The Estimation Model of Determinant of Mobile Phone Apps’ Usage by Smallholder Farmers in North West Nigeria

الموضوعات :

Abdullahi Khidir ¹ (Department of Agricultural Extension and Rural Development, Faculty of Agriculture, Federal University Dutsin-Ma. Katsina State, Nigeria)
Idowu Oladele ² (Sasakawa African Fund for Agricultural Extension Education, Nigeria/Ethiopia)
Daniel Ekpa ³ (Department of Agricultural Economics, Federal University Dutsin-Ma, Katsina State, Nigeria)

تاريخ الإرسال : 27 الخميس , رمضان, 1443 تاريخ التأكيد : 29 الثلاثاء , ذو القعدة, 1443 تاريخ الإصدار : 29 الثلاثاء , ذو القعدة, 1443

الکلمات المفتاحية: farmers, mobile phone apps, North West Nigeria, Frequency of apps' usage,

ملخص المقالة :

This study examined the determinants of frequency of cellphone applications’ usage among farmers in North-West Nigeria using Negative Binomial Regression Model (NBRM). Using ex-post-facto research design, multi-stage sampling procedure was employed to select 385 respondents from ADP geo-ecological zones of three agrarian states (namely Katsina, Kano and Kaduna) for the study. Thereafter, three Local Government Areas (LGAs) were randomly selected from each state and from which 5 communities were randomly selected from each of the LGAs in Katsina and Kaduna, and 10 from the most densely populated Kano state. Data were collected using a pre-tested structured questionnaire and summarized using frequency counts, percentages and mean. Though most frequently used mobile applications include voice call app (mean value of 1.410), SMS app (0.932 mean score) and Opera with 0.640 mean value, weighted mean values showed that all the apps were rarely being put to use by the farmers, indicating generally low frequency of usage. NBRM analysis results showed that educational attainment, knowledge, phones farmers operate well, phone as information garget, app store, social media and agencies as sources of apps positively influenced the frequency of mobile apps usage. A well guided effort through appropriate policies that would encourage the frequency of mobile phone usage by farmers for information accessing, should be put in place by major stakeholders of rural and agricultural development in the area.

المصادر:

1. Abdullahi, K.A., Oladele, O.I., and Yusuf, O.J. (2019). Use of Mobile Phone Applications by Farmers in North West Nigeria. Journal of Agricultural Extension, 23(3), 182-195.


2. Aker, Jenny C., and Isaac M. Mbiti., (2010). "Mobile Phones and Economic Development in Africa." Journal of Economic Perspectives, 24(3): 207-32.


3. Akinnagbe, O.M. and Ajayi, R. (2010). “Challenges of Farmer-Led Extension Approaches in Nigeria,” World J. Agric. Sci., 6(4), 353-359.


4. Amir, W., Peter, M. & Muluken, N. (2016). “The Role of Mobile Phones in Accessing Agricultural Information by Smallholder Farmers in Ethiopia,” RUFORUM Work. Doc. Ser. (ISSN 1607-9345) No.14 395-402 .Available from http//repository.ruforum.org.Res., 14(14), 395-402.


5. Biswajit, L., Sudarshan,A., Chauhan, J.K., Aiarson, K.S. and Sierra, M.S. (2017). Mobile Phone Use Efficiency of Garo Tribal Farmers in North-Eastern Himalayan Region of India. Indian Res. J. Ext. Edu., 17 (1), 24-31.


6. Caroline, N. (2015). The use of Mobile Phones in Agricultural Extension Delivery in Eastern Region, Ghana. Thesis Submitted to the Department of Agriculture and Natural Sciences, University of Cape Coast.


7. Donner, J. (2008). Research Approaches to Mobile use in the Developing World; A Review of Literature, The Information Society, 24(3), 140-159.


8. Ebgule, C.L., Agwu, A. E. and Uzokwe, U.N. (2013). Availability and Use of Mobile Phones for Information Dissemination by Public Extension Agents in Delta State, Nigeria. Journal of Agricultural Extension, 17 (24), 25-30.


9. Greene, J.C., 2009 Is Mixed Methods Social Inquiry a Distinctive Methodology? Journal of Mixed Method Research, 2(1), 7-22.


10. Kuder, G. F. and Richardson, M. W. (1937). The Theory of the Estimation of Test Reliability. Psychometrika, 2(3), 151-160.


