Application of time-series analysis in predictive modelling of forest revenue sources in Akwa Ibom State, Nigeria

This study assessed revenues generated from various forestry related sources and their trend between 2001 and 2015 using secondary data to develop a predictive model as a means of forecasting future generated revenues for Akwa Ibom State, Nigeria. Data were analyzed using bar cart, percentages and least square regression with SPSS. The results obtained indicated that revenue from general licensing of forest activities generated the highest forest revenue accounting for 56.41% (₦48,122,578.70) of the total forest revenue generated in the state for the period. All forest revenue sources except unspecified sources followed an increasing trend with a coefficient of determination (R2) ranging between 0.177 and 0.331. The predictive model showed that all the independent variables (revenue sources) had a positive and significant effect (p < 0.05) on revenue year except for unspecified sources which had a negative and significant effect (p < 0.05). The predictive model R was highly significant (p < 0.01) as all the regressors accounted for more than 91% of the variations in the revenue year. The study recommends government commitment to sustainable forest utilization as it explores all revenue opportunities in the State.

Keywords:

Forest Revenue Sources, Time-series Analysis, Predictive Model Akwa Ibom State, NIgeria,

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Adeyoju, S. K. (2005). Institutional arrangements in support of sustainable forest management in Nigeria, pp590-598. In: Popoola, L; Abu, J. E. and Oni P. I. (Editors) Sustainable Forest Management in Nigeria: Lesson and prospects. Proceedings of the 30th Annual Conference of the Forestry Association of Nigeria held in Kaduna, Kaduna, State, Nigeria. 07th-11th November, 2005.
Akwa Ibom Agricultural Development Programme (AKADEP) (2006). Office records of department of planning, research and statistics. Uyo Akwa Ibom State, Nigeria: AKADEP Headquarters, 23p.
Akpan-Ebe, N. I. (2015). Reforesting the tropical rainforest in South-Eastern Nigeria. Nigerian Journal of Agriculture, Food and Environment, 10(4):128-134
AKSG. (1989). Akwa Ibom State: physical background, soils and land-use and ecological problems. Technical Report of the Task Force on Soils and Land Use Survey, Akwa Ibom State. Government Printer, Uyo.
Binkley, C. S. (1995a). Incorporating conservation in forest management: Challenges facing the forestry profession, pp. 63-68. In: McClain, K. M. and McClary, C. P. (Editors.), Exploring Multiple Use and Ecosystem Management from Policy to Operational Practice. Proceedings of FAO/ECE/ILO International Forestry Seminar held in Canadian Forest Service, British Columbia, Canada. 9th-15th September 1995
Etukudo, I. G., Akpan-Ebe, I. N., Udofia, A. and Attah, V. I. (1994). Elements of Forestry. Uyo: Usanga and Sons Enterprises, 176p.
FAO (2001). Forest finance. The forest revenue systems and government expenditure of forestry in Nigeria. Working paper: FSFM/ WPO2, Accra. Ghana.
Forestry Department (2013). 2013 Annual Report. Forestry Department, Akwa Ibom State, 21p.
Gray, J. A. (Editor) (1983). Forest revenue systems in developing countries. FAO Forestry Pape, 43, Food and Agriculture Organization of the United Nations, Rome. 189p.
http://docplayer.ne. Available at https://docplayer.net/46435171-Forest-revenue-systems-in-developing-countries.html - PlagScan cache. Accessed 21st December, 2020.
Jacob, D. E., Eniang, E. A., Ukpong, E. E., Udoakpn, U. I. and Nelson, I. U. (2019). Correlates of revenue and tourist flow in Old Oyo National Park. Journal of Forestry, Environment and Sustainable Development, 5(1): 47-55.
Jacob, D.E., S.A. Onadeko, I.U. Nelson and A.L.A. Shotuyo (2018). Evaluation of Old Oyo National Park efficiency using DEA Approach. Economic and Environmental Studies 18 (1), 203-222.
Nelson, I. U. 2018. Assessment of opportunities for forest revenue generation and management of forest resources in Akwa Ibom State, Nigeria. PhD Thesis, University of Uyo, Nigeria, 282pp.
Nelson, I. U. and Jacob, D. E. (2017). An assessment of forest revenue generation in Akwa Ibom State, Nigeria. Mediterranean Journal of Basic and Applied Sciences 1(1): 221-230.
Nelson, I. U., Udo, E. S. and D. E. Jacob (2018a). Profitability of ornamental plant business in Akwa Ibom State, Nigeria. Eurasian Journal of Forest Science, 5 (2), 35-43.
Nelson, I. U., Udo, E. S. and D. E. Jacob (2018b). Non-parametric analysis of forestry sector management in Akwa Ibom State, Nigeria. International Journal of Business Studies and Management, 5(8): 36-45.
Nelson, I. U., Eniang, E. A. and Jacob, D. E (2019). Trend and determinants of deforestation in Akwa Ibom State. Journal of Agriculture, Environmental Resource and Management, 4(1)341-347
Nelson, I. U., D. E. Jacob and E. S. Udo (2020). Trend and Perception of Forest Revenue Generation in Akwa Ibom State, Nigeria, Journal of Forest and Environmental Science 36(2): 122-132.
National Population Commission (NPC) (2007). Details of the Breakdown of the National and State Provincial Population Totals 2006 Census. Federal Republic of Nigeria Official Gazette 94(24):1-26.
Olaseni, O., Agbeja, B. O. and Adeyoju, S. K. (2004). Dynamics of forest revenue system collections and forestry development in Ondo State, Nigeria. Food, Agriculture and Environment, 2 (1): 365-369.
Udo, E. S. and E. J. King (1997). Beneficial forestry resources in Akwa Ibom State and proposal for sustaining them through private forestry. In: Fabiyi Y. L. and M. G. Hyienakuna (Editors) Issues in Sustainable Agricultural Development. A publication of the Department of Agricultural Economics and Extension, University of Uyo, Uyo, Nigeria, pp.76-93.
Udo, E. S. (1992). The role of forestry in the economy of Akwa Ibom State. Paper presented at Forestry Forum IV, Forestry Headquarters, Uyo. 11th December, 1992. 15pp.
Udo, E. S. (1997). Forest offences as impediment to forest resources conservation in Akwa Ibom, pp 44-51. In: Oduwaiye, E. A., Obiaga, P. C., Abu. J. E (Editors) Environment and Resource Development. Proceedings of the 25th Annual Conference of the Forestry Association of Nigeria Held in Ibadan, Oyo State, Nigeria. September, 22nd- 26th, 1997.
Udo, E. S. (1999). Forest revenue generation trend in Akwa Ibom State, Nigeria. Journal of Tropical Forest Resources, 15(1): 52-63.
Udo, E. S. (2016). Our forests: uses, management and abuses. The fifty-one inaugural lecture delivered in the University of Uyo, Uyo, Akwa Ibom State, Nigeria, 95pp.
Udoh, J. C. and Tom, A. A. (2011). Spatial inequity and development in Akwa Ibom State, Nigeria: A geographic information system (gis) perspective. Continental J. Environmental Design and Management 1 (1): 32 - 42, 2011