Effects of Fluctuations in Cocoa Price on its Production and Export in Nigeria: A Nonlinear AutoRegressive Distributed Lag Approach
DOI:
https://doi.org/10.31181/sa21202421Keywords:
Fluctuations, Cocoa price, Cocoa production, Cocoa export, ARDLAbstract
The study examined the influence of prices on cocoa production and exports in Nigeria. The variables under review included key aspects of cocoa production such as Cocoa Output (CO), Yield (YE), Area Harvested (AH), and Cocoa Export (CEX), as well as cocoa World Price (WP) and Producer Price (PP). Secondary data spanning from 1980 to 2020 were sourced from reputable national and international sources such as the Food and Agriculture Organization (FAO), quarterly bulletin of cocoa statistics, and World Bank commodity price data (the pink sheet), among others. Analytical tools employed in the study included descriptive statistics, a growth function model and graphs and a Nonlinear Auto-Regressive Distributed Lag (NARDL) model. The result of the growth function analysis indicated a slow growth rate in YE, CO, AH and CEX while WP and PP have a relatively faster growth rate. The result also confirmed significant acceleration in WP, PP, CO, AH and CEX while for YE, there is stagnancy. The influence of WP and PP on cocoa production and exports in Nigeria was examined using a novel cointegration technique, NARDL. The findings indicated that both positive and negative decomposed partial sums of PP and WP had insignificant effects on CO, while they had significant effects on CEX. Based on these results, the study concluded that prices of cocoa had significantly impacted CEXs in Nigeria. Cocoa farmers are encouraged to step up their game to achieve increased production and export so as to benefit more from the upward trend of cocoa prices. It is also recommended that the government should introduce price-related reforms that will improve the transmission of WPs to farmers and ensure transparency and accountability in implementing such reforms.
References
[1] Thomas, K. A., Oladjide, A., & Olutayo, M. O. (2022). Cocoa commercialisation in Nigeria: issues and prospects (Vol. 79). https://pdfs.semanticscholar.org/99b5/1681b6bfda6a96e0d62364f82167f71a0946.pdf
[2] Oduwole, O. O. (2004). Adoption of improved agronomic practices by cocoa farmers in Nigeria: a multivariate tobit analysis. https://www.amazon.com/Adoption-Agronomic-Practices-Farmers-Nigeria/dp/3844313206
[3] Nkang, N. M., Ajah, E. A., Abang, S. O., & Edet, E. O. (2009). Investment in cocoa production in Nigeria: A cost and return analysis of three cocoa production management systems in the Cross River State cocoa belt. African journal of food, agriculture, nutrition and development, 9(2), 713–727.
[4] Afolayan, O. S. (2020). Cocoa production pattern in Nigeria: The missing link in regional agro-economic development. Annals of the university of oradea, geography series, 30(1), 88–96. DOI:10.30892/auog.301110-815
[5] OECD. (2024). Crop production. https://doi.org/10.1787/4994e677-en
[6] Sangita, D., & Flavia, N. (2016). Collecting producer prices at point of sales: rationale, challenges and proposed solutions, the Uganda experience. https://www.fao.org/fileadmin/templates/ess/documents/apcas26/presentations/APCAS-16-8.6____-_FAO_-_Collecting_Producer_Prices.pdf
[7] Farlex Financial Dictionary. (2009). World price definition. https://financial-dictionary-the-freedictionary.com/World+Price.
[8] Mchopa, A., Kazungu, I., & Ndiege, B. (2012). Pricing issues and perspective. Internal Printers Ltd. Moshi.
[9] Mishra, A. K., & Regmi, U. (2017). Effects of price fluctuation on the financial capacity of “Class A” contractors. International journal of creative research thoughts (ijcrt), 5(4), 1920–1938.
[10] AArısoy, H., & Bayramoğlu, Z. (2017). Determination of the effect of price fluctuations on producer income--the case of potatoes. Turkish journal of agriculture-food science and technology, 5(11), 1342–1349.
[11] Ebi, B., & Ape, A. S. (2014). Supply response of selected agricultural export commodities in Nigeria. Lap Lambert Academic Publishing.
[12] Mesike, C. S., Okoh, R. N., & OE, I. (2011). Cocoa supply response in Nigeria: an error correction modelling approach. International journal of agricultural and rural development, 3(1), 2–6.
[13] Darkwah, S. A., & Verter, N. (2014). An empirical analysis of cocoa bean production in Ghana. European scientific journal, 10(16), 295–306.
[14] Gama, E. N., Abdusalam, R. Y., & Katanga, Y. N. (2021). Estimation of short-run and long-run effects of cocoa price fluctuation on export and area harvested in Nigeria. Dutse journal of pure and applied sciences (dujopas), 7(1), 110–115.
[15] Essien, E. B., Dominic, A. O., & Sunday, E. R. (2011). Effects of price and exchange rate Fluctuations on agricultural exports in Nigeria. International journal of economic development research and investment, 2(1), 1–10.