11. Nigerian Agricultural Extension Research and Liaison Services, (2015). Agricultural Performance Report of 5015 Wet Season in Nigeria, NAERLS Press, Ahmadu Bello University Zaria.


12. Nenna, M.G. (2016) Assessment of Information and Communication Technologies (ICTs) among Cassava Farmers in Anambra State, Nigeria. British Journal of Research, 3(2), 41-54.


13. Niemi, J.K, N.Minot, and M.Sell. (2015) Use of Mobile Phones in Agricultural Marketing in Ghana and Uganda: A Survey. Nfj 25th Congress(NORDIC VIEW TO SUSTAINABLE RURAL DEVELOPMENT), June 16-18 2015, 468-469.


14. Olojede, A., Adekunle, A.A., and Samuel, E,A. (2013) Analysis of Rural Literacy as a Panacea for Socio-Economic Development of Nigeria. International Journal of Sociology and Anthropology, 5(9), 381-390.


15. Osadebamwen, A.O. and Ideba, E. (2015) Smallholder farmers and mobile phone technology in Sub-Sahara agriculture. Mayfair Journal of Information and Technology Management in Agriculture, 1 (1), 1-19.


16. Qiang, C.Z., Siou, C.K., Andrew, D. and Steve, E. (2012). Mobile Applications for Agriculture and Rural Development. ICT Sector Unit World Bank. Report No. 96226-GLB


17. Raj, D.A., Poo Murugesan, A.V., Vejay, P.S.A., Olaganathan, S. and Sasikumar, K. (2011). Strengthening Rural Livelihoods. The Impact of Information and Communication Technologies in Asia, 40-43.


18. Samson, P.K., Julius, J.O. and Noel, J. (2011). Use of Mobile Phone Technology in Agricultural Marketing. International Journal of ICT Research and Development in Africa (IJICTRDA), 2(2), 14-25.


19. Shawn, A. C., & Nilesh Fernando, A. (2016). Mobile’izing Agricultural Advice: Technology Adoption, Diffusion and Sustainability, Harvard Business School Working Papers 13-047, Harvard Business School, revised Mar 2016.


20. Shaukat, M.R., Shah, I.A. and Shah, A. (2013) Farmers Inclination to Adoption of Mobile Phone Agriculture Information and Trade Systems in Pakistan, Journal of Economic and Social. Studies, 4(2), 191-220


21. Sirajul, M.I. and Âke, G. (2011) Factors influencing the Adoption of Mobile Phones among the Farmers in Bangladesh: Theories and Preactice. International Journal on Advances in ICT for Emerging Regions, 4 (01), 4-14.


22. Sousa, F., Nicolay, G. and Home, R. (2016). Information Technologies as a Tool for Agricultural Extension and Farmer-to-Farmer Exchange: Mobile-Phone Video use in Mali and Burkina Faso. International Journal of Education and Development Using Information and Communication Technology (IJEDICT), 12(3), 19-36.


23. Susan, W. and Charles, S. (2016) Why Don’t Farmers use Cell Phones to Access Market Prices? Technology Affordances and Barriers to Market Information Services Adoption in Rural Kenya. Information technology for Development, 22 (2), 320-333.


24. Tijjani, A., Akpoko, J.G., and Abdullahi, K.A. (2015). Sources of agricultural information used by cowpea farmers in Rimi Local Government Area of Katsina State. J. Agric. Crop Res. 3(2): 21-26.


25. Wooldridge, J.M. (2002) Inverse Probability Weighted M-Estimation for Sample Selection, Attrition and Stratification. Cemmap Working Paper CWP 11/02


26. Xioalin, F. and Shaheen, A. (2012) Impact of Mobile Telephone on the Quality and Speed of Agricultural Extension Services: Evidence from the Rural E-Services Project in India. Paper Presented at the International Association of Agricultural Economics (IAAE) 2012 Triennial conference, Foz do Iguacu, Brazil, 18-24 2012.


27. Yusuf, O.J., Abdullahi, K.A. and Haruna, S.K. (2015). Effectiveness of E-Wallet Scheme in Curbing Sharp Practices Associated with Agricultural Input Accessibility among Smallholder Farmers in Kano State, Nigeria. Nigerian Journal of Rural Sociology, 15 (2), 67-75.