Volatilitas harga pangan pokok di pasar global sebagai dampak pandemi COVID-19 dan resesi ekonomi dunia

The price volatility of staple food in the global market as an impact of COVID-19 pandemic and world economic recession

Keywords: Covid-19, economic recession, staple food

Abstract

Introduction: Most food commodity prices on the world market increased drastically in late 2006 to mid 2008. The increase in food prices in 2008 was triggered by the global crisis. In 2020, the world is facing a global recession caused by the Covid-19 pandemic. This study aims to examine the impact of the global recession on the prices of several food commodities in the global market. Methods: Analysis of food price volatility in global markets using secondary time series data on monthly staple food prices for the period January 1960 to December 2020 (720 time series). This study analyzes the volatility of staple food prices using the Autoregressive Conditional Heteroscedastic (ARCH) model Generalized Autoregressive Conditional Heteroscedastic (GARCH). Results: The results showed that most food commodity prices had high volatility during the 1973 crisis and 2008 crisis. However, food prices were not too affected by the 2020 global recession. Volatility analysis was conducted to determine the movement of food commodity prices during the crisis and recession. Secondary data obtained from the World Bank's Pink Sheet Data were used in this study. The nature of the data is a monthly time series from January 1960 to December 2020. The volatility analysis is estimated using the ARIMA (Autoregressive Integrated Moving Average) and ARCH-GARCH (Autoregressive Conditional Heteroscedasticity-Generalized Autoregressive Conditional Heteroscedasticity) models. Conclusion: the results of the study indicate that most food commodity prices have high volatility during the 1973 crisis and 2008 crisis. However, food prices are not too affected by the 2020 global recession.

References

[FAO] Food and Agriculuture Organization. (2015). The Impact of natural hazards and disasters on agriculture and food security and nutrition - updated may 2015 (p. 16). Food and Agriculuture Organization. https://www.fao.org/emergencies/resources/documents/resources-detail/en/c/280784/

[FAO] Food and Agriculuture Organization. (2021). The state of food security and nutrition in the world 2021. Food and Agriculuture Organization.

[ITC] International Trade Center. (2022). List of exportes products for the selected product. https://www.trademap.org/Product_SelProduct_TS.aspx?nvpm=1%7C%7C%7C%7C%7CTOTAL%7C%7C%7C2%7C1%7C1%7C2%7C2%7C1%7C1%7C1%7C1%7C1

Bairagi S, Mishra AK, Mottaleb KA. (2022). Impacts of the covid-19 pandemic on food prices: evidence from storable and perishable commodities in India. Plos One, 17(3), e0264355. https://doi.org/10.1371/journal.pone.0264355.

Berhane, G., Paulos, Z., Tafere, K., Tamiru, S., Ifprihomeoffice, S., Berhane, G., Paulos, Z., & Tafere, K. (2011). ESSP II Working Paper 23 Foodgrain Consumption and Calorie Intake Patterns in Ethiopia.

Bode, J. W., Empie, M. W., & Brenner, K. D. (2014). Evolution of high fructose corn syrup within the sweeteners industry. Dalam Fructose, high fructose corn syrup, sucrose and health (hlm. 137–148). Springer.

Carolina, R. A., Mulatsih, S., & Anggraeni, L. (2016). Analisis volatilitas harga dan integrasi pasar kedelai indonesia denan pasar kedelai dunia. Jurnal Agro Ekonomi, 34(1), 47–66. https://doi.org/http://dx.doi.org/10.21082/jae.v34n1.2016.47-66

Chum, H. L., Warner, E., Seabra, J. E., & Macedo, I. C. (2014). A comparison of commercial ethanol production systems from Brazilian sugarcane and US corn. Biofuels, bioproducts and biorefining, 8(2), 205–223.

Dawe D, Slayton T. (2010). The rice crisis: market policies and food security. London (UK): Routledge.

Dybowski, G., & Bugala, A. (2016). Global food market - new factors influencing development. AGROFOR International Journal, 1(2), 13–19. https://doi.org/10.7251/AGRENG1602013D

Erokhin, V., & Gao, T. (2020). Impacts of COVID-19 on trade and economic aspects of food security: Evidence from 45 developing countries. International journal of environmental research and public health, 17(16), 5775.

Firdaus, M. (2011). Aplikasi ekonometrika untuk data panel dan time series. IPB Press.

Hapsari, N. I., & Rudiarto, I. (2017). Faktor-faktor yang mempengaruhi kerawanan dan ketahanan pangan dan implikasi kebijakannya di Kabupaten Rembang. Jurnal Wilayah Dan Lingkungan, 5(2), 125–140. https://doi.org/10.14710/jwl.5.2.125-140

Ilaboya, I. R., Atikpo, E., Omofuma, F. E., Asekhame, F. F., & Umukoro, L. (2012). Causes, effects and way forward to food insecurity. Iranica Journal of Energy & Environment, 3(2), 180–188. https://doi.org/10.5829/idosi.ijee.2012.03.02.1673

Jaworska, M. (2018). Food imports and food security of main global market players. In Proceedings of the 2018 International Scientifi c Conference ‘Economic Sciences for Agribusiness and Rural Economy’ No 2, 245–251. https://doi.org/10.22630/ESARE.2018.2.32

Kalkuhl, M., Braun, J. von, & Torero, M. (2016). Volatile and extreme food prices, food security, and policy: An overview. Food price volatility and its implications for food security and policy, 3–31.

