Asymmetric Price Transmission in the Cocoa Supply Chain in Indonesia

Titolo Rivista Economia agro-alimentare
Autori/Curatori Ahmad Ridha, Raja Masbar, Aliasuddin Aliasuddin, Vivi Silvia
Anno di pubblicazione 2022 Fascicolo 2022/1
Lingua Inglese Numero pagine 21 P. 1-21 Dimensione file 0 KB
DOI 10.3280/ecag2022oa12888
Il DOI è il codice a barre della proprietà intellettuale: per saperne di più clicca qui

FrancoAngeli è membro della Publishers International Linking Association, Inc (PILA)associazione indipendente e non profit per facilitare (attraverso i servizi tecnologici implementati da CrossRef.org) l’accesso degli studiosi ai contenuti digitali nelle pubblicazioni professionali e scientifiche

This study investigates the asymmetric price transmission (APT) of global cocoa beans and cocoa pasta prices to farm prices. The cocoa pasta variable is a proxy for Indonesian processed cocoa industry products. We use monthly time series data from January 2007 to December 2020. The NARDL model was used to estimate the APT response behavior. The dummy variable (export cocoa bean tax) explains fluctuations in farm prices before and after the policy implementation. The results showed asymmetric cointegration between the global cocoa market and cocoa pasta prices moving towards farm cocoa prices in Indonesia. APT occurs in the short and long term with different significant levels for each variable. The increase (decrease) in the global market and cocoa pasta prices were transmitted asymmetrically in the short and long terms, except for the variable (PA-pos), which is not significant in the long term. We observe strong evidence of negative asymmetric price transmission. Negative price shocks (decreases) in global markets and cocoa pasta are more rapidly transmitted to farmer prices than positive price shocks. Adjustment prices occur in magnitude, speed, and sign. The high coefficient of negative asymmetric price transmission indicates the uncompetitive of Indonesia’s supply-demand cocoa chain. At the same time, the cocoa bean export tax harms farm prices. The export tax policy has reduced farm prices by approximately 2.3%.

