Agric. Econ. - Czech, 2026, 72(4):238-252 | DOI: 10.17221/470/2024-AGRICECON
Impact of digital economy on agricultural land use in sub-Saharan African countriesOriginal Paper
- 1 College of Economics and Management, China Three Gorges University, Yichang, P.R. China
- 2 Management Science and Engineering Post-Doctoral Research Station, China Three Gorges University, Yichang, P.R. China
This study investigates the effects of digital economy (DE) on agricultural land use (ALU) in seven sub-Saharan African (SSA) countries, specifically from 2006 to 2022. Using a moderating mediation model on panel data, the work explores the extent to which the DE, as proxied by fixed telephone subscriptions, internet usage, and mobile penetration, influences the degree and intensity of ALU. The results indicate that ALU is often supported by DE, as technology will lay the groundwork for improved land management and agriculture. Results show that DE has a positive influence on ALU, with a more substantial effect being observed in countries such as Kenya and South Africa, where more developed digital infrastructure and governance are in place. In contrast, Uganda and Zambia exhibit lower impacts due to lower levels of digitalisation and governance barriers. The patent applications (PAs) and water management represent the positive mediators of the efficiency of land-use improvement. The study highlights the need for government-enabling policies and digital infrastructure so that the promise of digital technologies and their uptake for agricultural production in SSA is fully fulfilled. Whenever technology is integrated with an appropriate resource management policy, SSA societies have the potential to achieve sustainable agricultural development and food security.
Keywords: government effectiveness; digitalisation; patent applications; sustainable agricultural; panel-data analysis
Received: December 6, 2024; Revised: November 29, 2025; Accepted: December 2, 2025; Prepublished online: April 24, 2026; Published: April 29, 2026 Show citation
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References
- Addai K., Yufenyuy M., Kifem F.L. (2024): Do green finance and digital technology matter for sustainable agricultural development? Insights from sub-Saharan Africa. Discover Agriculture, 2: 29.
Go to original source... - Banga K., te Velde D.W. (2018): Digitalisation and the Future of Manufacturing in Africa. London, ODI. Available at https://set.odi.org/digitalisation-manufacturing/
- Baskent E.Z. (2021): Assessment and improvement strategies of sustainable land management (SLM) planning initiative in Turkey. Science of the Total Environment, 797: 149183.
Go to original source...
Go to PubMed... - Baumüller H. (2017): The little we know: An exploratory literature review on the utility of mobile phone-enabled services for smallholder farmers. Journal of International Development, 30: 134-154.
Go to original source... - Bhaskara S., Bawa K.S. (2021): Societal digital platforms for sustainability: Agriculture. Sustainability, 13: 5048.
Go to original source... - Cerin E., Taylor L.M., Leslie E., Owen N. (2006): Small-scale randomized controlled trials need more powerful methods of mediational analysis than the Baron-Kenny method. Journal of Clinical Epidemiology, 59: 457-464.
Go to original source...
Go to PubMed... - Chamberlin J., Jayne T.S., Headey D. (2014): Scarcity amidst abundance? Reassessing the potential for cropland expansion in Africa. Food Policy, 48: 51-65.
Go to original source... - Combary O.S. (2022): Farm productivity under financial constraints in developing countries: Evidence from maize smallholder farmers in Burkina Faso. Agricultural and Resource Economics Review, 51: 380-390.
Go to original source... - Cordingley J.E., Snyder K.A., Rosendahl J., Kizito F., Bossio D. (2015): Thinking outside the plot: Addressing low adoption of sustainable land management in sub-Saharan Africa. Current Opinion in Environmental Sustainability, 15: 35-40.
Go to original source... - Du Y., Liu Q., Kim P.H., Meuer J. (2024): Studying complex causal processes in technological innovation and entrepreneurship with set-theoretic mediation models. Technovation, 134: 103015.
Go to original source... - Elena Arce M., Saavedra Á., Míguez J.L., Granada E. (2015): The use of grey-based methods in multi-criteria decision analysis for the evaluation of sustainable energy systems: A review. Renewable and Sustainable Energy Reviews, 47: 924-932.
Go to original source... - Eyike Mbongo L.B., Djoumessi Y.F. (2024): Connecting the fields: How ICT improve agricultural productivity in sub-Saharan Africa. Review of Development Economics, 28: 888-903.
