A Review of the Digitalization of Agriculture in Nigeria

Authors

  • Chibuzo Uzoma Izuogu Michael Okpara University of Agriculture, Umudike P.M.B 7267, Umuahia, Abia State
  • Dr Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State
  • Dr Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State
  • Loveday Chukwudi Njoku Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State
  • Sikiru Ibrahim-Olesin Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State

Keywords:

Digitalization of agriculture, Systematic review on digitalization, Impacts and challenges of digitalization

Abstract

 It has become difficult to articulate the impacts, needs and challenges of digitalization of agriculture due to the extensive nature of publications relating to the digitalization of the agricultural sector. This review evaluated the effect of digitalization of agriculture on improved food production and standard of living, identified the training needs of extension staff and clientele for digitalization of agriculture, and highlighted the challenges of digitalization of agriculture. From an initial search of 208 articles, only 87 articles met the inclusion criteria using the PRISMA guidelines. Most articles were published between 2016 and 2020; more studies were carried out in the South Western region of the country. Digitalization of agriculture has reduced the role of middlemen, provided opportunities for farmers to expand their markets, and improved the linkage between extension and research centers, and productivity and livelihood of small-scale farmers. Training needs for effective digitalization of agriculture were in skills, use of relevant digital services, digital privacy and security risks. Challenges of digitalization of agriculture were lack of technical skill, poor infrastructure and high cost of purchase and maintenance. The government should focus on initiating agricultural technology transfer programs and provide the necessary rural infrastructure to support the sector's digitalisation.

Author Biographies

Chibuzo Uzoma Izuogu, Michael Okpara University of Agriculture, Umudike P.M.B 7267, Umuahia, Abia State

Lecturer 11

Dr, Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State

Department of Agriculture, Faculty of Agriculture.

Dr, Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State

Department of AgriBusiness, Faculty of Agriculture

Loveday Chukwudi Njoku, Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State

Department of Agriculture, Faculty of Agriculture.

Sikiru Ibrahim-Olesin, Alex Ekwueme Federal University Ndufu-Alike, Ebonyi State

Department of Agriculture, Faculty of Agriculture

References

Abdullahi, K.A., Oladele, O.I. Akinyemi M. (2021) Attitude, knowledge and constraints associated with the use of mobile phone applications by farmers in North West Nigeria. Journal of Agriculture and Food Research 6, 100212. https://doi.org/10.1016/j.jafr.2021.100212

Adekunmi, A. O., & Awoyemi, A. O. (2017). Use of Information and Communication Technologies for sustainable agricultural development among Rural Farmers in Ekiti State Nigeria. Advances in Social Sciences Research Journal, 4(12) 150- 159.

Adesiji, G.B., Ibrahim, M., Komolafe, S. E. (2017). Comparative assessment of agricultural technology generating practices in universities and research institutes in north central zone of Nigeria. Information Processing in Agriculture 4 (2017) 161–167

African Development Bank Group. (2019). Light up and power Africa – A new deal on energy for Africa. https://www.afdb.org/en/

Agada, M. O. & Akpan C. A. (2017) Access and Use of Information and communication Technology among cassava farmers in Obudu, Cross River State, Nigeria. International Journal of Innovative and Research. Vol 6 Issue 11 ISSN 2278 – 0211 (Online)

Ajena, F. (2018). Agriculture 3.0 or Smart Agroecology Green European Journal. (webpage of Green European Journal). Accessed 15th February, 2022

Akor A.I., Abubakar, M & Ogunode N.J. (2021). Causes, forms and consequences of insecurity on Nigeria educational system: Implications for educational managers. Middle European Scientific Bulletin. ISSN 2694-9970

Akpabio, I.A., Okon, D.P.& Inyang, E.B. (2007). Constraints affecting ICT utilization by agricultural extension officers in the Niger Delta, Nigeria. J. Agric. Educ. Ext., 13, 263–272.

