Interpretive Structural Modeling of Tobacco Farmer Institutions: Pathways to Strengthen Economic Resilience and Welfare in Bojonegoro, Indonesia
Abstract
The plantation sub-sector plays a strategic role in Indonesia’s economy, with tobacco being one of the most important and competitive commodities contributing to regional income and employment. Bojonegoro Regency is recognized as one of the main tobacco production centers in Indonesia, yet its farmer institutions remain weak and fragmented. This study addresses the gap in understanding the structural relationships among institutional actors involved in tobacco farming. The objective was to analyze the hierarchical structure and interaction patterns of these actors to strengthen institutional performance and sustainability. The Interpretive Structural Modeling (ISM) method was applied using data collected from experts and key stakeholders in Bojonegoro’s tobacco farming sector. The ISM results revealed that tobacco farmers, PT. AOI, and the Agricultural Service possess the highest driving power and occupy the Independent sector, acting as the main driving forces of institutional development. Meanwhile, Farmer Groups and Suppliers have the lowest driving power, categorized as Dependent actors, indicating their heavy reliance on institutional and policy support. These findings highlight that improving institutional sustainability requires strengthening collaboration between independent and dependent actors, while optimizing the coordinating role of linkage actors such as the Regional Government and Agricultural Extension Workers. Overall, the study provides practical insights for policymakers to design targeted interventions that enhance the effectiveness and resilience of tobacco farmer institutions in Bojonegoro Regency.
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Arfianto, A. (2012). Farmers’ Responses to the Development of a Participatory Farming Model in Tobacco Cultivation (PMUP) di Tlahab Village, Kledung Subdistrict, Te-manggung Regency. Jurnal Pembangunan Wilayah dan Kota, 8(2), 105-117. https://doi.org/10.14710/pwk.v8i2.11563
Attri, R., Dev, N., & Sharma, V. (2013). Interpretive Structural Modelling (ISM) approach: An Overview. Research Journal of Management Sciences, 2(2), 3-8. https://www.isca.me/IJMS/Archive/v2/i2/2.ISCA-RJMS-2012-054.php
Awan, U., Kraslawski, A., & Huiskonen, J. (2018). Understanding influential factors on imple-menting social sustainability practices in Manufacturing Firms: An interpretive structural modelling (ISM) analysis. Procedia Manufacturing, 17, 1039–1048. https://doi.org/10.1016/j.promfg.2018.10.082
Bella, A., Swarnata, A., Vulovic, V., Nugroho, D., Meilissa, Y., Usman, U., & Dartanto, T. (2024). Macroeconomic impact of tobacco taxation in Indonesia. Tobacco Control, 33(2), 108–114. https://doi.org/10.1136/tc-2022-057735
Bojonegoro Regency Food Security and Agriculture Service Office. (2022). Agricultural De-velopment Report 2022. Bojonegoro Regency Government.
Center for Agricultural Data & Information System. (2022). Agricultural Statistics 2022. Jakar-ta: Ministry of Agriculture - Republic of Indonesia. Accessed date: May 2025, from: https://repository.pertanian.go.id/items/94d6f800-026b-4433-a050-9125b247341e
Central Bureau of Statistics of East Java Provnice. (2022). East Java in Figures 2023. Sura-baya: Central Bureau of Statistics of East Java Province.
Dang, H. L., Li, E., Nuberg, I., & Bruwer, J. (2014). Understanding farmers’ adaptation inten-tion to climate change: A structural equation modelling study in the Mekong Delta, Vi-etnam. Environmental Science & Policy, 41, 11–22. https://doi.org/10.1016/j.envsci.2014.04.002
Danuartha, D., Cantika Mauly Nur Zahra, & Hafizh Alfaris. (2024). Tobacco Farmer Group Management System in Cimeuhmal Village to Improve Efficiency and Farmers’ Welfare. Inventor: Journal of Innovation and Trends in Information Technology Education, 2(1), 10–18. https://doi.org/10.37630/inventor.v2i1.1328
Do, Y. K., & Park, K. (2009). Local governments’ dependence on tobacco tax revenue: A de-terrent to tobacco control in the Republic of Korea. Bulletin of the World Health Organi-zation, 87(9), 692–699. https://doi.org/10.2471/BLT.08.056051
Durroh, B., Masahid, & Fitriyani, H. (2024). Analysis of Tobacco Production and Price Trends in Bojonegoro. Jurnal Ilmiah Sosio Agribis, 24(2), 113–120. https://doi.org/10.30742/jisa24220244127
Fanani, A., Anggraeni, L., & Syaukat, Y. (2015). The Influence of Partnership on Tobacco Farming Business Risk in Bojonegoro Regency, East Java Province. Jurnal Mana-jemen dan Agribisnis, 12(3), 194–203. https://doi.org/10.17358/JMA.12.3.194
Farhan, M., Susilowati, S. H., & Hariono, B. (2021). Structural model of main problems to de-veloping agribusiness tobacco-based non-smoking diversified products in jember. Food and Agricultural Sciences: Polije Proceedings Series, 3(1), 33-41. Retrieved 25 May 2026 from https://proceedings.polije.ac.id/index.php/food-science/article/view/155
