- Abdul‐Hanan, A., & Anang, B. T. (2018). Factors influencing participation of cocoa farmers in the government spraying programme in Ghana. Asian Journal of Agricultural Extension, Economics & Sociology, 22(2), 1–9. https://doi.org/10.9734/AJAEES/2018/38842.
Paper not yet in RePEc: Add citation now
Abdulai, A. N., & Huffman, W. (2016). Impact of conservation agriculture technology on household welfare in Zambia. Agricultural Economics, 47(6), 729–741.
Addai, K. N., Ng'ombe, J. N., & Temoso, O. (2022). Food poverty, vulnerability, and food consumption inequality among smallholder households in Ghana: A gender‐based perspective. Social Indicators Research, 163(2), 661–689.
Addai, K. N., Temoso, O., & Ng'ombe, J. N. (2021). Participation in farmer organizations and adoption of farming technologies among rice farmers in Ghana. International Journal of Social Economics, 49, 529–545. https://doi.org/10.1108/IJSE-06-2021-0337.
- Adebayo, S. T., Oyawole, F. P., Sanusi, R. A., & Afolami, C. A. (2021). Technology adoption among cocoa farmers in Nigeria: What drives farmers' decisions? Forests, Trees and Livelihoods, 31, 1–12. https://doi.org/10.1080/14728028.2021.2011789.
Paper not yet in RePEc: Add citation now
- Adu, M. O., Yawson, D. O., Armah, F. A., Abano, E. E., & Quansah, R. (2018). Systematic review of agricultural interventions on food security in northern in Ghana. PLoS One, 13(9), e0203605. https://doi.org/10.1371/journal.pone.0203605.
Paper not yet in RePEc: Add citation now
- Agyemang, K., Boakye‐Yiadom, L., & Dankwa, O. (2020). Determinants of adoption of improved cocoa technologies among farmers in Ghana: A Tobit regression approach. Journal of Agriculture and Rural Development in the Tropics and Subtropics, 121(1), 33–45.
Paper not yet in RePEc: Add citation now
- Aidoo, R., & Fromm, I. (2015). Willingness to adopt certifications and sustainable production methods among small‐scale cocoa farmers in the Ashanti Region of Ghana. Journal of Sustainable Development, 8(1), 33–43. https://doi.org/10.5539/jsd.v8n1p33.
Paper not yet in RePEc: Add citation now
- Ali, B. E., Awuni, J. A., & Danso‐Abbeam, G. (2018). Determinants of fertilizer adoption among smallholder cocoa farmers in the Western Region of Ghana. Cogent Food & Agriculture, 4, 1538589. https://doi.org/10.1080/23311932.2018.1538589.
Paper not yet in RePEc: Add citation now
Amber, H., & Chichaibelu, B. B. (2023). Narrowing the gender digital divide in Pakistan: Mobile phone ownership and female labor force participation. Review of Development Economics, 1–29. https://doi.org/10.1111/rode.12994.
- Anang, B. T. (2016). A probit analysis of the determinants of fertilizer adoption by cocoa farmers in Ghana. Asian Journal of Agricultural Extension, Economics and Sociology, 8(1), 1–8. https://doi.org/10.9734/ajaees/2016/21540.
Paper not yet in RePEc: Add citation now
- Anang, B. T., & Amikuzuno, J. (2015). Factors influencing pesticide use in smallholder rice production in Northern Ghana. Agriculture, Forestry and Fisheries, 4(2), 77–82. https://doi.org/10.11648/j.aff.20150402.19.
Paper not yet in RePEc: Add citation now
- Anderman, T. L., Remans, R., Wood, S. A., DeRosa, K., & DeFries, R. (2014). Synergies and tradeoffs between cash crop production and food security: A case study in rural Ghana. Springer Science +Business Media Dordrecht and International Society for Plant Pathology.
Paper not yet in RePEc: Add citation now
- Aneani, F., Anchirinah, V. M., Owusu‐Ansah, F., & Asamoah, M. (2012). Adoption of some cocoa production technologies by cocoa farmers in Ghana. Sustainable Agriculture Research, 1(1), 103–117. https://doi.org/10.5539/sar.v1n1p103.
Paper not yet in RePEc: Add citation now
- Angrist, J. D., Imbens, G. W., & Rubin, D. B. (1996). Identification of causal effects using instrumental variables. Journal of the American Statistical Association, 91(434), 444–455.
