Analysis of the Relationships Between Agricultural Producer Protection and Macroeconomic Variables in Fragile Five Countries by Bootstrap Panel Causality Test

Year 2023, Volume: 29 Issue: 2, 380 - 394, 31.03.2023

Şerif Canbay

https://doi.org/10.15832/ankutbd.1112584

Cited By: 1

Abstract

Agriculture is a leading sector that provides capital accumulation to sustain the economic development processes of developing countries’ economies. The low supply and demand elasticity of agricultural products cause fluctuations in agricultural product prices and producer income. Therefore, the first negative reflection of price instability that may arise from fluctuations is generally observed in farmers. Hence, policymakers intervene in the agricultural sector to reduce the instability in agricultural product prices and protect agricultural producers against these effects, as well as the capital accumulation needed for growth and development. Based on this background, this study analyzes the causality relationship between agricultural producer protection (PP) and the macroeconomic variables of Brazil, Indonesia, India, Türkiye, and South Africa, which are referred to as the Fragile Five countries, using the panel bootstrap panel causality test developed by Kónya (2006) with the data between 2000 and 2020. The study findings differ among the countries in the sample. It was determined that there are causality relationships between agricultural PP and economic growth, economic development and inflation variables in all countries involved in this study. Although it is difficult to generalize the main findings of the study to all countries in the sample, it can be concluded that economic growth, economic development and inflation, and agricultural PP variables interact with one another. The study also concludes that the protective and supportive measures for agriculture, a significant sector for the macroeconomic performance indicators of the country’s economies, are too important to be neglected.

Keywords

Agricultural economics, Support policy, Subsidies, Food shortages, Economic growth, Inflation