Ali, V., Niusha, E., & Akram, B. (2015). Factors affecting ICT adoption in rural area: a case study of rural users in Iran. Research Journal of Fisheries and Hydrobiology ISSN: 1816-9112

Anyoha, N. O., Chikaire, J. U., Godson, I. C. C., Ogueri, E. L. & Utazi, C. O. (2018). Information and communication technology roles in improving women farmers access to agricultural/agribusiness services in Orlu Agricultural Zone in Imo state, Nigeria. https://www.researchgate.net/publication/329406958_Information_and_Communi cation_

Autio, E. (2017). Digitalisation, ecosystems, entrepreneurship and policy

Asenso-Okyere, K, & Mekonnan, D. A. (2011). The importance of ICTs in the provision of information for improving agriculture productivity and rural incomes in Africa. Working Paper– United Nations Development Programme. www.africa.undp.org/content/rba/en/home/library/.../icts-provision- information.html

Ayim, M. O., Ranjan. S.R., Lim, A.E., Rogers, A.D.G., Montgometry, J., Flach, S & Manickavasagam, J. (2021). Diagnostic accuracy outcomes of office-based (outpatient) biopsies in patients with laryngopharyngeal lesions: A systematic review. Clin Otolaryngology, Mar;47(2):264-278. doi: 10.1111/coa.13897. https://pubmed.ncbi.nlm.nih.gov/34812583/ Retrieved 14th Dec, 2021

Balafoutis A., Beck, B., Fountas, S., Vangeyte, J., Wal, T., Soto, I. (2017). Precision agriculture technologies positively contributing to GHG emissions mitigation, farm productivity and economics. Sustainability, 9(8): 1339. DOI: 10.3390/su9081339

Banejee, S.G., Malik, K., Tipping, A., Besnard, J & Nash, J. (2017). Double dividend: power and agriculture nexus in Sub-Saharan Africa, World Bank, Washington DC. https://openknowledge. worldbank.org/.

Baumüller, H. & Addom, B.K. (2020). The enabling environments for the digitalization of African agriculture. In: Resnick, D., Diao, X., Tadesse, G. (Eds.), Sustaining Africa’s Agrifood System Transformation: The Role of Public Policies. International Food Policy Research Institute (IFPRI), pp. 159–173. https://doi.org/10.2499/9780896293946.

Basso, B. & Antle J. (2020). Digital agriculture to design sustainable agricultural systems. Nature Sustainability, 3(4): 254–256. DOI: 10.1038/s41893-020-0510-0

British Broadcasting Cooperation (BBC). (2011). Science &Environment - Nigeria launches two satellites. BBC News. https://www.bbc.co.uk/news/scienceenvironment- 14563647.

Bolfe, É., Jorge, L., Sanches, I., Junior, A., Costa, C., Victoria, D., Inamasu, R., Grego, C., Ferreira, V., Ramirez, A. (2020). Precision and digital agriculture: adoption of technologies and perception of Brazilian farmers. Agriculture, 10, 653.

Brennen, S. & Kreiss, D. (2021). Digitalization and digitization–culture digitally. Available online: https://culturedigitally.org/2014/09/ digitalization-and-digitization

Carolan, M. (2017). Agro?digital governance and life itself: food politics at the intersection of code and affect’, Sociologia Ruralis, 57, pp.816-835.

Daum, Thomas., Adegbola, Patrice Ygu´e., Adegbola, Carine., Christogonus Daudu, Fadlullah Issa, Geoffrey Kama, Alpha Oumar Kergna, Lawrence Mose, Yarama Ndirpaya, Oluwole Fatunbi, Roch Zossou, Oliver Kirui, Regina Birner. (2022). Mechanization, digitalization, and rural youth - Stakeholder perceptions on three mega-topics for agricultural transformation in four African countries. Global Food Security 32, 100616. https://doi.org/10.1016/j.gfs.2022.100616

Deichmann, U., Goyal, A., & Mishra, D. (2016). Will digital technologies transform agriculture in developing countries? (Policy research working paper series 7669). World Bank.

Ekeagwu, Mary Nwadinuba. (2015). Assessment of the level of ict application in agricultural production in colleges of education in south eastern Nigeria. International Journal of Innovative Social & Science Education Research 3(4):1-8. www.seahipaj.org

Farayola, C.O., Adebisi, L.O., Akilapa O., & Gbadamosi F. Y. (2020). does innovation enhance youth participation in agriculture: a review of digitalization in developing country? International Journal of Research in Agriculture and Forestry Volume 7, Issue 2, 2020, PP 7-14

Fatty, L. K. (2019). Agricultural extension services delivery and post-harvest losses of horticultural crop produce in West Coast region of the Gambia (Doctoral dissertation).

Fuglie, K., Gautam, M., Goyal, A., & Maloney, W.F. (2020). Harvesting prosperity: technology and productivity growth in agriculture; bank, T.W., Ed.; The World Bank: Washington, DC, USA.