Paper not yet in RePEc: Add citation now
- Aryal, J. P., Farnworth, C. R., Khurana, R., Ray, S., Sapkota, T. B., & Rahut, D. B. (2020). Does women's participation in agricultural technology adoption decisions affect the adoption of climate‐smart agriculture? Insights from Indo‐Gangetic Plains of India. Review of Development Economics, 24(3), 973–990.
Paper not yet in RePEc: Add citation now
- Asante, B. O., Koomson, I., Villano, R. A., & Wiredu, A. N. (2021). Adoption of integrated crop‐livestock management practices (ICLMPs) among men and women smallholder farmers in Ghana. Gender, Technology and Development, 25(2), 163–192.
Paper not yet in RePEc: Add citation now
Asfaw, S., Shiferaw, B., Simtowe, F., & Lipper, L. (2012). Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia. Food Policy, 37(3), 283–295. https://doi.org/10.1016/j.foodpol.2012.02.013.
- Attipoe, S. G., Jianmin, C., Opoku‐Kwanowaa, Y., & Ohene‐Sefa, F. (2020). The determinants of technical efficiency of cocoa production in Ghana: An analysis of the role of rural and community banks. Sustainable Production and Consumption, 23, 11–20.
Paper not yet in RePEc: Add citation now
- Ayodele, O. V., Oduntan, O., & Okuraye, E. A. (2019). Adoption of some improved technologies among cocoa farmers in Ifedore Local Government Area of Ondo State. Nigeria. Journal of Sustainable Technology, 10(2), 1–9.
Paper not yet in RePEc: Add citation now
Bellemare, M. F., & Novak, L. (2017). Contract farming and food security. American Journal of Agricultural Economics, 99(2), 357–378.
- Bodna'r, F., de Piters, B., Kranen, J., Jorritsma, H., Smaling, E., & Bindraban, P. (2011). Improving food security: A systematic review of the impact of interventions in agricultural production, value chains, market regulation, and land security. In Policy and Operations Evaluation Department (IOB) Study no. 363. Ministry of Foreign Affairs.
Paper not yet in RePEc: Add citation now
Bourguignon, F., Fournier, M., & Gurgand, M. (2007). Selection bias corrections based on the multinomial logit model: Monte Carlo comparisons. Journal of Economic Surveys, 21, 174–205. https://doi.org/10.1111/j.1467-6419.2007.00503.x.
- Coates, J., Swindale, A., & Bilinsky, P. (2007, August). Household Food Insecurity Access Scale (HFIAS) for measurement of food access: Indicator guide VERSION 3. Food and Nutrition Technical Assistance Project, Academy for Educational Development.
Paper not yet in RePEc: Add citation now
- Cocobod. (2020). Cocoa hand pollination: Impact, challenges & prospects. Accessed on February, 2022. https://thebftonline.com/2020/12/21/cocoa-hand-pollination-impact-challenges-prospects/.
Paper not yet in RePEc: Add citation now
- Danso‐Abbeam, G., & Baiyegunhi, L. J. S. (2017). Adoption of agrochemical management practices among smallholder cocoa farmers in Ghana. African Journal of Science, Technology, Innovation and Development, 9(6), 717–728. https://doi.org/10.1080/20421338.2017.1380358.
Paper not yet in RePEc: Add citation now
- Danso‐Abbeam, G., & Baiyegunhi, L. J. S. (2018). Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana. Technology in Society, 54, 10–19. https://doi.org/10.1016/j.techsoc.2018.01.011.
Paper not yet in RePEc: Add citation now
- Danso‐Abbeam, G., Addai, K. N., & Ehiakpor, D. (2014). Willingness to pay for farm insurance by smallholder cocoa farmers in Ghana. Journal of Social Science for Policy Implications, 2(1), 163–183. http://jsspi.com/journals/jsspi/Vol_2_No_1_March_2014/10.pdf.
Paper not yet in RePEc: Add citation now
- De Janvry, A., & Sadoulet, E. (2001). World poverty and the role of agricultural technology. Directs and indirect effects. Journal of Development Studies, 38(4), 1–26.
Paper not yet in RePEc: Add citation now
Di Falco, S., & Veronesi, M. (2014). Managing environmental risk in presence of climate change: The role of adaptation in the Nile basin of Ethiopia. Environmental and Resource Economics, 57, 553–577.
Di Falco, S., Veronesi, M., & Yesuf, M. (2011). Does adaptation to climate change provide food security? A micro‐perspective from Ethiopia. American Journal of Agricultural Economics, 93, 825–842. https://doi.org/10.1093/ajae/aar006.
Ding, Z., & Abdulai, A. (2020). An analysis of the factors influencing choice of microcredit sources and impact of participation on household income. Journal of International Development, 32, 505–525. https://doi.org/10.1002/jid.3466.
