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Understanding financial trends through LPS publications using big data topic modeling: a Shariah and conventional finance perspective

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Analysis demonstrates improving financial stability in Indonesia's banking sector, indicating a need for tailored literacy programs.

Financial stability improved, but gaps remain between Shariah and conventional banking sectors.
Quantitative analysis employed vector autoregression modeling strategies to examine savings data over four years.
Observational study leveraging qualitative insights from LPS publications from 2006 to 2024 to contextualize findings.
Promotes financial education and community collaboration to strengthen regional economic resilience.

Caraka et al. (2025) studied this question.

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