The Simulation of Investment Cost and Operational Cost to Improve the Financial Performance of Agroindustry SME Units of Cocoa in North Lombok Regency, Indonesia

Authors

Halil Halil

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Tajidan Tajidan

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Efendy Efendy

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Edy Fernandez

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Sharfina Nabilah

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Sri Mulyawati

Agribusiness Study Program, Faculty of Agriculture, University of Mataram (Indonesia)

Article Information

DOI: 10.47772/IJRISS.2026.100700231

Subject Category: Education

Volume/Issue: 10/7 | Page No: 3350-3360

Publication Timeline

Submitted: 2026-07-12

Accepted: 2026-07-17

Published: 2026-07-29

Abstract

Investment and operational costs are key determinants of the financial feasibility of a cocoa processing business unit; therefore, it is necessary to conduct simulations to assess the cocoa processing business's resilience to potential future cost increases. This research aims to fill the research gap by presenting a comprehensive model of investment and operational cost simulation. The simulation model is specifically designed to align with the socio-economic and operational characteristics of cocoa agro-industry SMEs in North Lombok Regency. This research is designed based on dynamic modeling, which functions as a simulation tool to estimate the behavior of cost components over time. Through analysis of financial feasibility using a dynamic model, the interaction and causal links among financial variables in the cocoa agro-industry subsystem can be considered feasible for sustainable implementation. The results of the study show that the cocoa agro-industry business is feasible to be carried out at an interest rate of 12% per year, but it is sensitive to an increase in investment costs and operational costs of 10%, so there is a risk if there is an increase in investment costs and operational costs in the future. Therefore, it is necessary to avoid unnecessary cost components while maintaining production capacity and securing efficient input prices.

Keywords

cocoa, financial, investment cost, operational cost, simulation

Downloads

References

1. Afoakwa, E.O. (2016). Cocoa production and processing technology. CRC Press. https://library.instiperjogja.ac.id/index.php?p=show_detail&id=8918 [Google Scholar] [Crossref]

2. Central Bureau of Statistics North Lombok Regency. (2024). North Lombok Regency in Figures 2024. BPS KLU. https://lombokutarakab.bps.go.id/id/publication/2024/02/28/c8d6173f31f29dc970095647/kabupaten-lombok-utara-dalam-angka-2024.html [Google Scholar] [Crossref]

3. Beckett, S.T. (2019). The science of chocolate (3rd ed.). Royal Society of Chemistry. https://www.perlego.com/book/844049/the-science-of-chocolate-pdf [Google Scholar] [Crossref]

4. Boardman, A.E., Greenberg, D.H., Vining, A.R., & Weimer, D.L. (2018). Cost-benefit analysis: Concepts and practice (5th ed.). Cambridge University Press. https://assets.cambridge.org/97811084/15996/frontmatter/9781108415996_frontmatter.pdf [Google Scholar] [Crossref]

5. Brigham, E. F., & Ehrhardt, M. C. (2020). Financial management: Theory & practice (16th ed.). Cengage Learning. https://books.google.co.id/books/about/Financial_Management_Theory_Practice.html?hl=id&id=yL4aCgAAQBAJ&redir_esc=y [Google Scholar] [Crossref]

6. Central Bureau of Statistics. (2023). Plantation Area by Province (Thousand Hectare), 2023. https://www.bps.go.id/en/statistics-table/2/MTMxIzI=/plantation-area-by-province.html [Google Scholar] [Crossref]

7. Creswell, J. W., & Creswell, J. D. (2018). Research design: qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications. https://www.ucg.ac.me/skladiste/blog_609332/objava_105202/fajlovi/Creswell.pdf [Google Scholar] [Crossref]

8. Gittinger, JP (2018). Economic Analysis of Projects Agriculture ( Edition Translation ). University of Indonesia Press. https://lib.ui.ac.id/detail?id=5872 [Google Scholar] [Crossref]

9. Hadinata, S., & Marianti, M. M. (2020). Analisis Dampak Hilirisasi Industri Kakao di Indonesia: Kata Kunci: Kakao, Rantai Nilai, Hilirisasi Industri, and Value Added. Jurnal Akuntansi, 12(1), 99–108. https://doi.org/10.28932/jam.v12i1.2287 [Google Scholar] [Crossref]

10. Hanafi, I., Dianto, I., Ariyanto, S., Mimanda, A., Ayatullah, F., & Zein, F. H. (2025). Literasi Keuangan Pada Usaha Mikro, Kecil, dan Menengah di Desa Pandau Jaya. ARSY: Jurnal Aplikasi Riset Kepada Masyarakat, 6(3), 835-840. https://doi.org/10.55583/arsy.v6i3.1705 [Google Scholar] [Crossref]

