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Digital Agriculture: Mobile Phones, Internet & Agricultural Development in Africa

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  • Evans, Olaniyi

Abstract

This study examines the non-linear relationship between mobile phones, internet and agricultural development in Africa for the period 2001–2015 using system generalized method of moments. The empirical results show a non-linear relationship between mobile phones, internet and agricultural development. Mobile penetration and squared mobile penetration have significant positive effects on agricultural value added, implying that mobile penetration has an increasing effect on agricultural value added. In contrast, internet usage has significant negative effects on agricultural value added, but squared internet usage has significant positive effects. This suggests a U-shaped pattern and a quadratic relationship: as internet usage increases, agricultural value added decreases, but after a certain level of internet usage which is the turning point, agricultural value added starts to increase. The causality analysis suggests the existence of uni-directional causality from mobile penetration and internet usage to agricultural value added. However, there is bi-directional causality between squared mobile penetration, squared internet usage and agricultural value added. This indicates that mobile phones and internet stimulate agricultural development which, in turn, boosts mobile penetration and internet usage even further in these countries. The results therefore provide evidence that mobile phones and internet play significant roles in agricultural development, as agricultural development also plays important roles in the expansion of mobile phones and internet.

Suggested Citation

  • Evans, Olaniyi, 2018. "Digital Agriculture: Mobile Phones, Internet & Agricultural Development in Africa," MPRA Paper 90359, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:90359
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    References listed on IDEAS

    as
    1. Boateng, Agyenim & Asongu, Simplice & Akamavi, Raphael & Tchamyou, Vanessa, 2018. "Information asymmetry and market power in the African banking industry," Journal of Multinational Financial Management, Elsevier, vol. 44(C), pages 69-83.
    2. Aker, Jenny C. & Ksoll, Christopher, 2016. "Can mobile phones improve agricultural outcomes? Evidence from a randomized experiment in Niger," Food Policy, Elsevier, vol. 60(C), pages 44-51.
    3. Sekabira, Haruna & Qaim, Matin, 2017. "Can Mobile Phones Improve Gender Equality and Nutrition? Panel Data Evidence from Farm Households in Uganda," GlobalFood Discussion Papers 256215, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    4. Muto, Megumi & Yamano, Takashi, 2009. "The Impact of Mobile Phone Coverage Expansion on Market Participation: Panel Data Evidence from Uganda," World Development, Elsevier, vol. 37(12), pages 1887-1896, December.
    5. Jenny C. Aker, 2010. "Information from Markets Near and Far: Mobile Phones and Agricultural Markets in Niger," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 46-59, July.
    6. Olaniyi Evans, 2019. "Digital politics: internet and democracy in Africa," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 46(1), pages 169-191, January.
    7. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    8. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    9. Sekabira, Haruna & Qaim, Matin, 2017. "Can mobile phones improve gender equality and nutrition? Panel data evidence from farm households in Uganda," Food Policy, Elsevier, vol. 73(C), pages 95-103.
    10. Asongu, Simplice A. & Biekpe, Nicholas, 2018. "ICT, information asymmetry and market power in African banking industry," Research in International Business and Finance, Elsevier, vol. 44(C), pages 518-531.
    11. Asongu, Simplice A. & Nwachukwu, Jacinta C., 2016. "The role of governance in mobile phones for inclusive human development in Sub-Saharan Africa," Technovation, Elsevier, vol. 55, pages 1-13.
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. Richard Duncombe, 2016. "Mobile Phones for Agricultural and Rural Development: A Literature Review and Suggestions for Future Research," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 28(2), pages 213-235, April.
    14. Wang, Xiaoxi & Biewald, Anne & Dietrich, Jan Philipp & Schmitz, Christoph & Lotze-Campen, Hermann & Humpenöder, Florian & Bodirsky, Benjamin Leon & Popp, Alexander, 2016. "Taking account of governance: Implications for land-use dynamics, food prices, and trade patterns," Ecological Economics, Elsevier, vol. 122(C), pages 12-24.
    15. Lee, In & Lee, Kyoochun, 2015. "The Internet of Things (IoT): Applications, investments, and challenges for enterprises," Business Horizons, Elsevier, vol. 58(4), pages 431-440.
    16. O. Evans, 2019. "Repositioning for Increased Digital Dividends: Internet Usage and Economic Well-being in Sub-Saharan Africa," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 22(1), pages 47-70, January.
    17. Kabbiri, Ronald & Dora, Manoj & Kumar, Vikas & Elepu, Gabriel & Gellynck, Xavier, 2018. "Mobile phone adoption in agri-food sector: Are farmers in Sub-Saharan Africa connected?," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 253-261.
    18. Tadesse, Getaw & Bahiigwa, Godfrey, 2015. "Mobile Phones and Farmers’ Marketing Decisions in Ethiopia," World Development, Elsevier, vol. 68(C), pages 296-307.
    19. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
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    Cited by:

    1. Alex Boakye, 2023. "Estimating agriculture technologies’ impact on maize yield in rural South Africa," SN Business & Economics, Springer, vol. 3(8), pages 1-17, August.
    2. Chen, Zhongwei & Cui, Ruijie & Tang, Can & Wang, Zihan, 2024. "Can digital literacy improve individuals' incomes and narrow the income gap?," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    3. Evans, Olaniyi, 2018. "Blockchain Technology and the Financial Market: An Empirical Analysis," MPRA Paper 99212, University Library of Munich, Germany.
    4. Arif Imam Suroso & Idqan Fahmi & Hansen Tandra, 2022. "The Role of Internet on Agricultural Sector Performance in Global World," Sustainability, MDPI, vol. 14(19), pages 1-10, September.
    5. Robert B. Zougmoré & Samuel T. Partey, 2022. "Gender Perspectives of ICT Utilization in Agriculture and Climate Response in West Africa: A Review," Sustainability, MDPI, vol. 14(19), pages 1-15, September.
    6. Ogechi Adeola & Olaniyi Evans, 2020. "ICT, infrastructure, and tourism development in Africa," Tourism Economics, , vol. 26(1), pages 97-114, February.
    7. Evans, Olaniyi & Mesagan, Ekundayo Peter, 2022. "ICT-trade and pollution in Africa: Do governance and regulation matter?," Journal of Policy Modeling, Elsevier, vol. 44(3), pages 511-531.
    8. Adeola, Ogechi & Evans, Olaniyi & Hilson, Ebo, 2018. "Tourism and economic wellbeing in Africa," MPRA Paper 93685, University Library of Munich, Germany.
    9. Evans, Olaniyi, 2018. "Digital Government: ICT and Public Sector Management in Africa," MPRA Paper 91628, University Library of Munich, Germany.

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    More about this item

    Keywords

    Digital Agriculture; Mobile Phones; Internet; Agriculture;
    All these keywords.

    JEL classification:

    • Q1 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services
    • Q19 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Other

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