Applanaidu, Shri Dewi and Mohamed Arshad, Fatimah and Abdel Hameed, Amna Awad and Hasanov, Akram and Idris, Nurjihan and Abdullah, Amin Mahir and Shamsudin, Mad Nasir (2009): Malaysian Cocoa Market Modeling: A Combination of Econometric and System Dynamics Approach.
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The Malaysian cocoa sector has undergone dramatic changes during the last few decades. In the early years of 1970s, this sector has maintained an upward trend in the area and consequently the production. However, the trend reversed in the late 1980s due to factors such as declining world prices, higher labour costs, widespread of cocoa pod diseases and the pull of more lucrative crops (in particular palm oil). By 2008 only about 19,976 hectares were planted with cocoa compared to a peak of 414,236 ha in 1989. Production of cocoa beans has trended down accordingly. The study combines the econometric and system dynamics approach in modeling the Malaysian cocoa market. A first order system was developed to capture the interdependencies of the major structural elements of the markets such as production, local and export demands, inventory and imports. Nevertheless, the model provides an understanding of the interrelationships between the system components and allows the simulation of policy variables changes. Future work will involve a detail examination of the interaction cocoa supply chain system (from farm to export) to provide a much more comprehensive representations of the dynamics of the market.
|Item Type:||MPRA Paper|
|Original Title:||Malaysian Cocoa Market Modeling: A Combination of Econometric and System Dynamics Approach|
|Keywords:||Econometric methods; system dynamics; Malaysian cocoa market|
|Subjects:||C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General > C10 - General
O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O13 - Agriculture; Natural Resources; Energy; Environment; Other Primary Products
|Depositing User:||nurjihan idris|
|Date Deposited:||25. Dec 2009 10:38|
|Last Modified:||18. Dec 2013 20:43|
Bantz, S. G., and Deaton, L. D. (2006). Understanding U.S. Biodiesel Industry Growth using System Dynamics Modeling, http://www.sys.virginia.edu/sieds06/papers/FMorningSession8.2.pdf. Accessed on 20 February 2008
Cloutier (2009). The Maple Sap Products Industry in Quebec: A n Economic and Production System Dynamics Model. http://www.systemdynamics.org/conferences/2001/papers/Cloutier_1.pdf. [accessed on 20 October 2009] Forrester, Jay W. 1968. Principles of Systems. Portland, Oregon: Productivity Press.
Haghighi, M.H.M. (2007). Determination of Optimal Employment and Production Policies in the Agricultural Sector of Iran Using System Dynamics Approach. PhD Thesis. University Putra Malaysia.
Haghighi (2008). Combination of Econometric Methods and System Dynamics Approach to Improve the Iranian Agricultural Policies. Ismail Abd Latiff (2007), “Cocoa Industry of Malaysia“, in Fatimah Mohamed Arshad, Nik Mustapha Raja Abdullah, Bisant Kaur and Amin (eds.), 50 Years of Malaysian Agriculture: Transformational Issues and Challenges. Serdang: Penerbit Universiti Putra Malaysia.
Jahara Yahaya, Ahmad Sabri and Scott W. Kennedy (2006). Impacts of Biodiesel Develoment on the Palm Oil Industry. Malaysian Journal of Economic Studies Vol XXXXIII No. 1 & 2.
Kennedy (2006). An Evaluation of Biodiesel, Crude Palm Oil and Petroleum Price Linkages. Report prepared for Golden Hope Plantations Bhd. STE Consulting.
Kox, Henk M.L. (2000). The Market for Cocoa Powder: Modeling and Forecasting the Market for Cocoa and Chocolate, paper prepared for the Ministry of Foreign Affairs, The Netherlands.
Meadows, D.L. (1970). Dynamics of Commodity Production Cycles. Cambridge, MA:Wright- Allen Press
Osorio, F.A. (2009). A System Dynamics Model for the World Coffee Market. http://www.systemdynamics.org/conferences/2009/proceed/papers/P1312.pdf. [accessed on 20 October 2009]
Pertiwi, Setyo. (2003). A System Dynamic Model for Policy Analysis in Food Security System in Indonesia. Food Security and Susainable Resource Management in a Market Economy: Challenges and Options. 4th International Symposium-cum- Workshop in Southeast Asia 13-17 October 2003, Chiang Mai, Thailand.
Remali Yusoff, Margaret Chee and Zulkefli Senteri (1998). Supply and demand Model of the Malaysian Cocoa Industry, Borneo Review, 9(1),pp:67-86.
Rosdi, Mat Lani (1991). An Econometric Analysis of the Malaysian Cocoa Prices: A Structural Approach. Jurnal. Ekonomi Malaysia, 25, pp:3-17.
Shamsudin, M. N., Rosdi, M L. and Ann, C. T. (1993). Malaysian Cocoa Market Model. In Arshad, F.M., Shamsudin, M.N. and Othman, M.S. (Eds) Malaysian Agricultural Commodity Forecasting and Policy Modelling. UPM: Center for Agricultural Policy Studies.
Sterman, J.D. 2000. Business Dynamics. Systems Thinking and Modeling for a Complex World. Irwin McGraw-Hill.