References

• Abbott P C, Hurt C & Tyner W E (2008). What’s driving food prices? Farm Foundation Issue Report, Retrieved on April 02, 2022, from https://www1.eere.energy.gov/bioenergy/pdfs/farm_foundation_whats_driving_food_prices.pdf. doi.org/10.2172/1218370
• Albers R & Peeters M (2011). Food and energy prices, government subsidies and fiscal balances in South Mediterranean countries. Online at https://mpra.ub.uni-muenchen.de/28788/ MPRA Paper No. 28788
• Alesina A (2012). Fiscal policy after the great recession. Atlantic Economic Journal 40: 429-435. doi.org/10.1007/s11293-012-9337-z
• Algan N, İşcan E & Oktay D S (2021). Asymmetric impact of oil price on food prices: the case of Turkey. Çukurova Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 30(1): 11-21. doi.org/10.35379/ cusosbil.748530
• Andreosso- O’callaghan B (2003). The Economics of European Agriculture. New York: Palgrave Macmillan.
• Awokuse T O & Xie R (2015). Does agriculture really matter for economic growth in developing countries? Canadian Journal of Agricultural Economics/Revue canadienne d’agroeconomie 63(1): 77-99. doi.org/10.1111/cjag.12038 
• Balisacan A M & Roumasset J A (1987). Public choice of economic policy: The growth of agricultural protection. Weltwirtschaftliches Archiv 123(2): 232-248. doi.org/10.1007/bf02706661 
• Baltagi B H, Feng Q & Kao C (2012). A lagrange multiplier test for cross-sectional dependence in a fixed effects panel data model. Journal of Econometrics 170(1): 164-177. doi.org/10.1016/j.jeconom.2012.04.004
• Bekkers E, Brockmeier M, Francois J & Yang F (2017). Local food prices and international price transmission. World Development 96: 216-230. doi.org/10.1016/j.worlddev.2017.03.008
• Bekun F V & Akadiri S S (2019). Poverty and agriculture in Southern Africa revisited a panel causality perspective. SAGE Open 9(1): 1-10. doi.org/10.1177/2158244019828853
• Bezlepkina I V & Lansink A O (2006). Impact of debts and subsidies on agricultural production: farm-data evidence. Quarterly Journal of International Agriculture 45(1): 7-34.
• Birner R & Resnick D (2010). The political economy of policies for smallholder agriculture. World Development 38(10): 1442-1452. doi.org/10.1016/j.worlddev.2010.06.001
• Breusch T S & Pagan A R (1980). The lagrange multiplier test and its applications to model specification in econometrics. The Review of Economic Studies 47(1): 239-253. doi.org/10.2307/2297111
• Canbay Ş (2021). Does agricultural support policy affect crop production in Turkey? Bartın University Journal of Faculty of Economics and Administrative Sciences 12(23): 130-140. doi.org/10.47129/bartiniibf.896106 
• Caracciolo F, Gotor E & Santeramo F G (2014). European common agricultural policy impacts on developing countries commodities prices. Regional and Sectoral Economic 14(2): 17-30.
• Clapp J (2017). Food self-sufficiency: making sense of it, and when it makes sense. Food Policy 66: 88-96. doi.org/10.1016/j.foodpol.2016.12.001
• Demirtas B (2021). Agricultural supports and farmers’ satisfaction: A latent variable application in Turkey. Revista De La Facultad De Agronomía 38: 151-175. doi.org/10.47280/revfacagron(luz).v38.n1.08 
• Doğan Z, Arslan S & Berkman A N (2015). Development and problems of agricultural sector in Turkey: a historical outlook, Academic Review of Economics and Administrative Sciences 8(1): 29-41.
• Edwards F, Dixon J, Friel S, Hall G, Larsen K, Lockie S & Hattersley L (2011). Climate change adaptation at the intersection of food and health. Asia Pac J Public Health 23(2): 91-104. doi.org/10.1177/1010539510392361
• Ela A, Miran B, Bektaş Z K & Cankurt M (2016). The effects of alternative marketing and agricultural policies on supplies of conventional and organic raisins. Anadolu Journal of Agricultural Sciences 31(3): 345-352. doi.org/10.7161/omuanajas.269987
• Engel E (1857). Die Produktions-und Ernteerträge und der Getreidehandel im preussischen Staate. Zeitschrift des Königlichen preussischen statischen Bureaus 1: 249-289
• Erdal H, Erdal G & Ayyildiz B (2021). Are support policies for sustainable livestock important? Causality between animal existence and support policies: VECM analysis for Turkey. JAPS: Journal of Animal & Plant Sciences 31(1): 254-264. doi.org/10.36899/JAPS.2021.1.0212
• FAO (2022). FAO food price index rises to record high in February. Retrieved in April, 04, 2022 from https://www.fao.org/newsroom/detail/fao-food-price-index-rises-to-record-high-in-february/en
• Fisher A G B (1939). Production, primary, secondary and tertiary. Economic Record 15(1): 24-38. doi.org/10.1111/j.1475-4932.1939.tb01015.x
• Gautam M (2015). Agricultural subsidies: resurging interest in a perennial debate. Indian Journal of Agricultural Economics 70(1): 83-105. doi.org/10.22004/ag.econ.229968
• Gollin D (2010). Agricultural productivity and economic growth. Handbook of Agricultural Economics 4: 3825-3866. doi.org/10.1016/S1574-0072(09)04073-0
• Grossman G M & Krueger A B (1991). Environmental impacts of a North American free trade agreement. National Bureau of Economic Research 3914: 1-57. doi.org/10.3386/w3914 
• Gruère G & Brooks J (2021). Characterising early agricultural and food policy responses to the outbreak of COVID-19. Food Policy 100: 102017. doi.org/10.1016/j.foodpol.2020.102017 
• Gu Z (2014). Evolution of post-war agricultural support policies in China’s Taiwan. Asian Agricultural Research 6(11): 58-61.