Fielke, S.J., Garrard, R., Jakku, E., Fleming, A., Wiseman, L., Taylor, B.M. (2019). Conceptualizing the DAIS: Implications of the ‘Digitalisation of agricultural innovation systems’ on technology and policy at multiple levels. NJAS Wagening. J. Life Sci., 90– 91, 100296.

Food and Agriculture Organization of the United Nations. (2015). The state of food insecurity in the world - meeting the 2015 international hunger targets: taking stock of uneven progress, FAO, Rome.

Foster, C., Graham, M., Mann, L., Waema, T., Mann, L., (2018). Digital control in value chains: challenges of connectivity for east African firms. Econ. Geogr. 94 (1),68–86. https://doi.org/10.1080/00130095.2017.1350104.

Fraser, E.D.G., & Campbell, M. (2019). Agriculture 5.0: reconciling production with planetary health. One Earth, 1(3): 278–80. DOI: 10.1016/j.oneear.2019.10.022

Gezahagn, K., Mabiratu, D.& HikaWana, B. (2021). Will digital solution transform Sub- Sahara African agriculture? Artificial Intelligence in Agriculture 5, 292–300. https://doi.org/10.1016/j.aiia.2021.12.001

Gbughemobi, B.O., Nkamigbo, D.C., & Meludu, N.T. (2021). Analysis of accessibility and level of knowledge of farmers on the use of ICT among small holder rice farmers in southeast, Nigeria. International Journal of Research and Review DOI:https://doi.org/10.52403/ijrr.20211018 Vol.8; Issue: 10

Global Hunger Index. (2021). Hunger and food systems in conflict settings. Bonn: Welthungerhilfe; Dublin: Concern Worldwide.

Global System for Mobile Communications (GSMC). (2019). GSMA mobile connectivity index, gsma mobile connectivity index. https://www.mobileconnectivityindex.com/.

Green, A.G., Abdulai A-R, D.E., Glaros. A., Campbell, M., Newell, R., Quarshie P., Newman. L., Nost, E., & Fraser, E.D.G. (2021). A scoping review of the digital agricultural revolution and ecosystem services: implications for Canadian policy and research agendas. FACETS 6: 1955–1985. doi:10.1139/facets-2021-0017

Gyata, B.A. (2019). Comparative assessment of adoption determinants of electronic wallet system by rice farmers in Benue and Taraba states, Nigeria. Food Res. 3, 117–122. https://doi. org/10.26656/fr.3(2).132

Hackfort, S. (2021). Patterns of inequalities in digital agriculture: a systematic literature review. Sustainability, 13, 12345. https://doi.org/10.3390/su132212345

Hermanus, J.S. (2021). Factors affecting digital technology adoption by small- scale farmers in agriculture value chains (AVCs) in South Africa, Information Technology for Development, DOI:10.1080/02681102.2021.1975256

International Telecommunication Union (ITU). (2020). Measuring the information society report: Volume 1. Geneva: ITU

Irefin, I. A., Abdul-Azeez, I. A. & Tijani, A. A. (2012). An investigative study of the factors affecting the adoption of Information and Communication Technology in small and medium scale enterprises in Nigeria. Australian Journal of Business and Management Research Vol.2 No.02 [01-09]

Ibukun, E., Senanu, R., Okuboyejo, O. A.& Odetunmibi, B.O. O. (2021). An empirical investigation of acceptance, adoption and the use of E-agriculture in Nigeria. Heliyon 7 , e07588, https://doi.org/10.1016/j.heliyon.2021.e07588

Izuogu C.U. (2015). Environmental hazard effects on agricultural production among rural households in Imo State, Nigeria. Universal Journal of Public Health 3(6): 229-233, 2015 http://www.hrpub.org

Kim, J., Parmesh, S., Joanne, C., Gaskell, A. P & Akanksha, L. (2020). Scaling Up Disruptive Agricultural Technologies in Africa. International Development in Focus. Washington, DC: World Bank. doi:10.1596/978-1-4648-1522-5

Leonard, E. (Ed), Rainbow, R. (Ed), Trindall, J. (Ed), Baker, I., Barry, S., Darragh, L., Darnell, R., George, A., Heath, R., Jakku, E., Laurie, A., Lamb, D., Llewellyn, R., Perrett, E., Sanderson, J., Skinner, A., Stollery, T., Wiseman, L., Wood, G. and Zhang, A. (2017). Accelerating precision agriculture to decision agriculture: Enabling digital agriculture in Australia. Cotton Research and Development Corporation, Australia.

