Malaysia’s Agricultural Production Dropped and the Impact of Climate Change: Applying and Extending the Theory of Cobb Douglas Production

Ahmad Fawad Entezari, Kelly Kai Seng Wong, Fazlin Ali

Abstract


Under climate change, Malaysia's agricultural production showed decreasing in recent decades. This study tries to fill in the gaps to applying and extending the Cobb Douglas production function theory to examine the impact of climate change and economic factors on Malaysia's agricultural production. Using Engle-Granger (EG) test with 37 years of data from 1980 to 2016. The findings showed that the long-run estimated coefficients for rainfall, temperature, and interest rate were -0.338, -0.024, and -0.029, respectively. This indicates that each additional percent in rainfall, temperature, and interest rate will be affected the agricultural production, on average, to decrease by 0.338%, 0.024%, and 0.029%, respectively, holding others constant. Besides that, the long-run elasticity of real GDP per capita, employment, and Trend showed 0.509, 0.513, and 0.119, respectively. Increase 1% of real GDP per capita will lead to the agricultural production to increase about 0.509%, ceteris paribus. The elasticity of employment showed that each 10% increase in agricultural employment will increase the agricultural production on average 5.13%, ceteris paribus. Furthermore, the trend estimated coefficient showed that the agricultural production will have a constant growth rate which is 0.119% per year. All variables were statistically significant to explain the long-run agricultural production. The short-run rainfall, temperature, employment, and Trend were statistically significant to determine the short-run production growth. Therefore, advanced technology and the latest information on climate change are relevant to boost agricultural production growth. In addition, policymakers also suggested establishing lower interest rate loan facilities and no labor shortage in this industry.


Keywords


agriculture; climate change; global warming; economics; co-integration

Full Text:

PDF

References


Abbas, M., Barros, C., & Mosca, J. (2015). The Macroeconomy and Agricultural Production in Mozambique. Basic Research Journal of Agricultural Science and Review, 4(August), 247–255.

Adams, R., Hurd, B., Lenhart, S., & Leary, N. (1998). Effects of Global Climate Change on World Agriculture: An Interpretive Review. Climate Research, 11, 19–30. https://doi.org/10.3354/cr011019

Adekunle, W., & Ndukwe, C. I. (2018). The Impact of Exchange Rate Dynamics on Agricultural Output Performance in Nigeria. SSRN Electronic Journal, 87755. https://doi.org/10.2139/ssrn.3214757

Ahmed, F., Al-Amin, A. Q., Mohamad, Z. F., & Chenayah, S. (2016). Agriculture and Food Security Challenge of Climate Change: a Dynamic Analysis for Policy Selection. Scientia Agricola, 73(4), 311–321. https://doi.org/10.1590/0103-9016-2015-0141

Akhtar, R., Masud, M. M., & Afroz, R. (2019). Perception of Climate Change and the Adaptation Strategies and Capacities of the Rice Farmers in Kedah, Malaysia. Environment and Urbanization ASIA, 10(1), 99–115. https://doi.org/10.1177/0975425318822338

Al-Amin, A. Q., Filho, W. L., Trinxeria, J. M. de la, Jaafar, A. H., & Ghani, Z. A. (2011). Assessing the Impacts of Climate Change in the Malaysian Agriculture Sector and its Influences in Investment Decision. Middle East Journal of Scientific Research, 7(2), 225–234.

Alam, M. M., Siwar, C., bin Toriman, M. E., Molla, R. I., & Talib, B. (2012). Climate Change Induced Adaptation by Paddy Farmers in Malaysia. Mitigation and Adaptation Strategies for Global Change, 17, 173–186. https://doi.org/10.1007/s11027-011-9319-5

Alam, M. M., Siwar, C., Murad, M. W., & Toriman, M. (2011). Impacts of Climate Change on Agriculture and Food Security Issues in Malaysia: An Empirical Study on Farm Level Assessment. World Applied Sciences Journal, 14(3), 431–442.

Alam, M. M., Siwar, C., Talib, B., & Toriman, M. E. (2014). Impacts of Climatic Changes on Paddy Production in Malaysia: Micro Study on IADA at North West Selangor. Research Journal of Environmental and Earth Sciences, 6(5), 251–258. https://doi.org/10.19026/rjees.6.5767

Alexandratos, N. and J. Bruinsma. (2012). World Agriculture Towards 2030/2050: The 2012 Revision. ESA Working paper No. 12-03. Rome, FAO

Ali, R., Ali, A. K., Abd Fatah, F., & Elini Engku Ariff, E. (2010). Linkages of macroeconomic indicators and agricultural variables in Malaysia. Economic and Technology Management Review ©Malaysian Agricultural Research and Development Institute, 5, 1-9.

