals of Operations Research, Springer, vol. 313(2), pages 1141-1158, June.
  8. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
  9. Giorgia Barboni, 2024. "Innovations in the repayment structure of microcredit contracts," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 40(1), pages 129-138.
  10. Brenner, Lukas & Meyll, Tobias, 2020. "Robo-advisors: A substitute for human financial advice?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 25(C).
  11. Zhang, Junsheng & Peng, Zezhi & Zeng, Yamin & Yang, Haisheng, 2023. "Do big data mutual funds outperform?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 88(C).
  12. Vesa Pursiainen & Jan Toczynski, 2023. "Retail Investors’ Cryptocurrency Investments," Swiss Finance Institute Research Paper Series 23-51, Swiss Finance Institute.
  13. Seiler, Volker & Fanenbruck, Katharina Maria, 2021. "Acceptance of digital investment solutions: The case of robo advisory in Germany," Research in International Business and Finance, Elsevier, vol. 58(C).
  14. Jing Jian Xiao & Chunsheng Tao, 2020. "Consumer finance/household finance: the definition and scope," China Finance Review International, Emerald Group Publishing Limited, vol. 11(1), pages 1-25, June.
  15. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
  16. Francesco D'Acunto & Alberto G. Rossi, 2020. "Robo-Advising," CESifo Working Paper Series 8225, CESifo.
  17. D'Acunto, Francesco & Xie, Jin & Yao, Jiaquan, 2022. "Trust and contracts: Empirical evidence," LawFin Working Paper Series 32, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).
  18. Cardillo, Giovanni & Chiappini, Helen, 2024. "Robo-advisors: A systematic literature review," Finance Research Letters, Elsevier, vol. 62(PA).
  19. Alexey A. Upravitelev, 2022. "Bounded Rationality of Decision-Making by Online Microfinance Organizations´ Consumers," Finansovyj žhurnal — Financial Journal, Financial Research Institute, Moscow 125375, Russia, issue 4, pages 134-147, August.
  20. Said Kaawach & Oskar Kowalewski & Oleksandr Talavera, 2023. "Automatic vs Manual Investing: Role of Past Performance," Discussion Papers 23-04, Department of Economics, University of Birmingham.
  21. Catherine D'Hondt & Rudy De Winne & Eric Ghysels & Steve Raymond, 2019. "Artificial Intelligence Alter Egos: Who benefits from Robo-investing?," Papers 1907.03370, arXiv.org.
  22. Béatrice BOULU-RESHEF & Alexis DIRER & Nicole VON WILCZUR, 2022. "Algorithmic vs. Human Portfolio Choice," LEO Working Papers / DR LEO 2966, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
  23. Balter, Anne G. & Schweizer, Nikolaus, 2024. "Robust decisions for heterogeneous agents via certainty equivalents," European Journal of Operational Research, Elsevier, vol. 317(1), pages 171-184.
  24. Raquel M. Gaspar & Madalena Oliveira, 2024. "Robo Advising and Investor Profiling," FinTech, MDPI, vol. 3(1), pages 1-14, February.
  25. Lambrecht, Marco & Oechssler, Jörg & Weidenholzer, Simon, 2023. "On the benefits of robo-advice in financial markets," Working Papers 0734, University of Heidelberg, Department of Economics.
  26. Blaschke, Justus & Kriebel, Johannes, 2021. "Robo Advisory Customer Groups: Who Requires Advice?," Die Unternehmung - Swiss Journal of Business Research and Practice, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 75(3), pages 397-410.
  27. Francesco D’Acunto & Thomas Rauter & Christoph K. Scheuch & Michael Weber, 2020. "Perceived Precautionary Savings Motives: Evidence from FinTech," NBER Working Papers 26817, National Bureau of Economic Research, Inc.
  28. Filiz, Ibrahim & Judek, Jan René & Lorenz, Marco & Spiwoks, Markus, 2021. "Reducing algorithm aversion through experience," Journal of Behavioral and Experimental Finance, Elsevier, vol. 31(C).