Go to original source... - FAO and ITU (2022): Status of Digital Agriculture in 47 sub-Saharan African Countries. Rome, Food and Agriculture Organization and Geneva, International Telecommunication Union. Available at https://doi.org/10.4060/cb7943en
Go to original source... - Ferroni M., Zhou Y. (2012): Achievements and challenges in agricultural extension in India. Global Journal of Emerging Market Economies, 4: 319-346.
Go to original source... - Finger R. (2023): Digital innovations for sustainable and resilient agricultural systems. European Review of Agricultural Economics, 50: 1277-1309.
Go to original source... - Gao X., An R. (2022): Research on the coordinated development capacity of China's hydrogen energy industry chain. Journal of Cleaner Production, 377: 134177.
Go to original source... - Gomes S., Lopes J.M., Ferreira L. (2022): The impact of the digital economy on economic growth: The case of OECD countries. RAM: Revista de Administração Mackenzie, 23.
Go to original source... - Jack W., Suri T. (2011): Mobile money: The economics of M-PESA. Cambridge, NBER - National Bureau of Economic Research. Available at https://doi.org/10.3386/w16721
Go to original source... - Jaman M.H., Roy S., Chatterjee J., Das S., Mistri P., Sengupta S. (2025): Integrating agricultural land suitability and farmers' perception on crop selection in a water-stressed region of eastern India. Agricultural Systems, 222: 104171.
Go to original source... - Jiang S., Wang L., Xiang F. (2023): The effect of agriculture insurance on agricultural carbon emissions in China: The mediation role of low-carbon technology innovation. Sustainability, 15: 4431.
Go to original source... - Jin S., Jayne T.S. (2013): Land rental markets in Kenya: Implications for Efficiency, equity, household income, and poverty. Land Economics, 89: 246-271.
Go to original source... - Jung S., Rogers M. (2024): Mobile phone adoption, deforestation, and agricultural land use in Uganda. World Development, 179: 106618.
Go to original source... - Kang H., Fu M., Kang H., Li L., Dong X., Li S. (2024): The Impacts of urban population growth and shrinkage on the urban land use efficiency: A case study of the northeastern region of China. Land, 13: 1532.
Go to original source... - Kibria M.G., Aspy N.N., Ullah E., Dewan M.F., Hasan M.A., Hossain M.A., Haseeb M., Hossain M.E. (2023): Quantifying the effect of agricultural greenhouse gas emissions, food production index, and land use on cereal production in South Asia. Journal of Cleaner Production, 432: 139764.
Go to original source... - Kuyah S., Sileshi G.W., Nkurunziza L., Chirinda N., Ndayisaba P.C., Dimobe K., Öborn I. (2021): Innovative agronomic practices for sustainable intensification in sub-Saharan Africa. A review. Agronomy for Sustainable Development, 41: 16.
Go to original source... - Li J., Sun Z., Zhou J., Sow Y., Cui X., Chen H., Shen Q. (2023): The impact of the digital economy on carbon emissions from cultivated land use. Land, 12: 665.
Go to original source... - Li Y., Herzog F., Levers C., Mohr F., Verburg P.H., Bürgi M., Dossche R., Williams T.G. (2024): Agricultural technology as a driver of sustainable intensification: Insights from the diffusion and focus of patents. Agronomy for Sustainable Development, 44: 14.
Go to original source... - Liao Y., Shen X., Zhou J., Ma J., Zhang X., Tang W., Chen Y., Ding L., Wang Z. (2022): Surface urban heat island detected by all-weather satellite land surface temperature. Science of the Total Environment, 811: 151405.
Go to original source...
Go to PubMed... - Lindblom J., Lundström C., Ljung M., Jonsson A. (2016): Promoting sustainable intensification in precision agriculture: Review of decision support systems development and strategies. Precision Agriculture, 18: 309-331.
Go to original source... - Lio M., Liu M.C. (2006): ICT and agricultural productivity: Evidence from cross-country data. Agricultural Economics, 34: 221-228.
Go to original source... - Liu X., Zeng S., Namaiti A., Xin R. (2023): Comparison between three convolutional neural networks for local climate zone classification using Google Earth Images: A case study of the Fujian Delta in China. Ecological Indicators, 148: 110086.
