Spatial patterns and inequality of Blue Economy sustainability in Indonesia: Evidence from the 2024 Indonesia Blue Economy Index

Authors

  • Abdul Azis Universitas Negeri Malang, Malang, Indonesia Author
  • Etty Soesilowati Universitas Negeri Malang, Malang, Indonesia Author
  • Thomas Soseco Universitas Negeri Malang, Malang, Indonesia Author
  • Inayati Nuraini Dwiputri Universitas Negeri Malang, Malang, Indonesia Author
  • Farida Rahmawati Universitas Negeri Malang, Malang, Indonesia Author
  • Agus Romadhon Universitas Trunodjoyo Madura, Bangkalan, Indonesia Author
  • Endang Tri Wahyurini Universitas Islam Madura, Pamekasan, Indonesia Author

DOI:

https://doi.org/10.67964/9acm8y14

Keywords:

Indonesia Blue Economy Index, Spatial inequality, Spatial autocorrelation, Blue economy clusters, Blue economy sustainability

Abstract

The blue economy has become a strategic approach to integrating marine resource utilization with environmental sustainability and societal well-being, yet its performance remains uneven across regions. This study aims to analyze the spatial distribution and dependence of blue economy sustainability across 34 Indonesian provinces using the 2024 Indonesia Blue Economy Index (IBEI). Exploratory Spatial Data Analysis (ESDA) was conducted using Global Moran’s I and Local Indicators of Spatial Association (LISA) with a Queen contiguity spatial weight matrix. The results show that IBEI scores range from 11.61 to 66.51, with a mean of 37.24, while Moran’s I of 0.290 indicates positive spatial autocorrelation. LISA identifies South Sulawesi as High–High, South Sumatra and Lampung as Low–Low, West Sulawesi as Low–High, and the Riau Islands as High–Low. These findings demonstrate distinct spatial configurations of blue economy inequality and provide a basis for differentiated regional policies tailored to the spatial characteristics of each province.

Abstrak

Ekonomi biru menjadi pendekatan strategis untuk mengintegrasikan pemanfaatan sumber daya laut dengan keberlanjutan lingkungan dan kesejahteraan masyarakat, tetapi kinerjanya menunjukkan ketimpangan antardaerah. Penelitian ini bertujuan menganalisis distribusi dan ketergantungan spasial keberlanjutan ekonomi biru pada 34 provinsi di Indonesia berdasarkan Indonesia Blue Economy Index (IBEI) 2024. Penelitian menggunakan Exploratory Spatial Data Analysis (ESDA) melalui Global Moran’s I dan Local Indicators of Spatial Association (LISA) dengan matriks bobot spasial Queen contiguity. Hasil menunjukkan IBEI berkisar 11,61–66,51 dengan rata-rata 37,24, sedangkan Moran’s I sebesar 0,290 mengindikasikan autokorelasi spasial positif. LISA mengidentifikasi Sulawesi Selatan sebagai High–High, Sumatera Selatan dan Lampung sebagai Low–Low, Sulawesi Barat sebagai Low–High, serta Kepulauan Riau sebagai High–Low. Temuan ini menunjukkan bahwa ketimpangan ekonomi biru memiliki konfigurasi spasial yang berbeda dan memberikan dasar bagi kebijakan regional yang lebih terdiferensiasi sesuai karakteristik spasial setiap provinsi.

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References

Amran, A., Khaw, T. Y., & Harymawan, I. (2025). Navigating the blue economy: Challenges, governance, and pathways for enterprises. Journal of Cleaner Production, 523, 146407. https://doi.org/10.1016/j.jclepro.2025.146407

Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x

Azis, A., Soesilowati, E., Sosecco, T., Dwiputri, I. N., Rahmawati, F., & Nugraha, H. A. (2026). Spatial dynamics and regional spillover effects of manufacturing GDP growth in Indonesia. The Journal of Indonesia Sustainable Development Planning, 7(1), 128–139. https://doi.org/10.46456/jisdep.v7i1.1025

Bennett, N. J., Cisneros-Montemayor, A. M., Blythe, J., Silver, J. J., Singh, G., Andrews, N., Calò, A., Christie, P., Di Franco, A., Finkbeiner, E. M., Gelcich, S., Guidetti, P., Harper, S., Hotte, N., Kittinger, J. N., Le Billon, P., Lister, J., López De La Lama, R., McKinley, E., … Sumaila, U. R. (2019). Towards a sustainable and equitable blue economy. Nature Sustainability, 2(11), 991–993. https://doi.org/10.1038/s41893-019-0404-1