Jellason, N.P., Conway, J.S. & Baines, R.N. (2020). Understanding impacts and barriers to adoption of climate-smart agriculture (CSA) practices in North-Western Nigerian drylands. J. Agric. Educ. Ext., 27, 55–72

Lavison, R. (2013). Factors Influencing the adoption of organic fertilizers in vegetable production in Accra. Msc Thesis. Accra, University of Ghana, Legon. See also URL. http://ugspace.ug.edu.gh/.

Lokanathan, S. & Lucas, G. R. (2014). Behavioral Insights for Development from Mobile Network Big Data: Enlightening Policy Makers on the State of the Art. Available at SSRN: https://ssrn.com/abstract=2522814 or http://dx.doi.org/10.2139/ssrn.2522814

Lohento, K. & Ajilore, O. (2015). ICT and youth in agriculture. Africa agriculture status report: 118-42.

Naruka, P. S., Verma, S., Sarangdevot, S. S., Pachauri, C. P., Kerketta, S. & Singh, J. P. (2017). Asian Journal of Agricultural Extension, Economics & Sociology, 20 (1), 1-11.

Narmilan A (2017) E-agricultural concepts for improving productivity: A review. Sch. J. Eng. Tech., 5(1):11-17. DOI: 10.21276/sjet.2017.5.1.3

Mago, S., & Mago, S. (2015). Information and communications technologies (ICTs) and livelihoods enhancement in agro-rural communities in Zimbabwe: Connections using the capabilities approach. Journal of Communication, 6(1), 93–103. https://doi.org/10.1080/0976691X.2015.11884851

Malabo Montpellier Panel Report (2019). Byte by Byte: Policy innovation for transforming Africa’s food system with digital technologies. https://doi.org/10.2499/9780896296848.

Muhammad, A. L. ?., Man, N., Abd Latif, I., Muharam, F. M., & Omar, S. Z. (2018). The use of information and communication technologies in agricultural risk management by the agricultural extension services in Malaysia. International Journal of Agriculture Environment and Food Sciences, 2(1), 29-35.

Musa, N. S., Githekho J. M., & El-siddig, K. (2013). The adoption and use of ICT by small- scale farmers in Gezira State, Sudan. International Journal of Trade, Economics and Finance, 4(2).

Majharul, T. (2012). Factors affecting the adoption of technological innovation by individual employees: An Australian study. Procedia - Social and Behavioral Sciences 40,52 – 57. doi: 10.1016/j.sbspro.2012.03.160

Masey, R. J. M., Gray, J. O., Dodd, T. J., & Caldwell, D. G. (2010). Guidelines for the design of low-cost robots for the food industry. Industrial Robot, 37(6), 509– 517. https://doi.org/10.1108/01439911011081650

Mittal, S. & Mehar, M. (2013). Agricultural information networks, information needs, and risk management strategies: a survey of farmers in Indo-Gangetic Plains of India. Socioeconomics Working Paper 10.

Mogaji, E .(2019). Type and location of Nigerian universities, Research agenda working paper. Vol 7 pp 92-103

Mohammed, A. & Ozioko, R. (2015). Factors militating against utilization of information resources for research by scientists in agricultural research institutes in Nigeria . Journal of Balkan Libraries Union , 3 (2) , 14-20 . Retrieved from https://dergipark.org.tr/en/pub/jblu/issue/18611/196431

Munyua, H., Adera, E.& Jensen, M. (2009). Emerging ICTs and their potential in revitalizing small-scale agriculture in Africa. Agric. Inf. Worldwide., 2, 3–9.

Murphy, J., Carmody, P., Surborg, B. (2014). Industrial transformation or business as usual? Information and communication technologies and Africa’s place in the global information economy. Rev. Afr. Polit. Econ. 41 (140), 264–283. https://doi.org/10.1080/03056244.2013.873024.

Mwangi, M., & Kariuki, S. (2015). Factors determining adoption of new agricultural technology by smallholder farmers in developing countries. J. Econ. Sustain. Dev. 6 (5), 215–232.

