Determinants of the Share of the Economy Contributed by the Forestry Industry in Ghana from 1975 to 2023

Kwabena Asomanin Anaman

Department of Agricultural Economics and Agribusiness, College of Basic and Applied Sciences, University of Ghana, P.O. Box LG68, Legon, Accra,Ghana

Samuel Ampomah

Department of Agricultural and Resource Economics, University of Saskatchewan, Saskatoon, SK S7N 5B5, Canada

Joseph Manzvera

Department of Agricultural Economics and Agribusiness, College of Basic and Applied Sciences, University of Ghana, P.O. Box LG68, Legon, Accra, Ghana

DOI: https://doi.org/10.36956/rwae.v5i4.1205

Received: 28 July 2024 | Revised: 19 August 2024 | Accepted: 26 August 2024 | Published Online: 20 September 2024

Copyright © 2024 Kwabena Asomanin Anaman, Samuel Ampomah, Joseph Manzvera. Published by Nan Yang Academy of Sciences Pte. Ltd.

Creative Commons LicenseThis is an open access article under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License.


Abstract

The macroeconomic determinants of the share of the economy contributed by the forestry industry in Ghana were examined over the period from 1975 to 2023, based on the development of time-series cointegration and error correction models. The analysis indicated  that the share of the forestry industry was positively influenced by the real value of the cocoa industry, the exchange rate, and the real interest rate. The relationship between the forestry industry's share and per capita real gross domestic product (GDP) was found to be curvilinear: at low levels of per capita income, the share of the forestry industry in the economy increased with increasing income; beyond a certain level of per capita income, the share of the forestry industry declined. Additionally, economic shocks, namely the El Nino weather phenomenon, and political instability, related to the occurrence of military coups, were identified as negative influences on the share of the economy attributed to the forestry industry.

Keywords: Determinants of forestry output, Forestry economics; Ghana; Macroeconomic analysis of industry; Marginalization; Resource economics


References

[1] Food and Agriculture Organization (FAO), 2018. Global Forest Resources Assessment 2018. FAO: Rome.

[2] Food and Agriculture Organization (FAO), 2020. Global Forest Resources Assessment 2020. FAO: Rome.

[3] Atteridge, A., Searight H., Sharma N., et al., 2022. Supporting Just Transitions to Sustainable Land Use in Ghana. Climate Investment Funds: Washington, DC.

[4] Anaman, K.A., Agyei-Sasu, F., 2014. The economic value of the environmental capital inputs used to produce gross domestic product in Ghana, 1993 to 2012. Research in World Economy. 5, 74–92. DOI: https://doi.org/10.5430/rwe.v5n2p74

[5] Acheampong, E.O., Macgregor, C.J., Sloan, S., et al., 2019. Deforestation is driven by agricultural expansion in Ghana’s forest reserves. Scientific African. 5, 1–11. DOI: https://doi.org/10.1016/j.sciaf.2019.e00146

[6] Amoah, A., Korle, K., 2020. Forest depletion in Ghana: The empirical evidence and associated driver intensities. Forestry Economics Review. 2, 61–80. DOI: https://doi.org/10.1108/FER-12-2019-0020

[7] Abubakari, M.M., Anaman, K.A., Ahene-Codjoe, A.A., 2022. Urbanization and arable land use in Northern Ghana: A case study of the Sagnarigu Municipality in the Greater Tamale Area. Applied Economics and Finance. 9, 68–85.

[8] Forestry Commission of Ghana (FCG), 2023. Annual Report 2022 Ghana Forest Plantation Strategy. FCG: Accra.

[9] Flegt Independent Market Monitor on Ghana [Internet]. VPA Africa-Latin America. Available from: https://flegtvpafacility.org/countries/ghana/ [cited on 10 May 2024].

[10] Anaman, K.A., Bukari, G.A., 2019. Political economy analysis of voter participation and choices in national elections in Ghana’s fourth republican era. Research in World Economy. 10(3), 174–198.

