Journal of Applied Economic Research
ISSN 2712-7435
National Energy Security: An Analysis of Economic Growth and Energy Consumption at the Regional Level in Indonesia
Anna Yulianita, Siti Rohima, Mardalena, Lisa Hermawati
Universitas Sriwijaya, Palembang, Indonesia
Abstract
Regional energy security is a critical component in ensuring sustainable development in Indonesia, a country with diverse geographical and economic characteristics. In 2022, more than half of Indonesia’s final energy consumption was concentrated in the Java-Bali region, highlighting regional disparities in energy use. This study aims to analyze the relationship between regional energy consumption and economic growth across Indonesia’s major islands—Sumatra, Java, Bali & Nusa Tenggara, Sulawesi, and Maluku & Papua. Specifically, the study tests three main hypotheses: the growth hypothesis (energy consumption drives economic growth), the conservation hypothesis (economic growth leads to increased energy consumption), and the neutrality hypothesis (no significant causality between the two). Using panel data and the Granger Causality test technique, the study categorizes regional behavior to identify specific patterns of causality. The results support the growth hypothesis in most regions, where increased energy consumption, particularly electricity usage, significantly contributes to regional economic growth. In Bali & Nusa Tenggara, where the economy relies heavily on tourism and services, the conservation hypothesis is more applicable, suggesting that economic activity drives energy demand. In contrast, the Maluku & Papua region exhibits the neutrality hypothesis, with weak or no causal relationship between energy consumption and economic growth. These findings offer both theoretical and practical implications: they reinforce the importance of regional energy planning in economic policy and highlight the need for tailored energy strategies to suit the specific dynamics of each region. Understanding these regional patterns provides essential input for policymakers to design equitable and efficient energy distribution frameworks.
Keywords
energy security; economic growth; energy consumption; Granger causality; neutrality hypothesis
JEL classification
O14, P28, Q43References
1. Zhao, D., Yuan, J., Fu, S., Wang, Y., Liu, Y., Zhang, J. (2023). Does economic growth stimulate energy consumption? New evidence from national and regional levels in China. Chinese Journal of Population, Resources and Environment, Vol. 21, Issue 2, 60–70. https://doi.org/10.1016/j.cjpre.2023.06.003
2. Haider, S., Adil, M.H. (2019). Does financial development and trade openness enhance industrial energy consumption? A sustainable developmental perspective. Management of Environmental Quality, Vol. 30, No. 6, 1297–1313. https://doi.org/10.1108/MEQ-03-2019-0060
3. Wang, Q., Zhang, F. (2020). Does increasing investment in research and development promote economic growth decoupling from carbon emission growth? An empirical analysis of BRICS countries. Journal of Cleaner Production, Vol. 252, 119853. https://doi.org/10.1016/j.jclepro.2019.119853
4. Mujiyanto, S., Tiess, G. (2013). Secure energy supply in 2025: Indonesia’s need for an energy policy strategy. Energy Policy, Vol. 61, 31–41. https://doi.org/10.1016/j.enpol.2013.05.119
5. Asian Development Bank. (2020). Energy Sector Assessment, Strategy, and Road Map: Indonesia. http://dx.doi.org/10.22617/TCS200429
6. Kurniawan, R., Nugroho, N.A.A., Fudholi, A., Purwanto, A., Sumargo, B., Gio, P.U., Wongsonadi, S.K. (2024). The ecological footprint of industrial value added and energy consumption in Indonesia. International Journal of Energy Sector Management, Vol. 18, No. 5, 1127–1153. https://doi.org/10.1108/IJESM-05-2023-0006