Parole chiave:; market integration; international trade; producer price; NARDL

  1. Walters, F.E. (1975). Impact of changing structure of the food industries on food supply and price. American Journal of Agricultural Economics, 57(2), 188-195. DOI: 10.2307/1238492
  2. Acharya, R.N., Kinnucan, H.W., & Caudill, S.B. (2011). Asymmetric farm-retail price transmission and market power: a new test. Applied Economics, 43(30), 4759-4768. DOI: 10.1080/00036846.2010.498355
  3. Alam, M.J., & Begum, I.A. (2012). World and Bangladesh rice market integration: An application of threshold cointegration and threshold vector error correction model (TVECM). 86th Annual Conference of the Agricultural Economics Society, University of Warwick, United Kingdom, 16-18 April 2012.
  4. Alam, M.J., McKenzie, A.M., Begum, I., Buysse, J., Wailes, E.J., & Van Huylenbroeck, G. (2016). Asymmetry price transmission in the deregulated rice markets in Bangladesh: Asymmetric Error Correction model. Agribusiness, 32(4), 498-511. DOI: 10.1002/agr.21461
  5. Ariningsih, E., Purba, H.J., Sinuraya, J.F., Suharyono, S., & Septanti, K.S. (2019). Indonesia’s Cocoa Industry Performance. Forum Penelitian Agro Ekonomi, 37(1), 1-23. DOI: 10.21082/fae.v37n1.2019.1-23
  6. Arnade, C., Cooke, B., & Gale, F. (2017). Agricultural price transmission: China relationships with world commodity markets. Journal of Commodity Markets, 7, 28-40. DOI: 10.1016/j.jcomm.2017.07.001
  7. Baffes, J., & Gardner, B. (2003). The transmission of world commodity prices to domestic markets under policy reforms in developing countries. The Journal of Policy Reform, 6(3), 159-180. DOI: 10.1080/0951274032000175770
  8. Bekkers, E., Brockmeier, M., Francois, J., & Yang, F. (2017). Local food prices and international price transmission. World Development, 96, 216-230. DOI: 10.1016/j.worlddev.2017.03.008
  9. Boer, D. De, Limpens, G., Rifin, A., & Kusnadi, N. (2019). Inclusive productive value chains, an overview of Indonesia’s cocoa industry. Journal of Agribusiness in Developing and Emerging Economies, 9(5), 439-456. DOI: 10.1108/JADEE-09-2018-0131
  10. Bonjean, C.A., & Brun, J. (2011). Price transmission in the cocoa-chocolate chain. Halshs-00552997. https://halshs.archives-ouvertes.fr/halshs-00552997/document.
  11. BPS-Statistics Indonesia (2021). Agricultural producer pricer statistics. BPSStatistics Indonesia.
  12. Chaudhry, M.I., & Miranda, M.J. (2020). Price transmission in Pakistan’s poultry supply chain. Journal of Agricultural and Resource Economics, 45(2), 282-298. DOI: 10.22004/ag.econ.302455
  13. Cutts, M., & Kirsten, J. (2006). Asymmetric price transmission and market concentration: An investigation into four South African agro-food industries. South African Journal of Economics, 74(2), 323-333. DOI: 10.1111/j.1813-6982.2006.00064.x
  14. Fafchamps, M., & Hill, R.V. (2008). Price transmission and trader entry in domestic commodity markets. Economic Development and Cultural Change, 56(4), 729-766. DOI: 10.1086/588155
  15. Frey, G., & Manera, M. (2007). Econometric models of asymmetric price transmission. Journal of Economic Survey, 21(2), 349-415. DOI: 10.1111/j.1467-6419.2007.00507.x
  16. Gizaw, D., Myrland, Ø., & Xie, J. (2020). Asymmetric price transmission in a changing food supply chain. Aquaculture Economics & Management, 25(1), 89-105. DOI: 10.1080/13657305.2020.1810172
  17. Hasibuan, A.M., & Sayekti, A.L. (2018). Export tax policy in Indonesia: The impacts on competitiveness and price integration of cocoa products. Pertanika Journal of Social Sciences and Humanities, 26(1), 535-552.
  18. Hasnah, Fleming, E., Villano, R., & Patrick, I. (2011). The potential of cacao agribusiness for poverty alleviation in West Sumatra. 55th National Conference of the Australian Agricultural and Resource Economics Society, August, 1-20.
  19. Hassouneh, I., Serra, T., & Bojnec, Š. (2015). Nonlinearities in the Slovenian apple price transmission. British Food Journal, 117(1), 461-478. DOI: 10.1108/BFJ-03-2014-0109
  20. Ibrahim, M.H. (2015). Oil and food prices in Malaysia: A nonlinear ARDL analysis. Agricultural and Food Economics, 3(1), 1-14. DOI: 10.1186/s40100-014-0020-3
  21. Jambor, A., Toth, A.T., & Koroshegyi, D. (2017). The Export Competitiveness of Global Cocoa Traders Atilla. Agris On-Line Papers in Economics and Informatics, 9(3), 27-37. DOI: 10.7160/aol.2017.090303
  22. Kamaruddin, Masbar, R., Syahnur, S., & Majid, S.A. (2021). Asymmetric price transmission of Indonesian coffee. Cogent Economics and Finance, 9(1), 1-15. DOI: 10.1080/23322039.2021.1971354
  23. Klasen, S., Priebe, J., & Rudolf, R. (2013). Cash crop choice and income dynamics in rural areas: Evidence for post-crisis Indonesia. Agricultural Economics, 44(3), 349-364. DOI: 10.1111/agec.12015
  24. Korale, G.P.M., Ratnasiri, S., & Bandara, J.S. (2016). Does asymmetry in price transmission exist in the rice market in Sri Lanka? Applied Economics, 48(27), 2491-2505. DOI: 10.1080/00036846.2015.1125427
  25. Liefert, W.M., & Westcott, P.C. (2016). Modifying agricultural export taxes to make them less market-distorting. Food Policy, 62, 65-77. DOI: 10.1016/j.foodpol.2016.04.001
