Vol. 12 No. 4 (2026): In Progress
Open Access
Peer Reviewed

Factors Influencing Shift of Livelihoods from the Agricultural to Non-Agricultural Sector in the Nickel Mining Area of Central Halmahera Regency

Authors

DOI:

10.29303/jppipa.v12i4.14832

Published:

2026-04-30

Downloads

Abstract

Indonesia has several leading sectors that support the national economy, one of which is the agricultural sector. However, over time, there has been a significant shift of labor from the agricultural sector to non-agricultural sectors. This large-scale labor migration has implications for the development and sustainability of the agricultural sector. In the context of North Maluku, the mining sector has emerged as a leading economic sector, particularly in regions such as Central Halmahera. The presence of the mining industry has contributed to changes in local livelihood structures, marked by a shift of labor from the agricultural sector to non agricultural sectors that develop as multiplier effects of mining activities. This study aims to identify the factors influencing the transition of livelihoods from the agricultural sector to non-agricultural sectors in mining areas surrounding Central Halmahera. The research employs descriptive analysis and multiple linear regression methods. The independent variables examined include the reduction of agricultural land (X1), income uncertainty in the agricultural sector (X2), job opportunities in non-agricultural sectors (X3), and income stability in non-agricultural sectors (X4). The results show that the partial regression analysis (t-test) indicate that the reduction of agricultural land (X1) and employment opportunities in the non-agricultural sector (X3) have a statistically significant influence on livelihood shifting (Y). In contrast, uncertainty in the agricultural sector (X2) and income stability in non-agricultural sectors (X4) do not demonstrate a statistically significant influence on livelihood shifting (Y). Furthermore, the results of the simultaneous analysis indicate that these variables collectively have a significant influence on the shift in livelihoods from the agricultural sector to non-agricultural sectors

Keywords:

Agricultural sector Change of livelihoods Mining areas Non agricultural sector

References

Asgaf, K., Hifizah, A., Astati, Ananda, S., Jamili, M. A., & Mukhlis. (2025). Application of Fermented Feed Technology to Improve Beef Cattle Business Efficiency and Student Agribusiness Learning. Jurnal Penelitian Pendidikan IPA, 11(5), 604–610. https://doi.org/10.29303/jppipa.v11i5.11135 DOI: https://doi.org/10.29303/jppipa.v11i5.11135

BPS. (2024). Laporan Perekonomian Indonesia 2024. Retrieved from https://www.bps.go.id/id/publication/2024/09/20/3f6dbcd515737b5c8e40d497/laporan-perekonomian-indonesia-2024.html

Coulibaly, B., & Li, S. (2020). Impact of agricultural land loss on rural livelihoods in peri-urban areas: Empirical evidence from sebougou, mali. Land, 9(12), 1–20. https://doi.org/10.3390/land9120470 DOI: https://doi.org/10.3390/land9120470

Danso-Abbeam, G., Dagunga, G., & Ehiakpor, D. S. (2020). Rural non-farm income diversification: implications on smallholder farmers’ welfare and agricultural technology adoption in Ghana. Heliyon, 6(11). https://doi.org/10.1016/j.heliyon.2020.e05393 DOI: https://doi.org/10.1016/j.heliyon.2020.e05393

Degefu, S. (2025). Patterns, determinants and contributions of rural livelihood diversification strategies among smallholder farmers in Guliso District, Western Ethiopia. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-02037-4 DOI: https://doi.org/10.1007/s43621-025-02037-4

Faisal Anwar, A., Wulan Sari, D., Islamiya, H. A. T., Raja Ahmad, R. A., & Salimah Alias, N. (2024). Understanding the impact of mining activities and human capital improvement on achieving sustainable development goals; evidence from East Luwu, Indonesia. Cogent Economics and Finance, 12(1). https://doi.org/10.1080/23322039.2024.2386401 DOI: https://doi.org/10.1080/23322039.2024.2386401

FAO. (2022). Youth and Agrifood Systems Transformation, Food and Agriculture Organization of the United Nations, 2022. The State of Food and Agriculture.

FAO. (2024). FAO adds to data coverage of employment in agrifood systems. The State of Food and Agriculture.

Hastuti, Dartanto, T., Halimatussadiah, A., & Rifin, A. (2025). Climate change and labor mobility: A longitudinal study of agricultural households in Indonesia. World Development Perspectives, 40(March), 100750. https://doi.org/10.1016/j.wdp.2025.100750 DOI: https://doi.org/10.1016/j.wdp.2025.100750

Haviz, M., Suryaman, R., & Tri, R. (2021). Fenomena Alih Fungsi Lahan: Apakah Tenaga Kerja dapat Berpindah dari Sektor Pertanian Ke Sektor Lain? Studi Kasus Kabupaten Bekasi. Jurnal Riset Ilmu Ekonomi, 1(1), 1-11. https://doi.org/10.23969/jrie.v1i1.8 DOI: https://doi.org/10.23969/jrie.v1i1.8

Heijlen, W., & Duhayon, C. (2024). An empirical estimate of the land footprint of nickel from laterite mining in Indonesia. Extractive Industries and Society, 17(May), 101421. https://doi.org/10.1016/j.exis.2024.101421 DOI: https://doi.org/10.1016/j.exis.2024.101421

Karsadi, & La, A. (2023). Multidimensional Impacts of Nickel Mining Exploitation towards the Lives of the Local Community. Jurnal Ilmu Sosial Dan Humaniora, 12(2), 222–227. https://doi.org/10.23887/jish.v12i2.58881 DOI: https://doi.org/10.23887/jish.v12i2.58881

