Abstract
This study examines the relationship between economic growth, foreign direct investment (FDI), and environmental quality across the six provinces of Sulawesi within the Environmental Kuznets Curve (EKC) framework. Using panel data for 2015–2024, the study applies the Panel Autoregressive Distributed Lag (Panel-ARDL) model with the Pooled Mean Group (PMG) estimator. The results confirm a long-run EKC relationship, indicating that environmental quality initially deteriorates and subsequently improves as income increases. Meanwhile, FDI has a negative but statistically insignificant effect, while short-run dynamics remain heterogeneous across provinces due to differences in economic structures, investment characteristics, and environmental management
Bahasa Abstract
Studi ini menganalisis hubungan antara pertumbuhan ekonomi, Foreign Direct Investment (FDI), dan kualitas lingkungan pada enam provinsi di Pulau Sulawesi dalam kerangka Environmental Kuznets Curve (EKC). Penelitian ini menggunakan data panel periode 2015–2024 dengan pendekatan Panel Autoregressive Distributed Lag (Panel-ARDL) dan estimator Pooled Mean Group (PMG). Hasil penelitian mengonfirmasi keberlakuan EKC dalam jangka panjang, yang menunjukkan bahwa kualitas lingkungan awalnya menurun dan kemudian membaik seiring meningkatnya pendapatan. Sementara itu, FDI berpengaruh negatif, tetapi tidak signifikan, sedangkan dinamika jangka pendek bersifat heterogen antarprovinsi akibat perbedaan struktur ekonomi, karakteristik investasi, dan pengelolaan lingkungan.
References
[1] A’yun, I. Q., Nasir, M. S., Nasir, Z. A., Abdulkarim, F. M., & Hussain, M. (2023). Testing the Environmental Kuznets Curve (EKC) hypothesis in Indonesia and India: Autoregressive Distributed Lag (ARDL) model approach. Jurnal Ekonomi Pembangunan: Kajian Masalah Ekonomi dan Pembangunan, 24(2), 320-330. doi: 10.23917/jep.v24i2.23191.
[2] Abbas, M., Yang, L., & Lahr, M. L. (2024). Globalization’s effects on South Asia’s carbon emissions, 1996–2019: A multidimensional panel data perspective via FGLS. Humanities and Social Sciences Communications, 11(1), 1171. doi: 10.1057/s41599-024-03704-z.
[3] Adedoyin, F. F., Alola, A. A., & Bekun, F. V. (2020). RETRACTED: The nexus of environmental sustainability and agro-economic performance of SubSaharan African countries. Heliyon, 6(9), e04878. doi: 10.1016/j.heliyon.2020.e04878.
[4] Aqibah, M., Suciptawati, N. L. P., & Sumarjaya, I. W. (2020). Model dinamis autoregressive distributed lag (Studi kasus: Pengaruh kurs dolar Amerika dan inflasi terhadap harga saham tahun 2014-2018). E-Jurnal Matematika, 9(4), 240-250. doi: 10.24843/mtk.2020.v09.i04.p304.
[5] Balsalobre-Lorente, D., Leitão, N. C., & Bekun, F. V. (2021). Fresh validation of the low carbon development hypothesis under the EKC Scheme in Portugal, Italy, Greece and Spain. Energies, 14(1), 250. doi: 10.3390/en14010250.
[6] BPS Provinsi Gorontalo. (2024). Pertumbuhan ekonomi Gorontalo triwulan III-2021. Berita Resmi Statistik, No. 57/11/75/Th. XV, 5 November 2021. Badan Pusat Statistik Provinsi Gorontalo. Diakses 9 September 2025 dari https://gorontalo.bps.go.id/id/pressrelease/2021/11/05/786/ekonomi-gorontalo-triwulan-iii-2021--y-on-y--tumbuh3-04-persen.html.
[7] BPS Provinsi Sulawesi Barat. (2025). Pertumbuhan ekonomi Sulawesi Barat tahun 2024. Berita Resmi Statistik, 13/02/76/Th. XIX, 05 Februari 2025. Badan Pusat Provinsi Statistik Sulawesi Barat. Diakses 9 September 2025 dari https://sulbar.bps.go.id/id/pressrelease/2025/02/05/ 1279/pertumbuhan-ekonomi.html.
