Noubissi Domguia, Edmond and Asongu, Simplice (2022): ICT and agriculture in Sub-Saharan Africa: effects and transmission channels.
Preview |
PDF
MPRA_paper_119055.pdf Download (935kB) | Preview |
Abstract
This study contributes to the extant literature on the nexus between information and communication technologies (ICTs) and agriculture. Despite increasing attention on the subject, existing studies are sparse on the channels through which ICTs affect the agricultural sector. We use a stochastic impact model extended to the population, affluence and technology regression model to assess both the impact and transmission of ICTs on agriculture in 18 sub-Saharan African countries. The empirical results show that ICT use measured by Internet, mobile and fixed-line telephone penetration boosts the agricultural sector enormously. In addition, the mediation analysis reveals that ICTs not only have a direct positive effect on agriculture but also a positive indirect effect through its impact on financial development and trade openness and a negative indirect effect through energy consumption. However, the total effect is positive and shows that ICTs are supporting the development of the agricultural sector in sub-Saharan Africa. To enhance the positive effects of ICTs on agriculture, governments should design policies to improve access to credit for the private sector, promote liberalization, and provide financial incentives for the development of green and less expensive agricultural technologies.
Item Type: | MPRA Paper |
---|---|
Original Title: | ICT and agriculture in Sub-Saharan Africa: effects and transmission channels |
English Title: | ICT and agriculture in Sub-Saharan Africa: effects and transmission channels |
Language: | English |
Keywords: | ICT, agriculture, Sub-Saharan Africa, transmission channels, mediation |
Subjects: | L - Industrial Organization > L9 - Industry Studies: Transportation and Utilities > L96 - Telecommunications O - Economic Development, Innovation, Technological Change, and Growth > O5 - Economywide Country Studies > O55 - Africa |
Item ID: | 119055 |
Depositing User: | Simplice Asongu |
Date Deposited: | 06 Nov 2023 10:26 |
Last Modified: | 06 Nov 2023 10:26 |
References: | Adelaja, A. & George, J., (2019). Effets du conflit sur l'agriculture : Preuves de l'insurrection de Boko Haram. World Development, 117, 184-195. Adhiguru, P. & Mruthyunjaya, (2004). Institutional innovations for using information and communication technology in agriculture. Policy Brief 18. New Delhi: National Centre for Agricultural Economics and Policy Research. Afzal, M.N.I., & Gow, J., (2016). Electricity consumption and information and communication technology in the next eleven emerging economies. International Journal of Energy Economics and Policy, 6 (3), 381–388. Akinwale, Y., Jesuleye, O., & Siyanbola, W. (2013). Empirical analysis of the causal relationship between electricity consumption and economic growth in Nigeria. British journal of economics, Management and trade, 3(3), pp.227-295. Asongu, S. A., (2020). Financial Access and Productivity Dynamics in Sub-Saharan Africa. International Journal of Public Administration, 43(12), 1029-1041. Asongu, S. A., Biekpe, N., & Cassimon, D., (2020). Understanding the greater diffusion of mobile money innovations in Africa, Telecommunications Policy, 44( 8), September 2020, 102000. Asongu, S. A., Biekpe, N., & Cassimon, D., (2021). On the diffusion of mobile phone innovations for financial inclusion, Technology in Society, 65 (May), 101542. Asongu, S.A., Nwachukwu, J.C., & Tchamyou, V.S., (2016). Information asymmetry and financial development dynamics in Africa. Review of Development Finance, 6 (2), 126–138. Balafoutis, A., Beck B., Fountas S., Vangeyte J., Van Der Wal T. & Soto, I., (2017). Precision agriculture technologies positively contributing to GHG emissions mitigation, farm productivity and economics. Sustainability 2017. doi:10.3390/su9081339. Baron, R.M. & Kenny, D.A., (1986). The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. Batte, M.T. &Ehsani, M.R., (2006). The economics of precision guidance with auto-boom control for farmer-owned agricultural sprayers. Computers and Electronics in Agriculture, 53(1), 28-44. Bello, O. & Aderbigbe, F., (2014). ICT in Agricultural Sustainability and Food Security. International Journal of Emerging Technology and Advanced Engineering, 4(3), 508-514. Berti, G. & Mulligan, C., (2015). ICT & the future of food and Agriculture. Stockholm: 2015. Bertolini, R., (2004). Making information and communication technologies work for food security in Africa. 