[11] Anaman, K.A., Bukari, G.A., 2021. Voter turnouts in presidential elections in Ghana: A political economy analysis using district-level data. Applied Economics and Finance. 8(1), 13–31. DOI: https://doi.org/10.11114/aef.v8i1.5083

[12] Anaman, K.A., Shaibu, A.F., 2024. Development of regional input-output tables for Northern Ghana: an analysis using location quotients. Cogent Social Sciences. 10(1), 2340429. DOI: https://doi.org/10.1080/23311886.2024.2340429

[13] Osei, B., Abugre, F., Obeng, E.A., Adams, M., 2023. Prospects of payment for ecosystem services: A case for teak and cashew plantation development in Ghana. African Crop Science Journal. 31(2), 239–262. DOI: https://doi.org/10.4314/acsj.v31i2.9

[14] Anquandah, J., 2013. The people of Ghana: Their origins and cultures. Transactions of the Historical Society of Ghana New Series. 15, 1–25.

[15] Dawkins, R., 2024. We are all Africans [Internet]. Available from: https://www.youtube.com/watch?v=jNIOz-JN5kE [cited on 10 May 2024].

[16] Anaman, K.A., Bukari, G.A., 2019. Political economy analysis of the macroeconomic impact of national elections in Ghana during the fourth republican era, 1992 to 2016. Applied Economics and Finance. 6(3), 28–44.

[17] Bank of Ghana, 2024. Summary of Economic and Financial Data. Bank of Ghana: Accra.

[18] British Broadcasting Corporation (BBC), 2021. The Illegal Gold Miners Killing Rivers and Livelihoods in Ghana Documentary. BBC: London.

[19] Government of Ghana, 2022. Quality of Ghana’s water resources generally unhealthy. Report to Parliament of Ghana. Ministry of Water Resources: Accra.

[20] Ghana Statistical Service (GSS), 2018. Ghana Living Standards Survey Round 7 Poverty Trends in Ghana 2005–2017. GSS: Accra.

[21] Oxfam International, 2024. Ghana: Extreme inequality in numbers [Internet]. Available from: https://www.oxfam.org/en/ghana-extreme-inequality-numbers [cited on 30 May 2024].

[22] World Bank, 2024. World Development Indicators—Gini Coefficients of African Countries. World Bank: Washington, DC.

[23] Mendako, R.K., Gang, T., Ullah, S., et al., 2022. Assessing the economic contribution of forest use to rural livelihoods in the Rubi-Tele hunting domain, Democratic Republic of Congo. Forests. 13(1), 130.

[24] Cleveland, S.M., Hebblewhite, M., Thompson, M., et al., 2012. Linking elk movement and resource selection to hunting pressure in a heterogeneous landscape. Wildlife Society Bulletin. 3694, 658–668.

[25] Pearson, T.R., Brown, S., Murray, L., et al., 2017. Greenhouse gas emissions from tropical forest degradation: An underestimated source. Carbon Balance and Management. 12(1), 1–11.

[26] Pendrill, F., Persson, U.M., Godar, J., et al., 2019. Agricultural and forestry trade drives large share of tropical deforestation emissions. Global Environmental Change. 56, 1–10.

[27] Stocking, M., 2021. Evaluating the poverty–environment nexus in Africa. Evaluating Environment in International Development. Routledge: London. pp. 197–218.

[28] Ankomah, F., 2012. Impact of Anthropogenic Activities on Changes in Forest Cover, Diversity and Structure in the Bobri and Oboyow Forest Reserves in Ghana [Master’s Thesis]. Kumasi, Ghana: Kwame Nkrumah University of Science and Technology.

[29] Ghana Statistical Service (GSS), 2020. 2017/2018 Ghana Census of Agriculture National Report. GSS: Accra.

[30] Antwi-Boasiako, C., Glalah, M., 2022. Proximate analysis and strength properties of carbonized woods from the most-used tropical timbers from the Afram Plains, Ghana’s charcoal production hub. Journal of Sustainable Forestry. 41, 1064–1077.

