What type of study is this?

This is a Multiple Linear Regression study (also classified as: Dynamic Systems Modeling).

Macroeconomic and Price of Oil and Gold on Liabilities of Hajj Fund Management Agency

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This analysis reveals how macroeconomic variables affect hajj funds, suggesting the need for better investment strategies.

Hajj fund sustainability will face a deficit by 2030 under current conditions, highlighting the urgency of intervention.
Multiple linear regression results indicate GDP growth and exchange rates positively influence hajj fund assets, while inflation impacts negatively.
Dynamic system modeling predicts assets could reach IDR 569 trillion by 2050 with optimized returns and reduced subsidies.
BPKH should enhance investment returns, while government subsidy policies require reassessment to ensure long-term fund stability.

Sulistyowati et al. (2025) studied this question.

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