Trends and Challenges in Agricultural Commodity Prices: A Bibliometric Review of Market Fluctuations and Policy Interventions
DOI:
https://doi.org/10.58812/wsis.v3i04.1860Keywords:
Agricultural Commodity Prices, Price Volatility, Agricultural Policy, Market Fluctuation, Bibliometric AnalysisAbstract
Agricultural commodity prices are subject to significant volatility, driven by a complex interplay of economic, environmental, and geopolitical factors. This study employs a bibliometric approach to systematically analyze global research trends related to agricultural price fluctuations and policy responses. Drawing on 20 years of data from the Scopus database, we examine the evolution of key themes, influential authors, institutional collaborations, and geographical contributions within the academic literature. Using VOSviewer, keyword co-occurrence, temporal mapping, and authorship networks were visualized to reveal the intellectual structure of the field. The analysis identifies three dominant thematic clusters: sustainability and land-use dynamics, market and crop-specific price behavior, and policy interventions in agricultural trade. Results show a growing shift in recent years toward interdisciplinary research encompassing biofuels, supply chain resilience, energy linkages, and technological innovations. The United States, United Kingdom, China, and Brazil emerge as major contributors to the literature, with strong collaborative ties across regions. Despite the field’s diversity and maturity, the study highlights gaps in evaluating long-term policy effectiveness and the underrepresentation of low-income, agriculture-dependent nations. This review offers valuable insights to inform future research directions and guide more inclusive, data-driven policy frameworks for managing agricultural commodity price volatility.
References
[1] R. Schnepf, “High agricultural commodity prices: What are the issues?,” Library of Congress, Congressional Research Service Washington, DC, USA, 2008.
[2] S. Nazlioglu, “World oil and agricultural commodity prices: Evidence from nonlinear causality,” Energy Policy, vol. 39, no. 5, pp. 2935–2943, 2011.
[3] Y. Wang, C. Wu, and L. Yang, “Oil price shocks and agricultural commodity prices,” Energy Econ., vol. 44, pp. 22–35, 2014.
[4] M. Huchet-Bourdon, “Agricultural commodity price volatility: an overview,” 2011.
[5] C. L. Gilbert, “Trends and volatility in agricultural commodity prices,” Agric. Commod. Mark. trade new approaches to Anal. Mark. Struct. Instab., pp. 31–60, 2006.
[6] J. L. Campiche, H. L. Bryant, J. W. Richardson, and J. L. Outlaw, “Examining the evolving correspondence between petroleum prices and agricultural commodity prices,” 2007.
[7] B. Fowowe, “Do oil prices drive agricultural commodity prices? Evidence from South Africa,” Energy, vol. 104, pp. 149–157, 2016.
[8] D. H. Vo, T. N. Vu, A. T. Vo, and M. McAleer, “Modeling the relationship between crude oil and agricultural commodity prices,” Energies, vol. 12, no. 7, p. 1344, 2019.
[9] B. L. Cabrera and F. Schulz, “Volatility linkages between energy and agricultural commodity prices,” Energy Econ., vol. 54, pp. 190–203, 2016.
[10] S. Nazlioglu and U. Soytas, “Oil price, agricultural commodity prices, and the dollar: A panel cointegration and causality analysis,” Energy Econ., vol. 34, no. 4, pp. 1098–1104, 2012.
[11] C. W. Su, X.-Q. Wang, R. Tao, and L. Oana-Ramona, “Do oil prices drive agricultural commodity prices? Further evidence in a global bio-energy context,” Energy, vol. 172, pp. 691–701, 2019.
[12] K. H. Koirala, A. K. Mishra, J. M. D’Antoni, and J. E. Mehlhorn, “Energy prices and agricultural commodity prices: Testing correlation using copulas method,” Energy, vol. 81, pp. 430–436, 2015.
[13] A. Kapusuzoglu and M. K. Ulusoy, “The interactions between agricultural commodity and oil prices: an empirical analysis.,” Agric. Econ. Ekon., vol. 61, no. 9, 2015.
