- Achieng, M.S. Digitalisation of indigenous knowledge of agricultural practices: A strategy for food security in Africa. J. Public Adm. 2022, 57, 802â818.
Paper not yet in RePEc: Add citation now
- Adrian, A.M.; Norwood, S.H.; Mask, P.L. Producersâ perceptions and attitudes toward precision agriculture technologies. Comput. Electron. Agric. 2005, 48, 256â271. [CrossRef]
Paper not yet in RePEc: Add citation now
- Akinsola, O.S. ICT adoption for bridging South African black farmers â knowledge gap. Int. J. Agric. Sci. Technol. 2014, 2, 39â47. [CrossRef]
Paper not yet in RePEc: Add citation now
- Alant, B.P.; Bakare, O.O. A case study of the relationship between smallholder farmersâ ICT literacy levels and demographic data w.r.t. their use and adoption of ICT for weather forecasting. Heliyon 2021, 7, e06403. [CrossRef]
Paper not yet in RePEc: Add citation now
- Aldosari, F.; Al Shunaifi, M.S.; Ullah, M.A.; Muddassir, M.; Noor, M.A. Farmersâ perceptions regarding the use of Information and Communication Technology (ICT) in Khyber Pakhtunkhwa, Northern Pakistan. J. Saudi Soc. Agric. Sci. 2019, 18, 211â217. [CrossRef]
Paper not yet in RePEc: Add citation now
- Annosi, M.C.; Brunetta, F.; Monti, A.; Nat, F. Is the trend your friend? An analysis of technology 4.0 investment decisions in agricultural SMEs. Comput. Ind. 2019, 109, 59â71. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ayamga, M.; Lawani, A.; Akaba, S.; Birindwa, A. Developing institutions and inter-organizational synergies through digitalization and youth engagement in african agriculture: The case of âAfrica Goes Digitalâ. Land 2023, 12, 199. [CrossRef]
Paper not yet in RePEc: Add citation now
- Born, L.; Chirinda, N.; Mabaya, E.; Afun-Ogidan, O.; Girvetz, E.H.; Jarvis, A.; Kropff, W. Digital Agriculture Profile: South Africa; FAO: Rome, Italy, 2021. Available online: https://www.fao.org/3/cb2506en/cb2506en.pdf (accessed on 14 January 2023).
Paper not yet in RePEc: Add citation now
- Bronson, K.; Knezevic, I. The digital divide and how it matters for Canadian food system equity. Can. J. Commun. 2019, 44, 63â68. [CrossRef]
Paper not yet in RePEc: Add citation now
- Caffaro, F.; Micheletti Cremasco, M.; Roccato, M.; Cavallo, E. Drivers of farmersâ intention to adopt technological innovations in Italy: The role of information sources, perceived usefulness, and perceived ease of use. J. Rural Stud. 2020, 76, 264â271. [CrossRef]
Paper not yet in RePEc: Add citation now
Cavallo, E.; Ferrari, E.; Bollani, L.; Coccia, M. Attitudes and behaviour of adopters of technological innovations in agricultural tractors: A case study in Italian agricultural system. Agric. Syst. 2014, 130, 44â54. [CrossRef]
- Da Silveira, F.; da Silva, S.L.C.; Machado, F.M.; Barbedo, J.G.A.; Amaral, F.G. Farmersâ perception of barriers that difficult the implementation of agriculture 4.0. Agric. Syst. 2023, 208, 103656. [CrossRef]
Paper not yet in RePEc: Add citation now
- Dissanayake, C.A.K.; Jayathilake, W.; Wickramasuriya, H.V.A.; Dissanayake, U.; Kopiyawattage, K.P.P.; Wasala, W.M.C.B. Theories and models of technology adoption in agricultural sector. Hum. Behav. Emerg. Technol. 2022, 2022, 9258317. [CrossRef] Agriculture 2023, 13, 1471 14 of 16
Paper not yet in RePEc: Add citation now
- Dlamini, P.; Ocholla, D.N. Information and Communication Technology Tools for Managing Indigenous Knowledge in KwaZuluNatal Province, South Africa. Afr. J. Libr. Archeoloyg Inf. Sci. 2018, 28, 137â153.
