BISNIS & BIROKRASI: Jurnal Ilmu Administrasi dan Organisasi
Vol. 33, No. 3

Dynamic Forecasting of Sovereign Wealth Fund Effects on State-Owned Firm Stocks Using Hybrid ARIMA–GARCH Models

Nasution, Ananta Hagabean (Unknown)
Wicaksono, Teguh Yudo (Unknown)
Syah, Donny Oktavian (Unknown)
Nugroho, Randhy (Unknown)



Article Info

Publish Date
30 Sep 2026

Abstract

This study examines the forecasting dynamics of Indonesia's Sovereign Wealth Fund, DANANTARA, on the BUMN-20 Index using a hybrid ARIMA-GARCH model. The establishment of DANANTARA in February 2025 generated mixed reactions among capital market participants, with the Indonesian Stock Exchange suspended trading after share prices declined by more than five percent. Using daily time-series data from June 2018 to August 2026, this study employs a hybrid ARIMA(1,1,3)-GARCH(1,1) framework processed through E-Views 12. The results indicate that the BUMN-20 Index is predominantly driven by broader market movements, as evidenced by the highly significant IHSG return coefficient (β =1.237, p < 0.001). In the mean equation, the DANANTARA announcement and launch events do not produce statistically significant shifts in average returns. However, in the variance equation, the announcement significantly elevated conditional volatility (γ = 0.025, p = 0.009), suggesting heightened market uncertainty. The volatility persistence measure (α + β = 0.952) indicates that shocks to the BUMN-20 Index decay slowly, with a half-life of approximately 14 trading days. The forecasting results suggest a gradually declining trajectory for the index, though this does not imply a causal relationship with DANANTARA. These findings contribute to the literature by demonstrating that the primary channel through which a nascent SWF affects domestic equity markets is volatility rather than returns. The policy implications highlight the importance of for transparent governance and consistent communication in mitigating market uncertainty surrounding DANANTARA's operations.

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Journal Info

Abbrev

publication:jbb

Publisher

Subject

Economics, Econometrics & Finance Social Sciences

Description

The scope includes but is not limited to: public policy, administrative reform, local government studies, public and private governance, digital governance and business, digital finance, innovation, entrepreneurship, small businesses, people and culture in organization, knowledge management, ...