Published 2026-11-03
Keywords
- Agricultural marketing,
- Cocoa,
- Indonesia,
- Global geopolitics,
- Vertical market integration
How to Cite
Copyright (c) 2026 Vina Yunita Ria, Yuli Hariyati, Joni Murti Mulyo Aji, Rena Yunita Rahman

This work is licensed under a Creative Commons Attribution 4.0 International License.
Abstract
This study analyses vertical price transmission across the global cocoa, Indonesian export, and Indonesian farm-gate markets using monthly data from January 1994 to December 2024. Econometric diagnostics include Johansen cointegration, the vector error correction model (VECM), Granger causality, and the Chow breakpoint test. Johansen cointegration confirms a stable long-run equilibrium, but normalised estimates indicate a severe margin disparity, with farmers capturing only 48% of price changes, while exporters capture 94%. The VECM estimates reveal severe short-run price stickiness at the farm-gate level despite rapid adjustment behaviour at the export level. Granger causality confirms bidirectional feedback between global and export markets, but a strictly unidirectional flow from the farm-gate to the export level. The Chow breakpoint test confirms the absence of a structural break following the April 2010 progressive export tax policy, proving that domestic market rigidities and oligopsonistic structures were already deeply entrenched. Asymmetric price transmission isolates smallholders as price-takers, hindering United Nations Sustainable Development Goals 1 and 8. Policy interventions must prioritise transparent digital price-tracking systems, farm-gate price-floor mechanisms, and village-level fermentation infrastructure.
Downloads
References
- Abubakar I. (2019). Integrasi pasar biji kakao di tingkat petani Kabupaten Parigi Moutong dan eksportir di Kota Palu. Agroland: Jurnal Ilmu-Ilmu Pertanian, 26(2): 170-178. DOI: https://doi.org/10.22487/agrolandnasional.v26i2.990.
- Ariningsih E., Purba H.J., Sinuraya J.F., Septanti K.S., Suharyono S. (2021). Permasalahan dan strategi peningkatan produksi dan mutu kakao Indonesia. Analisis Kebijakan Pertanian, 19(1): 89-108. DOI: https://doi.org/10.21082/akp.v19n1.2021.89-108.
- Asante-Poku N.A., Van Huellen S. (2021). Commodity exporter’s vulnerabilities in times of COVID-19: the case of Ghana. Canadian Journal of Development Studies/Revue Canadienne d’études Du Développement, 42(1-2): 122-144. DOI: https://doi.org/10.1080/02255189.2020.1857225.
- Babar M., Ahmad H., Yousaf I. (2024). Returns and volatility spillover between agricultural commodities and emerging stock markets: new evidence from COVID-19 and Russian-Ukrainian war. International Journal of Emerging Markets, 19(11): 4049-4072. DOI: https://doi.org/10.1108/IJOEM-02-2022-0226.
- Duron M.J.J., Manalo M.P.I., Reyes A.M., Rosete M.A.L. (2022). Trading policy analysis of cocoa in Indonesia. International Journal of Social and Management Studies, 3(1): 32-61. DOI: https://doi.org/10.5555/ijosmas.v3i1.85.
- Engle R.F., Granger C.W.J. (1987). Co-integration and error correction: Representation, estimation, and testing. Econometrica, 55(2): 251-276. DOI: https://doi.org/10.2307/1913236.
- Fahmid I.M., Wahyudi, Salman D., Kariyasa I.K., Fahmid M.M., Agustian A., Perdana R.P., Rachman B., Darwis V., Mardianto S. (2022). “Downstreaming” policy supporting the competitiveness of Indonesian cocoa in the global market. Frontiers in Sustainable Food Systems, 6. DOI: https://doi.org/10.3389/fsufs.2022.821330.
- Faizah S.N., Jamhari, Masyhuri. (2023). Integrasi pasar biji kakao Indonesia dengan pasar dunia. Agro Ekonomi, 41(1): 39-49. DOI: http://dx.doi.org/10.21082/jae.v41n1.2023.39-49.
- Fatkurrohim, Fitri A., Andriyanty R., Agustia D., Hutagaol M.P., Harianto H. (2025). The impact of Indonesia’s cocoa downstream policy on the derivative product competitiveness, export specialization, and farmers benefits. HABITAT, 36(2): 154-165. DOI: https://doi.org/10.21776/ub.habitat.2025.036.2.13.
- Gyan J.K., Bajan B. (2022). Market analysis on cocoa beans export: The case of Ghana and Cote d’ivoire in West Africa. Journal of Agribusiness and Rural Development, 66(4): 375-384. DOI: http://dx.doi.org/10.17306/J.JARD.2022.01646.
- Johansen S. (1988). Statistical analysis of cointegration vectors. Journal of Economic Dynamics and Control, 12(2-3): 231-254. DOI: https://doi.org/10.1016/0165-1889(88)90041-3.
- Kosoe E.A., Ahmed A. (2022). Climate change adaptation strategies of cocoa farmers in the Wassa East District: Implications for climate services in Ghana. Climate Services, 26, 100289. DOI: https://doi.org/10.1016/j.cliser.2022.100289.
- Marschner S., Orsi L., Olper A., Stranieri S. (2025). Sustainability strategies in the cocoa‐chocolate value chain: an analysis using stakeholder theory, global value chain theory, and resource dependence theory. Agribusiness, 42(2): 694-716. DOI: https://doi.org/10.1002/agr.22044.