2020 Africa Conference Brief 11. International Food Policy Research Institute: Washington DC. Bertot, J.C., Jaeger, P.T. & Grimes, J.M., (2010). Using ICTs to create a culture of transparency: E-government and social media as openness and anti-corruption tools for societies. Government Information Quartely, 27 (3), 264–271. Bilali, H.E. & Allahyari, M.S., (2018à. Transition towards sustainability in agriculture and food systems: role of information and communication technologies. Information Processing in Agriculture (2018), doi: https://doi.org/10.1016/j.inpa.2018.06.006 Binswanger, H.P. & Rosenzweig, M.R., (1986). Behavioural and material determinants of production relations in agriculture. The Journal of Development Studie, 22 (3), 503–539. Bora, G.C., Nowatzki, J.F., & Roberts, D.C., (2012). Energy savings by adopting precision agriculture in rural USA. Energy, Sustainability and Society, 2012. doi:10.1186/2192-0567-2-22. Börjesson, R.M., Håkansson, C., Svenfelt, Å. & Finnveden, G., (2014). Including second order effects in environmental assessments of ICT. Environmental Modelling & Software, 56(June), 105-115. Caputo, F., Buhnova, B. & Walletzký, L., (2018). Investigating the role of smartness for sustainability: insights from the Smart Grid domain. Sustainability Science, 2018:1–11. doi:10.1007/s11625-018-0555-4. Cascailh, A., Belveze, J., Bochu, J.L. & Bordet, C., (2012). Consommations d’énergie dans les exploitations agricoles de Midi-Pyrénées et création d’un réseau de conseil aux agriculteurs. Innovations Agronomiques 25 (2012), 15-25. Cash, D. W., (2001). In order to aid in diffusing useful and practical information: Agricultural extension and boundary organizations. Science Technology Human Values, 26, 431–453. Chebbi, H.E. & Boujelbere, Y., (2008). Agricultural and non-agricultural outputs and energy consumption in Tunisia: empirical evidences from cointegration and causality. 12th congress of the European association of agricultural economists-EAAE 2008. Choi, C., (2010). The effect of the Internet on service trade. Economic Letter, 109, 102–104. Claassen, C., Loots, E., &Bezuidenhout, H., (2012). Chinese foreign direct investment in Africa. African journal of Business Management, 6 (47), 11583-11597. Cline, W. R., (2004). Trade policy and global poverty. Peterson Institute. Conway, G., (2016). Recipe for a new revolution. Africa’s twenty-first century agricultural transformation. Foreign Aff [Special Issue Overcoming Isol Speeding up Chang Tak Success to Scale] 2016. Cotton, L., & Ramachandran, V. (2001). Foreign direct investment in emerging economies: lessons from Subsaharan (N° 200/82). WIDER Discussion paper. Dabbous, A., (2018). The impact of information and communication technology and financial development on energy consumption: a dynamic heterogeneous panel analysis for MENA countries. International Journal of Energy Economics and Policy, 8 (4), 70–76. Dao, V., Langella, I. & Carbo, J., (2011). From green to sustainability: Information Technology and an integrated sustainability framework. The Journal of Strategic Information Systems, 20(1), 63-79. doi:10.1016/j.jsis.2011.01.002. Daum, T., Buchwald, H., Gerlicher, A. & Birner, R., (2018). Times have changed. Using a pictorial smartphone app to collect time use data in rural Zambia. Field Methods, 31(1), 3-22. De Hoyos, R. E., & Sarafidis, V., (2006). Testing for cross-sectional dependence in panel-data models. The Stata Journal, 6(4), 482-496. Del Giudice, M., Khan, Z., De Silva, M., Scuotto, V., Caputo, F. & Carayannis, E., (2017). The microlevel