[8] BPS Provinsi Sulawesi Selatan. (2025). Produk Domestik Regional Bruto Provinsi Sulawesi Selatan menurut lapangan usaha 2020-2024 (Volume 11). Badan Pusat Statistik Provinsi Sulawesi Selatan. Diakses 9 September 2025 dari https://sulsel.bps.go.id/id/publication/2025/04/11/a9bf9b7086e431e81db23b6e/produk-domestik-regional-bruto-provinsi-sulawesiselatan-menurut-lapangan-usaha-2020-2024.html.
[9] BPS Provinsi Sulawesi Tengah. (2025). Provinsi Sulawesi Tengah dalam angka 2025. Badan Pusat Statistik Provinsi Sulawesi Tengah. Diakses 9 September 2025 dari https://sulteng.bps.go.id/id/publication/2025/02/28/d99fa9772e3aac88cb25e6a8/provinsi-sulawesi-tengah-dalam-angka-2025.html.
[10] BPS Provinsi Sulawesi Tenggara. (2025). Pertumbuhan ekonomi Sulawesi Tenggara triwulan IV-2024. Berita Resmi Statistik, No. 13/02/74/Th.XIX, 5 Februari 2025. Badan Pusat Statistik Provinsi Sulawesi Tenggara. Diakses 9 September 2025 dari https://konutkab.bps.go.id/id/pressrelease/2025/02/05/650/ekonomi-sulawesi-tenggara-triwulan-iv-2024-tumbuh5-08-persen--y-on-y-.html.
[11] BPS Provinsi Sulawesi Utara. (2025). Pertumbuhan ekonomi Sulawesi Utara triwulan IV-2024. Berita Resmi Statistik, No. 12/02/71/Th. XIX, 5 Februari 2025. Badan Pusat Statistik Provinsi Sulawesi Utara. Diakses 9 September 2025 dari https://sulut.bps.go.id/id/pressrelease/2025/02/05/1501/pertumbuhan-ekonomi-sulawesi-utara-triwulan-iv-2024. html.
[12] Breusch, T. S., & Pagan, A. R. (1979). A simple test for heteroscedasticity and random coefficient variation. Econometrica, 47(5), 1287-1294. doi: 10.2307/1911963.
[13] Cao, J., Hu, X., Wang, S., & Hao, P. (2024). Study on the impact of China’s outward FDI on carbon emissions in the countries along the Belt and Road. Journal of Information Economics, 2(4), 57-86. doi: 10.58567/jie02040004.
[14] Çetin, M., Sarıgül, S. S., Topcu, B. A., Alvarado, R., & Karataser, B. (2023). Does globalization mitigate environmental degradation in selected emerging economies? Assessment of the role of financial development, economic growth, renewable energy consumption and urbanization. Environmental Science and Pollution Research, 30(45), 100340-100359. doi: 10.1007/s11356-023-29467-9.
[15] Dao, P. B. (2021). A CUSUM-based approach for condition monitoring and fault diagnosis of wind turbines. Energies, 14(11), 3236. doi: 10.3390/en14113236.
[16] Deng, K., & Liu, Q. (2025). Reevaluating the impact of FDI on industrial pollution: New evidence from microdata. Economic Modelling, 143, 106975. doi: 10.1016/j.econmod.2024.106975.
[17] Dertli, H. I., Hayes, D. B., & Zorn, T. G. (2024). Effects of multicollinearity and data granularity on regression models of stream temperature. Journal of Hydrology, 639, 131572. doi: 10.1016/j.jhydrol.2024.131572.
[18] Doytch, N., Ashraf, A., & Nguyen, C. P. (2024). Foreign direct investment and forest land: A sectoral investigation. Environmental and Sustainability Indicators, 22, 100353. doi: 10.1016/j.indic.2024.100353.
[19] Effendi, R., Aliasuddin, A., Rahmi, N., & Fachrurrozi, K. (2024). Revisiting the effect of FDI and trade openness on carbon dioxide in Indonesia: Modelling the environmental Kuznets curve. International Journal of Energy Economics and Policy, 14(6), 450-456. doi: 10.32479/ijeep.17202.
[20] Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica, 55(2), 251-276. doi: 10.2307/1913236.