7. Wang, C., Cao, Y. (2021). Forecasting Chinese economic growth, energy consumption, and urbanization using two novel grey multivariable forecasting models. Journal of Cleaner Production, Vol. 299, 126863. https://doi.org/10.1016/j.jclepro.2021.126863
8. Azam, A., Rafiq, M., Shafique, M., Yuan, J. (2021). An empirical analysis of the non-linear effects of natural gas, nuclear energy, renewable energy and ICT-Trade in leading CO2 emitter countries: Policy towards CO2 mitigation and economic sustainability. Journal of Environmental Management, Vol. 286. https://doi.org/10.1016/j.jenvman.2021.112232
9. Pambudi, N. A., Firdaus, R.A., Rizkiana, R., Ulfa, D.K., Salsabila, M.S. (2023). Renewable Energy in Indonesia: Current Status, Potential, and Future Development. Sustainability, Vol. 15, Issue 3, 2342. https://doi.org/10.3390/su15032342
10. Roos, M.W.M. (2018). Endogenous Economic Growth, Climate Change and Societal Values: A Conceptual Model. Computational Economics, Vol. 52, 995–1028. https://doi.org/10.1007/s10614-017-9707-3
11. Kraft, J., Kraft, A. (1978). On the relationship between energy and GNP. The Journal of Energy and Development, Vol 3, No. 2, 401–403. Available at: https://www.jstor.org/stable/24806805
12. Acheampong, A.O., Dzator, J., Dzator, M., Salim, R. (2022). Unveiling the effect of transport infrastructure and technological innovation on economic growth, energy consumption and CO2 emissions. Technological Forecasting and Social Change, Vol. 182, 121843. https://doi.org/10.1016/j.techfore.2022.121843
13. Muhammad, B., Khan, M.K., Khan, M.I., Khan, S. (2021). Impact of foreign direct investment, natural resources, renewable energy consumption, and economic growth on environmental degradation: evidence from BRICS, developing, developed and global countries. Environmental Science and Pollution Research, Vol. 28, 21789–21798. https://doi.org/10.1007/s11356-020-12084-1
14. Arjun K.A.S., Kumar, S., Das, M. (2020). An endogenous growth approach on the role of energy, human capital, finance and technology in explaining manufacturing value-added: A multi-country analysis. Heliyon, Vol. 6, Issue 7, e04308. https://doi.org/10.1016/j.heliyon.2020.e04308
15. Yu, E.S.H., Choi, J.-Y. (1985). The causal relationship between energy and GNP: an international comparison. The Journal of Energy and Development, Vol. 10, No. 2, 249–272. Available at: https://www.jstor.org/stable/24807818
16. Nuţă, F.M., Sharafat, A., Abban, O.J., Khan, I., Irfan, M., Nuţă, A.C., Dankyi, A.B., Asghar, M. (2024). The relationship among urbanization, economic growth, renewable energy consumption, and environmental degradation: A comparative view of European and Asian emerging economies. Gondwana Research, Vol. 128, 325–339. https://doi.org/10.1016/j.gr.2023.10.023
17. Amorim, D.W.S., Valduga, I.B., Ribeiro, J.M.P., Guazzelli-Williamson, V., Krauser, G.E., Magtoto, M.K., de Andrade Guerra, J.B.S.O. (2018). The nexus between water, energy, and food in the context of the global risks: An analysis of the interactions between food, water, and energy security. Environmental Impact Assessment Review, Vol. 72, 1–11. https://doi.org/10.1016/j.eiar.2018.05.002
18. Rahim, S., Murshed, M., Umarbeyli, S., Kirikkaleli, D., Ahmad, M., Tufail, M., Wahab, S. (2021). Do natural resources abundance and human capital development promote economic growth? A study on the resource curse hypothesis in Next Eleven countries. Resources, Environment and Sustainability, Vol. 4, 100018. https://doi.org/10.1016/j.resenv.2021.100018
19. Zhang, C., Lin, Y. (2012). Panel estimation for urbanization, energy consumption and CO2 emissions: A regional analysis in China. Energy Policy, Vol. 49, 488–498. https://doi.org/10.1016/j.enpol.2012.06.048