Paper not yet in RePEc: Add citation now
- ECSECC. Ingquza Hill Local Municipality Socio Economic Review and Outlook, 2017; ECSECC: East London, South Africa, 2017. Available online: https://www.ecsecc.org/documentrepository/informationcentre/ngquza-hill-local-municipality_35291.pdf (accessed on 2 December 2022).
Paper not yet in RePEc: Add citation now
- ECSECC. Port St Johns Municipality Socio-Economic Review and Outlook; ECSECC: East London, South Africa, 2017. Available online: https://www.ecsecc.org/documentrepository/informationcentre/port-st-jonhs-local-municipality_82667.pdf (accessed on 14 January 2023).
Paper not yet in RePEc: Add citation now
- Engås, K.G.; Raja, J.Z.; Neufang, I.F. Decoding technological frames: An exploratory study of access to and meaningful engagement with digital technologies in agriculture. Technol. Forecast. Soc. Chang. 2023, 190, 122405. [CrossRef]
Paper not yet in RePEc: Add citation now
- Erdogdu, A.I. Social Marketing of Post-Pandemic Teleworking to Improve the Well-Being of White-Collar Workers in Instanbul. Masterâs Thesis, Middle East Technical University, Ãankaya, Ankara, 2021.
Paper not yet in RePEc: Add citation now
- FAO; ITU. Status of Digital Agriculture in 47 Sub-Saharan African Countries; FAO: Rome, Italy, 2022.
Paper not yet in RePEc: Add citation now
- FAO. Realizing the Potential of Digitalization to Improve the Agri-Food System: Proposing a New International Digital Council for Food and Agriculture. A Concept Note; FAO: Rome, Italy, 2020.
Paper not yet in RePEc: Add citation now
- Florez, M.; Melo, J.; Bourdon, I.; Piot-LePetit, I.; Gauche, K. Digital divide between Colombian and French agriculture. In Proceedings of the 27th Annual Americas Conference on Information Systems, AMCIS 2021, Virtual, 9â13 August 2021.
Paper not yet in RePEc: Add citation now
- Fourati-jamoussi, F.; Dantan, J.; Dubois, M.J.F.; Rizzo, D. Impact of Digital Technologies on Farmsâ Business Modelsâ CahierCOSTECH. 2023. Available online: https://hal.science/hal-04010330v1/file/CosTECH-2023-02-Fourati-Jamoussi_et-alimpact -digital-technologies-farm-business-model.pdf (accessed on 7 February 2023).
Paper not yet in RePEc: Add citation now
- Franco, W.; Barbera, F.; Bartolucci, L.; Felizia, T.; Focanti, F. Developing intermediate machines for high-land agriculture. Dev. Eng. 2020, 5, 100050. [CrossRef]
Paper not yet in RePEc: Add citation now
- Gabriel, A.; Gandorfer, M. Adoption of digital technologies in agricultureâAn inventory in a european small-scale farming region. Precis. Agric. 2023, 24, 68â91. [CrossRef]
Paper not yet in RePEc: Add citation now
Geng, L.; Li, Y.; Xue, Y. Will the interest triggered by virtual reality (VR) turn into intention to travel (VR vs. Corporeal)? The moderating effects of customer segmentation. Sustainability 2022, 14, 7010. [CrossRef]
- Gerli, P.; Clement, J.; Esposito, G.; Mora, L.; Crutzen, N. The hidden power of emotions: How psychological factors influence skill development in smart technology adoption. Technol. Forecast. Soc. Chang. 2022, 180, 121721. [CrossRef]
Paper not yet in RePEc: Add citation now
- Ghimire, P. Digitalization of indigenous knowledge in NepalâReview article. Acta Inform. Malays. 2021, 5, 42â47. [CrossRef]
Paper not yet in RePEc: Add citation now
Giua, C.; Materia, V.C.; Camanzi, L. Smart farming technologies adoption: Which factors play a role in the digital transition? Technol. Soc. 2022, 68, 101869. [CrossRef]
- Greene, W.H. Econometric Analysis. In Intellectual Property Management; Physica-Verlag HD: Heidelberg, Germany, 2018. [CrossRef]
Paper not yet in RePEc: Add citation now
- Groher, T.; Heitkämper, K.; Umstätter, C. Digital technology adoption in livestock production with a special focus on ruminant farming. Animal 2020, 14, 2404â2413. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
Hackfort, S. Patterns of inequalities in digital agriculture: A systematic literature review. Sustainability 2021, 13, 12345. [CrossRef]
- Jayne, T.S.; Sanchez, P.A. Crop Yields on Existing Farmland. Science 2021, 372, 1045â1048. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- Jeanneaux, P. Towards the End of Farmersâ Decision-Making Autonomy? 2018. Available online: https://agris.fao.org/agrissearch /search.do?recordID=FR2021007992 (accessed on 4 October 2022).