• Güloğlu B & Nazlıoğlu Ş (2013). Impacts of inflation on agricultural prices: panel smooth transition regression analysis. Siyaset, Ekonomi ve Yönetim Araştırmaları Dergisi 1(1): 1-20.
• Hennessy D A (1998). The production effects of agricultural income support policies under uncertainty. American Journal of Agricultural Economics 80(1): 46-57. doi.org/10.2307/3180267 
• Henningsen A, Kumbhakar S C & Lien G D (2009). Econometric analysis of the effects of subsidies on farm production in case of endogenous input quantities. AAEA & ACCI Joint Annual Meeting, Milwaukee, Wisconsin, USA.
• Johnston B F & Mellor J W (1961). The role of agriculture in economic development. The American Economic Review 51(4): 566-593.
• Jomo K S & Chowdhury A (2020). COVID-19 Pandemic Recession and Recovery. Development (Rome) 63(2-4): 226-237. doi.org/10.1057/s41301-020-00262-0
• Kalabak A Y & Aslan R (2021). The effect of some area-based agricultural supports on wheat production: a case of Balıkesir (2009-2015). Hacettepe University Journal of Economics and Administrative Sciences 39(1): 85-102. doi.org/10.17065/huniibf.695851
• Kırca M & Canbay Ş (2020). Phillips curve analysis for Fragile Five Countries. Journal of Economics Business and Political Researches 5(12): 130-140.
• Kónya L (2006). Exports and growth: granger causality analysis on OECD countries with a panel data approach. Economic Modelling 23(6): 978–992. doi.org/10.1016/j.econmod.2006.04.008
• Köse Z & Meral G T (2021). A study on the relationship between agricultural support, food security and economic growth in Turkey. Studies on Social Science Insights 1(2): 51-73. doi.org/10.53035/SOSSCI.21
• Kumar A, Kumar P & Sharma A N (2011). Rural poverty and agricultural growth in India: implications for the twelfth five year plan. Indian Journal of Agricultural Economics 66(3): 269-278.
• Kuznets S (1955). Economic growth and income inequality. The American Economic Review 45(1): 1-28
• Kuznets S (1972). Notes sur le décollage. Croissance et structure économique, Paris, Calmannlévy.
• Lundberg M (2005). Agricultural Market Reforms. A. Coudouel and S. Paternostro (Eds.), Analyzing the Distributional Impact of Reforms: A Practitioner’s Guide to Trade, Monetary and Exchange Rate Policy, Utility Provision, Agricultural Markets, Land Policy and Education. Washington DC: The World Bank.
• Matlou R, Bahta Y T, Owusu-Sekyere E & Jordaan H (2021). Impact of agricultural drought resilience on the welfare of smallholder livestock farming households in the northern cape province of South Africa. Land 10(6): 562. doi.org/10.3390/land10060562
• Malaisamy A (2021). Agricultural marketing system and price support-challenge, problems and policy suggestions for priority area in India. SELP Journal of Social Science 12(48): 24-29.
• McCloud N & Kumbhakar S C (2008). Do subsidies drive productivity? A crosscountry analysis of Nordic dairy farms. In: Bayesian econometrics. Emerald Group Publishing Limited, ed. by Siddhartha Chib, William Griffiths, Gary Koop, Dek Terrell. Emerald Group Publishing Limited, 23: 245-274. https://doi.org/10.1016/S0731-9053(08)23008-2
• Mncina S D & Agholor A I (2021). Comprehensive agricultural support programme as the prime mover of agricultural development agenda in South Africa. South African Journal of Agricultural Extension 49(1): 122-140. doi.org/10.17159/2413-3221/2021/v49n1a10782
• Nastis S A, Papanagiotou E & Zamanidis S (2012). Productive efficiency of subsidized organic alfalfa farms. Journal of Agricultural and Resource Economics 37(2): 280-288.
• OECD (2005). Agriculture and development: the case for policy coherence. https://doi.org/10.1787/9789264013353-en.
• OECD (2019). Agricultural policy monitoring and evaluation 2019. OECD Publishing, Paris, doi.org/10.1787/39bfe6f3-en
• OECD (2022a). Inflation (CPI) (indicator), Retrieved in June, 13, 2022 from https://data.oecd.org/price/inflation-cpi.htm doi.org/10.1787/eee82e6e-en
• OECD (2022b). Producer protection (indicator), Retrieved in February, 28, 2022 from https://data.oecd.org/agrpolicy/producer-protection.htm doi.org/10.1787/f99067c0-en
• Oyakhilomen O & Zibah R G (2014). Agricultural production and economic growth in Nigeria: implication for rural poverty alleviation. Quarterly Journal of International Agriculture 53(3): 207-223. doi.org/10.22004/ag.econ.195735
• Özdemir Z (1989) Türk tarımında destekleme uygulamaları ve sonuçları. İstanbul Üniversitesi İktisat Fakültesi Mecmuası 47(1-4): 261-279.
• Page H (2013). Global governance and food security as global public good. New York: Center on International Cooperation.
• Pelling M, Özerdem A & Barakat S (2002). The macro-economic impact of disasters. Progress in Development Studies 2(4): 283-305. doi.org/10.1191/1464993402ps042ra
• Pesaran M H (2004). General diagnostic tests for cross section dependence in panels. Cambridge Working Papers in Economics. doi.org/:10.17863/CAM.5113
• Pesaran M H, Ullah A & Yamagata T (2008). A bias-adjusted lm test of error cross-section independence. The Econometrics Journal 11(1): 105-127. doi.org/10.1111/j.1368-423X.2007.00227.x
• Pesaran M H & Yamagata T (2008). Testing slope homogeneity in large panels. Journal of Econometrics 142(1): 50-93. doi.org/10.1016/j.jeconom.2007.05.010
• Poernomo A (2017). Analysis of the protection of input subsidies policy (fertilizer and seed) and production output in rice plant agriculture in Indonesia. Eko-Regional: Jurnal Pembangunan Ekonomi Wilayah 12(1): 49-55. doi.org/10.20884/1.erjpe.2017.12.1.1069.
