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Original Articles

Adoption of agrochemical management practices among smallholder cocoa farmers in Ghana

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References

  • Abadie, A. 2003. “Semi-parametric Instrumental Variable Estimation of Treatment Response Models.” Journal of Econometrics 113: 231–263. doi: 10.1016/S0304-4076(02)00201-4
  • Abankwah, V., R. Aidoo, and R. K. Osei. 2010. “Socio-Economic Impact of Government Spraying Programme on Cocoa Farmers in Ghana.” Journal of Sustainable Development in Africa 12 (4): 116–126.
  • Adesina, A. A., and M. M. Zinnah. 1993. “Technology Characteristics, Farmers’ Perceptions and Adoption Decisions: A Tobit Model Application in Sierra Leone.” Agricultural Economics 9: 297–311. doi: 10.1016/0169-5150(93)90019-9
  • Adjinah, K. O., and I. Y. Opoku. 2010. The National Cocoa Diseases and Pests Control (CODAPEC): Achievements and Challenges. Ghana: COCOBOD.
  • Ahmed, M. H. 2015. “Adoption of Multiple Agricultural Technologies in Maize Production of the Central Rift Valley of Ethiopia.” Studies in Agricultural Economics 117 (3): 162–168. doi: 10.7896/j.1521
  • Anang, B. T., and J. Amikuzuno. 2015. “Factors Influencing Pesticide use in Smallholder Rice Production in Northern Ghana.” Journal of Agriculture, Forestry and Fisheies 4 (2): 77–82. doi: 10.11648/j.aff.20150402.19
  • Anang, B. T., F. Mensah, and A. Asamoah. 2013. “Farmers’ Assessment of the Government Spraying Program in Ghana.” Journal of Economics and Sustainable Development 1 (7): 92–99.
  • Aneani, F., V. M. Anchirinah, F. Owusu-Ansah, and M. Asamoah. 2012. “Adoption of Some Cocoa Production Technologies by Cocoa Farmers in Ghana.” Sustainable Agriculture Research 1 (1): 103–117. doi: 10.5539/sar.v1n1p103
  • Antwi-Agyakwa, A. K., E. A. Osekre, R. Adu-Acheampong, and K. D. Ninsin. 2015. “Insecticides use Practices in Cocoa Froduction in Four Regions in Ghana.” West African Journal of Applied Ecology 23 (1): 39–48.
  • Appiah, M. R., K. Ofori-Frimpong, A. A. Afrifa, and E. G. Asante. 1997. “Prospects of Fertilizer Use in the Cocoa Industry in Ghana.” Proceedings of the Soil Science Society of Ghana 15: 215–219.
  • Arslana, A., N. McCarthy, L. Lippera, S. Asfawa, and A. Cattaneo. 2014. “Adoption and Intensity of Adoption of Conservation Farming Practices in Zambia.” Agriculture, Ecosystems and Environment 187: 72–86. doi: 10.1016/j.agee.2013.08.017
  • Asfaw, S., and L. Lipper. 2015. “Adaptation to Climate Change and its Impact on Food Security: Evidence From Niger.” International Conference on Agricultural Economics, Milan, Italy.
  • Assiri, A. A., E. A. Kacou, F. A. Assi, K. S. Ekra, K. F. Dji, J. Y. Couloud, and A. R. Yapo. 2012. “Rentabilité économique des techniques de réhabilitation et replantation desvieux vergers de cacaoyers (Theobroma cacao L.) en Côte d’Ivoire.” Journal of Animal & Plant Sciences 14: 939–951.
  • Awotide, B. A., A. K. Aziz, and A. Diagne. 2016. “Agricultural Technology Adoption, Commercialization and Smallholder Rice Farmers’ Welfare in Rural Nigeria.” Agricultural and Food Economics 4 (3). doi: 10.1186/s40100-016-0047-8
  • Bateman, R. 2015. Pesticides use in Cocoa: A Guide for Training Administrative and Research Staff. London, UK: International Cocoa Organization.
  • Belderbos, R., M. Carree, B. Diederen, B. Lokshin, and R. Veugelers. 2004. “Heterogeneity in R&D Cooperation Strategies.” International Journal of Industrial Organization 22: 1237–1263. doi: 10.1016/j.ijindorg.2004.08.001
  • Beshir, H. 2014. “Factors Affecting the Adoption and Intensity of Use of Improved Forages in North East Highlands of Ethiopia.” American Journal of Experimental Agriculture 4 (1): 12–27. doi: 10.9734/AJEA/2014/5481
  • Bezu, S., G. T. Kassie, B. Shiferaw, and J. Ricker-Gilbert. 2014. “Impact of Improved Maize Adoption on Welfare of Farm Households in Malawi: A Panel Data Analysis.” World Development 59: 120–131. doi: 10.1016/j.worlddev.2014.01.023
  • Bless, C., and C. Higson-Smith. 2000. Fundamentals of Social Research Methods: An African Perspective. 3rd ed. Cape Town: Juta.