Fariadi, H. (2018). Analysis of the Institutional Structuring of Sustainable Food-Independent Villages Using the Interpretative Structural Modeling (ISM) Method in Central Bengkulu Regency. Agritepa: Journal of Agricultural Science and Technology, 3(2), 75–84. https://doi.org/10.37676/agritepa.v3i2.535
Irianto, H., Mujiyo, M., Qonita, A., Sulistyo, A., Wida Riptanti, E. (2021). The development of jarak towo cassava as a high economical raw material in sustainability-based food pro-cessing industry. AIMS Agriculture and Food, 6(1), 125–141. https://doi.org/10.3934/agrfood.2021008
Irmayani, Aziz, A., & Mansur. (2025). Strategy for Strengthening Arabica Coffee Agribusiness Institutions Through an Interpretative Structural Modelling Approach in South Sulawesi, Indonesia. Jurnal AGRISEP, 24(1), 217–230. https://doi.org/10.31186/jagrisep.24.01.217-230
Jayant, A., & Azhar, M. (2014). Analysis of the Barriers for Implementing Green Supply Chain Management (GSCM) Practices: An Interpretive Structural Modeling (ISM) Approach. Procedia Engineering, 97, 2157–2166. https://doi.org/10.1016/j.proeng.2014.12.459
Muafidah, L., Durroh, B., & Masahid. (2024). Sustainable Tobacco Agribusiness Development Model Using the Analytic Network Process (ANP) Method in Bojonegoro Regency 10(2). http://dx.doi.org/10.25157/ma.v10i2.14207
Munawaroh, W., Raharto, S., & Suwandari, A. (2017). Analisis Pendapatan Dan Strategi Pengembangan Usaha Tani Tembakau Rajang Samporis. Jurnal Agribest, 1(1). https://doi.org/10.32528/agribest.v1i1.1251
Poduval, P. S., Pramod, V. R., & V. P., J. R. (2015). Interpretive Structural Modeling (ISM) and its application in analyzing factors inhibiting implementation of Total Productive Maintenance (TPM). International Journal of Quality & Reliability Management, 32(3), 308–331. https://doi.org/10.1108/IJQRM-06-2013-0090
PRMP. (2025). Masa Depan Industri Tembakau Indonesia. Pusat Perakitan dan Modernisasi Pertanian Perkebunan, Ministry of Agriculture of the Republic of Indonesia.
Purba, M. L., Nainggolan, Z., & Sihotang, J. (2021). Analisis Pengaruh Jumlah Produksi, Nilai Tukar Dan Harga Internasional Terhadap Ekspor Tembakau Indonesia Tahun 1990 – 2019. Journal of Economics and Business, 2(2), 18–28. https://doi.org/10.36655/jeb.v2i2.551
Rokhani, R., Fauziyah, D., Supriono, A., Hariyati, Y., Raharto, S., Hapsari, T. D., Adi, A. H., Khasan, A. F., & Rondhi, M. (2021). Factors Affecting the Participation of Sugarcane and Tobacco Farmers in Farmer Groups, Associations and Cooperatives in Indonesia. Caraka Tani: Journal of Sustainable Agriculture, 36(2), 340. https://doi.org/10.20961/carakatani.v36i2.46817
Sugiyono. (2011). Metode Penelitian Kuantitatif, Kualitatif dan R&D. Bandung: Alfabeta
Swarnata, A., Kamila, F. Z., Melinda, G., & Adrison, F. (2024). The Impoverishing Effect of Tobacco Use in Indonesia. 26(10), 1331-1338,. https://doi.org/10.1093/ntr/ntae088
Thakkar, J., Deshmukh, S. G., Gupta, A. D., & Shankar, R. (2006). Development of a bal-anced scorecard: An integrated approach of Interpretive Structural Modeling (ISM) and Analytic Network Process (ANP). International Journal of Productivity and Performance Management, 56(1), 25–59. https://doi.org/10.1108/17410400710717073
Wahyono, N. D., Kurniawati, D., Harkat, A., Edwinsyah, M., Putra, Y., Pratama, F. E. A., & Atmajaya, A. W. W. (2024). The Design and Development of a Sustainable Supply Chain System Model for Agroindustry of Cigar Waste at CV Dwipa Nusantara Tobacco Jember. Jurnal Ilmiah Inovasi, 24(3), 179-194. Retrieved 25 May 2025 from https://publikasi.polije.ac.id/jii/article/view/5527
Wang, F., Hu, X., & Liu, J. (2015). Research on Environment Factors of Differential Manage-ment System of Tobacco Farmers Based on ISM Model. In Proceedings of the 2015 In-ternational Forum on Energy, Environment Science and Materials, Shenzen, China. https://doi.org/10.2991/ifeesm-15.2015.70
Yang, H., Klerkx, L., & Leeuwis, C. (2014). Functions and limitations of farmer cooperatives as innovation intermediaries: Findings from China. Agricultural Systems, 127, 115–125. https://doi.org/10.1016/j.agsy.2014.02.005
Yaqin, A., & Ridho, M. I. (2025). Dinamika Sosial-Ekonomi Petani Tembakau Di Indonesia: Studi Kesejahteraan dan Keberlanjutan. I’THISOM : Jurnal Ekonomi Syariah, 4(1), 574–584. https://doi.org/10.70412/its.v4i1.169
Yusianto, R., Marimin, Suprihatin, & Hardjomidjojo, H. (2019). An Interpretive Structural Mod-eling (ISM) approach for Institutional Development in the Central Java Potato Agroin-dustry. In 2019 International Seminar on Application for Technology of Information and Communication (iSemantic), 282–287. https://doi.org/10.1109/ISEMANTIC.2019.8884325
DOI: https://doi.org/10.37046/jaj.v7i1.32064
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