Go to original source... - Liu Y., Li J., Yang Y. (2018): Strategic adjustment of land use policy under the economic transformation. Land Use Policy, 74: 5-14.
Go to original source... - Lwoga E.T. (2017): Bridging the agricultural knowledge and information divide: The case of selected telecenters and rural radio in Tanzania. The Electronic Journal of Information Systems in Developing Countries, 43: 1-14.
Go to original source... - Ma Y., Xiao Q., Lin T. (2023): A Study on the impact of digital economy on agricultural green total factor productivity - Empirical analysis based on mediating effect and threshold effect. In: Yen J., Abedin M.Z., Wan Ngah W.A.S.B.: Proceedings of the 2nd International Academic Conference on Blockchain, Information Technology and Smart Finance (ICBIS 2023). Hangzhou, P.R. China, Feb 17-19, 2023: 548-563.
Go to original source... - Mustashkina D.A., Karpova N.V., Makarov A.S., Khannanov M.M. (2020): Agricultural development using digital technologies. BIO Web of Conferences, 27: 00042.
Go to original source... - Nakasone E., Torero M., Minten B. (2014): The power of information: The ICT revolution in agricultural development. Annual Review of Resource Economics, 6: 533-550.
Go to original source... - Nguyen C.P., Nguyen B.Q. (2023): Environmental foe or friend: The influence of the shadow economy on forest land. Land Use Policy, 124: 106456.
Go to original source... - Nkonya E., Mirzabaev A., von Braun J. (2016): Economics of Land Degradation and Improvement - A Global Assessment for Sustainable Development. Cham, Springer: 21-22.
Go to original source... - Pelucha M., Shemetev A. (2025): Unravelling the link between land use policy and digital infrastructure: Insights from Czech rural communities. Land Use Policy, 150: 107452.
Go to original source... - Rangel-Peraza J.G., Sanhouse-Garcia A.J., Flores-Gonzalez L.M., Monjardin-Armenta S.A., Mora-Felix Z.D., Renteria-Guevara S.A., Bustos-Terrones Y.A. (2024): Effect of land use and land cover changes on land surface warming in an intensive agricultural region. Journal of Environmental Management, 371: 123249.
Go to original source...
Go to PubMed... - Schmidt D., Butturi M.A., Sellitto M.A. (2023): Opportunities of digital transformation in post-harvest activities: A single case study of an engineering solutions provider. AgriEngineering, 5: 1226-1242.
Go to original source... - Tittonell P., Giller K.E. (2013): When yield gaps are poverty traps: The paradigm of ecological intensification in African smallholder agriculture. Field Crops Research, 143: 76-90.
Go to original source... - Wang J., Lin Q., Zhang X. (2023): How does digital economy promote agricultural development? Evidence from sub-Saharan Africa. Agriculture, 14: 63.
Go to original source... - Wen R., Li H. (2024): Impact of digital economy on urban land green use efficiency: Evidence from Chinese cities. Environmental Research Communications, 6: 055008.
Go to original source... - Xing H., Feihu Y., Yating L. (2024): Digital economy, government efficiency, and regional administrative monopolies: Evidence from China. Economic Analysis and Policy, 84: 1807-1819.
Go to original source... - Yang C., Ji X., Cheng C., Liao S., Obuobi B., Zhang Y. (2024): Digital economy empowers sustainable agriculture: Implications for farmers' adoption of ecological agricultural technologies. Ecological Indicators, 159: 111723.
Go to original source... - Yao W., Sun Z. (2023): The impact of the digital economy on high-quality development of agriculture: A China case study. Sustainability, 15: 5745.
Go to original source... - Zhang Y., Ji M., Zheng X. (2023): Digital economy, agricultural technology innovation, and agricultural green total factor productivity. Sage Open, 13.
Go to original source... - Zhigulina T.N., Luchnikova N.M., Lebedeva V. L. (2021): Transformations in agricultural land use: through changes in land functions to changes in information support for land management. IOP Conference Series: Earth and Environmental Science, 677: 042097.
Go to original source... - Zhong X. (2023): Agricultural and rural digitalisation in regional sustainable development: A comparative study between China and the European Union. Cognitive Sustainability, 2.
Go to original source...
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