11. Haryana, A. (2026). Komoditas Strategis dan Hilirisasi Pertanian sebagai Pilar Transformasi Ekonomi Indonesia. Bappenas Working Papers, 9(1), 53-72. https://doi.org/10.47266/bwp.v9i1.537 [Google Scholar] [Crossref]

12. Jayanti, R., Irmayani, I., & Arman, A. (2021). Analisis Nilai Tambah Agroindustri Cokelat Batangan (Macoa)(Studi Kasus CV. Putra Mataram, KecamatanWonomulyo, Kabupaten Polewali Mandar). Jurnal Ilmiah Ecosystem, 21(1), 32-38. https://doi.org/10.35965/eco.v21i1.698 [Google Scholar] [Crossref]

13. Kibira, D. & Charles McLean (2014). Modeling and Simulation For Management Sustainable. IPB Press. ( Note : References) local about use of spreadsheets/excel for modeling system ). https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=824675 [Google Scholar] [Crossref]

14. Lane, D. C., & Sterman, J. D. (2011). Jay Wright Forrester. In Profiles in Operations Research (pp. 363-386). Springer, New York, NY. doi.org.https://reedjoe.com/wp-content/uploads/2016/11/jay_lane-2011-profiles-in-operations-research_1051120.pdf [Google Scholar] [Crossref]

15. Law, A. M. (2015). Simulation modeling and analysis (5th ed.). McGraw-Hill Education. https://www.amazon.com/Simulation-Mcgraw-hill-Industrial-Engineering-Management/dp/0073401323 [Google Scholar] [Crossref]

16. National Agency for Disaster Management Disaster Management Agency (BNPB). (2019). National Disaster Management Plan Disasters 2020-2024. BNPB. https://mpbi.info/wp-content/uploads/2017/10/Renas-PB-2020-2024.pdf [Google Scholar] [Crossref]

17. Pebriandini, Baiq Thessa, L. Sukardi, and Taslim Sjah. 2025. “Sustainability Status of Cocoa Farming in North Lombok Regency”. Asian Journal of Agricultural and Horticultural Research 12 (2):149-62. https://doi.org/10.9734/ajahr/2025/v12i2376 [Google Scholar] [Crossref]

18. Putri, U. D., Triana, L., & Paloma, C. (2026). Manajemen Risiko Pemasaran Pada UMKM Chokato Di Kecamatan Payakumbuh Selatan Kota Payakumbuh. JOSETA Journal of Socioeconomics on Tropical Agriculture, 8(1), 10-18. https://doi.org/10.25077/joseta.v8i1.670 [Google Scholar] [Crossref]

19. Ross, S.A., Westerfield, R.W., Jordan, B.D., Lim, J., & Tan, R. (2019). Fundamentals of Corporate Finance (12th ed.). McGraw-Hill Education. https://opac.uma.ac.id/repository/Fundamentals-Corporate-Finance-6th-Ross.pdf [Google Scholar] [Crossref]

20. Sari, DP, & Rahma, A. (2023). Analysis Sustainability of Small and Medium Scale Cocoa Processing Businesses. Indonesian Agroindustry Journal, 12(2), 145-155. ( Note : Example reference journal agro-industry relevant cocoa, can adjusted ). [Google Scholar] [Crossref]

21. Sterman, J.D. (2010). Business dynamics: Systems thinking and modeling for a complex world. Irwin/McGraw-Hill. https://systemdynamics.org/product/business-dynamics-systems-thinking-and-modeling-for-a-complex-world/ [Google Scholar] [Crossref]

22. Sugiyono. (2019). Quantitative, Qualitative, and R&D Research Methods. Alphabet. https://openlibrary.telkomuniversity.ac.id/home/catalog/id/10026/slug/metode-penelitian-kuantitatif-kualitatif-dan-r-d.html [Google Scholar] [Crossref]

23. Wahyudi, T., & Panggabean, T. R. (2017). Panduan lengkap kakao. Niaga Swadaya. https://books.google.co.id/books?hl=id&lr=&id=zo6a4YE-5o0C&oi=fnd&pg=PA1&dq [Google Scholar] [Crossref]

24. Yuliani, F., Hermawan, H., & Suryana, E. A. (2025). Kebijakan Hilirisasi dalam Rangka Pemanfaatan Perjanjian Kerjasama Internasional. Cendekia Niaga, 9(2), 113-130. https://jurnal.kemendag.go.id/index.php/JCN/article/view/1001 [Google Scholar] [Crossref]

25. Zukiya, A. C. (2021) Analisis Nilai Tambah Dan Tingkat Risiko Usaha Cokelat Tempe Oleh-Oleh Khas Kabupaten Kediri. Agrista, 9(4). https://jurnal.uns.ac.id/agrista/article/view/58742/34354 [Google Scholar] [Crossref]

Metrics

Views & Downloads

Similar Articles