[21] Farazilah, N. A. (2025). Economy and environment, do they always have to be opposites?: Investigating the environmental kuznets curve theory in Indonesia using an econometrical model (ARDL). Syntax Literate: Jurnal Ilmiah Indonesia, 10(7), 8601-8615. doi: 10.36418/syntaxliterate.v10i7.60693.
[22] Fazaalloh, A. M. (2024). FDI and economic growth in Indonesia: A provincial and sectoral analysis. Journal of Economic Structures, 13(1), 3. doi: 10.1186/s40008-023- 00323-w.
[23] Febriyanto, A., Azzam, A., Kutia, H. R., Rizal, A., & Yusfiarto, R. (2024). The impact of foreign direct investment on carbon emissions: A comparative study in the ASEAN countries with the highest foreign direct investment. Innovation and Green Development, 3(4), 100181. doi: 10.1016/j.igd.2024.100181.
[24] Fitriani, D., Diartho, H. C., & Yunitasari, D. (2025). Does environmental degradation drive economic growth? Evidence from Indonesia and Vietnam. International Research Journal of Economics and Management Studies IRJEMS, 4(5), 324-334. doi: 10.56472/25835238/IRJEMS-V4I5P141.
[25] Godfrey, L. G. (1978). Testing against general autoregressive and moving average error models when the regressors include lagged dependent variables. Econometrica, 46(6), 1293-1301. doi: 10.2307/1913829.
[26] Grossman, G. M., & Krueger, A. B. (1995). Economic growth and the environment. The Quarterly Journal of Economics, 110(2), 353-377. doi: 10.2307/2118443.
[27] Gujarati, D. N., & Porter, D. C. (2009). Basic econometrics (5th ed.). McGraw-Hill Irwin.
[28] Hufaini, A. S. F. R., Raupong, R., & Ilyas, N. (2020). Regresi model data panel efek tetap dengan metode within group pada data Indeks Pembangunan Manusia Provinsi Sulawesi Selatan. ESTIMASI: Journal of Statistics and Its Application, 1(1), 10-20. doi: 10.20956/ejsa.v1i1.9276.
[29] Jarque, C. M., & Bera, A. K. (1980). Efficient tests for normality, homoscedasticity and serial independence of regression residuals. Economics Letters, 6(3), 255-259. doi: 10.1016/0165-1765(80)90024-5.
[30] Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90(1), 1-44. doi: 10.1016/S0304-4076(98)00023-2.
[31] Karunia, M. R., Komarulzaman, A., & Tjahjawandita, A. (2023). Konsumsi energi, pembangunan sektor keuangan, dan emisi karbon di Indonesia. Jurnal Ekonomi dan Pembangunan Indonesia, 23(1), 81-92. doi: 10.21002/jepi.2023.06.
[32] KLHK. (2025). Publikasi dokumen laporan kinerja tahun 2025 unit krja eselon II lingkup KLH/BPLH. Kementerian Lingkungan Hidup/Badan Pengendalian Lingkungan Hidup. Diakses 18 September 2025 dari https://kemenlh.go.id/news/detail/publikasi-dokumen-laporan-kinerja-tahun-2025-unitkerja-eselon-ii-lingkup-klhbplh.
[33] Liew, V. K. S. (2004). Which lag length selection criteria should we employ?. Economics Bulletin, 3(33), 1-9.
[34] Liu, P., Ur Rahman, Z., Józwik, B., & Dogan, M. (2024). Determining the environmental effect of Chinese FDI on the Belt and Road countries CO2 emissions: An EKC based assessment in the context of pollution haven and halo hypotheses. Environmental Sciences Europe, 36(1), 48. doi: 10.1186/s12302-024-00866-0.
[35] Mazwan, M. Z., & Tain, A. (2024). Analisis environmental Kuznets Curve (menyeimbangkan industri hijau dan degradasi lingkungan di Indonesia). Jurnal Ilmiah Membangun Desa dan Pertanian, 9(6), 561-572. doi: 10.37149/jimdp.v9i6.1627.
[36] Nadeak, S. A. H., & Nasrudin, N. (2023). Pengaruh PDB per kapita dan konsumsi energi terhadap emisi GRK di Indonesia. Jurnal Ekonomi dan Pembangunan Indonesia, 23(2), 128-145. doi: 10.21002/jepi.2023.09.