  29. Christine Laudenbach & Michael Ungeheuer & Martin Weber, 2023. "How to Alleviate Correlation Neglect in Investment Decisions," Management Science, INFORMS, vol. 69(6), pages 3400-3414, June.
  30. Xie, Xueyan & Zhu, Xiaoyang, 2022. "FinTech and capital allocation efficiency: Another equity-efficiency dilemma?," Global Finance Journal, Elsevier, vol. 53(C).
  31. Buss, Adrian & Vilkov, Grigory & Uppal, Raman, 2020. "Investor Sophistication and Portfolio Dynamics," CEPR Discussion Papers 15116, C.E.P.R. Discussion Papers.
  32. Valentina Michelangeli & Eliana Viviano, 2024. "Can Internet Banking Affect Households' Participation in Financial Markets and Financial Awareness?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(4), pages 705-739, June.
  33. Zheng, Hao & Mao, Mike Qinghao, 2024. "Fintech mergers and acquisitions," Journal of International Money and Finance, Elsevier, vol. 143(C).
  34. D’Acunto, Francesco & Rossi, Alberto G. & Weber, Michael, 2024. "Crowdsourcing peer information to change spending behavior," Journal of Financial Economics, Elsevier, vol. 157(C).
  35. Christoph Keding, 2021. "Understanding the interplay of artificial intelligence and strategic management: four decades of research in review," Management Review Quarterly, Springer, vol. 71(1), pages 91-134, February.
  36. Liu, Shasha & Zhao, Huixian & Kong, Gaowen, 2023. "Enterprise digital transformation, breadth of ownership and stock price volatility," International Review of Financial Analysis, Elsevier, vol. 89(C).
  37. Lan Di & George X. Yuan & Tu Zeng, 2021. "The consensus equilibria of mining gap games related to the stability of Blockchain Ecosystems," The European Journal of Finance, Taylor & Francis Journals, vol. 27(4-5), pages 419-440, March.
  38. Alkinoos Psarras & Theodoros Anagnostopoulos & Ioannis Salmon & Yannis Psaromiligkos & Lazaros Vryzidis, 2022. "A Change Management Approach with the Support of the Balanced Scorecard and the Utilization of Artificial Neural Networks," Administrative Sciences, MDPI, vol. 12(2), pages 1-15, May.
  39. Hao, Jing & Peng, Mengzu & He, Wenjia, 2023. "Digital finance development and bank liquidity creation," International Review of Financial Analysis, Elsevier, vol. 90(C).
  40. Sumit Agarwal & Pulak Ghosh & Tianyue Ruan & Yunqi Zhang, 2024. "Transient Customer Response to Data Breaches of Their Information," Management Science, INFORMS, vol. 70(6), pages 4105-4114, June.
  41. Rossi, Alberto G. & Utkus, Stephen, 2024. "The diversification and welfare effects of robo-advising," Journal of Financial Economics, Elsevier, vol. 157(C).
  42. Felix Holzmeister & Martin Holmén & Michael Kirchler & Matthias Stefan & Erik Wengström, 2023. "Delegation Decisions in Finance," Management Science, INFORMS, vol. 69(8), pages 4828-4844, August.
  43. Mike K. P. So, 2021. "Robo-Advising Risk Profiling through Content Analysis for Sustainable Development in the Hong Kong Financial Market," Sustainability, MDPI, vol. 13(3), pages 1-15, January.
  44. Li, Jianwen & Zhang, Bo & Jiang, Mingming & Hu, Jinyan, 2023. "Homophilous intensity in the online lending market: Bidding behavior and economic effects," Journal of Banking & Finance, Elsevier, vol. 152(C).
  45. Claire Yurong Hong & Xiaomeng Lu & Jun Pan, 2019. "FinTech Platforms and Mutual Fund Distribution," NBER Working Papers 26576, National Bureau of Economic Research, Inc.
  46. Charoenwong, Ben & Kowaleski, Zachary T. & Kwan, Alan & Sutherland, Andrew G., 2024. "RegTech: Technology-driven compliance and its effects on profitability, operations, and market structure," Journal of Financial Economics, Elsevier, vol. 154(C).
