IDEAS home Printed from https://ideas.repec.org/a/fan/ecaqec/vhtml10.3280-ecag2022oa12888.html
   My bibliography  Save this article

Asymmetric Price Transmission in the Cocoa Supply Chain in Indonesia

Author

Listed:
  • Ahmad Ridha
  • Raja Masbar
  • Aliasuddin Aliasuddin
  • Vivi Silvia

Abstract

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%.

Suggested Citation

  • Ahmad Ridha & Raja Masbar & Aliasuddin Aliasuddin & Vivi Silvia, 2022. "Asymmetric Price Transmission in the Cocoa Supply Chain in Indonesia," Economia agro-alimentare, FrancoAngeli Editore, vol. 24(1), pages 1-21.
  • Handle: RePEc:fan:ecaqec:v:html10.3280/ecag2022oa12888
    as

    Download full text from publisher

    File URL: http://www.francoangeli.it/riviste/Scheda_Rivista.aspx?IDArticolo=71157&Tipo=ArticoloPDF
    Download Restriction: Single articles can be downloaded buying download credits, for info: https://www.francoangeli.it/DownloadCredit
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Bekkers, Eddy & Brockmeier, Martina & Francois, Joseph & Yang, Fan, 2017. "Local Food Prices and International Price Transmission," World Development, Elsevier, vol. 96(C), pages 216-230.
    2. Giliola Frey & Matteo Manera, 2007. "Econometric Models Of Asymmetric Price Transmission," Journal of Economic Surveys, Wiley Blackwell, vol. 21(2), pages 349-415, April.
    3. Pavel Vavra & Barry K. Goodwin, 2005. "Analysis of Price Transmission Along the Food Chain," OECD Food, Agriculture and Fisheries Papers 3, OECD Publishing.
    4. Rezitis, Anthony N. & Tsionas, Mike, 2019. "Modeling asymmetric price transmission in the European food market," Economic Modelling, Elsevier, vol. 76(C), pages 216-230.
    5. P. M. Korale Gedara & S. Ratnasiri & J. S. Bandara, 2016. "Does asymmetry in price transmission exist in the rice market in Sri Lanka?," Applied Economics, Taylor & Francis Journals, vol. 48(27), pages 2491-2505, June.
    6. Arnade, Carlos & Cooke, Bryce & Gale, Fred, 2017. "Agricultural price transmission: China relationships with world commodity markets," Journal of Commodity Markets, Elsevier, vol. 7(C), pages 28-40.
    7. Michela Cutts & Johann Kirsten, 2006. "Asymmetric Price Transmission And Market Concentration: An Investigation Into Four South African Agro‐Food Industries," South African Journal of Economics, Economic Society of South Africa, vol. 74(2), pages 323-333, June.
    8. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    9. Fithra Faisal Hastiadi (ed.), 2019. "Globalization, Productivity and Production Networks in ASEAN," Springer Books, Springer, number 978-3-030-16510-9, September.
    10. Marcel Fafchamps & Ruth Vargas Hill, 2008. "Price Transmission and Trader Entry in Domestic Commodity Markets," Economic Development and Cultural Change, University of Chicago Press, vol. 56(4), pages 729-766, July.
    11. Jochen Meyer & Stephan von Cramon‐Taubadel, 2004. "Asymmetric Price Transmission: A Survey," Journal of Agricultural Economics, Wiley Blackwell, vol. 55(3), pages 581-611, November.
    12. Chaudhry, Muhammad Imran & Miranda, Miranda J., 2020. "Price Transmission in Pakistan’s Poultry Supply Chain," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 45(2), March.
    13. Alam, Mohammad Jahangir & Begum, Ismat Ara, 2012. "World and Bangladesh Rice Market Integration: An Application of Threshold Cointegration and Threshold Vector Error Correction Model (TVECM)," 86th Annual Conference, April 16-18, 2012, Warwick University, Coventry, UK 135119, Agricultural Economics Society.
    14. Mohammad Jahangir Alam & Andrew M. McKenzie & Ismat Ara Begum & Jeroen Buysse & Eric J. Wailes & Guido Huylenbroeck, 2016. "Asymmetry Price Transmission in the Deregulated Rice Markets in Bangladesh: Asymmetric Error Correction Model," Agribusiness, John Wiley & Sons, Ltd., vol. 32(4), pages 498-511, November.
    15. Mofya-Mukuka, Rhoda & Abdulai, Awudu, 2013. "Policy reforms and asymmetric price transmission in the Zambian and Tanzanian coffee markets," Economic Modelling, Elsevier, vol. 35(C), pages 786-795.
    16. Muhammed A. Usman & Mekbib G. Haile, 2017. "Producer to retailer price transmission in cereal markets of Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(4), pages 815-829, August.
    17. Alain McLaren, 2015. "Asymmetry in Price Transmission in Agricultural Markets," Review of Development Economics, Wiley Blackwell, vol. 19(2), pages 415-433, May.