- Dompreh, E. B., Asare, R., & Gasparatos, A. (2021). Do voluntary certification standards improve yields and wellbeing? Evidence from oil palmand cocoa smallholders in Ghana. International Journal of Agricultural Sustainability, 19(1), 16–39. https://doi.org/10.1080/14735903.2020.1807893.
Paper not yet in RePEc: Add citation now
Dubin, J. A., & McFadden, D. L. (1984). An econometric analysis of residential electric appliance holdings and consumption. Econometrica, 52, 345. https://doi.org/10.2307/1911493.
Gebremariam, G., & Tesfaye, W. (2018). The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia. Food Policy, 74, 154–161. https://doi.org/10.1016/j.foodpol.2017.12.010.
- Ghana Cocoa Board (COCOBOD). (2012). The mass cocoa spraying exercise. Ministry of Food and Agriculture. http://mofa.gov.gh/site/?p=11249.
Paper not yet in RePEc: Add citation now
- Ghana Cocoa Board (COCOBOD). (2020). Cocoa hand pollination: Impact, challenges & prospects. https://thebftonline.com/2020/12/21/cocoa-hand-pollination-impact-challenges-prospects/.
Paper not yet in RePEc: Add citation now
- Ghana Statistical Service. (2021). Ghana 2021 population and housing census general report: Age and sex profile. https://www.census2021statsghana.govgh/gssmain/fleUpload/reportthemelist/2021%20PHC%20General%20Report%20Vol%203B_Age%20and%20Sex%20Profle_181121bpdf. 2021; 3B.
Paper not yet in RePEc: Add citation now
- Gonza'lez, M., Maffioli, A., Salazar, L., & Winters, P. (2010). Assessing the effectiveness of agricultural interventions. In SPD Working Papers 1001. Inter‐American Development Bank, Office of Strategic Planning and Development Effectiveness (SPD). https://ideas.repec.org/p/idb/spdwps/1001.
Paper not yet in RePEc: Add citation now
- Greene, W. H. (2003). Econometric analysis. Pearson Education India.
Paper not yet in RePEc: Add citation now
- Institute of Statistical, Social and Economic Research (ISSER). (2020). The state of Ghanaian economy in 2020. https://isser.ug.edu.gh/latest-news/state-ghanaian-economy-report-2020-covid-19-impact-reports-launched.
Paper not yet in RePEc: Add citation now
- Kassie, M., Teklewold, H., Jaleta, M., Marenya, P., & Erenstein, O. (2015). Understanding the adoption of a portfolio of sustainable intensification practices in eastern and Southern Africa. Land Use Policy, 42, 400–411. https://doi.org/10.1016/J.LANDUSEPOL.2014.08.016.
Paper not yet in RePEc: Add citation now
Khonje, M. G., Manda, J., Mkandawire, P., Tufa, A. H., & Alene, A. D. (2018). Adoption and welfare impact of multiple agricultural technologies: Evidence from eastern Zambia. Agricultural Economics, 49(5), 599–609. https://doi.org/10.1111/agec.12445.
Kiwanuka‐Lubinda, R. N., Ng'ombe, J. N., & Machethe, C. (2021). Impacts of interlocked contractual arrangements on dairy farmers' welfare in Zambia: A robust Bayesian instrumental variable analysis. Agrekon, 60, 10–30. https://doi.org/10.1080/03031853.2021.1875854.
- Knueppel, D., Demment, M., & Kaiser, L. (2009). Validation of the household food insecurity access scale in rural Tanzania. Public Health Nutrition, 13, 360–367. https://doi.org/10.1017/s1368980009991121.
Paper not yet in RePEc: Add citation now
- Linden, A., Uysal, S. D., Ryan, A., & Adams, J. L. (2016). Estimating causal effects for multivalued treatments: A comparison of approaches. Statistics in Medicine, 35, 534–552. https://doi.org/10.1002/sim.6768.
Paper not yet in RePEc: Add citation now
Lokshin, M., & Glinskaya, E. (2009). The effect of male migration on employment patterns of women in Nepal. World Bank Economic Review, 23, 481–507. https://doi.org/10.1093/wber/lhp011.
Lu, W., Addai, K. A., & Ng'ombe, J. N. (2021). Does the use of multiple agricultural technologies affect household welfare? Evidence from Northern Ghana. Agrekon, 60, 370–387. https://doi.org/10.1080/03031853.2021.1992290.
- Ma, W., & Abdulai, A. (2016). Does cooperative membership improve household welfare? Evidence from apple farmers in China. Food Policy, 58, 94–102. https://linkinghub.elsevier.com/retrieve/pii/S0306919215001396.
