Jul 2026· Golden Ratio of Auditing Research· Vol 7, pp. 36-49· 0 citations· 35 references
Abstract
This study investigates the short and long run impacts of macroeconomic variables inflation, the BI Rate, the USD/IDR exchange rate, and world gold prices on the Indonesian Composite Stock Price Index (IHSG). Utilizing 120 monthly observations from January 2016 to December 2025, this period accounts for severe market turbulences, including the early 2025 trading halts. Given the mixed integration orders I(0) and I(1)), an ARDL bounds testing framework and an Unrestricted Error Correction Model (UECM) with HC3 robust standard errors were applied. The ARDL bounds test reveals no stable long run cointegration (F"-statistic"=2.192, below the lower critical bound), indicating that macroeconomic indicators do not establish a long term equilibrium with the IHSG. Conversely, short run dynamics demonstrate that contemporaneous rupiah depreciation significantly dampens the IHSG. Lagged inflation exhibits a positive effect, while gold prices stimulate the index concurrently but induce a negative effect in the subsequent month, reflecting a delayed safe haven rotation. The BI Rate shows no significant direct impact once exchange rate dynamics are controlled. These findings imply that the IHSG is primarily driven by immediate currency shocks and commodity price pressures rather than long term macroeconomic anchoring.
Investment credit plays an important role in financing productive activities and sustaining Indonesia's economic development. Nevertheless, limited empirical evidence is available regarding how fluctuations in gold prices together with other macroeconomic indicators influence investment credit during the post-pandemic...
N. Atikah, Nadia Kholifia, Lucky Tri Oktoviana et al.· CAUCHY· 0 citations
This study explores the macroeconomic indicators and the JSE Financial 15 index in South Africa using quarterly data from 2004Q1 to 2024Q4.
A Vector Error Correction Model (VECM) is used to model short- and long-run linkages between the variables of the study, after unit root and structural break tests; Gran...
Keitumetse Mashabela, C. Saba· Journal of economic and admi...· 0 citations
This study aims to analyze the impact of the money supply, Consumer Price Index (CPI) inflation, VIXCLS, Indonesia's Geopolitical Risk (GPR-C), external debt, the BI Interest Rates, and West Texas Intermediate (WTI) oil prices on the IDR/USD exchange rate. The study employs a quantitative approach using the Autoregress...
Muflihatul Adawiyah, Aminudin Ma’ruf· Formosa Journal of Multidisc...· 0 citations
This study investigates the empirical relationship between macro-economic variables such as consumer price index (CPI), gold prices, index of industrial production (IIP), trade balance and crude oil prices – and the direction, magnitude and persistence of their bilateral interactions in the Indian market.
Mo...
Sarishma Sharma, Mohit Gupta· Journal of Agribusiness in D...· 0 citations
This study examines the short-run and long-run impact of oil price shocks on three major
macroeconomic variables of Nigeria, which are the exchange rate, the inflation rate, and the
interest rate for the period of 1974 to 2022. Nigeria is an interesting case study because it is a
large crude oil exporter and a net i...
F. A. Adebimpe· International Journal of Eco...· 0 citations
This study examined the impact of crude oil price changes on stock market performance in Nigeria over the period 1981–2024. The primary objective was to investigate whether positive and negative crude oil price shocks exert asymmetric effects on key stock market indicators, namely the All-Share Index (ASI), Market Capi...