20. Murry, D.A., Nan, G.D. (1993). A definition of the gross domestic product-electrification interrelationship. The Journal of Energy and Development, Vol. 19, No. 2, 275–283. Available at: https://www.jstor.org/stable/24808049
21. Chiou-Wei, S.Z., Chen, C.-F., Zhu, Z. (2008). Economic growth and energy consumption revisited – evidence from linear and nonlinear Granger causality. Energy Economics, Vol. 30, Issue 6, 3063–3076. https://doi.org/10.1016/j.eneco.2008.02.002
22. Chandran, V.G.R., Sharma, S., Madhavan, K. (2010). Electricity consumption-growth nexus: The case of Malaysia. Energy Policy, Vol. 38, Issue 1, 606–612. https://doi.org/10.1016/j.enpol.2009.10.013
23. Apergis, N., Payne, J.E. (2010). Energy consumption and growth in South America: Evidence from a panel error correction model. Energy Economics, Vol. 32, Issue 6, 1421–1426. https://doi.org/10.1016/j.eneco.2010.04.006
24. Dahmardeh, N., Mahmoodi, M., Mahmoodi, E. (2012). Energy consumption and economic growth: Evidence from 10 Asian developing countries. Journal of Basic and Applied Scientific Research, Vol. 2, Issue 2, 1385–1390. Available at: https://www.researchgate.net/profile/Elahe-Mahmoodi/publication/265888858_Energy_Consumption_and_Economic_Growth_Evidence_from_10_Asian_Developing_Countries/links/54f833930cf210398e949748/Energy-Consumption-and-Economic-Growth-Evidence-from-10-Asian-Developing-Countries.pdf
25. Le, T.-H., Boubater, S., Nguyen, C.P. (2021). The energy-growth nexus revisited: An analysis of different types of energy. Journal of Environmental Management, Vol. 297, 113351. https://doi.org/10.1016/j.jenvman.2021.113351
26. Belke, A., Dobnik, F., Dreger, C. (2011). Energy consumption and economic growth: New insights into the cointegration relationship. Energy Economics, Vol. 33, Issue 5, 782–789. https://doi.org/10.1016/j.eneco.2011.02.005
27. Azam, M. (2015). The role of migrant workers remittances in fostering economic growth: The four Asian developing countries’ experiences. International Journal of Social Economics, Vol. 42, No. 8, 690–750. https://doi.org/10.1108/IJSE-11-2013-0255
28. Destek, M.A. (2016). Natural gas consumption and economic growth: Panel evidence from OECD countries. Energy, Vol. 114, 1007–1015. https://doi.org/10.1016/j.energy.2016.08.076
29. Usman, M., Jahanger, A., Makhdum, M.S.A., Balsalobre-Lorente, D., Bashir, A. (2022). How do financial development, energy consumption, natural resources, and globalization affect Arctic countries’ economic growth and environmental quality? An advanced panel data simulation. Energy, Vol. 241, 122515. https://doi.org/10.1016/j.energy.2021.122515
30. Agyekum, E.B., Kumar, N.M., Mehmood, U., Panjwani, M.K., Haes Alhelou, H., Adebayo, T.S., Al-Hinai, A. (2021). Decarbonize Russia – A Best–Worst Method approach for assessing the renewable energy potentials, opportunities and challenges. Energy Reports, Vol. 7, 4498–4515. https://doi.org/10.1016/j.egyr.2021.07.039
31. Saidi, K., Rahman, M.M., Amamri, M. (2017). The causal nexus between economic growth and energy consumption: New evidence from global panel of 53 countries. Sustainable Cities and Society, Vol. 33, 45–56. https://doi.org/10.1016/j.scs.2017.05.013
32. Paul, S., Bhattacharya, R.N. (2004). Causality between energy consumption and economic growth in India: a note on conflicting results. Energy Economics, Vol. 26, Issue 6, 977–983. https://doi.org/10.1016/j.eneco.2004.07.002
33. Tang, C.F., Tan, B.W., Ozturk, I. (2016). Energy consumption and economic growth in Vietnam. Renewable and Sustainable Energy Reviews, Vol. 54, 1506–1514. https://doi.org/10.1016/j.rser.2015.10.083
34. Mudakkar, S.R., Zaman, K., Shakir, H., Arif, M., Naseem, I., Naz, L. (2013). Determinants of energy consumption function in SAARC countries: Balancing the odds. Renewable and Sustainable Energy Reviews, Vol. 28, 566–574. https://doi.org/10.1016/j.rser.2013.08.006