- Martins F.P., Batalhão A.C.S., Ahokas M., Liboni Amui L.B., Cezarino L.O. (2023). Rethinking sustainability in cocoa supply chain in light of SDG disclosure. Sustainability Accounting, Management and Policy Journal, 14(7): 258-286. DOI: https://doi.org/10.1108/SAMPJ-03-2022-0132.
- Meyn M., Kennan J. (2009). The Implications of the Global Financial crisis for Developing Countries’ Export Volumes and Values (Vol. 305). Overseas Development Institute, London.
- Napitupulu H.O., Sa’diyah A. A., Mutiara F. (2021). Integration of Indonesian coffee markets with world coffee markets. Journal of Agricultural Socio-Economics (JASE), 2(1): 33. DOI: 10.33474/jase.v2i1.6865.
- Nisa’ D.P.J.I.N., Darsono, Antriyandarti E. (2023). Determinants of cocoa bean trade in the international market: Gravity model approach. International Journal of Sustainable Development and Planning, 18(10): 3347-3356. DOI: https://doi.org/10.18280/ijsdp.181035.
- Ojong C.M. (2016). Impact of 2007-2009 global financial crisis on cocoa exportation in Nigeria. Advances in Social Sciences Research Journal, 3(13). DOI: https://doi.org/10.14738/assrj.313.2405.
- Olwig M.F., Asare R., Meilby H., Vaast P., Owusu K. (2024). Agroforestry as climate change adaptation: The case of cocoa farming in Ghana. In Olwig M.F., Skovmand Bosselmann P., Owusu K. (eds) Agroforestry as Climate Change Adaptation (pp. 147-166). Palgrave Macmillan, Cham. DOI: htps://doi.org/10.1007/978-3-031-45635-0.
- Oussou K.F., Guclu G., Kelebek H., Selli S. (2022). Elucidating the contribution of microorganisms to the spontaneous fermentation and the quality of Ivorian cacao (Theobroma cacao) beans: The quality of Ivorian cacao (Theobroma cacao) beans. Quality Assurance and Safety of Crops & Foods, 14(4): 23-35. DOI: htps://doi.org/10.15586/qas.v14i4.1078.
- Parra-Paitan C., zu Ermgassen E.K.H.J., Meyfroidt P., Verburg P.H. (2023). Large gaps in voluntary sustainability commitments covering the global cocoa trade. Global Environmental Change, 81, 102696. DOI: htps://doi.org/10.1016/j.gloenvcha.2023.102696.
- Prasetyo T.A., Syah N.F.M., Ghofari A., Aidah N., Faruq U., Mirzak M., Khatimah D. (2024). Pengaruh perang Rusia-Ukraina terhadap ekonomi international. At-Tawazun. Jurnal Ekonomi Syariah, 12(01): 23-31. DOI: htps://doi.org/10.55799/tawazun.v12i01.491.
- Pusat data dan Sistem informasi Pertanian. (2022). Outlook komoditas perkebunan kakao. Sekretariat Jenderal Kementerian Pertanian, Jakarta.
- Qin M., Su C.-W., Umar M., Lobonţ O.-R., Manta A.G. (2023). Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain. Economic Analysis and Policy, 77: 748-763. DOI: htps://doi.org/10.1016/j.eap.2023.01.002.
- Ravallion M. (1986). Testing market integration. American Journal of Agricultural Economics, 68(1): 102-109. DOI: htps://doi.org/10.2307/1241654.
- Shoffiyati P., Noer M., Syahni R., Asrinaldi. (2023). Cocoa agro-industry development through the role of actors in supply chain in West Sumatra. International Journal on Advanced Science, Engineering and Information Technology, 13(5): 1749-1755. DOI: htps://doi.org/10.18517/ijaseit.13.5.19150.
- Staritz C., Tröster B., Grumiller J., Maile F. (2023). Price-setting power in global value chains: the cases of price stabilisation in the cocoa sectors in Côte d’Ivoire and Ghana. The European Journal of Development Research, 35(4): 840-868. DOI: htps://doi.org/10.1057/s41287-022-00543-z.
- Sun M., Cao X., Liu X., Cao T., Zhu Q. (2024). The Russia-Ukraine conflict, soaring international energy prices, and implications for global economic policies. Heliyon, 10(16), e34712. DOI: htps://doi.org/10.1016/j.heliyon.2024.e34712.
- Timmer P.C. (1986). Getting Prices Right – The Scope and Limits of Agricultural Price Policy. Cornell University Press, Ithaca, NY.
- Wibowo W., Ari W., Wahyu P. (2021). Exploring sustainable netchains of smallholder cocoa farmers in Indonesia. Western Balkan Journal of Agricultural Economics and Rural Development, 3(2): 133-149. DOI: htps://doi.org/ 10.5937/WBJAE2102133W.
- Yudyanto H., Hastiadi F.F. (2019). Analysis of the imposition of export tax on Indonesian cocoa beans: Impact on the processed cocoa export in Indonesia and Malaysia. In Hastiadi F.F. (ed) Globalization, Productivity and Production Networks in ASEAN (pp. 169-189). Palgrave Macmillan, Cham. DOI: https://doi.org/10.1007/978-3-030-16510-9_7.
- Zelingher R., Makowski D. (2024). Investigating and forecasting the impact of crop production shocks on global commodity prices. Environmental Research Letters, 19(1), 014026. DOI: htps://doi.org/10.1088/1748-9326/ad0dda.