Ali, S., Liu, Y., Ishaq, M., Shah, T., Abdullah, Ilyas, A., & Din, I. (2017). Climate Change and Its Impact on the Yield of Major Food Crops: Evidence from Pakistan. Foods, 6(6), 39. https://doi.org/10.3390/foods6060039

Aydinalp, C., & Cresser, M. S. (2008). The Effects of Global Climate Change on Agriculture. American-Eurasian Journal of Agricultural and Environental Science, 3(5), 672–676.

Baek, J., & Koo, W. W. (2010). The U.S. Agricultural Sector and The Macroeconomy. Journal of Agricultural and Applied Economics, 42(3), 457–465. https://doi.org/10.1017/S1074070800003643

Barrios, S., Ouattara, B., & Strobl, E. (2008). The Impact of Climatic Change on Agricultural Production: Is it Different for Africa? Food Policy, 33(4), 287–298. https://doi.org/10.1016/j.foodpol.2008.01.003

Belloumi, M. (2014). Investigating the Impact of Climate Change on Agricultural Production in Eastern and Southern African Countries (No. 0003; AGRODEP Working Paper).

Brownson, S., Vincent, I., Emmanuel, G., & Etim, D. (2012). Agricultural Productivity and Macro-Economic Variable. International Journal of Economics and Finance, 4(8), 114–125. https://doi.org/10.5539/ijef.v4n8p114

Calzadilla, A., Zhu, T., Rehdanz, K., Tol, R. S. J., & Ringler, C. (2014). Climate Change and Agriculture: Impacts and Adaptation Options in South Africa. Water Resources and Economics, 5, 24–48. https://doi.org/10.1016/j.wre.2014.03.001

Chizari, A., Mohamed, Z., Shamsudin, M. N., & Seng, K. W. K. (2017). Economic Climate Model of the Oil Palm Production in Malaysia. International Journal of Horticulture, Agriculture and Food Science, 1(3), 27–32. https://doi.org/10.22161/ijhaf.1.3.6

Choe, Y. C. (1989). A Survey of Macroeconomics and Agriculture (Master's Thesis). Available from AgEon Search, Research in Agricultural & Applied Economics database. Retrieved from https://ageconsearch.umn.edu/record/11209.

Cobb, C. W., & Douglas, P. H. (1928). A Theory of Production. American Economic Review, 18, 139 - 165.

Department of Statistics Malaysia. (2019a). Employment. Retrieved from, https://dosm.gov.my/v1/uploads/files/3_Time%20Series/Malaysia_Time_Series_2019/21_Guna_Tenaga.pdf

Department of Statistics Malaysia. (2019b). National Account. Retrieved from, https://dosm.gov.my/v1/uploads/files/3_Time%20Series/Malaysia_Time_Series_2019/01_Akaun_Negara.pdf

Dlamini, N. S., Tijani, A. A., & Masuku, M. B. (2015). The Impact of Macroeconomic Policies on Agriculture in Swaziland: An Empirical Analysis (1980-2012). Journal of Economics and Sustainable Development, 6(15), 140–149.

Engle, R. F., & Granger, C. W. J. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251–276.

Fujimori, S., Iizumi, T., Hasegawa, T., Takakura, J., Takahashi, K., & Hijioka, Y. (2018). Macroeconomic Impacts of Climate Change Driven by Changes in Crop Yields. Sustainability, 10(10). https://doi.org/10.3390/su10103673

Gujarati, D. N. (1995). Basic Economitrics (Third Edit). Mcgraw-Hill.

Herath, G., Hasanov, A., & Park, J. (2020). Impact of Climate Change on Paddy Production in Malaysia: Empirical Analysis at the National and State Level Experience. Proceedings of the Thirteenth International Conference on Management Science and Engineering Management. ICMSEM. Advances in Intelligent Systems and Computing, Vol 1001 2019. https://doi.org/https://doi.org/10.1007/978-3-030-21248-3_48

Huong, N. T. L., Bo, Y. S., & Fahad, S. (2019). Economic Impact of Climate Change on Agriculture Using Ricardian Approach: A Case of Northwest Vietnam. Journal of the Saudi Society of Agricultural Sciences, 18(4), 449–457. https://doi.org/10.1016/j.jssas.2018.02.006

IPCC, 2014: Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of The Intergovernmental Panel on Climate Change [Core Writing Team, R.K. Pachauri and L.A. Meyer (eds.)]. IPCC, Geneva, Switzerland, 151 pp

Kadir, S. U. S. A., & Tunggal, N. Z. (2015). The Impact of Macroeconomic Variables towards Agricultural Productivity in Malaysia. South East Asia Journal of Contemporary Business, Economics and Law, 8(3), 21–27.

