Does vertical asymmetric price transmission exist in the rice markets?


Keywords: rice market integration, asymmetric price transmission, ECM, Indonesia.

Abstract

Purpose. This study aims to empirically measure and analyze the long-run relationship and asymmetric price transmission of the rice market in Aceh Province, Indonesia. It also attempts to empirically examine and analyze the existence of the vertical price trends along the rice distribution channels both in the short term and long term.

Methodology / approach. Monthly data from January 2009 to December 2019 on the prices of dry harvested rice (known as Milled Dry Grain – MDG in Indonesia) at the farm level, the prices of MDG at the rice mill level, and the retail prices of the medium- and premium-quality rice were gathered from the report of Statistics Indonesian Agency (BPS – Statistics Indonesia). The study uses a series of econometric techniques comprising cointegration, causality, and Error Correction Model (ECM) to investigate the research objectives.

Results. The study found price integration between the upstream and downstream rice markets. The asymmetric price transmission existed in the short run along the rice distribution chain, including the prices of medium-quality rice and premium-quality rice. In the long term, the price of MDG at the huller level is transmitted asymmetrically to the premium-quality rice at the consumer level. A positive asymmetric price transmission is found along the rice supply chain, indicating an increase in price in the upstream market has transmitted faster to the downstream markets than the price decreases.

Originality / scientific novelty. Unlike previous studies that analyzed only price integration in the rice market and the direction of price transmission separately, this study empirically investigates both price integration, price transmission, and the direction and magnitude of asymmetric price transmission in the Indonesian rice market. Specifically, this study explores the existence of price integration from upstream to downstream markets and the existence of asymmetric price transmission as well as measures the magnitude and direction of asymmetric price transmission in the rice market in Indonesia. The findings of the study enrich the existing literature and contribute insights into enhancing rice price policy from the perspective of Indonesia, the fourth largest populous country in the world.

Practical value / implications. These findings show the importance for the local government to maintain symmetrical market conditions to ensure efficient rice markets in the long term. Rice traders that control the premium-quality rice market by reprocessing medium-quality rice into premium-quality rice should be closely monitored. An inefficient rice market has caused consumers to spend a large proportion of their income on rice, leaving only a little to afford other needs.

References

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. https://doi.org/10.1080/00036846.2010.498355.

Ahn, B. I., & Lee, H. (2015). Vertical price transmission of perishable products: the case of fresh fruits in the Western United States. Journal of Agricultural and Resource Economics, 40(3), 405–424. https://www.jstor.org/stable/44131364.

Alam, M. J., McKenzie, A. M., Begum, I. A., 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. https://doi.org/10.1002/agr.21461.

Arifin, B. (2020). Ekonomi beras kontemporer: data baru, tantangan baru [Contemporary rice economy: new data, new challenge]. Jakarta, PT. Gramedia Pustaka Utama.

Asche, F., Jaffry, S., & Hartmann, J. (2007). Price transmission and market integration: vertical and horizontal price linkages for salmon. Applied Economics, 39(19), 2535–2545. https://doi.org/10.1080/00036840500486524.

Arltová, M., & Fedorová, D. (2016). Selection of unit root test on the basis of length of the time series and value of AR(1) parameter. Statistika – Statistics and Economy Journal, 96(3), 47–64. Available at: https://www.czso.cz/documents/10180/32912822/32019716q3047.pdf/09710b90-e1d0-4bb1-816e-5b83faad686b?version=1.0.

Bacon, R. W. (1991). Rockets and feathers: the asymmetric speed of adjustment of UK retail gasoline prices to cost changes. Energy economics, 13(3), 211–218. https://doi.org/10.1016/0140-9883(91)90022-R.

Bahmani-Oskooee, M., Harvey, H., & Niroomand, F. (2018). On the impact of policy uncertainty on oil prices: an asymmetry analysis. International Journal of Financial Studies, 6(1), 12. https://doi.org/10.3390/ijfs6010012.

Bakucs, Z., Benedek, Z., & Fertö, I. (2019). Spatial price transmission and trade in the European dairy sector. AGRIS on-line Papers in Economics and Informatics, 11(2), 13–20. https://doi.org/10.7160/aol.2019.110202.