Paper not yet in RePEc: Add citation now
Kambanje, A.; Ngarava, S.; Mushunje, A.; Taruvinga, A. Labour dynamics in climate and techno reliand small scale maize production. J. Econ. Behav. Stud. 2018, 10, 262â276. [CrossRef] [PubMed]
Kambanje, A.; Taruvinga, A.; Mushunje, A.; Mutengwa, C.; Ngarava, S. Determinants of Food Security Status amongst Smallholder Farmers Utilizing Different Maize Varieties in OR Tambo District, South Africa. J. Soc. Sci. Res. 2020, 6, 133â139. [CrossRef]
- Kantiza, A.; Loytty, T.; Cherenet, E.; Sabimana, R.; Horak, P.; Osmancelebioglu, D.; Hajek, P.; Zadrazil, F.; Cerba, O.; Charvat, K.; et al. Digitalization of indigenous knowledge in African agriculture for fostering food security. In Proceedings of the 2021 IST-Africa Conference, IST-Africa 2021, Virtual Conference, 10â14 May 2021; pp. 1â13.
Paper not yet in RePEc: Add citation now
- Kaur, A.; Singh, R. Perception and Attitude of Agripreneurs toward Social Media Tools for Attaining Agribusiness Benefits. Indian J. Posit. Psychol. 2021, 12, 379â384.
Paper not yet in RePEc: Add citation now
- Kernecker, M.; Knierim, A.; Wurbs, A.; Kraus, T.; Borges, F. Experience versus expectation: Farmersâ perceptions of smart farming technologies for cropping systems across Europe. Precis. Agric. 2020, 21, 34â50. [CrossRef]
Paper not yet in RePEc: Add citation now
- Kvam, G.T.; HÃ¥rstad, R.M.B.; Stræte, E.P. The role of farmersâ microAKIS at different stages of uptake of digital technology. J. Agric. Educ. Ext. 2022, 28, 671â688. [CrossRef] Disclaimer/Publisherâs Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
Paper not yet in RePEc: Add citation now
- Le, T.M.; Liaw, S.; Bui, T. The role of perceived risk and trust propensity in the relationship between negative perceptions of applying big data analytics and consumersâ responses. WEAS Trans. Bus. Econ. 2020, 17, 426â435. [CrossRef]
Paper not yet in RePEc: Add citation now
- Leeuwis, C.; Aarts, N. Rethinking Adoption and Diffusion as a Collective Social Process: Towards an Interactional Perspective; Campos, H., Ed.; Springer: Berlin/Heidelberg, Germany, 2020; ISBN 9783030509910.