  • Chander, P., and S. M. Thangavelu. 2004. “Technology Adoption, Education and Immigra-Tion Policy.” Journal of Development Economics 75: 79–94. doi: 10.1016/j.jdeveco.2003.07.006
  • COCOBOD. 2012. “The mass cocoa spraying exercise – Ministry of Food and Agriculture.” Accessed 12 December 2016. http://mofa.gov.gh/site/?p=11249
  • COCOBOD. 2016. “https://cocobod.gh/weakly_purchase.php.”
  • Danso-Abbeam, G., D. E. Setsoafia, and I. G. K. Ansah. 2014. “Modeling Farmers Investment in Agrochemicals: The Expereience of Smallholder Cocoa Farmers in Ghana.” Research in Applied Economics 6 (4): 12–27. doi: 10.5296/rae.v6i4.5977
  • Denkyirah, E. K., E. D. Okoffo, D. T. Adu, A. A. Aziz, A. Ofori, and E. K. Denkyirah. 2016. “Modeling Ghanaian Cocoa Farmers’ Decision to use Pesticide and Frequency of Application: The Case of Brong-Ahafo Region.” SpringerPlus 5 (1113). doi: 10.1186/s40064-016-2779-z
  • Di Falco, S., and E. Bulte. 2013. “The Impact of Kinship Networks on the Adoption of Risk-Mitigating Strategies in Ethiopia.” World Development 43: 100–110. doi: 10.1016/j.worlddev.2012.10.011
  • Diiro, G. 2013. Impact of off-farm income on agricultural technology adoption intensity and productivity: Evidence from rural maize farmers in Uganda. In Uganda Support Programme, IFPRI Working Papers. Uganda: International Food Policy Research Institute.
  • Diiro, G. M., A. P. Ker, and A. G. Sam. 2015. “The Role of Gender in Fertiliser Adoption in Uganda.” African Journal of Agricultural and Resource Economics 10 (2): 117–130.
  • Dorfman, J. H. 1996. “Modelling Multiple Adoption Decisions in a Joint Framework.” American Journal of Agricultural Economics 78: 547–557. doi: 10.2307/1243273
  • Dormon, E. N. A., A. Van Huis, and C. Leeuwis. 2007. “Effectiveness and Profitability of Pest Management for Improving Yield on Small Holder Cocoa Farms in Ghana.” International Journal of Tropical Insect Science 27 (1): 27–39. doi: 10.1017/S1742758407727418
  • Doss, C. R. 2006. “Analyzing Technology Adoption Using Microstudies: Limitations, Challenges, and Opportunities for Improvement.” Agricultural Economics 34: 207–219. doi: 10.1111/j.1574-0864.2006.00119.x
  • Food and Agricultural Organization (FAO) 2005. Fertilizer use by crop in Ghana. Food and Agriculture Organization of the United Nations, Rome. Page 53.
  • Ghana Statistical Service (GSS) 2016. Revised 2015 Annual Gross Domestic Product, GSS, Accra, Ghana.
  • Ghana Statistical Service (GSS) 2014. Annual Gross Domestic Product Report. Statistics for Development and Progress. Accra, Ghana.
  • Global Agricultural Information Network (GAIN) 2012. USDA GAIN Report, Ghana Exporter Guide. GAIN report No. GH1202. http://goo.gl/lmrBSz
  • Goodfellow, M., N. Kiernan, F. Ahern, and M. A. Smyer. 1988. “Response Bias Using two-Stage Data Collection: A Study of Elderly Participants in a Program.” Evaluation Review 12 (6): 638–654. doi: 10.1177/0193841X8801200604
  • Greene, W. H. 2008. Econometric Analysis, 6th edn. Upper Saddle River, NJ: Pearson.
  • Gyinadu, A., J. E. A. Bakang, and C. K. Osei. 2015. “Determinants of Adoption of Yam Minisett Technology in Ghana: A Case Study of Yam Farmers in the Kintampo North District of Ghana.” Journal of Agricultural Economics, Extension and Rural Development 3 (7): 293–302.
  • Heckman, J. J. 1979. “The Common Structure of Statistical Models of Truncated, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models.” Annals of Economic and Social Measurement 5 (4): 475–495.
