The Role of Economic Growth and Income Inequality on Poverty Levels in Sulawesi: A Panel Data Regression Approach

Authors

  • Linda Rosalina Airlangga University, Indonesia
  • Listia Airlangga University, Indonesia
  • Unggul Heriqbaldi

DOI:

https://doi.org/10.24256/kharaj.v8i1.8907

Keywords:

economic growth, income inequality, poverty, Sulawesi Island

Abstract

Penelitian ini bertujuan untuk menganalisis pengaruh Pertumbuhan Ekonomi (EG) dan Ketidaksetaraan (GINI) terhadap Tingkat Kemiskinan (POV). Metode : Penelitian ini menggunakan data Regresi Data Panel yang mencakup 6 provinsi di pulau Sulawesi (Sulawesi Barat, Sulawesi Utara, Sulawesi Tengah, Sulawesi Selatan, Sulawesi Tenggara, Gorontalo) selama tahun 2011-2023. Variabel independen utama adalah EG dan GINI, disertai variabel kontrol Indeks Pembangunan Manusia (HDI), Pengangguran Terbuka (UNEMP), dan Pengeluaran Pemerintah (LN_GOV). Berdasarkan uji Chow dan Hausman, model yang dipilih adalah Model Efek Tetap (FEM). Hasil : Estimasi FEM menunjukkan temuan sebagai berikut: (1) Pertumbuhan ekonomi (EG) dan ketidaksetaraan (GINI) merupakan pendorong kemiskinan yang sangat signifikan. (2) Pengeluaran pemerintah (LN_GOV) dan pengangguran (UNEMP) secara signifikan mengurangi kemiskinan. (3) Indeks Pembangunan Manusia (HDI) tidak signifikan. Implikasi : Hasil penelitian ini memberikan bukti bahwa kegagalan mengurangi kemiskinan di Sulawesi disebabkan oleh masalah distribusi. Perlu dilakukan pergeseran fokus dari sekadar mendorong pertumbuhan PDB regional ke memprioritaskan kebijakan redistribusi untuk menjaga stabilitas rasio Gini. Pemerintah provinsi perlu mengoptimalkan efektivitas belanja modal pro-rakyat miskin untuk menciptakan pertumbuhan yang benar-benar inklusif.

References

Abdullah, & Wibowo, M. G. (2024). The efffect of human development index (HDI), inequality and consumption on poverty levels in all provinces in Indonesia. Jurnal Ilmu Ekonomi Terapan, 9(2), 257–269. https://doi.org/10.20473/jiet.v9i2.59249

Alfin, L. C., & Boedirochminarni, A. (2025). Determinants of poverty in East Java: Education, unemployment, and minimum wage. Global Economics, Social, and Development Review, 29(1), 1–11. https://doi.org/10.24123/gesdr.v29i1.7047

Ames, B., Brown, W., & Devarajan, S. (2001). Macroeconomic Policy and Poverty Reduction. International Monetary Fund and the World Bank. https://www.imf.org/external/pubs/ft/exrp/macropol/eng/

Amri, K., Masbar, R., Nazamuddin, B. S., & Aimon, H. (2024). Does unemployment moderate the effect of goverment expenditure on poverty? A cross-provinces data evidence from Indonesia. Economic Studies (Ikonomicheski Izsledvania), 33(2), 92–113. https://www.iki.bas.bg/Journals/EconomicStudies/2024/2024-2/06_Khairul-Amri.pdf

Attoma, I. D., & Matteucci, M. (2024). Measurement poverty: An analysis of definitions, measurement tools, applications and their evolution over time through a systematic review of the literature up to 2019. Quality & Quantity, 58(4), 3171–3213. https://doi.org/10.1007/s11135-023-01792-8

Badu, R. R., Canon, S., Hadi, F., & Akib, Y. (2020). The impact of economic growth and unemployment rate on poverty in Sulawesi. JEJ: Jambura Equilibrium Journal, 2(1), 25–33. https://doi.org/10.37479/jej.v2i1.4499

Balasubramanian, P., Burchi, F., & Malerba, D. (2023). Does economic growth reduce multidimensional poverty ? Evidence from low- and middle-income countries. World Development, 161, 106119. https://doi.org/10.1016/j.worlddev.2022.106119

Baltagi, B. H. (2018). Fixed Effects and Random Effects BT - The New Palgrave Dictionary of Economics (pp. 4786–4790). Palgrave Macmillan UK. https://doi.org/10.1057/978-1-349-95189-5_2713

Bernard, S. H., & Iyke, N. (2018). Finance-growth-poverty nexus: A re-assessment of the trickle-down hypothesis in China. Economic Change and Restructuring, 51(3), 221–247. https://doi.org/10.1007/s10644-017-9203-8

BPS. (2023a). Profil Kemiskinan di Indonesia Maret 2023. Berita Resmi Statistik No. 47/07/Th. XXVI, 17 Juli 2023 (Issue 47).