Laux, P., Jäckel, G., Tingem, R. M., & Kunstmann, H. (2010). Impact of Climate Change on Agricultural Productivity Under Rainfed Conditions in Cameroon—A Method to Improve Attainable Crop Yields by Planting Date Adaptations. Agricultural and Forest Meteorology, 150(9), 1258–1271. https://doi.org/10.1016/j.agrformet.2010.05.008

Liu, H., Li, X., Fischer, G., & Sun, L. (2004). Study on the Impacts of Climate Change on China’s Agriculture. Climatic Change, 65, 125–148. https://doi.org/10.1023/B:CLIM.0000037490.17099.97

Masud, M. M., Rahman, M. S., Al-Amin, A. Q., Kari, F., & Filho, W. L. (2014). Impact of Climate Change: An Empirical Investigation of Malaysian Rice Production. Mitigation and Adaptation Strategies for Global Change, 19, 431–444. https://doi.org/10.1007/s11027-012-9441-z

N’zué, F. F. (2018). Carbon Dioxide (CO2 ) Emissions in Côte d’Ivoire: Should We Worry? Journal of Economics and Sustainable Development, 9(24), 12–23. https://ourworldindata.org/co2-and-other-greenhouse-gas-emissions#the-long-run-history-cumulative-co2

Nashwan, M. S., Ismail, T., & Ahmed, K. (2019). Non-Stationary Analysis of Extreme Rainfall in Peninsular Malaysia. Journal of Sustainability Science and Management, 14(3), 17–34.

Odhiambo, W., Nyangito, H. O., & Nzuma, J. (2004). Sources and Determinants of Agricultural Growth and Productivity in Kenya (No. 34; KIPPRA Discussion Paper).

Odior, E. S. (2014). The Macroeconomic Policy Effect on Nigerian Agricultural Performance: One-Step Dynamic Forecasting Analysis. International Journal of Economics and Finance, World Bank, 6(9), 190–198. https://doi.org/10.5539/ijef.v6n9p190

Okun, A. M. (1962). Potential GNP & Its Measurement and Significance. American Statistical Association, Proceedings of the Business and Economic Statistics Section, 98 – 104.

Onakoya, A. B., Aroyewun-khostly, B., & Johnson, B. S. (2018). Value Added Agricultural Output and Macroeconomic Dynamics in the Nigerian Economy. Journal of Humanities, 3(4), 79–91.

Rosenzweig, C., & Parry, M. L. (1994). Potential Impact of Climate Change on World Food Supply. Nature, 367, 133–138. https://doi.org/10.1038/367133a0

Sinha, A., & Bhatt, M. . (2017). Environmental Kuznets Curve for CO2 and NOx Emissions: A Case Study of India. European Journal of Sustainable Development, 6(1), 267–276. https://doi.org/10.14207/ejsd.2017.v6n1p267

Siwar, C., Alam, M., Murad, W., & Al-Amin, A. Q. (2009). A Review of the Linkages between Climate Change, Agricultural Sustainability and Poverty in Malaysia. International Review of Business Research Papers (ISSN 1832-9543), 5(6), 309–321. https://doi.org/10.31219/osf.io/28vwc

Talib, B. A., & Darawi, Z. (2002). An Economic Analysis of The Malaysian Palm Oil Market. Oil Palm Industry Economic Journal, 2(1), 19–27.

Tang, K. H. D. (2019). Climate Change in Malaysia: Trends, Contributors, Impacts, Mitigation and Adaptations. Science of The Total Environment, 650, 1858–1871. https://doi.org/10.1016/j.scitotenv.2018.09.316

The World Bank, World Development Indicators (2019). Climate Change Knowledge Portal [Data file]. Retrieved from https://climateknowledgeportal.worldbank.org/download-data

Udah, S. C., & Nwachukwu, I. N. (2015). Determinants of Agricultural GDP Growth in Nigerian. International Journal of Agricultural Research and Review, 3(3), 184–190.

Vaghefi, N., Shamsudin, M. N., Makmom, A., & Bagheri, M. (2011). The Economic Impacts of Climate Change on the Rice Production in Malaysia. International Journal of Agricultural Research, 6(1), 67–74. https://doi.org/10.3923/ijar.2011.67.74

World Bank Group. 2019. Agricultural Transformation and Inclusive Growth : The Malaysian Experience. The Malaysia Development Experience Series;. World Bank, Washington, DC. © World Bank. https://openknowledge.worldbank.org/handle/10986/32642 License: CC BY 3.0 IGO."




DOI: https://doi.org/10.18196/agraris.v7i2.11274

Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Indexed By:

     


Office Address:
Department of Agribusiness, Faculty of Agriculture, Universitas Muhammadiyah Yogyakarta

Ground Floor of F3 Building (Siti Walidah)
Jl. Brawijaya, Tamantiro, Kasihan, Bantul. 55183
Telp.: +62 274 387656, Ext.: 201
HP or WhatsApp: +62 85328737828
Email: agraris@umy.ac.id

AGRARIS is licensed under a Creative Commons Attribution-ShareAlike 4.0  (CC BY-SA 4.0) International License.