35. Rahman, Z.U., Khattak, S.I., Ahmad, M., Khan, A. (2020). A disaggregated-level analysis of the relationship among energy production, energy consumption and economic growth: Evidence from China. Energy, Vol. 194, 116836. https://doi.org/10.1016/j.energy.2019.116836
36. Chen, S.-T., Kuo, H.-I., Chen, C.-C. (2007). The relationship between GDP and electricity consumption in 10 Asian countries. Energy Policy, Vol. 35, Issue 4, 2611–2621. https://doi.org/10.1016/j.enpol.2006.10.001
37. Azam, M., Khan, A. Q., Zaman, K., Ahmad, M. (2015). Factors determining energy consumption: Evidence from Indonesia, Malaysia and Thailand. Renewable and Sustainable Energy Reviews, Vol. 42, 1123–1131. https://doi.org/10.1016/j.rser.2014.10.061
38. Kim, Y.S. (2015). Electricity consumption and economic development: Are countries converging to a common trend? Energy Economics, Vol. 49, 192–202. https://doi.org/10.1016/j.eneco.2015.02.001
39. Chen, Y., Zhang, G., Jin, T., Wu, S., Peng, B. (2014). Quantitative modelling of electricity consumption using computational intelligence aided design. Journal of Cleaner Production, Vol. 69, 143–152. https://doi.org/10.1016/j.jclepro.2014.01.058
40. Muhyiddin, M., Nugroho, H. (2021). A Year of Covid-19: A Long Road to Recovery and Acceleration of Indonesia’s Development. Jurnal Perencanaan Pembangunan: The Indonesian Journal of Development Planning, Vol. 5, No. 1, 1–19. https://doi.org/10.36574/jpp.v5i1.181
Acknowledgements
The authors would like to express sincere gratitude to colleagues and mentors at the Faculty of Economics, Universitas Sriwijaya, for their valuable feedback and support in the preparation of this article.
Special thanks are extended to the anonymous reviewers whose constructive comments and suggestions greatly improved the quality of this work.
This research was supported by the Universitas Sriwijaya under the Competitive Scheme Program of the Faculty of Economics. The authors acknowledge this funding with great appreciation, as it played a crucial role in facilitating this study.
About Authors
Anna Yulianita
S.E., M.Si, Lecturer and Head of the Master’s Program in Economics, Faculty of Economics, Universitas Sriwijaya, Palembang, Indonesia (Srijaya Negara Street, Bukit Lama, Kec. Ilir Barat I, Palembang, South Sumatra 30139, Indonesia); ORCID https://orcid.org/0000-0001-8744-3274 e-mail: anna_fe@rocketmail.com
Siti Rohima
S.E., M.Si, Lecturer, Faculty of Economics, Universitas Sriwijaya, Palembang, Indonesia (Srijaya Negara Street, Bukit Lama, Kec. Ilir Barat I, Palembang, South Sumatra 30139, Indonesia); ORCID https://orcid.org/0000-0002-9196-7924 e-mail: sitirohima@unsri.ac.id
Mardalena
S.E., M.Si, Lecturer, Faculty of Economics, Universitas Sriwijaya, Palembang, Indonesia (Srijaya Negara Street, Bukit Lama, Kec. Ilir Barat I, Palembang, South Sumatra 30139, Indonesia); ORCID https://orcid.org/0000-0002-3170-8154 e-mail: mardalena@fe.unsri.ac.id
Lisa Hermawati
S.Pd., M.Si, Doctoral Student in Economics, Universitas Sriwijaya, Palembang, Indonesia (Srijaya Negara Street, Bukit Lama, Kec. Ilir Barat I, Palembang, South Sumatra 30139, Indonesia); ORCID https://orcid.org/0009-0001-5824-7052 e-mail: lisaherawatitijikdin@gmail.com
For citation
Yulianita, A., Rohima, S., Mardalena, Hermawati, L. (2025). National Energy Security: An Analysis of Economic Growth and Energy Consumption at the Regional Level in Indonesia. Journal of Applied Economic Research, Vol. 24, No. 2, 415-437. https://doi.org/10.15826/vestnik.2025.24.2.014
Article info
Received November 15, 2024; Revised April 6, 2025; Accepted April 14, 2025.
DOI: https://doi.org/10.15826/vestnik.2025.24.2.014
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