[37] Ozkan, O., Coban, M. N., Iortile, I. B., & Usman, O. (2023). Reconsidering the environmental Kuznets curve, pollution haven, and pollution halo hypotheses with carbon efficiency in China: A dynamic ARDL simulations approach. Environmental Science and Pollution Research, 30(26), 68163-68176. doi: 10.1007/s11356-023-26671-5.
[38] Panayotou, T. (1993). Empirical tests and policy analysis of environmental degradation at different stages of economic development. Working Paper, WEP 2-22/WP. 238. Technology and Employment Programme, International Labour Office. Diakses 20 September 2025 dari https://webapps.ilo.org/public/libdoc/ilo/1993/93B09_ 31_engl.pdf.
[39] Pedroni, P. (2004). Panel cointegration: Asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory, 20(3), 597-625. doi: 10.1017/S0266466604203073.
[40] Pesaran, M. H., Shin, Y., & Smith, R. P. (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American statistical Association, 94(446), 621- 634. doi: 10.1080/01621459.1999.10474156.
[41] Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. doi: 10.1002/jae.616.
[42] Rahayuningrum, S. T. (2024). Analysis of the existence of Environmental Kuznets Curve (EKC) hypothesis on CO2 emission, energy consumption, and economic growth in Indonesia. Journal of Economics Research and Social Sciences, 8(1), 38-52. doi: 10.18196/jerss.v8i1.19310.
[43] Rahman, M. H., Voumik, L. C., Rahman, M. M., & Majumder, S. C. (2024). Scrutinizing the existence of the environmental Kuznets curve in the context of foreign direct investment, trade, and renewable energy in Bangladesh: Impending from ARDL method. Environment, Development and Sustainability, 26(5), 12619- 12638. doi: 10.1007/s10668-023-03940-4.
[44] Salindeho, B., Rotinsulu, D., & Sumual, J. (2023). Analisis perubahan stuktur ekonomi di Provinsi Sulawesi Utara tahun 2017–2021. Jurnal Berkala Ilmiah Efisiensi, 23(4), 97-108.
[45] Shahzad, Q., & Aruga, K. (2023). Does the Environmental Kuznets Curve hold for coal consumption? Evidence from South and East Asian countries. Sustainability, 15(6), 5532. doi: 10.3390/su15065532.
[46] Wang, X., & Liu, H. (2024). Effect of foreign direct investment on firms’ pollution intensity: Evidence from a natural experiment in China. Environment and Development Economics, 29(4), 338-357. doi: 10.1017/S1355770X2400010X.
[47] Wang, Q., Li, Y., & Li, R. (2024). Rethinking the environmental Kuznets curve hypothesis across 214 countries: The impacts of 12 economic, institutional, technological, resource, and social factors. Humanities and Social Sciences Communications, 11(1), 292. doi: 10.1057/s41599- 024-02736-9.
[48] Wiguna, Z. A. (2024). Pengaruh pertumbuhan ekonomi, konsumsi energi, dan populasi penduduk terhadap tingkat emisi CO2 pada negara-negara Organisasi Kerjasama Islam (OKI) periode 2016–2022 dengan Maqashid Sharia Index sebagai variabel moderasi (Skripsi, UIN Syarif Hidayatullah Jakarta).
[49] Xiang, X., Liu, R., & Luo, W. (2024). Pollution haven or pollution halo? Testing direct and spillover effects of FDI. China Economic Review, 88, 102254. doi: 10.1016/j.chieco.2024.102254.
[50] Yanuarti, W. A., & Rachmawati, L. (2024). Analyzing sustainable development in Indonesia based on Environmental Kuznet Curve. JEJAK: Jurnal Ekonomi dan Kebijakan, 17(1), 42-56. doi: 10.15294/jejak.v17i1.5584.
Recommended Citation
Firmansyah, Fadel; Paskual, Meity Ferdiana; Paembonan, Laendatu; Musdayati, Musdayati; and Ichsan, Muhammad
(2026)
"Analisis Environmental Kuznets Curve dan Foreign Direct Investment di Sulawesi,"
Jurnal Ekonomi dan Pembangunan Indonesia: Vol. 26:
No.
2, Article 8.
DOI: 10.7454/jepi.v26i2.2078
pp.286-309
Available at:
https://scholarhub.ui.ac.id/jepi/vol26/iss2/8
BERKAS TURNITIN.pdf