  26. McCawley, P. (2015). Infrastructure policy in Indonesia, 1965-2015: A survey. Bulletin of Indonesian Economic Studies, 51(2), 263-285. DOI: 10.1080/00074918.2015.1061916
  27. Mclaren, A. (2015). Asymmetry in price transmission in agricultural markets. Review of Development Economics, 19(2), 415-433. DOI: 10.1111/rode.12151
  28. Meyer, J., & von-Cramon-Taubadel, S. (2004). Asymmetric price transmission: A survey. Journal of Agricultural Economics, 55(3), 581-611.
  29. Ministry of Agriculture (2015). Directorate general of estate crops. Jakarta, Indonesia.
  30. Mofya-mukuka, R., & Abdulai, A. (2013). Policy reforms and asymmetric price transmission in the Zambian and Tanzanian coffee markets. Economic Modelling, 35, 786-795. DOI: 10.1016/j.econmod.2013.08.040
  31. Mukhlis, M., Masbar, R., Syahnur, S., & Majid, M.A.S. (2020). Dynamic causalities between world oil price and Indonesia’s Cocoa market: Evidence from the 2008 global financial crisis and the 2011 European debt crisis. Regional Science Inquiry, 12(2), 217-233.
  32. Nabhani, I., Daryanto, A., Yassin, M., & Rifin, A. (2015). Can Indonesia cocoa farmers get benefit on global value chain inclusion? A literature review. Asian Social Science, 11(18), 288-294. DOI: 10.5539/ass.v11n18p288
  33. Neilson, J., Fauziah, K., & Meekin, A. (2013). Effects of an export tax on the farmgate price of Indonesian cocoa beans. Malaysian International Cocoa Conference (MICC) 2013, December.
  34. Niemi, J., & Liu, X. (2016). Empirical “first-filter” test for the existence of buyer power in the finnish food supply chain. Agricultural and Food Science, 25(3), 177-186. DOI: 10.23986/afsci.53275
  35. Panagiotou, D. (2021). Asymmetric price responses of the US pork retail prices to farm and wholesale price shocks: A nonlinear ARDL approach. Journal of Economic Asymmetries, 23, e00185. DOI: 10.1016/j.jeca.2020.e00185
  36. Pesaran, M., Shin, Y., & Smith, R.J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16, 289-326. DOI: 10.1002/jae.616
  37. Pratama, M., Rauf, R., Antara, M., & Basir-Cyio, M. (2019). Factors influencing the efficiency of cocoa farms: A study to increase income in rural Indonesia. PLoS ONE, 14(4), 1-15. DOI: 10.1371/journal.pone.0214569
  38. Rezitis, A.N. (2018). Investigating price transmission in the Finnish dairy sector: an asymmetric NARDL approach. Empirical Economics, 57(3), 861-900. DOI: 10.1007/s00181-018-1482-z
  39. Rezitis, A.N., & Tsionas, M. (2019). Modeling asymmetric price transmission in the European food market. Economic Modelling, 76, 216-230. DOI: 10.1016/j.econmod.2018.08.004
  40. Rifin, A. (2015). The impact of export tax policy on cocoa farmers and supply chain. The International Trade Journal, 29(1), 39-62. DOI: 10.1080/08853908.2014.941048
  41. Rumánková, L. (2014). Asymmetry in price transmission of the Czech wheat agrifood chain. Agris On-Line Papers in Economics and Informatics, VI(1), 63-71.
  42. Sandee, H. (2016). Improving connectivity in Indonesia: The challenges of better infrastructure, better regulations, and better coordination. Asian Economic Policy Review, 11(2), 222-238. DOI: 10.1111/aepr.12138
  43. Shin, Y., Yu, B., & Greenwood-nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In Festschrift in Honor of Peter Schmidt. Springer. DOI: 10.1007/978-1-4899-8008-3
  44. Sianipar, C.P.M., & Widaretna, K. (2012). NGO as triple-helix axis: Some lessons from Nias community empowerment on cocoa production. Procedia - Social and Behavioral Sciences, 52, 197-206. DOI: 10.1016/j.sbspro.2012.09.456
  45. Subervie, J. (2011). Producer price adjustment to commodity price shocks: An application of threshold cointegration. Economic Modelling, 28(5), 2239-2246. DOI: 10.1016/j.econmod.2011.06.010
  46. Trestini, S., & Penone, C. (2018). Transmission of futures prices to the Italian spot market: Are there opportunities to hedge corn price risk? Economia agro-alimentare, 20(2), 193-204. DOI: 10.3280/ECAG2018-002005
  47. Tsowou, K., & Gayi, S.K. (2019). Trade reforms and integration of cocoa farmers into world markets: evidence from african and non-african countries. Journal of African Trade, 6(1-2), 16-29. DOI: 10.2991/jat.k.190916.001
  48. Usman, M.A., & Haile, M.G. (2017). Producer to retailer price transmission in cereal markets of Ethiopia. Food Security, 9(4), 815-829. DOI: 10.1007/s12571-017-0692-0
  49. Vavra, P., & Goodwin, B.K. (2005). Analysis of price transmission along the food chain. OECD Food, Agriculture & Fisheries Papers, No. 3, Paris: OECD Publishing.
  50. World Bank. (2020). World Development Indicators. Washington, DC: World Bank. -- https://data.worldbank.org/indicator/NY.GDP.PCAP.CD?locations=ID.
  51. Yilmaz, K. (2006). How much should primary commodity exports be taxed? Nash and Stackelberg equilibria in the global cocoa market. Journal of International Trade and Economic Development, 15(1), 1-26. DOI: 10.1080/09638190500523360
  52. Yudyanto, H., & Hastiadi, F. (2019). Analysis of the imposition of export tax on Indonesian cocoa beans: Impact on the processed cocoa export in Indonesia and Malaysia. In Globalization, Productivity and Production Networks in ASEAN, 169-189. Palgrave Macmillan, Cham. DOI: 10.1007/978-3-030-16510-9_7