Paper not yet in RePEc: Add citation now
Ma, W., & Wang, X. (2020). Internet use, sustainable agricultural practices and rural incomes: Evidence from China. Australian Journal of Agricultural and Resource Economics, 64, 1087–1112. https://doi.org/10.1111/1467-8489.12390.
Ma, W., Abdulai, A., & Ma, C. (2018). The effects of off‐farm work on fertilizer and pesticide expenditures in China. Review of Development Economics, 22(2), 573–591.
- Ma, W., Grafton, R. Q., & Renwick, A. (2018). Smartphone use and income growth in rural China: Empirical results and policy implications. Electronic Commerce Research, 20, 713–736. https://doi.org/10.1007/s10660-018-9323-x.
Paper not yet in RePEc: Add citation now
- Ma, W., Nie, P., Zhang, P., & Renwick, A. (2020). Impact of Internet use on economic well‐being of rural households: Evidence from China. Review of Development Economics, 24, 503–523. https://doi.org/10.1111/rode.12645.
Paper not yet in RePEc: Add citation now
- Ma, W., Qiu, H., & Rahut, D. B. (2022). Rural development in the digital age: Does information and communication technology adoption contribute to credit access and income growth in rural China? Review of Development Economics, 1–24. https://doi.org/10.1111/rode.12943.
Paper not yet in RePEc: Add citation now
Ma, W., Renwick, A., & Greig, B. (2019). Modelling the heterogeneous effects of stocking rate on dairy production: An application of unconditional quantile regression with fixed effects. Applied Economics, 51(43), 4769–4780. https://doi.org/10.1080/00036846.2019.1602710.
- Manda, J., Azzarri, C., Feleke, S., Kotu, B., Claessens, L., & Bekunda, M. (2021). Welfare impacts of smallholder farmers' participation in multiple output markets: Empirical evidence from Tanzania. PLoS One, 16, e0250848. https://doi.org/10.1371/journal.pone.0250848.
Paper not yet in RePEc: Add citation now
Mansur, E. T., Mendelsohn, R., & Morrison, W. (2008). Climate change adaptation: A study of fuel choice and consumption in the US energy sector. Journal of Environmental Economics and Management, 55, 175–193. https://doi.org/10.1016/j.jeem.2007.10.001.
- Mellon‐Bedi, S., Descheemaeker, K., Hundie‐Kotu, B., Frimpong, S., & Groot, J. C. J. (2020). Motivational factors influencing farming practices in northern Ghana. NJAS – Wageningen Journal of Life Sciences, 92, 100326. https://doi.org/10.1016/j.njas.2020.100326.
Paper not yet in RePEc: Add citation now
Mkondiwa, M. (2023). Is wealth found in the soil or in the brain? Investing in farm people in Malawi. Review of Development Economics, 27(1), 134–157. https://doi.org/10.1111/rode.12946.
- Mumin, Y. A., Abdulai, A., & Goetz, R. (2022). The role of social networks in the adoption of competing new technologies in Ghana. Journal of Agricultural Economics, 74, 1–24. https://doi.org/10.1111/1477-9552.12517.
Paper not yet in RePEc: Add citation now
- Mutenje, M., Kankwamba, H., Mangisonib, J., & Kassie, M. (2016). Agricultural innovations and food security in Malawi: Gender dynamics, institutions and market implications. Technological Forecasting and Social Change, 103, 240–248. https://doi.org/10.1016/j.techfore.2015.10.004.
Paper not yet in RePEc: Add citation now
Ng'ombe, J. N., Kalinda, T. H., & Tembo, G. (2017). Does adoption of conservation farming practices result in increased crop revenue? Evidence from Zambia. Agrekon, 56, 205–221. https://doi.org/10.1080/03031853.2017.1312467.
Nguyen‐Van, P., Poiraud, C., & To‐The, N. (2017). Modeling farmers' decisions on tea varieties in Vietnam: A multinomial logit analysis. Agricultural Economics (United Kingdom), 48, 291–299. https://doi.org/10.1111/agec.12334.
Nguyen, T. T., Nguyen, T. T., & Grote, U. (2023). Internet use and agricultural productivity in rural Vietnam. Review of Development Economics, 1–18. https://doi.org/10.1111/rode.12990.
Nnaji, A., Ratna, N., Renwick, A., & Ma, W. (2023). Risk perception, farmer− herder conflicts and production decisions: evidence from Nigeria. European Review of Agricultural Economics, 50(2), 683–716.