National Bureau for Statistics (NBS).(2021). Annual collaborative survey of socio- economic activities in Nigeria. Main statistical report volume 1

Nwobodo C. E and Nwabugwu T. S. (2015). Challenges to adoption of ICT tools by agricultural extension workers in Anambra State, Nigeria. Asian Journal of Agricultural Extension, Economics & Sociology 10(4): 1-6, 2016; Article no. AJAEES.24550 ISSN: 2320-7027

Nyarko, D. A. & Kozári, J. (2021). Information and communication technologies (ICTs) usage among agricultural extension officers and its impact on extension delivery in Ghana. Journal of the Saudi Society of Agricultural Sciences 20 164– 172

Okon, E.M., Falana, B.M., Solaja S.O., Yakubu S.O., Alabi O.O., Okikiola B.T., Awe T.E., Adesina B.T., Tokula B.E., Kipchumba A.K., Edeme A.B. (2021). Systematic review of climate change impact research in Nigeria: implication for sustainable development. https://doi.org/10.1016/j.heliyon.2021.e07941

Okwu, O.J. & Iorkaa, T.I. (2011). An assessment of farmers’ use of new information and communication technologies as sources of agricultural information in Ushongo Local Government Area, Benue State, Nigeria. Journal of Sustainable Development in Africa, ‘ 13(2), 45.

Oke O.O., Adeoye A.S., Jatto K.A., Adelusi, F.T., & Ojo-Fakuade F.F. (2019). Assessment of information and communication technologies usage by maize farmers in Afijio Local Government Area of Oyo State, Nigeria. Journal of Information and Knowledge Management, Vol.10 (2), https://dx.doi.org/10.4314/iijikm.v10i2.8

Olagunju, O., Adetarami, O., Koledoye, G. F., Olumoyegun, A.T., & Nabara, I. S. (2021). Digitization of agricultural extension system for effective management of emergency in Nigeria. Journal of Agricultural Extension. Vol. 25 (4) https://dx.doi.org/10.4314/jae.v25i4.9

Olaniyi, O. A. (2013). Assessment of utilization of Information and Communication Technologies (ICTS) among poultry farmers in Nigeria: An emerging challenge. Transnational Journal of Science and Technology, vol.3, No.6 ISSN 1857-8047

Omotesho, K. F., Ogunlade, I. O. & Muhammad, L. (2012). Assessment of access to Information and Communication Technology among Agricultural Extension Officers in Kwara State, Nigeria, Asian Journal Agriculture and Rural Development, Vol. 2, No. 2, pp. 220-225

Owusu, A.B., Yankson, P.W., & Frimpong, S. (2018). Smallholder farmers’ knowledge of mobile telephone use’ gender perspectives and implications for agricultural market development’, Progress in Development Studies, 18(1), pp.36-51.

Pesce, M., Kirova, M., Soma, K., Bogaardt, M. J., Poppe, K., Thurston, C., Monfort Belles, C., Wolfert, S., Beers, G., & Urdu, D. (2019). Research for AGRI committee – Impacts of the digital economy on the food-chain and the CAP. European Parliament, Policy Department for Structural and Cohesion Policies.

Raj, D.A., Poo. A. V., Murugesan, V.P.S., Olaganathan, A. S., & Sasikumar. K. (2011). A crop nutrient management decision support system: India. In D. J. Grimshaw and S. Kala (Eds.), Strengthening rural livelihoods. The impact of information and communication technologies in Asia (pp. 33-52). Practical Action Publishing Ltd

Rizvi, S. M. H. (2011). LifeLines: livelihood solutions through mobile technology in India. In D. J. Grimshaw and S. Kala (Eds.), Strengthening rural livelihoods. The impact of information and communication technologies in Asia (pp. 53-70). Practical Action Publishing Ltd

Rolandi, S., Brunori, G., Bacco, M., & Scotti, I. (2021). The digitalization of agriculture and rural areas: towards a taxonomy of the impacts. Sustainability, 13, 5172. https://doi.org/10.3390/su13095172

Rose, D.C., Wheeler, R., Winter, M., Lobley, M., & Chivers, C.-A. (2021). Agriculture 4.0: Making it works for people, production, and the planet. Land Use Policy, 100, 104933.

Saiz-Rubio, V., & Rovira-Más, F. (2020). From smart farming towards agriculture 5.0: A review on crop data management. Agronomy, 10(2), 1-21

Sani, L. B., Oladokun, B. Y. O. & Kalusopa, T. (2014). The generation and dissemination of agricultural information to farmers in Nigeria: a review. 10SR Journal of Agriculture and Veterinary Science, 7 (2), 102 - 111.