  47. William J. Bazley & Henrik Cronqvist & Milica Mormann, 2021. "Visual Finance: The Pervasive Effects of Red on Investor Behavior," Management Science, INFORMS, vol. 67(9), pages 5616-5641, September.
  48. Chen, Rui & Ren, Jinjuan, 2022. "Do AI-powered mutual funds perform better?," Finance Research Letters, Elsevier, vol. 47(PA).
  49. Alexia Gaudeul & Caterina Giannetti, 2021. "Fostering the adoption of robo-advisors: A 3-weeks online stock-trading experiment," Discussion Papers 2021/275, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  50. Holzmeister, Felix & Holmén, Martin & Kirchler, Michael & Stefan, Matthias & Wengström, Erik, 2019. "Delegated Decision-Making in Finance," OSF Preprints 3umdf, Center for Open Science.
  51. Thakor, Anjan V., 2020. "Fintech and banking: What do we know?," Journal of Financial Intermediation, Elsevier, vol. 41(C).
  52. Ruyi Ge & Zhiqiang (Eric) Zheng & Xuan Tian & Li Liao, 2021. "Human–Robot Interaction: When Investors Adjust the Usage of Robo-Advisors in Peer-to-Peer Lending," Information Systems Research, INFORMS, vol. 32(3), pages 774-785, September.
  53. D'Acunto, Francesco & Ghosh, Pulak & Jain, Rajiv & Rossi, Alberto G., 2022. "How costly are cultural biases?," LawFin Working Paper Series 34, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).
  54. David M. Harrison & Michael J. Seiler & Liuming Yang, 2024. "The Impact of iBuyers on Housing Market Dynamics," The Journal of Real Estate Finance and Economics, Springer, vol. 68(3), pages 425-461, April.
  55. Brunen, Ann-Christine & Laubach, Oliver, 2022. "Do sustainable consumers prefer socially responsible investments? A study among the users of robo advisors," Journal of Banking & Finance, Elsevier, vol. 136(C).
  56. Akihiko Ikeda & Hiroshi Osano, 2020. "Information Investment Regulation and Portfolio Delegation," KIER Working Papers 1032, Kyoto University, Institute of Economic Research.
  57. Luis Oberrauch & Tim Kaiser, 2024. "Financial Education or Incentivizing Learning-by-Doing? Evidence from an RCT with Undergraduate Students," CESifo Working Paper Series 11187, CESifo.
  58. Xia Han & Liyuan Lin & Ruodu Wang, 2022. "Diversification quotients: Quantifying diversification via risk measures," Papers 2206.13679, arXiv.org, revised Jul 2024.
  59. Hu, Debao & Guo, Fang & Shang, Jianing & Zhang, Xinyue, 2024. "Does digital finance increase household risk-taking? Evidence from China," International Review of Economics & Finance, Elsevier, vol. 93(PA), pages 1197-1210.
  60. Haoyang Cao & Zhengqi Wu & Renyuan Xu, 2024. "Inference of Utilities and Time Preference in Sequential Decision-Making," Papers 2405.15975, arXiv.org, revised Jun 2024.
  61. D’Hondt, Catherine & De Winne, Rudy & Ghysels, Eric & Raymond, Steve, 2020. "Artificial Intelligence Alter Egos: Who might benefit from robo-investing?," Journal of Empirical Finance, Elsevier, vol. 59(C), pages 278-299.
  62. Peng, Hongfeng & Ji, Jiao & Sun, Hanwen & Xu, Haofeng, 2023. "Legal enforcement and fintech credit: International evidence," Journal of Empirical Finance, Elsevier, vol. 72(C), pages 214-231.
  63. Laudenbach, Christine & Siegel, Stephan, 2024. "Personal communication in an automated world: Evidence from loan repayments," SAFE Working Paper Series 428, Leibniz Institute for Financial Research SAFE.
  64. Isaia, Eleonora & Oggero, Noemi, 2022. "The potential use of robo-advisors among the young generation: Evidence from Italy," Finance Research Letters, Elsevier, vol. 48(C).