- Nonvide, G. M. A. (2021). Adoption of agricultural technologies among rice farmers in Benin. Review of Development Economics, 25(4), 2372–2390.
Paper not yet in RePEc: Add citation now
- Obeng‐Ofori, D., Asare, R., Afari‐Sefa, V., & Sakyi‐Dawson, O. (2021). Determinants of adoption of improved cocoa technologies in Ghana. Journal of Agribusiness in Developing and Emerging Economies, 11(4), 531–547.
Paper not yet in RePEc: Add citation now
- Odoemenam, S. E., Ifenkwe, G. E., & Nwaobiala, C. U. (2020). Effect of adoption of cocoa technologies among participants and non‐participants of farmers field school in Abia State, Nigeria. Journal of Community & Communication Research, 5(1), 160–167.
Paper not yet in RePEc: Add citation now
- Shafiwu, A. B., Donkoh, S. A., & Abdulai, A. M. (2022). The welfare impact of improved seed variety adoption in Ghana. Journal of Agriculture and Food Research, 10, 100347. https://doi.org/10.1016/j.jafr.2022.100347.
Paper not yet in RePEc: Add citation now
Sheahan, M., & Barrett, C. B. (2017). Ten striking facts about agricultural input use in Sub‐Saharan Africa. Food Policy, 67, 12–25.
- Simtowe, F., Asfaw, S., & Abate, T. (2016). Determinants of agricultural technology adoption under partial population awareness: The case of pigeonpea in Malawi. Agricultural and Food Economics, 4(1), 1–21. https://doi.org/10.1186/s40100-016-0051-z.
Paper not yet in RePEc: Add citation now
- Statista. (2022). Cocoa bean production worldwide 2019/20–2021/22, by country. https://www.statista.com/statistics/263855/cocoa-bean-production-worldwide-by-region/.
Paper not yet in RePEc: Add citation now
Teklewold, H., Kassie, M., Shiferaw, B., & Köhlin, G. (2013). Cropping system diversification, conservation tillage and modern seed adoption in Ethiopia: Impacts on household income, agrochemical use and demand for labor. Ecological Economics, 93, 85–93. https://doi.org/10.1016/j.ecolecon.2013.05.002.
- Tibamanya, F. Y., Henningsen, A., & Milanzi, M. A. (2022). Drivers of and barriers to adoption of improved sunflower varieties amongst smallholder farmers in Singida, Tanzania: A double‐hurdle approach. Q Open, 2(1), qoac008. https://doi.org/10.1093/qopen/qoac008.
Paper not yet in RePEc: Add citation now
- United Nations (UN). (2021). Progress towards the sustainable development goals. Report of the Secretary‐General, Economic and Social Council. E/2021/58. https://unstats.un.org/sdgs/report/2019/goal-01/#.
Paper not yet in RePEc: Add citation now
Wainaina, P., Tongruksawattana, S., & Qaim, M. (2018). Synergies between different types of agricultural technologies in the Kenyan small farm sector. Journal of Development Studies, 54, 1974–1990. https://doi.org/10.1080/00220388.2017.1342818.
- Wiredu, A. N., Mensah‐Bonsu, A., Andah, E. K., & Fosu, K. Y. (2011). Hybrid cocoa and land productivity of cocoa farmers in Ashanti Region of Ghana. World Journal AgriculturalSciences, 7(2), 172–178. https://www.idosi.org/wjas/wjas7(2)/11.pdf.
Paper not yet in RePEc: Add citation now
Wooldridge, J. M. (2010). Econometric analysis of cross section and panel data. MIT Press.
- World Cocoa Foundation (WCF). (2014). World cocoa foundation market update report. www.worldcocoafoundation.org/wp-content/uploads/Cocoa-Market-Update.pdf.
Paper not yet in RePEc: Add citation now
Wossen, T., Alene, A., Abdoulaye, T., Feleke, S., & Manyong, V. (2019). Agricultural technology adoption and household welfare: Measurement and evidence. Food Policy, 87, 101742. https://doi.org/10.1016/j.foodpol.2019.101742.
Wu, J., & Babcock, B. A. (1999). The relative efficiency of voluntary vs. mandatory environmental regulations. Journal of Environmental Economics and Management, 38, 158–175.
- Zeweld, W., Hidgot, A., & Hailu, G. (2017). Adoption of irrigation and its consequences on household income in The Northern Ethiopia. Ethiopian Journal of Environmental Studies and Management, 10(5), 654–667. https://doi.org/10.4314/ejesm.v10i5.9.
Paper not yet in RePEc: Add citation now