Khairani, E., Yasin, F., & Rahmadani, S. (2025). Socioeconomic Changes In The Community After Switching To Mining In Jorong Tanjuang Bungo, Nagari Ganggo Hilia, Bonjol District, Pasaman Regency. Jurnal Sosiologi Nusantara, 11(2), 298–317. https://doi.org/10.33369/jsn.11.2.298-317 DOI: https://doi.org/10.33369/jsn.11.2.298-317

Komba, B. P., Fatima, A., Mushtaq, K., & Hassan, S. (2023). Farmland Loss and Livelihood Effects: Diamond and Gold Mining Implications on Farmers’ Sustainability in Sierra Leone. Journal of Economic Impact, 5(3), 238-245. https://doi.org/10.52223/econimpact.2023.5309 DOI: https://doi.org/10.52223/econimpact.2023.5309

Marpaung, B., & Hubbansyah, A. K. (2025). Determinants of Sectoral Labor Migration and Their Contribution to Enhancing Labor Productivity: A Case Study from Indonesia. Journal of Economics and Business, 8(2), 129–142. https://doi.org/10.31014/aior.1992.08.02.668 DOI: https://doi.org/10.31014/aior.1992.08.02.668

Mukhlis, Hendriani, R., Sari, N., Firsta Wisra, R., Fitrianti, S., & Lutfi, U. M. (2023). Analisis Pendapatan Petani Model Usahatani Terpadu Jagung-Sapi Di Kecamatan Payakumbuh. Jurnal Penelitian Pertanian Terapan, 23(2), 254–261. http://dx.doi.org/10.25181/jppt.v23i2.2953 DOI: https://doi.org/10.25181/jppt.v23i2.2793

Mukhlis, Hendriani, R., Sari, R. I. K., & Sari, N. (2022). Analisis Produksi dan Faktor Produksi Usaha Tani Terpadu Tanaman Padi dan Ternak Sapi di Nagari Taram Kecamatan Harau. Jurnal Penelitian Pertanian Terapan, 22(2), 104–110. https://doi.org/10.25181/jppt.v22i2.2581 DOI: https://doi.org/10.25181/jppt.v22i2.2581

Mukhlis, M., Ismawati, I., Sillia, N., Fitrianti, S., Ukrita, I., Wisra, R. F., Raflis, H., Hendriani, R., Hanum, L., Ibrahim, H., Nofianti, S., Marta, A., & Sari, N. (2024). Characteristics of Production Factors and Production of Zero Tillage System Rice Farming. Jurnal Penelitian Pendidikan IPA, 10(8), 6013–6019. https://doi.org/10.29303/jppipa.v10i8.8542 DOI: https://doi.org/10.29303/jppipa.v10i8.8542

Mukhlis, Noer, M., Nofialdi, & Mahdi. (2019). Analysis of income and feasibility of rice-cattle integration system farming based on enterprises scale. Journal of Advanced Research in Dynamical and Control Systems, 11(7), 544–553. Retrieved from https://www.jardcs.org/abstract.php?id=2678

OECD. (2025). Agricultural Policy Monitoring and Evaluation 2025: Indonesia country chapter. OECD Publishing.

Pambudi. (2025). The Paradox of Nickel Investment in Indonesia. Environmental Pollution Journal, 5(3), 299–319. Retrieved from https://ecotonjournal.id/index.php/epj/article/view/339

Saba, S., Sarker, M. A. R., & Gow, J. (2022). Determinants of non-farm income diversification strategies and decisions of Bangladesh farm households. Economic Analysis and Policy, 76, 226–235. https://doi.org/10.1016/j.eap.2022.08.007 DOI: https://doi.org/10.1016/j.eap.2022.08.007

Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif dan Kombinasi (mixed methods). Alfabeta.

Tufa, D. E., & Megento, T. L. (2022). The effects of farmland conversion on livelihood assets in peri-urban areas of Addis Ababa Metropolitan city, the case of Akaki Kaliti sub-city, Central Ethiopia. Land Use Policy, 119(September), 106197. https://doi.org/10.1016/j.landusepol.2022.106197 DOI: https://doi.org/10.1016/j.landusepol.2022.106197

Utomo, B. A., Darmawan, A., & Plamadeala, C. (2025). From Farms to Cities: Understanding Labor Migration Determinants in Indonesia’s Agricultural Sector During Structural Transformation. Media Analisa Masalah Administrasi, 28(01), 1–14. https://doi.org/10.30649/aamama.v28i1.280

World Bank. (2025). Transforming Metals and Minerals into Jobs and Lasting Prosperity. Retrieved from https://www.worldbank.org/en/news/immersive-story/2025/12/12/turning-minerals-and-metals-into-development

Author Biographies

Mardiyani Sidayat, Khairun University, Maluku Utara

Author Origin : Indonesia

Sartika Syafi, Khairun University, Maluku Utara

Author Origin : Indonesia

Eka Kusuma Dewi, Khairun University, Maluku Utara

Author Origin : Indonesia

Mukhlis, Politeknik Pertanian Negeri Payakumbuh, Lima Puluh Kota

Author Origin : Indonesia

Downloads

Download data is not yet available.

How to Cite

Sidayat, M., Syafi, S., Dewi, E. K., & Mukhlis, M. (2026). Factors Influencing Shift of Livelihoods from the Agricultural to Non-Agricultural Sector in the Nickel Mining Area of Central Halmahera Regency. Jurnal Penelitian Pendidikan IPA, 12(4), 936–941. https://doi.org/10.29303/jppipa.v12i4.14832