Bhattacharya, P., & Dash, A. K. (2021). Determinants of blue economy in Asia-Pacific island countries: A study of tourism and fisheries sectors. Ocean & Coastal Management, 211, 105774. https://doi.org/10.1016/j.ocecoaman.2021.105774

Cisneros-Montemayor, A. M., Moreno-Báez, M., Reygondeau, G., Cheung, W. W. L., Crosman, K. M., González-Espinosa, P. C., Lam, V. W. Y., Oyinlola, M. A., Singh, G. G., Swartz, W., Zheng, C., & Ota, Y. (2021). Enabling conditions for an equitable and sustainable blue economy. Nature, 591(7850), 396–401. https://doi.org/10.1038/s41586-021-03327-3

Cisneros-Montemayor, A. M., Moreno-Báez, M., Voyer, M., Allison, E. H., Cheung, W. W. L., Hessing-Lewis, M., Oyinlola, M. A., Singh, G. G., Swartz, W., & Ota, Y. (2019). Social equity and benefits as the nexus of a transformative blue economy: A sectoral review of implications. Marine Policy, 109, 103702. https://doi.org/10.1016/j.marpol.2019.103702

Clark Howard, B. (2018). Blue growth: Stakeholder perspectives. Marine Policy, 87, 375–377. https://doi.org/10.1016/j.marpol.2017.11.002

Cohen, P. J., Allison, E. H., Andrew, N. L., Cinner, J., Evans, L. S., Fabinyi, M., Garces, L. R., Hall, S. J., Hicks, C. C., Hughes, T. P., Jentoft, S., Mills, D. J., Masu, R., Mbaru, E. K., & Ratner, B. D. (2019). Securing a just space for small-scale fisheries in the blue economy. Frontiers in Marine Science, 6, 171. https://doi.org/10.3389/fmars.2019.00171

De Luca Peña, L. V., Dewulf, J., Staes, J., Moulaert, I., Vandamme, S., Heymans, J. J., & Taelman, S. E. (2024). Assessing the sustainability of blue economy activities using an ecosystem and life cycle-based approach: Possibilities, challenges and implications for an informed policy making. Ocean & Coastal Management, 257, 107360. https://doi.org/10.1016/j.ocecoaman.2024.107360

Ding, Y., & Tabeta, S. (2024). A comprehensive index for assessing the sustainable blue economy: A Japanese application. Ocean & Coastal Management, 258, 107401. https://doi.org/10.1016/j.ocecoaman.2024.107401

Fu, X.-M., Wu, W.-Y., Lin, C.-Y., Ku, H.-L., Wang, L.-X., Lin, X.-H., & Liu, Y. (2022). Green innovation ability and spatial spillover effect of marine fishery in China. Ocean & Coastal Management, 228, 106310. https://doi.org/10.1016/j.ocecoaman.2022.106310

Garland, M., & Heidkamp, C. P. (2019). The blue economy: Identifying geographic concepts and sensitivities. Geography Compass, 13(7), e12445. https://doi.org/10.1111/gec3.12445

Gerhardinger, L. C., Andrade, M. M., Corrêa, M. R., & Turra, A. (2020). Crafting a sustainability transition experiment for the Brazilian blue economy. Marine Policy, 120, 104157. https://doi.org/10.1016/j.marpol.2020.104157

González-Espinosa, P. C., Singh, G. G., & Cisneros-Montemayor, A. M. (2025). Implementing the blue economy: Analysis of indicator interrelationships across countries and over time. Ocean & Coastal Management, 262, 107589. https://doi.org/10.1016/j.ocecoaman.2025.107589

He, S., Fang, C., & Zhang, W. (2017). A geospatial analysis of multi-scalar regional inequality in China and in metropolitan regions. Applied Geography, 88, 199–212. https://doi.org/10.1016/j.apgeog.2017.08.017

Hossain, M. A., Islam, M. N., Fatima, S., Kibria, M. G., Ullah, E., & Hossain, M. E. (2024). Pathway toward sustainable blue economy: Consideration of greenhouse gas emissions, trade, and economic growth in 25 nations bordering the Indian Ocean. Journal of Cleaner Production, 437, 140708. https://doi.org/10.1016/j.jclepro.2024.140708

Jouffray, J.-B., Blasiak, R., Norström, A. V., Österblom, H., & Nyström, M. (2020). The blue acceleration: The trajectory of human expansion into the ocean. One Earth, 2(1), 43–54. https://doi.org/10.1016/j.oneear.2019.12.016

Kementerian Perencanaan Pembangunan Nasional/Badan Perencanaan Pembangunan Nasional (Bappenas). (2025). Indeks ekonomi biru Indonesia 2024. Kementerian PPN/Bappenas.