Kang, Y., Baidya, A., Aaron, A., Wang, J., Chan, C., & Wetzler, E. (2021). Differences in the early impact of covid-19 on food security and livelihoods in rural and urban areas in the Asia Pacific Region. Global Food Security, 31, 1–12. https://doi.org/10.1016/j.gfs.2021.100580

Kennedy, P. L., & Garcia-Fuentes, P. A. (2016). A supply and demand estimation of the United States high fructose corn syrup market. AgEcon Search.

Kummu, M., Kinnunen, P., Lehikoinen, E., Porkka, M., Queiroz, C., Roos, E., Troell, M., & Weil, C. (2020). Interplay of trade and food system resilience: gains on supply diversity over time at the cost of trade independency. Global Food Security, 24, 1–10. https://doi.org/10.1016/j.gfs.2020.100360

Peters, M., Langley, S. V., & Westcott, P. C. (2009). Agricultural commodity price spikes in the 1970s and 1990s: Valuable lessons for today (No. 1490-2016-127304, pp. 16-23).

Purwantini, T. B. (2014). Pendekatan rawan pangan dan gizi: besaran, karakteristik, dan penyebabnya. Forum Penelitian Agro Ekonomi, 32(1), 1–17. https://doi.org/10.21082/fae.v32n1.2014.1-17

Rachmadhan, A. A., Kusnadi, N., & Adhi, A. K. (2020). Pengaruh kebijakan subsidi pupuk terhadap produksi gula kristal putih Indonesia. Jurnal Agro Industri Perkebunan, 8(1), 9–19. https://doi.org/https://doi.org/10.25181/jaip.v8i1.1266

Reza, M. A., Firdaus, M., & Novianti, T. (2014). Analyses of food price stabilization in Indonesia. ASEAN Journal of Economics, Management and Accounting, 2(1&2), 48–63.

Ruslan, K. (2021). Food and horticulture crop productivity in Indonesia (No. 37; Policy Paper). Center for Indonesian Policy Studies.

Sholihah, F., & Kusnadi, N. (2019). Dampak pengembangan biofuels terhadap volatilitas harga beberapa komoditas pangan di pasar dunia. Jurnal Agro Ekonomi, 37(2), 157–170. https://doi.org/http://dx.doi.org/10.21082/jae.v37n2.2019.157-170

Sumaryanto. (2009). Analisis volatilitas harga eceran beberapa komoditas pangan utama dengan model ARCH/GARCH. Jurnal Agro Ekonomi, 27(2), 135–163. https://doi.org/http://dx.doi.org/10.21082/jae.v27n2.2009.135-163

Suryana, A. (2014). Menuju ketahanan pangan indonesia berkelanjutan 2025: tantangan dan penanganannya. Forum Penelitian Agro Ekonomi, 32(2), 123–135. https://doi.org/10.21082/fae.v32n2.2014.123-135

Timmer, C. P., & Dawe, D. (2010). Food crises past, present (and future?): Will we ever learn. The Rice Crisis: Markets, Policies, and Food Security.

Trostle, R. (2010). Global Agricultural Supply and Demand: Factors Contributing to the Recent Increase in Food Commodity Prices (rev. Ed. ). DIANE Publishing.

Walls, H., Baker, P., Chirwa, E., & Hawkins, B. (2019). Food security, food safety & healthy nutrition: are they compatible?. Global Food Security, 21, 69–71. https://doi.org/10.1016/j.gfs.2019.05.005

Walter, A., Galdos, M. V., Scarpare, F. V., Leal, M. R. L. V., Seabra, J. E. A., da Cunha, M. P., Picoli, M. C. A., & de Oliveira, C. O. F. (2014). Brazilian sugarcane ethanol: Developments so far and challenges for the future. Wiley Interdisciplinary Reviews: Energy and Environment, 3(1), 70–92.

Widarjono, A. (2018). Ekonometrika: pengantar dan aplikasinya, disertai panduan eviews. UPP STIM YKPN.

Wijayati, P. D., Harianto, & Suryana, A. (2019). Permintaan pangan sumber karbohidrat di Indonesia. Analisis Kebijakan Pertanian, 17(1), 13–26. https://doi.org/10.21082/akp.v17n1.2019.13-26

World Bank. (2021). Food security and covid-19. agriculture and food. https://www.worldbank.org/en/topic/agriculture/brief/food-security-and-covid-19#:~:text=Between 720 and 811 million,in 2020 than in 2019

Published
2022-03-31
How to Cite
Wijayati, P. D., Laily, D., & Atasa, D. (2022). Volatilitas harga pangan pokok di pasar global sebagai dampak pandemi COVID-19 dan resesi ekonomi dunia. AGROMIX, 13(1), 89-103. https://doi.org/10.35891/agx.v13i1.2874