  • Helder, Z., M. Edward, and C. Ralph. 2005. Adoption of Improved Seed by Smallholder Farmers in Mozambique. Cornell: Department of Applied Economics and Management, Cornell University.
  • International Institute of Tropical Agriculture (IITA) 2009. The Productivity of Cocoa Systems in West Africa. Accra-Ghana. 7th regional executive committee meeting, October 25th – 28th, 2009, Accra, Ghana.
  • Kasem, S., and G. B. Thapa. 2011. “Crop Diversification in Thailand: Status, Deter-Minants, and Effects on Income and Use of Inputs.” Land Use Policy 28: 618–628. doi: 10.1016/j.landusepol.2010.12.001
  • Kassie, M., M. Jaleta, B. Shiferaw, F. Mmbando, and M. Mekuria. 2013. “Adoption of Interrelated Sustainable Agricultural Practices in Smallholder Systems: Evidence From Rural Tanzania.” Technological Forecasting and Social Change 80 (3): 525–540. doi: 10.1016/j.techfore.2012.08.007
  • Kassie, M., H. Teklewold, M. Jaleta, P. Marenya, and O. Erenstein. 2015. “Understanding the Adoption of a Portfolio of Sustainable Intensification Practices in Eastern and Southern Africa.” Land Use Policy 42: 400–411. doi: 10.1016/j.landusepol.2014.08.016
  • Kassie, M., P. Zikhali, K. Manjur, and E. Edward. 2009. “Adoption of Sustainable Agriculture Practices: Evidence From a Semi-Arid Region of Ethiopia.” Natural Resources Forum 33: 189–198. doi: 10.1111/j.1477-8947.2009.01224.x
  • Khanna, M. 2001. “Sequential Adoption of Site-Specific Technologies and its Implications for Nitrogen Productivity: A Double Selectivity Model.” American Journal of Agricultural Economics 83: 35–51. doi: 10.1111/0002-9092.00135
  • Maddala, G. S. 1983. Limited Dependent and Qualitative Variables in Econometrics. London: Cambridge University Press.
  • Mmbando, F. E., and L. J. S. Baiyegunhi. 2016. “Socio-Economic and Institutional Factors Influencing Adoption of Improved Maize Varieties in Hai District, Tanzania.” Journal of Human Ecology 53 (1): 49–56.
  • Mpika, J., I. B. Kebe, and K. F. N’Guessan. 2011. O Grillo (Ed.), Biodiversity Loss in a Changing Planet, Isolation and Identification of Indigenousmicroorganisms of Cocoa Farms in Côte d’Ivoire and Assessment of Theirantagonistic Effects vis-à-vis Phytophthora Palmivora, the Causal Agent of Black Pod Disease. Rijeka, Croatia: INTECH.
  • Mulwa, C., P. Marenya, D. B. Rahut, and M. Kassie. 2017. “Response to Climate Risks Among Smallholder Farmers in Malawi: A Multivariate Probit Assessment of the Role of Information, Household Demographics, and Farm Characteristics.” Climate Risk Management 16: 208–221. doi: 10.1016/j.crm.2017.01.002
  • Nasir, M. 2014. “Determinants of Off Farm Employment: Case of Abeshge Woreda, Guraga Zone, SNNPRS, Ethiopia.” Developing Country Studies 4 (7): 39–51.
  • Nkamleu, G. B., Y. Keho, S. David, and J. Gockowski. 2007. “Investing in Agrochemicals in the Cocoa Sector of Côte d’Ivoire: Hypotheses, Evidence and Policy Implications.” African Journal of Agricultural and Resource Economics 1 (2): 145–166.
  • Nunoo, I., N. B. Frimpong, and K. F. Frimpong. 2014. “Fertilizer use among Cocoa Farmers in Ghana: The Case of Sefwi Wiaso District.” International Journal of Environment 3 (1): 22–31. doi: 10.3126/ije.v3i1.9939
  • Ogada, M. J., G. Mwabu, and D. Muchai. 2014. “Farm Technology Adoption in Kenya: A Simultaneous Estimation of Inorganic Fertilizer and Improved Maize Variety Adoption Decisions.” Agricultural and Food Economics 2 (12). doi: 10.1186/s4010-014-0012-3
  • Onumadu, F. N., and E. E. Osahon. 2014. “Socio-Economic Determinants of Adoption of Improved Rice Technologies by Farmers in Ayamelum Local Government Area of Anambra State, Nigeria.” International Journal of Scientific and Technology Research 3 (1): 308–314.