Kontovas, C., Armada Bras, A., Chang, C.-H., Romano, A., Poo, M. C.-P., Wang, J., et al. (2022). Fostering innovation in the blue economy within the United Kingdom (UK): A stakeholders’ perspective. Ocean & Coastal Management, 224, 106143. https://doi.org/10.1016/j.ocecoaman.2022.106143

Lee, K.-H., Noh, J., & Khim, J. S. (2020). The blue economy and the United Nations’ sustainable development goals: Challenges and opportunities. Environment International, 137, 105528. https://doi.org/10.1016/j.envint.2020.105528

Marwa, T., Muizzuddin, Bashir, A., Andaiyani, S., & Cahyadi, A. (2024). Determinants of the blue economy growth in the era of sustainability: A case study of Indonesia. Economies, 12(11), 299. https://doi.org/10.3390/economies12110299

Midlen, A. (2021). What is the blue economy? A spatialised governmentality perspective. Maritime Studies, 20(4), 423–448. https://doi.org/10.1007/s40152-021-00240-3

Mogiła, Z., Ciołek, D., Torój, A., & Zaucha, J. (2024). How important is the blue economy for regional development?—The case of Poland. Marine Policy, 168, 106303. https://doi.org/10.1016/j.marpol.2024.106303

Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1), 17–23.

Ni, Y., Du, P., & Rong, M. (2024). Does the differentiated blue product structure affect country's blue economy status? Evidence from complex network and spatial econometric analysis. Environment, Development and Sustainability, 26, 9397–9420. https://doi.org/10.1007/s10668-023-03100-8

Roy, S., Majumder, S., Bose, A., & Chowdhury, I. R. (2024). The rich-poor divide: Unravelling the spatial complexities and determinants of wealth inequality in India. Applied Geography, 166, 103267. https://doi.org/10.1016/j.apgeog.2024.103267

Santoso, E., Ismail, M., Noor, I., & Ekawaty, M. (2019). Geographical pattern of economic activities: An evidence from large and medium manufacturing industries in Indonesia. IOP Conference Series: Earth and Environmental Science, 328(1), 012038. https://doi.org/10.1088/1755-1315/328/1/012038

Santoso, E., Priyono, T. H., Yunitasari, D., & Anggraini, S. (2025). The analysis of local regression of industrial agglomeration on the economic growth in Indonesia. Wiga: Jurnal Penelitian Ilmu Ekonomi, 15(1), 80–90. https://doi.org/10.30741/wiga.v15i1.1402

Sarker, S., Bhuyan, M. A. H., Rahman, M. M., Islam, M. A., Hossain, M. S., Basak, S. C., & Islam, M. M. (2018). From science to action: Exploring the potentials of blue economy for enhancing economic sustainability in Bangladesh. Ocean & Coastal Management, 157, 180–192. https://doi.org/10.1016/j.ocecoaman.2018.03.001

Silver, J. J., Gray, N. J., Campbell, L. M., Fairbanks, L. W., & Gruby, R. L. (2015). Blue economy and competing discourses in international oceans governance. The Journal of Environment & Development, 24(2), 135–160. https://doi.org/10.1177/1070496515580797

Smith-Godfrey, S. (2016). Defining the blue economy. Maritime Affairs: Journal of the National Maritime Foundation of India, 12(1), 58–64. https://doi.org/10.1080/09733159.2016.1175131

Trenggono, S. W., Meilano, I., Latief, H., Diantara, S. D., Sakti, W. I., Ketaren, D. G. K., Winata, I. N. P., Yuwono, T., Syamdidi, Arthatiani, F. Y., Kasim, K., & Radiarta, I. N. (2025). Innovation in the blue economy and environmental sustainability in marine and fisheries strategy. Global Journal of Environmental Science and Management, 11(2), 497–518. https://doi.org/10.22034/gjesm.2025.02.08

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Published

2026-09-23

How to Cite

Azis, A., Soesilowati, E., Soseco, T., Dwiputri, I. N., Rahmawati, F., Romadhon, A., & Wahyurini, E. T. (2026). Spatial patterns and inequality of Blue Economy sustainability in Indonesia: Evidence from the 2024 Indonesia Blue Economy Index. Novera: Journal of Economics and Business, 1(1), 141-159. https://doi.org/10.67964/9acm8y14