[31] Domson, O., Vlosky, R.P., 2007. A Strategic Overview of the Forest Sector in Ghana. Lousiana State University: Baton Rouge.

[32] Environmental Protection Agency Ghana, 2021. Ghana’s Third Biennial Update Report to United Nations Climate Change [Internet]. Available from: https://unfccc.int/sites/default/files/resource/gh_BUR3_1282021_submission.pdf [cited on 30 May 2024].

[33] Asamoah, O., Danquah, J.A., Bamwesigye, D., et al., 2024. The perception of the locals on the impact of climate variability on non-timber forest products in Ghana. Ecological Frontiers. 44(3), 489–499.

[34] Asamoah, O., Danquah, J.A., Bamwesigye, D., et al., 2023. Perceptions of commercialisation and value-addition of non-timber forest products in forest adjacent communities in Ghana. Discover Sustainability. 4(1), 30.

[35] Kugedera, A.T., Kupurai, P., Sakadzo, N., 2021. Evaluating the potential contribution of Non-Timber Forest Products (NTFPs) to smallholder farmers in semi-arid and arid regions: A case of Chivi, Zimbabwe. Research in Ecology. 3(01), 22–30. DOI: https://doi.org/10.30564/re.v3i1.2874

[36] Adam, Y.O., Pretzsch, J., Pettenella, D., 2013. Contribution of Non-Timber Forest Products livelihood strategies to rural development in drylands of Sudan: Potentials and failures. Agricultural Systems. 117, 90–97.

[37] Montagné-Huck, C., Brunette, M., 2018. Economic analysis of natural forest disturbances: A century of research. Journal of Forest Economics. 32, 42–71.

[38] Van Lierop, P., Lindquist, E., Sathyapala, S., et al., 2015. Global forest area disturbance from fire, insect pests, diseases and severe weather events. Forest Ecology and Management. 352, 78–88.

[39] Kala, C.P., 2023. Environmental and socioeconomic impacts of forest fires: A call for multilateral cooperation and management interventions. Natural Hazards Research. 3(2), 286–294.

[40] Brecka, A.F., Shahi, C., Chen, H.Y., 2018. Climate change impacts on boreal forest timber supply. Forest Policy and Economics. 92, 11–21.

[41] Wu, X., Liu, G., Bao, Q., 2023. Impact of economic growth on the changes in forest resources in Inner Mongolia of China. Frontiers in Environmental Science. 11, 1241703.

[42] Prochazka, P., Abrham, J., Cerveny, J., et al., 2023. Understanding the socio-economic causes of deforestation: A global perspective. Frontiers in Forests and Global Change. 6, 1288365.

[43] Mitra, G., Gupta, V., Gupta, G., 2023. Impact of macroeconomic factors on firm performance: Empirical evidence from India. Investment Management and Financial Innovations. 20(4), 1–12.

[44] Al-Homaidi, E.A., Ahmad, A., Khaled, A.S., et al., 2019. External factors and banks’ performance: An empirical examination of commercial banks listed on Bombay Stock Exchange (BSE). International Journal of Emerging Technologies and Innovative Research. 6(6), 368–371.

[45] Gwahula, R., 2018. Examining key macroeconomic factors influencing the stock market performance: Evidence from Tanzania, International Journal of Academic Research in Accounting, Finance and Management Sciences. 8(2), 228234.

[46] Bekele, D.T., 2020. The impact of macroeconomic factors on manufacturing sector value added in Ethiopia: An application of bounds testing approach to cointegration. Journal of Economics, Business, and Accountancy Ventura. 23(1), 96–107. DOI: https://doi.org/10.14414/jebav.v23i1.2164

[47] Abebaw, A., 2019. The effect of macroeconomic variables on the industry sector output growth of Ethiopia. International Journal of Business and Economics Research. 8(6), 325–338.

[48] Onakoya, A.B., 2018. Macroeconomic dynamics and the manufacturing output in Nigeria. Mediterranean Journal of Social Sciences. 9(2), 43–43.

