Crowd Dynamics in Online Lending: Unveiling Indicators of Collective Insight

This paper investigates the presence of collective intelligence within online crowdfunding platforms, specifically focusing on lending scenarios. Utilizing data from a major lending platform comprising nearly 10 million loan contributions, the study explores how crowd behavior reveals indicators of collective insight. The findings suggest that opinion diversity and funding speed serve as significant indicators, particularly for assessing risk in projects. The research contributes to understanding crowd dynamics in online financial systems and offers implications for platform design and user behavior.

Authors

Publication Details

Journal
IEEE Access
Published
2025-01-01
DOI
https://doi.org/10.1109/access.2025.3605316
Primary Topic
FinTech, Crowdfunding, Digital Finance
Type
article
Field-Weighted Citation Impact
0.00
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article

Crowd Dynamics in Online Lending: Unveiling Indicators of Collective Insight

Hetvi Desai
IEEE Access
FinTech, Crowdfunding, Digital Finance
article

Crowd Dynamics in Online Lending: Unveiling Indicators of Collective Insight

Hetvi Desai
article en

Abstract

This paper investigates the presence of collective intelligence within online crowdfunding platforms, specifically focusing on lending scenarios. Utilizing data from a major lending platform comprising nearly 10 million loan contributions, the study explores how crowd behavior reveals indicators of collective insight. The findings suggest that opinion diversity and funding speed serve as significant indicators, particularly for assessing risk in projects. The research contributes to understanding crowd dynamics in online financial systems and offers implications for platform design and user behavior.

IEEE AccessVol. 13
Openalex Percentile: Top 61%
FinTech, Crowdfunding, Digital Finance
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Crowd Dynamics in Online Lending: Unveiling Indicators of Collective Insight — Hetvi Desai · IEEE Access (2025) | TGRS Research Map | TGRS