Manufacturing, Economic Growth, and Carbon Emissions in ASEAN: A Dynamic Story Unfolded through Panel VAR Analysis

Authors

  • Muhammad Aliyuddin Universitas Siliwangi
  • Dwi Hastuti Lestari Komarlina University of Siliwangi
  • Ignatia Bintang Filia Dei Susilo University of Siliwangi

DOI:

https://doi.org/10.33830/tjeb.v6i2.12177

Keywords:

CO2, Economic Growth, Manufacturing Value Added, Panel Vector Autoregression

Abstract

This study examines the dynamic relationship between industrial CO₂ emissions, economic growth (EG), and manufacturing value added (MVA) in ten ASEAN countries during the period 2014 to 2023, employing a Panel Vector Autoregression (Panel VAR) approach and Granger causality tests. The estimation results indicate that all three variables exhibit strong short term persistence, with changes in each variable being predominantly influenced by its own historical values. Industrial CO₂ emissions display a high degree of inertia; however, their statistically significant impact on economic growth emerges only in the medium term. Economic growth has a significant effect on MVA, suggesting the existence of a structural linkage between the two sectors. In contrast, MVA does not appear to influence economic growth in the short run. This finding seems to contradict Kaldor’s first law, although the internal dynamics of the manufacturing sector reflected in the significance of lags up to three previous periods support Verdoorn’s perspective on endogenous growth mechanisms. The Granger causality tests confirm that only economic growth Granger-causes MVA, while CO₂ emissions do not exhibit any causal relationship with the other variables. These findings emphasize the importance of adopting a more adaptive policy approach in the medium to long term to integrate industrial and environmental agendas into the economic growth strategy of the ASEAN region

References

Afonasova, M. A. (2017). Economic Inertia and Economic Growth: Is There Any Contradiction? 20–26. https://doi.org/10.15405/epsbs.2017.07.02.3

Agus Widarjono. (2013). Ekonometrika: Pengantar dan aplikasinya. Ekonosia.

Almosabbeh, I. A., & Almoree, M. A. (2018). The relationship between manufacturing production and economic growth in the Kingdom of Saudi Arabia. Journal of Economic Studies, 45(4), 674–690. https://doi.org/10.1108/JES-02-2017-0029

Al-Mulali, U., & Ozturk, I. (2015). The effect of energy consumption, urbanization, trade openness, industrial output, and the political stability on the environmental degradation in the MENA (Middle East and North African) region. Energy, 84, 382–389. https://doi.org/10.1016/j.energy.2015.03.004

Anyanwu, J. C. (2017). Manufacturing Value Added Development in North Africa: Analysis of Key Drivers. Asian Development Policy Review, 5(4), 281–298. https://doi.org/10.18488/journal.107.2017.54.281.298

Anyanwu, J. C. (2018). Does Human Capital Matter in Manufacturing Value Added Development in Africa? Asian Journal of Economic Modelling, 6(3), 294–316. https://doi.org/10.18488/journal.8.2018.63.294.317

Cantore, N., Clara, M., Lavopa, A., & Soare, C. (2017). Manufacturing as an engine of growth: Which is the best fuel? Structural Change and Economic Dynamics, 42, 56–66. https://doi.org/10.1016/j.strueco.2017.04.004

Gutowski, T. G., Allwood, J. M., Herrmann, C., & Sahni, S. (2013). A global assessment of manufacturing: Economic development, energy use, carbon emissions, and the potential for energy efficiency and materials recycling. Annual Review of Environment and Resources, 38, 81–106. https://doi.org/10.1146/annurev-environ-041112-110510

Hamit-Haggar, M. (2012). Greenhouse gas emissions, energy consumption and economic growth: A panel cointegration analysis from Canadian industrial sector perspective. Energy Economics, 34(1), 358–364. https://doi.org/10.1016/j.eneco.2011.06.005

Hasbi, H. (2024). The Impact of Economic Factors on Changing Carbon Emission Landscape in ASEAN With ARDL Approach. KINERJA, 28(2), 173–194. https://doi.org/10.24002/kinerja.v28i2.8583

Libanio, G. (2016). MANUFACTURING INDUSTRY AND ECONOMIC GROWTH IN LATIN AMERICA: A KALDORIAN APPROACH. Federal University of Minas.

Maddala, G. S., & Wu, S. (1999). A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test. Oxford Bulletin of Economics and Statistics, 61(s1), 631–652. https://doi.org/10.1111/1468-0084.61.s1.13

Magazzino, C. (2014). A Panel VAR Approach of the Relationship among Economic Growth, CO 2 Emissions, and Energy Use in the ASEAN-6 Countries. International Journal of Energy Economics and Policy, 4(4), 546–553. http://energycommunity.org/documents/ThirdASEANEnergyOutlook.pdf.

Naudé, W., & Szirmai, A. (2011). The importance of manufacturing in economic development: Past, present and future perspectives Working Paper Series (UNU-MERIT Working Papers No. 041). http://mgsog.merit.unu.edu

Othman, N., Wahab, S. N., Hewage, R. S., Ismail, F. R., & Chindo, S. (2024). Validating the Environmental Kuznets Curve: Evidence from ASEAN’s Economic Growth, Renewable Energy, and Carbon Emissions. BIO Web of Conferences, 131, 02007. https://doi.org/10.1051/bioconf/202413102007

Ponce, B. J. H., & Manlangit, A. T. (2023). Carbon dioxide emissions and the Environmental Kuznets Curve: evidence from the Association of Southeast Asian Nations. Environmental Science and Pollution Research, 30(44), 100037–100045. https://doi.org/10.1007/s11356-023-29370-3

Shahzad, S., & Yasmin, B. (2016). Does Fiscal Decentralisation Matter for Poverty and Income Inequality in Pakistan? The Pakistan Development Review, 55(4I-II), 781–802. https://doi.org/10.30541/v55i4i-iipp.781-802

Su, D., & Yao, Y. (2017). Manufacturing as the key engine of economic growth for middle-income economies. Journal of the Asia Pacific Economy, 22(1), 47–70. https://doi.org/10.1080/13547860.2016.1261481

Thambipillai, P. (1998). The ASEAN growth areas: Sustaining the dynamism. The Pacific Review, 11(2), 249–266. https://doi.org/10.1080/09512749808719256

Vu, K. (2020). ASEAN ECONOMIC PROSPECTS AMID EMERGING TURBULENCE: DEVELOPMENT CHALLENGES AND IMPLICATIONS FOR REFORM.

Wenju, T., & Zheng, X. (2018). Study of Factors Affecting Carbon Emissions — Based on an Empirical Analysis of ASEAN. Journal of Resources and Ecology, 9(5), 500–507. https://doi.org/10.5814/j.issn.1674-764x.2018.05.007

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Published

2025-11-30

How to Cite

Aliyuddin, M., Komarlina, D. H. L., & Susilo, I. B. F. D. (2025). Manufacturing, Economic Growth, and Carbon Emissions in ASEAN: A Dynamic Story Unfolded through Panel VAR Analysis. Terbuka Journal of Economics and Business, 6(2), 100–111. https://doi.org/10.33830/tjeb.v6i2.12177

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