    18. Catherine ARAUJO BONJEAN & Jean-François BRUN, 2010. "Price Transmission in the Cocoa-Chocolate Chain," Working Papers 201003, CERDI.
    19. Forrest E. Walters, 1975. "Impact of Changing Structure of the Food Industries on Food Supply and Price," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 57(2), pages 188-195.
    20. Catherine Araujo Bonjean & Jean-François Brun, 2011. "Price Transmission in the Cocoa-Chocolate Chain," CERDI Working papers halshs-00552997, HAL.
    21. Liefert, William M. & Westcott, Paul C., 2016. "Modifying agricultural export taxes to make them less market-distorting," Food Policy, Elsevier, vol. 62(C), pages 65-77.
    22. Henry Sandee, 2016. "Improving Connectivity in Indonesia: The Challenges of Better Infrastructure, Better Regulations, and Better Coordination," Asian Economic Policy Review, Japan Center for Economic Research, vol. 11(2), pages 222-238, July.
    23. John Baffes & Bruce Gardner, 2003. "The transmission of world commodity prices to domestic markets under policy reforms in developing countries," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 6(3), pages 159-180.
    24. Stephan Klasen & Jan Priebe & Robert Rudolf, 2013. "Cash crop choice and income dynamics in rural areas: evidence for post-crisis Indonesia," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 349-364, May.
    25. Ram Acharya & Henry Kinnucan & Steven Caudill, 2011. "Asymmetric farm-retail price transmission and market power: a new test," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4759-4768.
    26. Samuele Trestini & Carlotta Penone, 2018. "Transmission of futures prices to the Italian spot market: Are there opportunities to hedge corn price risk?," Economia agro-alimentare, FrancoAngeli Editore, vol. 20(2), pages 193-204.
    27. Hasnah & Fleming, Euan M. & Villano, Renato A. & Patrick, Ian, 2011. "The Potential of Cacao Agribusiness for Poverty Alleviation in West Sumatra," 2011 Conference (55th), February 8-11, 2011, Melbourne, Australia 100555, Australian Agricultural and Resource Economics Society.
    28. Kamil Yilmaz, 2006. "How much should primary commodity exports be taxed? Nash and Stackelberg equilibria in the Global Cocoa Market," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 15(1), pages 1-26.
    29. Subervie, Julie, 2011. "Producer price adjustment to commodity price shocks: An application of threshold cointegration," Economic Modelling, Elsevier, vol. 28(5), pages 2239-2246, September.
    30. Amzul Rifin, 2015. "The Impact of Export Tax Policy on Cocoa Farmers and Supply Chain," The International Trade Journal, Taylor & Francis Journals, vol. 29(1), pages 39-62, March.
    31. Mukhlis MUKHLIS & Raja MASBAR & Sofyan SYAHNUR & M. Shabri Abd. MAJID, 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, Hellenic Association of Regional Scientists, vol. 0(2), pages 217-233, June.
    32. Effendy & M Fardhal Pratama & Rustam Abdul Rauf & Made Antara & Muhammad Basir-Cyio & Mahfudz & Muhardi, 2019. "Factors influencing the efficiency of cocoa farms: A study to increase income in rural Indonesia," PLOS ONE, Public Library of Science, vol. 14(4), pages 1-15, April.
    33. Panagiotou, Dimitrios, 2021. "Asymmetric price responses of the US pork retail prices to farm and wholesale price shocks: A nonlinear ARDL approach," The Journal of Economic Asymmetries, Elsevier, vol. 23(C).
    34. Jambor, Atilla & Toth, Andrea Timea & Koroshegyi, Domonkos, 2017. "The Export Competitiveness of Global Cocoa Traders," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 9(3), September.
    35. Peter McCawley, 2015. "Infrastructure Policy In Indonesia, 1965-2015: A Survey," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 51(2), pages 263-285, August.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vivi Silvia & Sartiyah & Muhammad Raihan Fitra & Cut Nadira, 2023. "Determinant of Patchouli Production in Aceh Jaya Regency Aceh Province," Advances in Decision Sciences, Asia University, Taiwan, vol. 27(2), pages 99-121, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ridha, Ahmad & Masbar, Raja & Aliasuddin & Silvia, Vivi, 2022. "Asymmetric Price Transmission in the Cocoa Supply Chain in Indonesia," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 24(1), May.