• Polat H (2011). Manufacturing industry in economy of Turkey. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 1(2): 24-39.
• Prebisch R (1950). The economic development of Latin America and its principal problems. New York: United Nations.
• Rad-Tüzün S & Aslan S J (2018). Between the years 2002-2017 applied agricultural policies and practices in Turkey. Social Sciences Studies Journal 4(21): 3271-3278. doi.org/10.26449/sssj.749
• Roe T, Somwaru A & Diao X (2002). Do direct payments have intertemporal effects on U.S.’s agriculture? in government policy and farmland markets: the maintenance of farmer wealth. Trade and Macroeconomics Division International Food Policy Research Institute, ed. By Charles B. Moss and Andrew Schmitz, Iowa State Press.
• Schneider K & Gugerty M K (2011). Agricultural productivity and poverty reduction: linkages and pathways. The Evans School Revie 1: 56-74.
• Schultz T W (1964). Transforming traditional agriculture. New Haven: Yale University Press.
• Searchinger T D, Malins C, Dumas P, Baldock D, Glauber J, Jayne T, Huang J & Marenya P (2020). Revising public agricultural support to mitigate climate change. Development Knowledge and Learning, Washington, DC: World Bank. Retrieved on March 02, 2022, from https://openknowledge.worldbank.org/handle/10986/33677
• Sharma S K & Das A (2018). EU-Brazil proposal on farm support: strengthening: agricultural reforms or undermining them?. Agricultural Economics Research Review 31(1): 75-86. doi.org/10.5958/0974-0279.2018.00007.1
• Singer H W (1950). American economic association the distribution of gains between investing and borrowing countries. The American Economic Review 40(2): 473-485.
• Singh-Peterson L & Lawrence G (2015). Insights into community vulnerability and resilience following natural disasters: perspectives with food retailers in Northern NSW, Australia. Local Environment 20(7): 782-795. doi.org/10.1080/13549839.2013.873396
• Sims C A (1980). Macroeconomics and reality. Econometrica 48(1): 1-48. doi.org/10.2307/1912017
• Skuras D, Kostas T, Dimara E & Tzelepis D (2006). The effects of regional capital subsidies on productivity growth: a case study of the Greek food and beverage manufacturing industry. Journal of Regional Science 46(2): 355-381. doi.org/10.1111/j.0022-4146.2006.00445.x
• Stiglitz J E (1987). Some theoretical aspects of agricultural policies. The World Bank Research Observer 2(1): 43-60. doi.org/10.1093/wbro/2.1.43
• Şaşmaz M Ü & Yayla Y E (2018). Evaluation of determinants of economic development: economic factors. International Journal of Public Finance 3(2): 249-268. doi.org/10.30927/ijpf.463825
• Taylor J E & Lybbert T J (2020). Essentials of development economics. In Essentials of Development Economics, Third Edition. University of California Press. doi.org/10.1525/9780520975040
• Terin M, Aksoy A & Güler İ O (2013). A study on determination of economic factors affecting agricultural growth. Iğdır Univ J Inst Sci & Tech 3(3): 41-50.
• Uslu H & Apaydın F (2021). An empirical analysis on agricultural productivity and area-based supports in Turkey. Hitit Journal of Social Sciences 14(2): 477-499. doi.org/10.17218/hititsbd.1002014
• Valentina S (2020). Covid 19 is driving up food prices all over the world. Retrieved in February 28, https://ilostat.ilo.org/covid-19-is-driving-up-food-prices-all-over-the-world/
• Vozarova I K & Kotulic R (2016). Quantification of the effect of subsidies on the production performance of the Slovak agriculture. Procedia Economics and Finance 39: 298-304. doi.org/10.1016/S2212-5671(16)30327-6
• Wickramasinghe G A U (2018). Fostering productivity in the rural and agricultural sector for inclusive growth in Asia and the Pacific. Asia-Pacific Development Journal 24(2): 1-22. doi.org/10.18356/f85ba82d-en 
• Wodon Q & Zaman H (2008). Rising food prices in sub-Saharan Africa: poverty impact and policy responses. World Bank Policy Research Working Paper 4738. doi.org/10.1596/1813-9450-4738 
• World Bank (2022a). GDP growth (annual %), Retrieved on June 13, 2022, from https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG
• World Bank (2022b). GDP per capita, PPP (constant 2017 international $), Retrieved in February, 28, 2022 from https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.KD
• World Bank (2022c). Agriculture, forestry, and fishing, value added (% of GDP), Retrieved on June 13, 2022, from https://data.worldbank.org/indicator/NV.AGR.TOTL.ZS?view=chart
• World Bank (2022d). GDP (constant 2015 US$), Retrieved on February 28, 2022 from https://data.worldbank.org/indicator/NY.GDP.MKTP.KD
• World Bank (2022e). Consumer price index (2010 = 100), Retrieved in February, 28, 2022 from https://data.worldbank.org/indicator/FP.CPI.TOTL
• Yeni O & Teoman Ö (2022). The agriculture-environment relationship and environment-based agricultural support instruments in Turkey. European Review 30(2): 194-218. doi.org/10.1017/s1062798720001015
• Yıldız F (2017). The effect of agricultural support payments made from the central government budget on agricultural production in Turkey: the period of 2006- 2016, Sayıştay Dergisi 104: 45-63
• Zellner A (1962). An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. Journal of the American Statistical Association 57(298): 348-368. doi.org/10.1080/01621459.1962.10480664