BPS – Statistics Indonesia (2022). Statistik Indonesia 2021. Jakarta: BPS. Available at: https://www.bps.go.id.

Business Directory of the Indonesian Investment (2022). Rice in Indonesia: Production and Consumption. Jakarta: BDII.

Chaudhary, B., Morales, L. E., & Villano, R. (2019). Rice price transmission between wholesalers and retailers in the Philippines: are prices integrated in local markets? (No. 285092). Australian Agricultural and Resource Economics Society (AARES). Available at: https://ageconsearch.umn.edu/record/ 285092.

Darbandi, E. (2018). Price transmission analysis for Nicaraguan rice market. International Journal of Food and Agricultural Economics, 6(1), 85–94. https://doi.org/10.22004/ag.econ.283763.

Deb, L., Lee, Y., & Lee, S. H. (2020). Market integration and price transmission in the vertical supply chain of rice: evidence from Bangladesh. Agriculture, 10(7), 271. https://doi.org/10.3390/agriculture10070271.

Elalaoui, O. (2019). Econometric analysis of asymmetric price transmission using threshold cointegration approach: a case study of Morocco’s apple markets. International Journal of Agricultural Economics, 3(5), 94. https://doi.org/10.11648/j.ijae.20180305.11.

Enders, W. (2015). Applied Econometric Time Series. 4th ed. New York, University of Alabama.

Frey, G., & Manera, M. (2007). Econometric models of asymmetric price transmission. Journal of Economic Surveys, 21(2), 349–415. https://doi.org/10.1111/j.1467-6419.2007.00507.x.

Genc, I. H., Miller, J. R., & Rupasingha, A. (2011). Stochastic convergence tests for US regional per capita personal income; some further evidence: a research note. The Annals of Regional Science, 46(2), 369–377. https://doi.org/10.1007/s00168-009-0333-4.

Goodwin, B. K., & Harper, D. C. (2000). Price transmission, threshold behavior, and asymmetric adjustment in the US pork sector. Journal of Agricultural and Applied Economics, 32(3), 543–553. Available at: https://core.ac.uk/download/pdf/6689521.pdf.

Goodwin, B. K., & Piggott, N. E. (2001). Spatial market integration in the presence of threshold effects. American Journal of Agricultural Economics, 83(2), 302–317. https://doi.org/10.1111/0002-9092.00157.

Hassouneh, I., Holst, C., Serra, T., von Cramon-Taubadel, S., & Gil, J. M. (2015). Overview of price transmission and reasons for different adjustment patterns across EU member states In S. McCorriston (Ed.), Food Price Dynamics and Price Adjustment in the EU (pp. 51–64). Oxford, Oxford Academic. https://doi.org/10.1093/acprof:oso/9780198732396.003.0003.

Jaramillo-Villanueva, J. L., & Palacios-Orozco, A. (2019). Vertical and spatial price transmission in the Mexican and international milk market. Revista Mexicana de Ciencias Pecuarias, 10(3), 623–642. https://doi.org/10.22319/rmcp.v10i3.4806.

Johansen, S., & Juselius, K. (1990). Maximum likelihood estimation and inference on cointegration – with applications to the demand for money. Oxford Bulletin of Economics and Statistics, 52(2), 169–210. https://doi.org/10.1111/j.1468-0084.1990.mp52002003.x.

Kamaruddin, K., Hazmi, Y., Masbar, R., Syahnur, S., & Majid, M. S. A. (2021a). Asymmetric impact of world oil prices on marketing margins: application of NARDL model for the Indonesian coffee. International Journal of Energy Economics and Policy, 11(6), 212–220. http://orcid.org/0000-0003-1831-9813.

Kamaruddin, Masbar, R., Syahnur, S., Majid, S. A., & Shafiullah, M. (2021b). Asymmetric price transmission of Indonesian coffee. Cogent Economics & Finance, 9(1), 1971354. https://doi.org/10.1080/23322039.2021.1971354.

Kim, S. E., & Seok, J. H. (2022). Price transmission between GMO-free organic and conventional milk in Austria. Bulgarian Journal of Agricultural Science, 28(2), 205–211. Available at: https://www.agrojournal.org/28/02-03.pdf.