BPS. (2023b). Tingkat Ketimpangan Pengeluaran Penduduk Indonesia Maret 2023. Berita Resmi Statistik No. 48/07/Th. XXVI, 17 Juli 2023.

BPS. (2025a). Gini Ratio Menurut Provinsi dan Daerah, 2022. Tabel Statistik Konsumsi Dan Pendapatan. https://www.bps.go.id/id/statistics-table/2/OTgjMg==/gini-ratio-menurut-provinsi-dan-daerah.html

BPS. (2025b). Laju Pertumbuhan Produk Domestik Regional Bruto Atas Dasar Harga Konstan 2010 Menurut Provinsi (persen), 2022. https://www.bps.go.id/id/statistics-table/3/WnpCcmNtcE1ibkF5VjFSelJHMUVhRE52WjNWSVp6MDkjMw==/laju-pertumbuhan-produk-domestik-regional-bruto-atas-dasar-harga-konstan-2010-menurut-provinsi--persen---2022.html?year=2022

BPS Sulut. (2025). Gini Ratio Menurut Provinsi di Pulau Sulawesi, 2022. Tabel Statistik. https://sulut.bps.go.id/id/statistics-table/2/NzYzIzI=/gini-ratio-menurut-provinsi-di-pulau-sulawesi.html

Breunig, R., & Majeed, O. (2020). Inequality, poverty and economic growth. International Economics, 161, 83–99. https://doi.org/10.1016/j.inteco.2019.11.005

Carey, K. J., Gupta, S., & Pattillo, C. A. (2005). Pro-Poor Growth. In Sustaining and Accelerating Pro-Poor Growth in Africa (Issue 1, pp. 41–54). International Monetary Fund. https://doi.org/10.5089/9781589064942.058.ch005

Cerra, V., Lama, R., & Loayza, N. (2021). Links between growth, inequality, and poverty: A survey (WP/21/68). https://doi.org/10.5089/9781513572666.001

DJPK. (2024). Laporan perkembangan ekonomi dan fiskal daerah: Sinergi kebijakan fiskan dalam memperkuat strategi penurunan kemiskinan: Vol. XLV. https://djpk.kemenkeu.go.id/wp-content/uploads/2024/12/LPEFD-September-Edisi-XLV_v3.pdf

Elshahawany, D. N., & Elazhary, R. H. (2024). Government spending and regional poverty alleviation: Evidence from Egypt. Asia-Pacific Journal of Regional Science, 8(1), 111–135. https://doi.org/10.1007/s41685-023-00318-2

Fauzia, S. A., Marselina, & Yuliawan, D. (2025). The effect of economics growth and inequality on poverty in Lampung Province in 2015-2023. IJAMESC, 3(4), 1356–1365. https://doi.org/10.61990/ijamesc.v3i4.555

Gai, K., & Zhou, Y. (2022). Ownership, trickle-down effect and shared development: A political economy analysis. China Political Economy, 5(1), 52–71. https://doi.org/10.1108/CPE-10-2022-0015

Gujarati, D. N., & Porter, D. C. (2009). Basic Econometrics (5th ed.). McGraw Hill.

Islam, T. M. T. (2016). Estimating the elasticity of growth in the US using the generalized means of income. Social Indicators Research, 129(1), 95–112. https://doi.org/10.1007/s11205-015-1093-4

Kadin Indonesia. (2024). Profil Ekonomi Provinsi. Data Dan Statistik. https://kadin.id/data-dan-statistik/profile-ekonomi-provinsi/

Kakwani, N., & Son, H. H. (2025). Multidimensional poverty: A New perspective on measurement. The Journal of Development Studies, 0(0), 1–15. https://doi.org/10.1080/00220388.2025.2530471

Karahasan, B. C. (2023). To make growth reduce poverty, industrialize: Using manufacturing to mediate the effect of growth on poverty. Development Policy Review, 41(4). https://doi.org/10.1111/dpr.12689

Kim, S. (2008). Spatial Inequality and Economic Development : Theories, Facts, and Policies (16). https://openknowledge.worldbank.org/server/api/core/bitstreams/bb0d9743-4d9d-594e-bf96-308989f7732c/content

Kumar, N. K. (2023). Autocorrelation and heteroscedasticity in regression analysis. Journal of Business and Social Sciences (ISSN:, 5(1), 9–20. https://doi.org/10.3126/jbss.v5i1.72442