  • Analisis Determinan Indeks Pembangunan Manusia di Indonesia Tahun 1990-2021 Nurlina Nurlina, Ahmad Ridha, Asnidar Asnidar, in Jurnal Samudra Ekonomi dan Bisnis /2023 pp.239
    DOI: 10.33059/jseb.v14i2.7287
  • Price transmission between maize and poultry product markets in the Visegrád Group countries: What is more nonlinear, egg or chicken? Sergei Kharin, Zuzana Kapustova, Ivan Lichner, in Agricultural Economics (Zemědělská ekonomika) /2023 pp.510
    DOI: 10.17221/320/2023-AGRICECON
  • The use of Markov-Switching GARCH models in a Mexican rice spot price hedging algorithm with CME rice futures Oscar V. De la Torre-Torres, Leticia Bollain‑Parra, Amador Durán-Sánchez, in Quality & Quantity /2025
    DOI: 10.1007/s11135-025-02169-9
  • Determinant of Patchouli Production in Aceh Jaya Regency Aceh Province in Advances in Decision Sciences /2023 pp.99
    DOI: 10.47654/v27y2023i2p99-121
  • Analysis of the determinants of Indonesian rubber exports Rani Kartika, Ahmad ridha, Miswar, in International Review of Economics and Financial Issues /2024
    DOI: 10.62941/irefi.v1i2.26
  • Demand for Indonesian Patchouli Oil Exports: the Panel Autoregressive Distributed Lag (Ardl) Approach Vivi Silvia, Sartiyah, Muhammad Raihan Fitra, in Revista de Gestão Social e Ambiental /2023 pp.e03090
    DOI: 10.24857/rgsa.v17n2-021

Ahmad Ridha, Raja Masbar, Aliasuddin Aliasuddin, Vivi Silvia, Asymmetric Price Transmission in the Cocoa Supply Chain in Indonesia in "Economia agro-alimentare" 1/2022, pp 1-21, DOI: 10.3280/ecag2022oa12888