Lekešová, J., & Blažková, I. (2022). Evaluation of the price transmission in the commodity chain of milk and butter in the Czech Republic. Bulgarian Journal of Agricultural Science, 28(1), 42–48. Available at: https://www.agrojournal.org/28/01-06.pdf.

Mai, T. C., Shakur, S., & Cassells, S. (2018). Testing vertical price transmission for Vietnam’s Robusta coffee. Australian Journal of Agricultural and Resource Economics, 62(4), 563–575. https://doi.org/10.1111/1467-8489.12260.

Makbul, Y., & Ratnaningtyas, S. (2017). Analysis of the integration of rice and paddy prices in Indonesia using a vector error correction model. International Journal of Applied Business and Economic Research, 15(10), 209–225. Available at: https://serialsjournals.com/abstract/19770_17_yogi.p.pdf.

Makbul, Y. (2019). Integration rice price and farmers welfare with error correction model analysis. Archives of Business Research, 7(9), 221–228. https://doi.org/10.14738/abr.79.7118.

McCulloch, N. (2008). Rice prices and poverty in Indonesia. Bulletin of Indonesian Economic Studies, 44(1), 45–64. https://doi.org/10.1080/00074910802001579.

Meyer, J., & von Cramon‐Taubadel, S. (2004). Asymmetric price transmission: a survey. Journal of Agricultural Economics, 55(3), 581–611. https://doi.org/10.1111/j.1477-9552.2004.tb00116.x.

Ohen, S. B., & Abang, S. O. (2011). Evaluation of price linkages within the supply chain of rice markets in Cross River State, Nigeria. Journal of Agriculture and Social Research, 11(1), 156–164. Available at: https://www.ajol.info/index.php/jasr/article/view/73697.

Peifffer, K. (2013). Volatile rice price: influence on Indonesia’s domestic market. Berlin, Humblot-Universitat Zu Berlin.

Peltzman, S. (2000). Prices rise faster than they fall. Journal of Political Economy, 108(3), 466–502. https://doi.org/10.1086/262126.

Pfeiffer, K. (2013). Volatile Rice Prices: Influence on Indonesia ́s Domestic Market. Berlin, GRIN Verlag.

Rezitis, A. N., & Tsionas, M. (2019). Modeling asymmetric price transmission in the European food market. Economic Modelling, 76, 216–230. https://doi.org/10.1016/j.econmod.2018.08.004.

Santeramo, F. G., & von Cramon-Taubadel, S. (2016). On perishability and vertical price transmission: empirical evidences from Italy. Bio-based and Applied Economics Journal, 5(2), 199–214. https://doi.org/10.13128/BAE-18043.

Sitepu, R. K. K. (2018). Integration and asymmetric price transmission analysis in corn market vector error correction model approach: case study of Karo District. Sosial dan Ekonomi Pertanian, 12(1), 1–13. Available at: https://jurnalfp.uisu.ac.id/index.php/sep/article/view/18/1.

Tsiboe, F., Dixon, B. L., & Wailes, E. J. (2016). Spatial dynamics and determinants of Liberian rice market integration. African Journal of Agricultural and Resource Economics, 11(3), 183–196. Available at: https://ageconsearch.umn.edu/record/245938.

Warr, P., & Yusuf, A. A. (2014). World food prices and poverty in Indonesia. Australian Journal of Agricultural and Resource Economics, 58(1), 1–21. https://doi.org/10.1111/1467-8489.12015.

Zeigler, R. S. (2005). Rice research and development: supply, demand, water. In S. Sumarno, A. M. Fagi, M. O. Adnyana (Eds.), Climate, and Research Capacity. Rice Industry, Culture, and Environment (pp. 34–45). Jakarta, Kompas.

Zewdie, H. (2017). Spatial market integration and price transmission for papaya markets in Ethiopia. Journal of Development and Agricultural Economics, 9(5), 129–136. https://doi.org/10.5897/jdae2016.0777.

Published
2023-03-20
How to Cite
Arida, A., Masbar, R., Majid, M. S. A., & Indra, I. (2023). Does vertical asymmetric price transmission exist in the rice markets?. Agricultural and Resource Economics: International Scientific E-Journal, 9(1), 69-90. https://doi.org/10.51599/are.2023.09.01.04
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Articles