  65. Anne G. Balter & Nikolaus Schweizer, 2021. "Robust Decisions for Heterogeneous Agents via Certainty Equivalents," Papers 2106.13059, arXiv.org.
  66. Bianchi, Milo & Brière, Marie, 2021. "Human-Robot Interactions in Investment Decisions," TSE Working Papers 21-1251, Toulouse School of Economics (TSE), revised Mar 2024.
  67. Li, Emma & Mao, Mike Qinghao & Zhang, Hong Feng & Zheng, Hao, 2023. "Banks’ investments in fintech ventures," Journal of Banking & Finance, Elsevier, vol. 149(C).
  68. Niszczota, Paweł & Abbas, Sami, 2023. "GPT has become financially literate: Insights from financial literacy tests of GPT and a preliminary test of how people use it as a source of advice," Finance Research Letters, Elsevier, vol. 58(PA).
  69. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
  70. Cookson, J. Anthony & Niessner, Marina & Schiller, Christoph M., 2022. "Can Social Media Inform Corporate Decisions? Evidence from Merger Withdrawals," SocArXiv 56yrj, Center for Open Science.
  71. Boot, Arnoud & Hoffmann, Peter & Laeven, Luc & Ratnovski, Lev, 2021. "Fintech: what’s old, what’s new?," Journal of Financial Stability, Elsevier, vol. 53(C).
  72. Keffert, Henk, 2024. "Robo-advising: Optimal investment with mismeasured and unstable risk preferences," European Journal of Operational Research, Elsevier, vol. 315(1), pages 378-392.
  73. Angelo D'Andrea & Nicola Limodio, 2019. "High-Speed Internet, Financial Technology and Banking in Africa," BAFFI CAREFIN Working Papers 19124, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
  74. Humoud Alsabah & Agostino Capponi & Octavio Ruiz Lacedelli & Matt Stern, 2019. "Robo-advising: Learning Investors' Risk Preferences via Portfolio Choices," Papers 1911.02067, arXiv.org, revised Nov 2019.
  75. Yang, Tong & Zhang, Xun, 2022. "FinTech adoption and financial inclusion: Evidence from household consumption in China," Journal of Banking & Finance, Elsevier, vol. 145(C).
  76. Litterscheidt, Rouven & Streich, David J., 2020. "Financial education and digital asset management: What's in the black box?," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 87(C).
  77. Claudio Daminato & Massimo Filippini & Fabio Haufler, 2024. "Digitalization and Retirement Contribution Behavior: Evidence from Administrative Data," The Review of Financial Studies, Society for Financial Studies, vol. 37(8), pages 2510-2549.
  78. (Meni) Abudy, Menachem & Gildin, Ilan & Mugerman, Yevgeny, 2022. "Do computerized traders follow social norms? Evidence from the holocaust remembrance moment of silence," Finance Research Letters, Elsevier, vol. 48(C).
  79. Oehler, Andreas & Horn, Matthias, 2024. "Does ChatGPT provide better advice than robo-advisors?," Finance Research Letters, Elsevier, vol. 60(C).
  80. Thomas J. Chemmanur & Michael B. Imerman & Harshit Rajaiya & Qianqian Yu, 2020. "Recent Developments In The Fintech Industry," Journal of Financial Management, Markets and Institutions (JFMMI), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-31, June.
  81. Bu, Di & Hanspal, Tobin & Liao, Yin & Liu, Yong, 2020. "Financial literacy and self-control in FinTech: Evidence from a field experiment on online consumer borrowing," SAFE Working Paper Series 273, Leibniz Institute for Financial Research SAFE.
  82. Alexia GAUDEUL & Caterina GIANNETTI, 2023. "Trade-offs in the design of financial algorithms," Discussion Papers 2023/288, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
  83. Francesco D'Acunto & Jin Xie & Jiaquan Yao, 2020. "Trust and Contracts: Empirical Evidence," CESifo Working Paper Series 8714, CESifo.
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