Paper not yet in RePEc: Add citation now
- Mabaya, E.; Porciello, J. Can digital solutions transform agri-food systems in Africa? Can digital solutions transform agri-food systems in Africa? Agrekon 2022, 61, 67â79. [CrossRef]
Paper not yet in RePEc: Add citation now
- Makaula, Z. Information and communication technologies (ICT) towards agricultural development in rural areas: Case of smallholder farmers in Umzimvubu local municipality of the Eastern Cape Province in South Africa. S. Afr. J. Agric. Ext. 2021, 49, 81â90. [CrossRef]
Paper not yet in RePEc: Add citation now
- Maumbe, B. Mobile agriculture in South Africa: Implementation framework, value-added services and policy implication. Int. J. ICT Res. Dev. Afr. 2010, 1, 35â59. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mavilia, R.; Pisani, R. Blockchain for agricultural sector: The case of South Africa. African J. Sci. Technol. Innov. Dev. 2022, 14, 845â851. [CrossRef]
Paper not yet in RePEc: Add citation now
- McCampbell, M.; Schumann, C.; Klerkx, L. Good intentions in complex realities: Challenges for designing responsibly in digital agriculture in low-income countries. Sociol. Rural. 2022, 62, 279â304. [CrossRef]
Paper not yet in RePEc: Add citation now
- Mdoda, L.; Mdiya, L. Factors affecting the using information and communication technologies (ICTs) by livestock farmers in the Eastern Cape Province. Cogent Soc. Sci. 2022, 8, 2026017. [CrossRef]
Paper not yet in RePEc: Add citation now
- Meijer, S.S.; Catacutan, D.; Ajayi, O.C.; Sileshi, G.W.; Nieuwenhuis, M. The role of knowledge, attitudes and perceptions in the uptake of agricultural and agroforestry innovations among smallholder farmers in sub-Saharan Africa. Int. J. Agric. Sustain. 2015, 13, 40â54. [CrossRef]
Paper not yet in RePEc: Add citation now
- Michels, M.; Musshoff, O. A tobit regression model for the timing of smartphone adoption in agriculture. Heliyon 2022, 8, e11272. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- Migiro, S.O.; Kwake, A. Information needs and communication technology adoption in Africa: A comparative study of rural women in Kenya and South Africa. J. Soc. Dev. Afr. 2007, 22, 109â141.
Paper not yet in RePEc: Add citation now
Ngarava, S.; Mushunje, A.; Chaminuka, P. Qualitative Benefits of Livestock Development Programmes. Evidence from the Kaonafatso ya Dikgomo (KyD) Scheme in South Africa. Eval. Program Plann. 2020, 78, 101722. [CrossRef] [PubMed]
- Ngcinela, S.; Mushunje, A.; Taruvinga, A.; Ngarava, S.; Mutengwa, C.S. Determinants of genetically modified (GM) maize adoption and the intensity of adoption in OR Tambo District Municipality, Eastern Cape Province, South Africa. GM Crop. Food 2019, 10, 1â11. [CrossRef] [PubMed]
Paper not yet in RePEc: Add citation now
- OECD; FAO. Agriculture in Sub-Saharan Africa: Prospects and challenges for the next decade. In OECD-FAO Agricultural Outlook 2016â2025; OECD; FAO: Rome, Italy, 2016; Volume 181, pp. 1â95. ISBN 9789264253223.
Paper not yet in RePEc: Add citation now
- Omulo, G.; Kumeh, E.M. Technological Forecasting & Social Change Farmer-to-farmer digital network as a strategy to strengthen agricultural performance in Kenya: A research note on â Wefarm â platform. Technol. Forecast. Soc. Chang. 2020, 158, 120120. [CrossRef] Agriculture 2023, 13, 1471 16 of 16
Paper not yet in RePEc: Add citation now
- Oosterlaken, I. Design for development: A capability approach. Des. Issues 2009, 25, 91â102. [CrossRef]
Paper not yet in RePEc: Add citation now
- OR Tambo DM. Coastal Management Programme 2016â2021; OR Tambo DM: Mthatha, South Africa, 2016.
Paper not yet in RePEc: Add citation now
- Patil, M.D.; Anatha, K.H.; Wani, S.P. Digital technologies for agricultural extension. In Harnessing Dividends from Drylands: Innovative Scaling up with Soil Nutrients; Raju, K.V., Wani, S.P., Eds.; CABI Digital Library: Oxfordshire, UK, 2016; pp. 331â334.
Paper not yet in RePEc: Add citation now
Pfeiffer, J.; Gabriel, A.; Gandorfer, M. Understanding the public attitudinal acceptance of digital farming technologies: A nationwide survey in Germany. Agric. Hum. Values 2021, 38, 107â128. [CrossRef]
- Pishnyak, A.; Khalina, N. Perception of new technologies: Constructing an innovation openness index. Foresight STI Gov. 2021, 15, 39â55. [CrossRef]
Paper not yet in RePEc: Add citation now
- Pope, M.; Sonka, S.; Quantifying the Eocnomic Benefits of on-Farm Digital Technologies. Farmdoc Daily. 4 March 2020. Available online: https://farmdocdaily.illinois.edu/2020/03/quantifying-the-economic-benefits-of-on-farm-digital-technologies.html (accessed on 3 August 2022).
