疫情后金融科技的恢复韧性-12页_314kb

报告摘要

Summary of "A Study on Fintech Lending Platforms and Their Resilience Post Pandemic"

The research investigates the resilience of Indian Fintech lending platforms post-COVID-19, focusing on customer satisfaction through sentiment analysis and topic modeling of Google Playstore reviews. Key findings include:

Pandemic Impact: Lending activities declined during lockdowns, but platforms maintained positive customer experiences via online services.
Customer Satisfaction: Overall sentiment is positive, with improvements in turnaround time, mobile app features, and user recommendations. Areas for enhancement include credit assessment and loan charges.
Resilience Indicators: Positive trends in customer experience topics and declining negative sentiments show platform adaptability. Resilience is linked to customer retention and service improvements.
Methodology: Used lexicon-based sentiment analysis (Bing and AFINN lexicons) and LDA topic modeling on reviews from three apps over five years.
Conclusion: Fintech platforms demonstrate resilience but require ongoing efforts to address customer concerns for sustained growth.
Limitations: Data from a limited number of apps and potential language issues; future work could expand datasets to other platforms.

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