actions undertaken by owner-managers in improving the sustainability practices of cultural and creative small and medium enterprises: A United Kingdom–Italy comparison. Journal of Organisational Behavior, 38(9), 1396-1414. doi:10.1002/job.2237. Dietz, T., & Rosa, E.A., (1994). Rethinking the environmental impacts of population, affluence and technology. Human Ecology Review, 1 (2), 277–300. Dupasquier, C., & Osakwe, P. N., (2006). Foreign direct investment in Africa : performance, challenges and responsibilities. Journal of Asian Economics, 17(2), 241-260. Edo, S., Okodua, H., & Odebiyi, J., (2019). Internet adoption and financial development in Sub‐Saharan Africa: evidence from Nigeria and Kenya. African Development Review, 31 (1), 144–160. Eggleston, K., Jensen, R. & Zeckhauser, R., (2001). Information and Communication Technologies, Markets and Economic Development. Chapter 7. The Global Competitiveness Report 2001–2002 (GCR). Published by the World Economic Forum (WEF) in collaboration with the Center for International Development (CID) at Harvard University and the Institute for Strategy and Competitiveness, Harvard Business School. FAO (2009). Comment nourrir le monde d’ici 2050 : le défi spécifique à l’Afrique Subsaharienne, Forum d’experts de hauts niveau, Rome 12-13 Octobre 2009. FAO (2013). ICT uses for inclusive agricultural value chains. Rome: 2013. FAO (2017). The future of food and agriculture: Trends and challenges. 2017. ISBN 97892-5-109551-5. Gollakota, K., (2008). ICT use by businesses in rural India: The case of EID Parry’s Indiagriline. International Journal of Information Management, 28, 336–341. Harris, I., Wang, Y. & Wang, H., (2015). ICT in multimodal transport and technological trends: Unleashing potential for the future. International Journal of Production Economics, 159(January), 88-103. doi:10.1016/j.ijpe.2014.09.005. Hasan, S.S. & Isaac, R.K., (2008). ICT for Sugar cane Farmers. Information for Development (i4d), mars 2008, pp. 27–28. Cité par Pradip Rey. Hedley, C., (2015). The role of precision agriculture for improved nutrient management on farms. Journal of the Science of Food and Agriculture, 95(1), 12-19. doi:10.1002/jsfa.6734. infoDev, (2009). ICTs for Sustainable Food Production and Agriculture - Technology and Information for the next Green Revolution 2009. http://www.infodev.org/en/Document.660.pdf. International Telecommunication Union (ITU) (2019). Measuring digital development: Facts and figures 2019. Jones, M.R., (1989). Analysis of the use of energy in agriculture-approaches and problems Agricultural Systems, 29 (4), 339-355. Kaloxylos, A., Wolfert, J., Verwaart, T., Terol, C.M., Brewster, C. & Robbemond, R., (2013). The Use of Future Internet Technologies in the Agriculture and Food Sectors: Integrating the Supply Chain. Procedia Technology, 8, 51-60. doi:10.1016/j.protcy.2013.11.009. Kalusopa, T., (2005). The challenges of utilizing information communication technologies (ICTs) for the small-scale farmers in Zambia. Library Hi Tech, 23(3), 414–424. Kennedy, P. (2008). A Guide to Econometrics. Oxford: Blackwell Publishing Kizilaslan, N., (2006). Agricultural information systems: A national case study. Library Review, 55, 497–507. Kolshus, K., Pastore, A., Treinen, S. & Van der Elstraeten, A., (2015). E-agriculture 10 year Review Report: Implementation of the World Summit on the Information Society (WSIS) Action Line C7. ICT Applications: e-agriculture. Rome: 2015. www.fao.org/3/a-i4605e.pdf Kummu, M., De Moel, H., Porkka, M., Siebert, S., Varis, O. & Ward P.J., (2012). Lost food, wasted resources: Global food supply chain losses and their impacts on freshwater, cropland, and fertiliser use. Science of the Total Environment, 438: 477-89. doi:10.1016/J.SCITOTENV.2012.08.092. Leach, G., (1975). Energy and food production, Food Policy, 1(1), 62-73 Lehmann, R.J., Reiche, R. & Schiefer, G., (2012). Future internet and the agri-food sector: State of-the-art in literature and research. Computers and Electronics in Agriculture, 89(November), 158-174. doi:10.1016/j.compag.2012.09.005. Lio, M. & Liu, M. C. (2008). Governance