[49] Sokunle, R.O., Chase, J.M., Harper, A., 2017. The determinants of manufacturing growth sector growth in Sub-Saharan Africa. Research in Business and Economics. 12(2), 29–40.

[50] Botzen, W.J.W., Deschenes, O., Sanders, M., 2020. The economic impacts of natural disasters: A review of models and empirical studies. Review of Environmental Economics and Policy. 13(12), 167–188.

[51] Shang, Y., Li, H., Zhang, R., 2021. Effects of pandemic outbreak on economies: evidence from business history context. Frontiers in Public Health. 9, 632043.

[52] Ghana Statistical Service (GSS), 2024. Annual 2013–2023 GDP Data Series. GSS: Accra.

[53] Louri, H., Minoglou, I.P., 2001. A quantitative exploration on the determinants of (de-) industrialization: The case of Greece. International Review of Applied Economics. 15, 397–410.

[54] Anaman, K.A., Osei-Amponsah, C., 2009. Determinants of the output of the manufacturing industry in Ghana from 1974 to 2006. Ghana Policy Journal. 3, 69–89.

[55] Ghana Statistical Service (GSS), 2009. Annual 1975–1992 GDP Data Series. GSS: Accra.

[56] Ghana Statistical Service (GSS), 2009. Annual 1993–2009 GDP Data Series. GSS: Accra.

[57] Ghana Statistical Service (GSS), 2017. Annual 2006–2016 GDP Data Series. GSS: Accra.

[58] Ghana Statistical Service (GSS), 2021. 2021 Population and Housing Census General Report Volume 3E Economic Activity. GSS: Accra.

[59] Ghana Statistical Service (GSS), 2024. Ghana 2023 Annual Household Income and Expenditure Survey: Labour Statistics 2023 Third Quarter Bulletin. GSS: Accra.

[60] Dickey, D.A., Fuller, W.A., 1981. Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica. 49, 1057–1072.

[61] Philips, P.C., Perron, P., 1988. Testing for a unit root in time series regression. Biometrika. 75, 335–346.

[62] Pesaran, M.H., Shin, Y., Smith, R.J., 2001. Bounds testing approaches to the analysis of level relationships. Journal of Applied Economics. 16, 289–326.

[63] Pesaran, B., Pesaran, M.H., 2017. Time Series Econometrics Using Microfit 5.0: A User’s Manual. Oxford University Press: Oxford.

[64] Ramsey, J.B., 1969. Tests for specification errors in classical linear least‐squares regression analysis. Journal of the Royal Statistical Society Series B. 31, 350–371.

[65] Stark, B.A., 2017. Studying moments of the central limit theorem. The Mathematics Enthusiast. 14, 53–76.

[66] Breusch, T.S., 1978. Testing for autocorrelation in dynamic linear models. Australian Economic Papers. 17, 334–335. DOI: https://doi.org/10.1111/j.1467-8454.1978.tb00635.x

[67] Breusch, T.S., Pagan, A.R., 1979. A simple test for heteroskedasticity and random coefficient variation. Econometrica. 47(5), 1287–1294. DOI: https://doi.org/10.2307/1911963

[68] Usenata, N., 2018. Environmental Kuznets Curve: A Review of Theoretical and Empirical Literature. MPRA: Munich.

[69] Ghana Statistical Service (GSS), 2021. 2021 Population and Housing Census General Report Volume 3C Background Characteristics. GSS: Accra.

[70] Biblica Inc., 2011. Holy Bible New International Version, Book of Matthew [Internet]. Available from: https://www.biblegateway.com/passage/?search=Matthew%2022%3A34-40&version=NIV [cited on 21 August 2024].

[71] Anaman, K.A., 2018. Economic Shocks and Growth in Post-Independence Ghana, 1957 to 2017. Institute for Fiscal Studies: Accra.

[72] Anaman, K.A., 2018. Analysis of Unemployment in Ghana Using District Level National Population Census Data. Institute for Fiscal Studies: Accra.

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