  • Opoku, I. Y., A. A. Appiah, Y. Akrofi, and G. K. Owusu. 2000. “Pythopthora Megakarya: A Potential Threat to the Cocoa Industry in Ghana.” Ghana Journal of Agricultural Science 33: 237–248. doi: 10.4314/gjas.v33i2.1876
  • Ouma, J. O., and H. De Groote. 2011. “Determinants of Improved Maize Seed and Fertilizer Adoption in Kenya.” Journal of Development and Agricultural Economics 3 (11): 529–536.
  • Owusu-Manu, E. 2001. “Frequency and Timing of Insecticide Application to Control Cocoa Mirids.” Ghana Journal of Agricultural Science 34: 71–76. doi: 10.4314/gjas.v34i1.1831
  • Padi, B., J. B. Ackonor, I. Y. Opoku, D. Hall, D. Farman, O. G. Downham, S. Lower, et al. 2001. “Recent Advances in the Development of Integrated Pest Management Strategy for the Control of Cocoa Mirids and Mealybug Vectors of the Cocoa Swollen Shoot Virus Disease in Ghana.” Proceedings of INCOPED 3rd International Cocoa Pests and Diseases Seminar, Malaysia.
  • Padi, B., and G. K. Owusu. 2003. Towards an Integrated Pest Management for Sustainablecocoa Production in Ghana. Washington: Smithsonian Institute.
  • Ransom, J. K., K. Paudyal, and K. Adhikari. 2003. “Adoption of Improved Maize Varieties in the Hills of Nepal.” Agricultural Economics 29 (1): 299–305. doi: 10.1111/j.1574-0862.2003.tb00166.x
  • Ruff, F., and S. Bini. 2012. “ Cocoa and Fertilizers in West-Africa.” CIRAD, UMR Inovation.
  • Shashi, K. and V. Marcella. 2011. Cocoa in Ghana: Shaping the Success of an Economy. In Yes, African Can: Success Stories From a Dynamic Continent. Washington, D.C., USA. World Bank.
  • Simtowe, F., S. Asfaw, and T. Abate. 2016. “Determinants of Agricultural Technology Adoption Under Partial Population Awareness: The Case of Pigeonpea in Malawi.” Agricultural and Food Economics 4 (7). doi 10.1186/s40100-016-0051-z
  • Sisay, D., H. Jema, G. Degye, and E. Abdi-Khalil. 2015. “Speed of Improved Maize Seed Adoption by Smallholder Farmers in Southwestern Ethiopia: Analysis Using the Count Data Models.” Journal of Agricultural Economics, Extension and Rural Development 3 (5): 276–282.
  • Teklewold, H., M. Kassie, and B. Shiferaw. 2013. “Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia.” Journal of Agricultural Economics 64 (3): 597–623. doi: 10.1111/1477-9552.12011
  • Tobin, J. 1958. “Estimation of Relationships for Limited Dependent Variables” Econometrica (The Econometric Society) 26(1): 24–36. doi: 10.2307/1907382
  • Wessel, M. and Quist-Wessel, P.M.F 2015. “Cocoa Production in West Africa, A Review and Analysis of Recent Developments”, Wageningen Journal of Life Sciences 74–75:1–7. doi: 10.1016/j.njas.2015.09.001
  • Wiredu, A. N., M. Zeller, and A. Diagne. 2015. “What Determines Adoption of Fertilizers Among Rice-Producing Households in Northern Ghana?” Quarterly Journal of International Agriculture 54 (3): 263–283.
  • Wooldridge, J. M. 2003. Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press.
  • World Trade Organization (WTO) 2014. Trade Policy Review Body, Ghana. Policy document Number: WT/TPR/S/298. http://www.wto.org/english/tratop_e/tpr_e/s298_e.pdf.
  • Wu, J. J., and B. A. Babcock. 1998. “The Choice of Tillage, Rotation, and Soil Testing Practices: Economic and Environmental Implications.” American Journal of Agricultural Economics 80: 494–511. doi: 10.2307/1244552
  • Yu, L., T. Hurley, J. Kliebenstein, and P. Orazen. 2008. Testing for Complementarity and Substitutability Among Multiple Technologies: The Case of U.S. Hog Farms. In Working Paper. Iowa, US: Ames IA: Iowa State University.
  • Zerai, B., Z. Gebreegziabher, and N. Chisholm. 2010. “Effect of Nonfarm Income on Households Food Security in Eastern Tigrai, Ethiopia.” Proceeding of the 7th International Conference on the Ethiopian Economy, Ethiopia.

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