Muhammad Subardin
Universitas Sriwijaya, Palembang, Indonesia

Published : 2 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search

Simultaneous Relationship Analysis Between Carbon Dioxide Emissions and GDP Per Capita in Asia: The Dynamics of Urbanization, Energy Consumption, Foreign Direct Investment, and Trade Openness Kamil Habibi; Imam Asngari; Abdul Bashir; Azwardi; Muhammad Subardin
Danadyaksa: Post Modern Economy Journal Vol. 4 No. 1 (2026): Post Modern Economy Journal
Publisher : Yayasan Pendidikan Islam Bustanul Ulum Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69965/danadyaksa.v4i1.285

Abstract

This study aims to analyze the simultaneous relationship between carbon dioxide (CO₂) emissions and GDP per capita in 10 Asian countries, considering the dynamics of urbanization, energy consumption, foreign direct investment (FDI), and trade openness. The research employs an explanatory quantitative approach using panel data covering the period 2000–2024, obtained from the World Bank (WDI). The analysis applies a simultaneous equation model estimated using the Two Stage Least Squares (2SLS) method to address endogeneity issues. The results indicate that CO₂ emissions are significantly influenced by GDP per capita, urbanization, energy consumption, FDI, and lagged emissions, highlighting the presence of persistence effects. Meanwhile, GDP per capita is significantly affected by CO₂ emissions, FDI, and its lagged value. These findings suggest that economic growth in Asia remains highly dependent on energy-intensive and investment-driven activities, characterized by strong path dependence. Overall, the relationship between economic growth and environmental degradation is found to be mutually interdependent within a simultaneous system.
Environmental Kuznets Curve Theory on Environmental Degradation in ASEAN-5 Ramadhanti Ramadhanti; Azwardi Azwardi; Muhammad Subardin
Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE) Vol 9 No 2 (2026): Sharia Economics
Publisher : Universitas KH. Abdul Chalim Mojokerto

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31538/iijse.v9i2.10608

Abstract

The decline in environmental quality due to increasing greenhouse gas emissions is now a crucial challenge amidst the rapid industrialization of the Southeast Asian region. This study aims to empirically test the validity of the Environmental Kuznets Curve (EKC) hypothesis and analyze the effects of economic growth, energy consumption, population, and urbanization on CO₂ carbon dioxide emissions in the five founding countries of ASEAN (ASEAN-5), namely Indonesia, Malaysia, Thailand, the Philippines, and Singapore. Using secondary time series data from 2009 to 2023, the analysis was conducted using a panel data regression approach through the Fixed Effect Model (FEM) method corrected using White diagonal standard errors & covariance estimates to overcome heteroscedasticity and autocorrelation bias. The estimation results show that the economic growth variable (GDP) has a positive and significant effect, while the quadratic economic growth (GDP2) has a negative and significant effect on CO₂ emissions. This combination confirms the validity of the EKC hypothesis which forms the characteristics of an inverted U-Shape curve in the ASEAN-5 region. Through mathematical calculations, it was found that the turning point for the regional economy was at a nominal GDP per capita of 69,117.65 USD. In the control variable, total population (POP) was shown to have a positive and highly significant influence as the main driver of increasing carbon emissions. In contrast, the variables of energy consumption (energy use) and urbanization rate did not show a significant influence on CO₂ emissions at the regional aggregate level during the observation period. The results of this study indicate that most developing countries in the ASEAN-5 are still on the left side of the ecological curve (below the turning point threshold). Therefore, clean energy transition policy interventions, strict carbon exchange regulations, and eco-city spatial planning are needed to reduce emissions without sacrificing the rate of macroeconomic growth.