Paper not yet in RePEc: Add citation now
Qin, T.; Wang, L.; Zhou, Y.; Guo, L.; Jiang, G.; Zhang, L. Digital technology-and-services-driven sustainable transformation of agriculture: Cases of China and the EU. Agriculture 2022, 12, 297. [CrossRef]
- Rawal, P. AIDA Marketing Communication Model: Stimulating a Purchase. IRCâs Int. J. Multidiscip. Res. Insocial Manag. Sci. 2013, 1, 37â44.
Paper not yet in RePEc: Add citation now
- Reissig, L.; Stoinescu, A.; Mack, G. Why farmers perceive the use of e-government services as an administrative burden: A conceptual framework on influencing factors. J. Rural Stud. 2022, 89, 387â396. [CrossRef]
Paper not yet in RePEc: Add citation now
- Renda, A. The age of foodtech: Optimizing the agri-food chain with digital technologies. In Achieving the Sustainable Development Goals through Sustainable Food Systems; Valentini, R., Sievenpiper, J.L., Antonelli, M., Dembska, K., Eds.; Springer: Cham, Switzerland, 2019.
Paper not yet in RePEc: Add citation now
- Schulze Schwering, D.; Bergmann, L.; Isabel Sonntag, W. How to encourage farmers to digitize? A study on user typologies and motivations of farm management information systems. Comput. Electron. Agric. 2022, 199, 107133. [CrossRef]
Paper not yet in RePEc: Add citation now
- Sen, A. Capability and Well-Being. In The Quality of Life; Nussbaum, M., Sen, A., Eds.; Clarendon Press: Oxford, UK, 1993; pp. 30â53.
Paper not yet in RePEc: Add citation now
- Sen, A. Development as Capability Expansion. J. Dev. Plan. 1989, 19, 41â58.
Paper not yet in RePEc: Add citation now
- Sidibé, A.; Olabisi, L.S.; Doumbia, H.; Touré, K.; Niamba, C.A. Barriers and enablers of the use of digital technologies for sustainable agricultural development and food security: Learning from cases in Mali. Elementa 2021, 9, 00106. [CrossRef]
Paper not yet in RePEc: Add citation now
- Strydom, P.D.F. Digital technologies, employment and labour-market polarisation in Africa. In Africaâs Digital Future: From Theory to Action (The Future of International Trade and Development); Viviers, W., Parry, A., Jansen van Rensburg, S.J., Eds.; AOSIS: Cape Town, South Africa, 2021; pp. 101â127. Agriculture 2023, 13, 1471 15 of 16
Paper not yet in RePEc: Add citation now
- Tagarakis, A.C.; van Evert, F.K.; Kempenaar, C.; Ljubicic, N.; Milic, D.; Bengin, V.; Crnojevic, V. Opportunities for precision agriculture in Serbia. In Proceedings of the 14th International Conference on Precision Agriculture, Montreal, QC, Canada, 24 Juneâ27 June 2018; pp. 1â12.
Paper not yet in RePEc: Add citation now
- Thomas, R.J.; OâHare, G.; Coyle, D. Understanding technology acceptance in smart agriculture: A systematic review of empirical research in crop production. Technol. Forecast. Soc. Chang. 2023, 189, 122374. [CrossRef]
Paper not yet in RePEc: Add citation now
- Tobin, B.Y.J. Estimation of relationships for limited dependent variables. Econometrica 1985, 26, 24â36. [CrossRef]
Paper not yet in RePEc: Add citation now
- Wazimap Ingquza Hill Local Municiality. 2022. Available online: https://wazimap.co.za/profiles/municipality-EC153-ngquzahill / (accessed on 1 December 2022).
Paper not yet in RePEc: Add citation now
- Wooldridge, J.M. Introductory Econometrics, 6th ed.; Cengage Learning: Boston, MA, USA, 2016; Volume 42; ISBN 9781305270107.
Paper not yet in RePEc: Add citation now
- Zantsi, S.; Nkunjana, T. A review of possibilities for using animal tracking devices to mitigate stock theft in smallholder livestock farming systems in rural South Africa. S. Afr. J. Agric. Ext. 2021, 49, 162â182. [CrossRef]
Paper not yet in RePEc: Add citation now