[16] Xie HuaLin, X. H., & Wang BoHao, W. B. (2017). An empirical analysis of the impact of agricultural product price fluctuations on China’s grain yield. http://www.mdpi.com/2071-1050/9/6/906/htm
[17] Ogunleye, K. Y., & Oladeji, J. O. (2007). Choice of cocoa market channels among cocoa farmers in ila local government area of Osun state, Nigeria. Middle-east journal of scientific research, 2(1), 14–20.
[18] Agbebaku, E. E. O., Akinlembola, O. A., Folarin, O. E., Dada, O. A., & Orisasona, T. M. (2017). Perceived effects of cocoa price variation on cocoa marketing in Nigeria. International journal of innovative research and advanced studies(ijiras), 4(3), 415–421.
[19] Awoyemi, A. O., & Aderinoye-Abdulwahab, S. A. (2019). Assessment of the use of cocoa production management practices among cocoa farmers in Ekiti State, Nigeria. Agro-science, 18(2), 37–41. https://doi.org/10.4314/as.v18i2.7
[20] Huka, H., Ruoja, C., & Mchopa, A. (2014). Price fluctuation of agricultural products and its impact on small scale farmers development: Case analysis from Kilimanjaro Tanzania. European journal of business and management, 6(36), 155–160.
[21] Thornton, P. K., Jones, P. G., Alagarswamy, G., Andresen, J., & Herrero, M. (2010). Adapting to climate change: agricultural system and household impacts in East Africa. Agricultural systems, 103(2), 73–82. https://doi.org/10.1016/j.agsy.2009.09.003
[22] Timmer, P. (2011). Managing Price Volatility: Approaches at the global, national, and household levels. Center on Food Security and the Environment.
[23] Triki, T., & Affes, Y. (2011). Managing commodity price volatility in Africa. Africa economic brief, 2(12), 1–7.
[24] Mustapha, U., & Culas, R. (2013). Causes, magnitude and consequences of price variability in agricultural commodity market: an african perspective. Australian conference of economists (pp. 1–26). The Economic Society of Australia.
[25] Cheah, S.-P., Yiew, T.-H., & Ng, C.-F. (2017). A nonlinear ARDL analysis on the relation between stock price and exchange rate in Malaysia. Economics bulletin, 37(1), 336–346.
[26] Pal, D., & Mitra, S. K. (2016). Asymmetric oil product pricing in India: Evidence from a multiple threshold nonlinear ARDL model. Economic modelling, 59, 314–328. https://doi.org/10.1016/j.econmod.2016.08.003
[27] Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework. In Festschrift in honor of peter schmidt: econometric methods and applications (pp. 281–314). Springer.
[28] Nkoro, E., Uko, A. K., & others. (2016). Autoregressive Distributed Lag (ARDL) cointegration technique: application and interpretation. Journal of statistical and econometric methods, 5(4), 63–91.
[29] Wikipedia. (2023). Internet geography. https://en.m.wikipedia.org/wiki/Geography_of_Nigeria
[30] Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289–326. https://doi.org/10.1002/jae.616
[31] Pesaran, H. H., & Shin, Y. (1998). Generalized impulse response analysis in linear multivariate models. Economics letters, 58(1), 17–29. https://doi.org/10.1016/S0165-1765(97)00214-0
[32] Olufikayo, O. (2019). Investors miss opportunities in cocoa value chain. https://businessday.ng/wealth-and-inves_ng/ar_cle/investors-miss-opportuni_es-incocoa-value-chain/
[33] Idowu, E. O., Osuntogun, D. A., & Oluwasola, O. (2007). Effects of market deregulation on cocoa (Theobroma cacao) production in Southwest Nigeria. African journal of agricultural research, 2(9), 429–434.
[34] Bello, T., & Mitchell, M. I. (2018). The political economy of cocoa in Nigeria: A history of conflict or cooperation? Africa today, 64(3), 71–91. https://www.jstor.org/stable/10.2979/africatoday.64.3.04%0A
[35] Kolesnik, K. (2017). Structural Adjustment programme in Nigeria: causes, processes and outcomes. https://www.legit.ng/1119733-structural-adjustment-programme-nigeriaprocesses-outcomes.html
[36] Ajiola, O. (2018). Accumulation and dispossession: cocoa production, rural development and the structural adjustment programme in southwest Nigeria, 1986 – 1996. https://www.ajol.info/index.php/lhr/ar_cle/view/200812
[37] Meludu, N. T., Babalola, E., Okanlawon, O. M., & Olanrewaju, P. O. (2017). Perceived effect of agricultural transformation agenda on livelihood of cocoa farmers in Osun State, Nigeria. Journal of agricultural extension, 21(2), 17–29.
[38] Verter, N., & Bečvářová, V. (2014). Analysis of some drivers of cocoa export in Nigeria in the era of trade liberalization. Agris on-line papers in economics and informatics, 6(4), 208–218. http://dx.doi.org/10.22004/ag.econ.196590
[39] Nwachukwu, I. N., Agwu, N., Nwaru, J., & Imonikhe, G. (2010). Competitiveness and determinants of cocoa export from Nigeria. Report and opinion, 2(7), 51–54.