Lee, Neil, & Sissons, Paul. (2016). Inclusive growth? The relationship between economic growth and poverty in British cities. Environment and Planning A: Economy and Space, 48(11), 2317–2339. https://doi.org/10.1177/0308518X16656000

López, M. P., Benítez, V., & Martín-martín, J. J. (2018). Long term unemployment, income, poverty, and social public expenditure, and their relationship with self-perceived health in Spain ( 2007 – 2011). BMC Public Health, 18(133), 1–14. https://doi.org/10.1186/s12889-017-5004-2

Madsen, J., Minniti, A., & Venturini, F. (2024). Declining research productivity and income inequality: A centenary perspective. Journal of Economic Dynamics and Control, 167, 104924. https://doi.org/10.1016/j.jedc.2024.104924

Moll, B., Rachel, L., & Restrepo, P. (2022). Uneven growth: Automation’s impact on income and wealth inequality. Econometrica, 90(6), 2645–2683. https://doi.org/https://doi.org/10.3982/ECTA19417

Musa, I., Enaberue, E., & Magaji, S. (2024). Impact of income inequality on poverty level in Nigeria : Evidence from ARDL model. Asian Journal of Economics, Business and Accounting, 24(5), 86–98. https://doi.org/10.9734/AJEBA/2024/v24i51295

Mutl, J., & Pfaffermayr, M. (2011). The Hausman test in a Cliff and Ord panel model. The Econometrics Journal, 14, 48–76. https://doi.org/10.1111/j.1368-423X.2010.00325.x

Ochi, A. (2023). Inequality and the impact of growth on poverty in sub-Saharan Africa: A GMM estimator in a dynamic panel threshold model. Regional Science Policy and Practice, 15(6), 1373–1395. https://doi.org/10.1111/rsp3.12707

Olaoye, O. O. (2023). Interrogating sub-Saharan Africa’s high economic growth rate and low poverty reduction rate: A poverty paradox? Journal of Public Affairs, 23(1). https://doi.org/10.1002/pa.2851

Prasada, I. Y., Fatma, T., Yulhar, M., & Rosa, T. A. (2020). Determinants of poverty rate in Java Island: Poverty alleviation policy. Jurnal Ekonomi Pembangunan, 18, 95–104. https://doi.org/c10.29259/jep.v18i2.11664%0A1.

Purwaningsih, Y., Hakim, L., & Mulyaningsih, T. (2025). Interplay between poverty, poverty eradication, and sustainable development: A semi-systematic literature review. Global Transitions, 7, 1–20. https://doi.org/10.1016/j.glt.2024.11.001

Qian-qian, L., Man, Y., & Xiao-lin, W. (2015). Poverty reduction within the framework of SDGs and Post-2015 Development Agenda. Advances in Climate Change Research, 6(1), 67–73. https://doi.org/10.1016/j.accre.2015.09.004

Rambe, R. A., Alfansi, L., Purmini, P., Armelly, A., & Yusnida, Y. (2023). Examining the roles of labor factors, investment, and industrialization in poverty alleviation: Empirical evidence from Sumatra, Indonesia. Poverty Public Policy, 15, 431–446. https://doi.org/10.1002/pop4.385

Rinaldi, M., Pakpahan, G., Sihombing, L. V. F., & Pranatalia, R. (2025). Pengaruh ketimpangan ekonomi terhadap tingkat kemiskinan di Indonesia. JoSES: Journal of Sharia Economics Scholar, 3(2), 1–7. https://doi.org/10.5281/zenodo.15874174%0A

Silva, I. De, & Sumarto, S. (2014). Does economic growth really benefit the poor? Income distribution dynamics and pro-poor growth in Indonesia. Bulletin of Indonesian Economic Studies, 50(2), 227–242. https://doi.org/10.1080/00074918.2014.938405

The World Bank. (2015). Sulawesi Development Diagnostic : Achieving Shared Prosperity. https://documents1.worldbank.org/curated/en/707811469181933626/pdf/107184-WP-SulawesiDevelopmentDiagnoticEnglish-PUBLIC.pdf

Downloads

Published

2026-01-08

How to Cite

Linda Rosalina, Listia, & Unggul Heriqbaldi. (2026). The Role of Economic Growth and Income Inequality on Poverty Levels in Sulawesi: A Panel Data Regression Approach. Al-Kharaj: Journal of Islamic Economic and Business, 8(1). https://doi.org/10.24256/kharaj.v8i1.8907

Citation Check

Similar Articles

<< < 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 > >> 

You may also start an advanced similarity search for this article.