Schimpf, M. (2020). Digital farming: ‘Friends of the earth Europe digital farming paper’, http://www.foeeurope.org/sites/default/files/gmos/2020/foee-digital- farming- paper-.pdf

Sobalaje, A.J & Adigun, G. O. (2013). Use of Information and Communication Technologies (ICTs) by yam farmers in Boluwaduro Local Government Area of Osun State, Nigeria.. Library Philosophy and Practice (e- journal). 1018. https://digitalcommons.unl.edu/libphilprac/1018

Sundmaeker, H., Verdouw, C., Wolfert, S., & Pérez Freire, L. (2016). Internet of food and farm digitizing the industry internet of things connecting the physical, digital and virtual worlds, 49(9), 1689–1699. https://doi.org/10.1017/CBO9781107415324.004

Taphee, B.G., Shiddi, S.A., Mshelia, S.I., Alam, M.K., Samuel, V.Z., & M.N. Gaji.(2016). Assessment of the effect of Information Communication Technology (ICT) on rice marketing in Jalingo Local Government Area of Taraba State, Nigeria. Science Arena Publications Specialty Journal of Architecture and Construction. Available online at www.sciarena.com, Vol, 2 (1): 7-11

Tanko L., Adeniji, O. B., & Nwachukwu, H. (2013). Evaluation of the access to and utilization of information communication technology (ICT) facilities among extension officers in Shiroro LGA, Niger State, Nigeria. Journal of Agricultural Extension and Rural Development Vol. 5(1), pp. 8-13. Available online at http:// academicjournals.org/JAERD DOI: 10.5897/JAERD11.078 ISSN 2141-2154. Retrieved on 26th January, 2022

Thatcher, J., O’Sullivan, D., & Mahmoudi, D. (2016). ‘Data colonialism through accumulation by dispossession: New metaphors for daily data. Environment and Planning D’, Society and Space, 34(6), pp.990-1006

Traldi, R. (2021). Progress and pitfalls: A systematic review of the evidence for agricultural sustainability standards. Ecological Indicators 125, 107490. https://doi.org/10.1016/j.ecolind.2021.107490

Trendov, N. M., Varas, S., & Zeng, M. (2019). Digital technologies in the agriculture and rural areas – Status report. Rome. 157 pp. Licence: cc by-nc-sa 3.0 igo

Tsan, M., Totapally, S., Hailu, M., & Addom, B.K. (2019). The digitalization of African agriculture report 2018–2019. CTA.

Ubaru M., Jemilat, I., & Ubaru, S. (2015). The Impact of ICT on the productivity of urban farmers in Nigeria: the case study of Abuja, FCT, Nigeria. International Journal of Science and Research (IJSR) ISSN (Online): 2319-7064.

United Nations Conference on Trade and Development (UNTCAD). (2021). Trade and development report. from recovery to resilience. The development dimension UNTCAD /TDR ISBN 978-92-1-113027-0

United States Agency for International Development (USAID). (2020). Nigeria power africa fact. https://www.usaid.gov/powerafrica/nigeria. Accessed 12th January, 2022

Yatribi, T. (2020). Factors affecting precision agriculture adoption: a systematic literature review. Volume 8, No.2 ISSN 2303-5005. doi: 10.2478/eoik-2020- 0013

Yousaf, Z., Radulescu, M., Sinisi, C. I., Serbanescu, L., & P?unescu, L. M. (2021). Towards sustainable digital innovation of SMEs from the developing countries in the context of the digital economy and frugal environment. Sustainability, 13(10), 1-28

World Bank. (2011). ICT in Agriculture: Connecting Smallholders to Knowledge, Networks, and Institutions; World Bank: Washington, DC, USA,

World Bank. (2016). World Development Report 2016. Digital Dividends.

World Bank. (2017). Enabling the Business of Agriculture 2017, World Bank, Washington DC.

World Bank. (2019). Summary of Data Collected in 2016-2017, Enabling the Business of Agriculture ICT World Bank. http://eba.worldbank.org/en/data/exploretopics/ict.

World Bank Group. (2021). Population total for Nigeria. www.data.worldbank.org Retrieved 10th January, 2022

Downloads

Published

2023-04-04 — Updated on 2023-04-07

Versions

How to Cite

Izuogu, C. U., Olaolu, M. O., Azuamairo, G. C., Njoku, L. C., & Ibrahim-Olesin, S. (2023). A Review of the Digitalization of Agriculture in Nigeria. Journal of Agricultural Extension, 27(2). Retrieved from https://journal.aesonnigeria.org/index.php/jae/article/view/3408 (Original work published April 4, 2023)

Issue

Section

General Extension and Teaching Methods

Most read articles by the same author(s)