and agricultural productivity: A cross-national analysis. Food Policy, 33(6), 504-512. Lio, M. & Liu, M., (2006). ICT and agricultural productivity: Evidence from cross country data. Agricultural Economics, 34, 221–228. McLaren, C.G., Metz,T., van den Berg, M., Bruskiewich, R.M., Magor, N.P. & Shires, D., (2009). Informatics in Agricultural Research for Development. Advances in Agronomy, 102, 135–157. McLaren, R. & Stanley, V., (2017). ICT for Land Administration and Management. ICT in Agriculture (Updated Edition): Connecting Smallholders to Knowledge, Networks, and Institutions. World Bank, Washington, DC. McNamara, K., Belden, C., Kelly, T., Pehu, E. & Donovan, K., (2011). Introduction ICT in Agricultural Development. ICT in Agriculture (Updated Edition): Connecting Smallholders to Knowledge, Networks, and Institutions. World Bank, Washington, DC. Mintert, J., Widmar, D., Langemeier, M., Boehlje, M., & Erickson, B., (2016). The Challenges of Precision Agriculture: Is Big Data the Answer? Paper presented at the Southern Agricultural Economics Association (SAEA) Annual Meeting; San Antonio, Texas; February 6-9, 2016. Musayev, V., (2016). Externalities in Military Spending and Growth: The Role of Natural Resources as a Channel through Conflict. Defence and Peace Economics, 27(3), pp. 378–391, doi: 10.1080/10242694.2014.994833. Mutchek, M.A. & Williams, E.D., (2010). Design Space Characterization for Meeting Cost and Carbon Reduction Goals. Journal of Industrial Ecology, 14(5), 727-739. doi:10.1111/j.1530-9290.2010.00282.x. Ozcan, B., (2018). Information and communications technology (ICT) and international trade: evidence from Turkey. Eurasian Economic Review, 8, 93–113. https://doi.org/10. 1007/s40822-017-0077-x. Palaskas, T. B., Harriss-White, B. & Crowe, T., (1997). The evolution of local market commodity price behaviour in south India, 1972–92. Journal of International Development, 9, 101–115. Papyrakis, E., & Gerlagh, R., (2004). The resource curse hypothesis and its transmission channels. Journal of Comparative Economics. 32(1), 181–193. Pedroni, P., (2001). Purchasing power parity tests in cointegrated panels. The Review of Economics and Statistics, 83(4), 727–731. Pedroni, P., (2004). Panel cointegration: asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory, 20, 597–625. Pesaran, M. H., (2007). A simple panel unit root test in the presence of cross‐section dependence. Journal of applied econometrics, 22(2), 265-312. Plant, R.E., Pettygrove, G.S. & Reinert, W.R., (2000). Precision agriculture can increase profits and limit environmental impacts. California Agriculture, 54, 66–71. Poole, N. D. & Kenny, L., (2003). Agricultural market knowledge: Systems for delivery of a private and public good. Journal of Agricultural Education and Extension, 9, 117–126. Rao, N. H., (2006). A framework for implementing information and communication technologies in agricultural development in India. Technological Forecasting and Social Change, 74, 491–518. Ravallion, M., (1986). Testing market integration. American Journal of Agricultural Economics, 68, 102–109. Sadorsky, P., (2013). Do urbanization and industrialization affect energy intensity in developing countries? Energy Economics, 37, 52–59. Saidi, A., (2013). An Introduction to Precision Agriculture and its Role in Sustainable Development of Agriculture. Journal of Basic and Applied Scientific Research, 3:417–21. Sarahelen, T. & Sonka, S. T., (1997). Potential effects of information technologies on the economic performance of agricultural and food markets. American Journal of Agricultural Economics, 79, 657–662. Schrijver, R., Poppe, K & Daheim, C. (2016). Precision agriculture and the future of farming in Europe. Brussels: 2016. Shahbaz, M., Chaudhary, A.R., & Ozturk, I., (2017). Does urbanization cause increasing energy demand in Pakistan? Empirical evidence from STIRPAT model. Energy 122, 83–93. Shahbaz, M., Shabbir, M. S. & Butt, M. S., (2013). Effect of financial development on agricultural growth in Pakistan: New extensions from bounds test to level