Abstract
This study examines the social effects of agricultural mechanization on crop output in North Central Nigeria, specifically assessing the impact of employment generation, education opportunities, health and safety, and food security. A survey research design was adopted, and primary data were collected from 384 respondents across Benue, Nasarawa, and the Federal Capital Territory using a structured questionnaire. The validity of the research instrument was established through content and construct validity, with exploratory factor analysis confirming a cumulative variance of 66.937%. Reliability tests yielded a Cronbach's Alpha coefficient of 0.833. Binary logistic regression was employed for data analysis, with statistical significance assessed at the 5% level. The results indicate that employment generation significantly influences crop output (B = 1.950, p = 0.021, Exp(B) = 7.026), underscoring the role of mechanization in creating job opportunities that enhance productivity. Health and safety also show a statistically significant effect (B = 0.565, p = 0.022, Exp(B) = 1.760), suggesting that improved working conditions and healthcare access contribute to increased agricultural efficiency. However, education opportunities (B = 0.265, p = 0.294) and food security (B = 0.420, p = 0.087) do not exhibit significant effects on crop output. The study concludes that while mechanization positively impacts employment and health conditions, its effects on education and food security require further investigation. It recommends policies promoting mechanization-driven employment, improved health and safety conditions, long-term agricultural education strategies, and enhanced food security mechanisms to ensure sustainable agricultural growth.
References
Akinbami, C. A. O., Fadare, S. O., & Oyetoro, A. O. (2019). Health and safety in mechanized farming: A Nigerian perspective. Journal of Agricultural Safety and Health, 25(3), 221-234. https://doi.org/10.13031/jash.13130 Akinbami, C. A., Shittu, M. R., & Adeoye, T. (2019). The health and safety implications of mechanized farming in developing countries: Evidence from Nigeria. Journal of Agricultural Safety and Health, 25(1), 21-35. Akinbami, C. A., Shittu, M. R., & Adeoye, T. (2019). The health and safety implications of mechanized farming in developing countries: Evidence from Nigeria. Journal of Agricultural Safety and Health, 25(1), 21-35. Binswanger-Mkhize, H. P. (1986). The economics of agricultural mechanization in developing countries. World Bank Research Observer, 1(1), 27-56. https://doi.org/10.1093/wbro/1.1.27 Dauda, S. O., Yusuf, S. A., & Olagunju, F. I. (2021). Mechanization and agricultural productivity in Nigeria: Evidence from panel data analysis. Agricultural and Food Economics, 9, 1-18. Dauda, S. O., Yusuf, S. A., & Olagunju, F. I. (2021). Mechanization and agricultural productivity in Nigeria: Evidence from panel data analysis. Agricultural and Food Economics, 9, 1-18. Dauda, S. O., Yusuf, S. A., & Olagunju, F. I. (2021). Mechanization and agricultural productivity in Nigeria: Evidence from panel data analysis. Agricultural and Food Economics, 9, 1-18. Dauda, S., Ani, A. O., & Adejo, O. (2021). Mechanization and job creation in the Nigerian agricultural sector. Journal of Agricultural Mechanization, 45(2), 123-139. https://doi.org/10.1016/j.jagmech.2021.03.005 Food and Agriculture Organization (FAO). (2016). Agricultural mechanization: A key input for sub-Saharan African smallholders. FAO. Food and Agriculture Organization (FAO). (2016). Agricultural mechanization: A key input for sub-Saharan African smallholders. FAO. Khalequzzaman K. M. and Karim M. A. 2007. Study of Agricultural Mechanization and Its Impact on Rural Environment. Journal of Innovation, Development and Strategy 1(1): 37- 40 Lal, R. (2020). Soil health and crop productivity. In Encyclopedia of Sustainable Technologies (pp. 595-604). Elsevier. Lobell, D. B., Schlenker, W., & Costa-Roberts, J. (2011). Climate trends and global crop production since 1980. Science, 333(6042), 616-620. Mrema, G. C., Baker, D., & Kahan, D. (2008). Agricultural mechanization in sub-Saharan Africa: Time for a new look. Food and Agriculture Organization of the United Nations. Retrieved from http://www.fao.org/3/a-i0219e.pdf National Bureau of Statistics. (2020). Agricultural statistics report. Retrieved from http://www.nigerianstat.gov.ng/report/123 Ogunkunle, O., Olatunji, K. O. and Taiwo, A. (2022). Effect of Agricultural Mechanization on Production and Farmers Economy in Nigeria: A Case Study of Lagos State. International Journal of Engineering Research in Africa: 60, 211-231: DOI: 10.17352/2455-815X.000026 Oluwatayo, I. B., & Ojo, A. O. (2020). Assessing the impact of agricultural mechanization on employment and income in rural Nigeria. Journal of Development and Agricultural Economics, 12(1), 11-19. https://doi.org/10.5897/JDAE2020.1201 Oluwatayo, I. B., & Ojo, A. O. (2020). Effects of agricultural mechanization on the productivity and income of cassava farmers in Nigeria. Heliyon, 6(3), e03671. Pandey, P., Joshi, P. K., Bisht, J. K., & Bhandari, H. (2020). Agronomic practices for improving crop productivity. In Advances in Agronomy (Vol. 162, pp. 1-50). Academic Press. Peng J, Zhao Z and Liu D (2022) Impact of Agricultural Mechanization on Agricultural Production, Income, and Mechanism: Evidence From Hubei Province, China. Front. Environ. Sci. 10:838686. doi: 10.3389/fenvs.2022.838686 Pingali, P. (2007). Agricultural mechanization: Adoption patterns and economic impact. In R. Evenson & P. Pingali (Eds.), Handbook of Agricultural Economics (Vol. 3, pp. 2779-2805). Elsevier. Rejesus, R. M., Palis, F. G., Rodriguez, D. G., & Lampayan, R. M. (2019). Adoption and impact of modern rice varieties in Asia. In Rice in the Global Economy: Strategic Research and Policy Issues for Food Security (pp. 123-145). Routledge Singh, G. (2006). Estimation of a mechanization index and its impact on production and economic factors. a case study in India. Biosystems Engineering, 93(1), 99-106. Wang, Z. Z., & Sun, H. L. (2014). Empirical Research of Agricultural Mechanization on the Effect of Increasing Famers’ Income. Management Science and Engineering, 8(2), 7-13. Available from: URL: http://www.cscanada.net/index.php/mse/article/view/3910 DOI: http://dx.doi.org/10.3968/3910