[14] U. M. Persson, “The impact of biofuel demand on agricultural commodity prices: a systematic review,” Adv. Bioenergy Sustain. Chall., pp. 465–482, 2016.
[15] G. Nigatu, F. Badau, R. Seeley, and J. Hansen, “Factors contributing to changes in agricultural commodity prices and trade for the United States and the world,” 2020.
[16] N. T. Hung, “Oil prices and agricultural commodity markets: Evidence from pre and during COVID-19 outbreak,” Resour. policy, vol. 73, p. 102236, 2021.
[17] C. Sørensen, “Modeling seasonality in agricultural commodity futures,” J. Futur. Mark. Futur. Options, Other Deriv. Prod., vol. 22, no. 5, pp. 393–426, 2002.
[18] M. Borychowski and A. Czyżewski, “Determinants of prices increase of agricultural commodities in a global context,” Management, vol. 19, no. 2, pp. 152–167, 2015.
[19] J. A. Frankel and A. K. Rose, “Determinants of agricultural and mineral commodity prices,” HKS Fac. Res. Work. Pap. Ser., 2010.
[20] S. Solaymani, “Agriculture and poverty responses to high agricultural commodity prices,” Agric. Res., vol. 6, no. 2, pp. 195–206, 2017.
[21] M. K. Tule, A. A. Salisu, and C. C. Chiemeke, “Can agricultural commodity prices predict Nigeria’s inflation?,” J. Commod. Mark., vol. 16, p. 100087, 2019.
[22] C. J. Morrison Paul and J. M. MacDonald, “Tracing the effects of agricultural commodity prices and food costs,” Am. J. Agric. Econ., vol. 85, no. 3, pp. 633–646, 2003.
[23] M. Sari, S. Duran, H. Kutlu, B. Guloglu, and Z. Atik, “Various optimized machine learning techniques to predict agricultural commodity prices,” Neural Comput. Appl., vol. 36, no. 19, pp. 11439–11459, 2024.
[24] M. N. Macedo, R. S. DeFries, D. C. Morton, C. M. Stickler, G. L. Galford, and Y. E. Shimabukuro, “Decoupling of deforestation and soy production in the southern Amazon during the late 2000s,” Proc. Natl. Acad. Sci., vol. 109, no. 4, pp. 1341–1346, 2012.
[25] C. Dalin, M. Konar, N. Hanasaki, A. Rinaldo, and I. Rodriguez-Iturbe, “Evolution of the global virtual water trade network,” Proc. Natl. Acad. Sci., vol. 109, no. 16, pp. 5989–5994, 2012.
[26] D. Headey and S. Fan, “Anatomy of a crisis: the causes and consequences of surging food prices,” Agric. Econ., vol. 39, pp. 375–391, 2008.
[27] J. F. McCarthy, “Processes of inclusion and adverse incorporation: oil palm and agrarian change in Sumatra, Indonesia,” J. Peasant Stud., vol. 37, no. 4, pp. 821–850, 2010.
[28] E. F. Lambin et al., “Effectiveness and synergies of policy instruments for land use governance in tropical regions,” Glob. Environ. Chang., vol. 28, pp. 129–140, 2014.
[29] P. Hazell, C. Poulton, S. Wiggins, and A. Dorward, “The future of small farms: Trajectories and policy priorities,” World Dev., vol. 38, no. 10, pp. 1349–1361, 2010.
[30] B. D. Wright, “The economics of grain price volatility,” Appl. Econ. Perspect. Policy, vol. 33, no. 1, pp. 32–58, 2011.
[31] B. T. Van Zanten et al., “European agricultural landscapes, common agricultural policy and ecosystem services: a review,” Agron. Sustain. Dev., vol. 34, pp. 309–325, 2014.
[32] T. S. Jayne, D. Mather, and E. Mghenyi, “Principal challenges confronting smallholder agriculture in sub-Saharan Africa,” World Dev., vol. 38, no. 10, pp. 1384–1398, 2010.
[33] S. H. Irwin and D. R. Sanders, “Index funds, financialization, and commodity futures markets,” Appl. Econ. Perspect. Policy, vol. 33, no. 1, pp. 1–31, 2011.
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