relationships and Granger causality tests. International Journal of Social Economics, 40(8), 707-728. Ssozi, J., Asongu, S. A., & Amavilah, V. H. (2019). The Effectiveness of Development Aid for Agriculture in Sub-Saharan Africa. Journal of Economic Studies, 46(2), 284-305. Stanhill, G. (Ed.), (2012). Energy and agriculture. Springer Science &Business Media. Streeter, D. H., Sonka, S. T. & Hudson, M. A., (1991). Information technology, coordination, and competitiveness in the food and agribusiness sector. American Journal of Agricultural Economics, 73, 1465–1471. Svenfelt, Å. & Zapico, J.L., (2016). Sustainable food systems with ICT? Proceedings of the 4th International Conference on ICT for Sustainability (ICT4S 2016); Amsterdam, 2016, p. 194–201. Sylvester, G., (2015). Success Stories on Information and Communication Technologies for Agriculture and Rural Development. Bangkok: 2015. www.fao.org/3/a-i4622e.pdf Tchamyou, V.S., Erreygers, G., & Cassimon, D., (2019). Inequality, ICT and financial access in Africa. Technological Forecasting and Social Change. 139, 169-184 https://doi.org/10.1016/j.techfore.2018.11. 004. Tekin, A. B., (2010). Variable rate fertilizer application in Turkish wheat agriculture: Economic assessment. African Journal of Agricultural Research, 5(8), 647-652. doi:10.5897/AJAR09.562. Thöni, A. & Tjoa, A.M., (2015). Information technology for sustainable supply chain management: a literature survey. Enterprise Information Systems, 11(6), 828–858. doi:10.1080/17517575.2015.1091950. Tokarick, M. S., (2003). Measuring the impact of distortions in agricultural trade in partial and general equilibrium (No. 3-110). International Monetary Fund. UNCTAD, (2008). The Information Economy Report 2007-2008 – Science and Technology for Development: the new paradigm of ICT. Geneva: 2008. Verdouw, C.N., Wolfert, J., Beulens, A.J.M. & Rialland, A., (2016). Virtualization of food supply chains with the internet of things. Journal of Food Engineering, 176:128–36. doi:10.1016/j.jfoodeng.2015.11.009. Wallin, J. E., & Segerström, U., (1994). Natural resources and agriculture during the Iron Age in Ostrobothnia, western Finland, investigated by pollen analysis. Vegetation History and Archaeobotany, 3(2), 89-105. Wognum, N. & Bremmers, H., (2009). Environmental transparency of food supply chains -Current status and challenges. Global Perspective for Competitive Enterprise, Economy and Ecology - Proceedings of the 16th ISPE International Conference on Concurrent Engineering, 2009, p. 645–652. Wognum, P.M., Bremmers, H., Trienekens J.H., Van Der Vorst J.G.A.J. & Bloemhof J.M., (2011). Systems for sustainability and transparency of food supply chains - Current status and challenges. Advanced Engineering Informatics, 25(1), 65-76. doi:10.1016/j.aei.2010.06.001. World Bank (2004). Global Economic Prospects 2004: Realizing the Development Promise of the Doha Agenda. World Bank, (2017). ICT in Agriculture: Connecting Smallholders to Knowledge, Networks, and Institutions. Washington DC: 2017. World Bank, (2020). World Development Indicators, http://databank.worldbank.org/data/reports.aspx?source=world-development-indicators Yogo, U.T., & Mallaye, D., (2015). Health aid and health improvement in Sub-Saharan Africa: accounting for the heterogeneity between stable states and post-conflict states. Journal of International Development, 27 (7), 1178–1196. Yu, Y., Zhang, N., & Kim, J.D., (2020). Impact of urbanization on energy demand: An empirical study of the Yangtze River Economic Belt in China. Energy Policy 139 (2020) 111354. Yushkova, E., (2014). Impact of ICT on trade in different technology groups: analysis and implications. International Economics and Economic Policy, 11 (2014), 165–177. Zakaria, M., Jun, W., & Khan, M. F., (2019). Impact of financial development on agricultural productivity in South Asia. Agricultural Economics, 65(5), 232-239. Zhao JR., X.L., & Chen Q., J.G., (2010). Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis. Journal of Consumer Research, 37(2), 197–206. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/119055 |