    2. Rahman, Mohammad Chhiddikur, 2020. "Welfare Impact of Asymmetric Price Transmission on Bangladesh Rice Consumers," EconStor Theses, ZBW - Leibniz Information Centre for Economics, number 242248, July.
    3. Kamaruddin Kamaruddin & Yusri Hazmi & Raja Masbar & Sofyan Syahnur & M. Shabri Abd. Majid, 2021. "Asymmetric Impact of World Oil Prices on Marketing Margins: Application of NARDL Model for the Indonesian Coffee," International Journal of Energy Economics and Policy, Econjournals, vol. 11(6), pages 212-220.
    4. Rahman, Mohammad Chhiddikur, 2018. "Welfare Impact of Asymmetric Price Transmission on Bangladesh Rice Consumers," EconStor Theses, ZBW - Leibniz Information Centre for Economics, number 251114, July.
    5. Fekadu Gelaw & Stijn Speelman & Guido Huylenbroeck, 2017. "Impacts of Institutional Intervention on Price Transmissions: The Case of the Ethiopian Commodity Exchange," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 88-106, November.
    6. Dariusz Kusz & Bożena Kusz & Paweł Hydzik, 2022. "Changes in the Price of Food and Agricultural Raw Materials in Poland in the Context of the European Union Accession," Sustainability, MDPI, vol. 14(8), pages 1-21, April.
    7. Zhige Wu & Alex Maynard & Alfons Weersink & Getu Hailu, 2018. "Asymmetric spot‐futures price adjustments in grain markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(12), pages 1549-1564, December.
    8. Arida, Agustina & Masbar, Raja & Majid, M. Shabri Abd. & Indra, I., 2023. "Does vertical asymmetric price transmission exist in the rice markets?," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(1), March.
    9. Rachel Rose & Dimitrios Paparas, 2023. "Price Transmission: The Case of the UK Dairy Market," Commodities, MDPI, vol. 2(1), pages 1-21, March.
    10. Fousekis, Panos & Katrakilidis, Constantinos & Trachanas, Emmanouil, 2016. "Vertical price transmission in the US beef sector: Evidence from the nonlinear ARDL model," Economic Modelling, Elsevier, vol. 52(PB), pages 499-506.
    11. Beatriz Velázquez & Bruno Buffaria, 2017. "About farmers’ bargaining power within the new CAP," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 5(1), pages 1-13, December.
    12. Elena Claire Ricci & Massimo Peri & Lucia Baldi, 2019. "The Effects of Agricultural Price Instability on Vertical Price Transmission: A Study of the Wheat Chain in Italy," Agriculture, MDPI, vol. 9(2), pages 1-14, February.
    13. Anthony N. Rezitis, 2019. "Investigating price transmission in the Finnish dairy sector: an asymmetric NARDL approach," Empirical Economics, Springer, vol. 57(3), pages 861-900, September.
    14. Karantininis, Kostas & Katrakylidis, Kostas & Persson, Morten, 2011. "Price Transmission in the Swedish Pork Chain: Asymmetric non linear ARDL," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 114772, European Association of Agricultural Economists.
    15. Marwa Ben Abdallah & Maria Fekete Farkas & Zoltan Lakner, 2020. "Analysis of Dairy Product Price Transmission in Hungary: A Nonlinear ARDL Model," Agriculture, MDPI, vol. 10(6), pages 1-14, June.
    16. Braha, Kushtrim & Rajcaniova, Miroslava & Qineti, Artan, 2015. "Spatial Price Transmission and Food Security: The case of Kosovo," 2015 Fourth Congress, June 11-12, 2015, Ancona, Italy 207843, Italian Association of Agricultural and Applied Economics (AIEAA).
    17. Judith Hillen, 2021. "Vertical price transmission in Swiss dairy and cheese value chains," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-21, December.
    18. Stephan von Cramon-Taubadel, 2017. "The analysis of market integration and price transmission – results and implications in an African context," Agrekon, Taylor & Francis Journals, vol. 56(2), pages 83-96, April.
    19. Bairagi, S. & Mohanty, S., 2018. "Analysis of Price Transmission along the Cambodian Rice Value Chain," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277022, International Association of Agricultural Economists.
    20. Lodovico Muratori, 2016. "Price Gap along the Ugandan Coffee Value Chain," Working Papers 1/16, Sapienza University of Rome, DISS.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:fan:ecaqec:v:html10.3280/ecag2022oa12888. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stefania Rosato (email available below). General contact details of provider: http://www.francoangeli.it/riviste/sommario.aspx?IDRivista=214 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.