References
- Aakvik, A. (2001). Bounding a matching estimator: The case of a Norwegian training program. Oxford Bulletin of Economics and Statistics, 63(1), 115–20. https://doi.org/10.1111/1468-0084.00211
- Altech. (2018). 7th Annual Alltech Global Feed Survey 2018. Alltech Global Feed Survey. Retrieved November 3, 2021 from https://www.alltech.com/press-release/2018-alltech-global-feed-survey-estimates-world-feed-production-excess-1-billion.
- Auma, J., Omondi, I., Githinji, J., Rao, E. J., Lukuyu, B., & Baltenweck, I. (2018). USAID- Kenya crops and dairy market systems activity: Feed and fodder value chain assessment. Nairobi. https://cgspace.cgiar.org/bitstream/handle/10568/100637/feed_fodder.pdf?sequence=3
- Bahta, S. T., & Bauer, S. (2007). Analysis of the determinants of market participation within the South African small-scale livestock sector. Tropentag Paper, Tropentag, October, 9–11.
- Baudron, F., Misiko, M., Getnet, B., Nazare, R., Sariah, J., & Kaumbutho, P. (2019). A farm-level assessment of labor and mechanization in Eastern and Southern Africa. Agronomy for Sustainable Development, 39(2), 1–13. https://doi.org/10.1007/s13593-019-0563-5
- Becker, S. O., & Caliendo, M. (2007). Sensitivity analysis for average treatment effects. The Stata Journal, 7(1), 71–83. https://doi.org/10.1177/1536867X0700700104
- Bii, K. (2017). Evaluation of Factors Influencing Smallholder Dairy Farmers’ Decision to Deliver Milk to Cooling Plants in Sotik Sub-County, Kenya, [ MSc. Thesis], Egerton University, .
- Bryson, A., Dorsett, R., & Purdon, S. (2002). The uses of propensity matching in the evaluation of active labour market policies. Working Paper No.4, Department for Work and Pensions. https://eprints.lse.ac.uk/4993/1/The_use_of_propensity_score_matching_in_the_evaluation_of_active_labour_market_policies.pdf
- CIDP. (2023). Homa Bay County Integrated Development Plan 2023-2027. https://repository.kippra.or.ke/handle/123456789/4354
- CNFA, C. N. (2013). Fodder fortification improves lives for farmers and livestock keepers in kenya’s tana river county. Retrieved 2021, from CNFA. http://www.cnfa.org/resource/fodder-fortification-improves-lives-for-farmers-andlivestock-keepers-in-kenyas-tana-river-county.
- Cochran, W. G. (1963). Sampling Technique (2nd ed.). John Wiley and Sons Inc.
- Davies, S. J., & Gouveia, A. (2010). Response of common carp fry fed diets containing a pea seed meal (Pisum sativum) subjected to different thermal processing methods. Aquaculture, 305(1–4), 117–123. https://doi.org/10.1016/j.aquaculture.2010.04.021
- Gebremedhin, B., Hoekstra, D., Tegegne, A., Shiferaw, K., & Bogale, A. (2015). Factors determining household market participation in small ruminant production in the highlands of Ethiopia. LIVES Working Paper 2. https://hdl.handle.net/10568/65204
- Heckman, J., Ichimura, H., & Todd, P. (1997). Matching as an econometric evaluation estimator: Evidence from evaluating a Job training programme. The Review of Economic Studies, 64(4), 605–654. https://doi.org/10.2307/2971733
- Joshua, O. O., & Augustine, O. (2018). Review of challenges and opportunities for dairy cattle farming under a mixed system of Homa Bay County, Western Kenya. Journal of Agricultural Extension & Rural Development, 10(10), 202–210. https://doi.org/10.5897/JAERD2018.0987
- Khan, Z. R., Midega, C. A. O., Nyang’au, I. M., Murage, A., Pittchar, J., Agutu, L. O., Amudavi, D. M., &Pickett, J.A. (2014). Farmers’ knowledge and perceptions of the stunting disease of Napier grass in Western Kenya. Plant Pathology, 63(6), 1426–1435. https://doi.org/10.1111/ppa.12215
- Kilelu, C. W., Koge, J., Kabuga, C., & Lee, J. (2018). Performance of emerging dairy services agri-enterprises a case study of youth-led service provider enterprises (SPE). https://library.wur.nl/WebQuery/wurpubs/fulltext/446466
- Komarek, A. (2010). The determinants of banana market commercialization in Western Uganda. African Journal of Agricultural Research, 5(9), 775–784.
- Kothari, C. R. (2004). Research methodology: Methods and techniques. New Age International. http://eprints.itn.ac.id/id/eprint/13616
- Lugusa, K. O. (2015). Fodder production as an Adaptation Strategy in the Drylands: A case study of Producer groups in Baringo County, Kenya. https://www.researchgate.net/profile/Klerkson-Lugusa/publication/286934640_Fodder_Production_as_an_Adaptation_Strategy_in_the_Drylands_A_Case_Study_of_Producer_Groups_in_Baringo_County_Kenya/links/5671488208ae2b1f87aee224/Fodder-Production-as-an-Adaptation-Strategy-in-the-Drylands-A-Case-Study-of-Producer-Groups-in-Baringo-County-Kenya.pdf
- Maina, K., Ritho, C. N., Lukuyu, B. A., & Rao, E. J. (2020). Socio-economic determinants and impact of adopting climate-smart Brachiaria grass among dairy farmers in Eastern and Western regions of Kenya. Heliyon, 6(6), e04335. https://doi.org/10.1016/j.heliyon.2020.e04335
- Makau, D. N., VanLeeuwen, J. A., Gitau, G. K., McKenna, S. L., Walton, C., Muraya, J., & Wichtel, J. J. (2020). Effects of Calliandra and Sesbania on daily milk production in dairy cows on commercial smallholder farms in Kenya. Veterinary Medicine International, 2020. https://doi.org/10.1155/2020/3262370
- Mantel, N., & Haenszel, W. (1959). Statistical aspects of the analysis of data from retrospective studies of disease. Journal of the National Cancer Institute, 22(4), 719–748. https://doi.org/10.1093/jnci/22.4.719
- Mawa, L. I., Kavoi, M. M., Baltenweck, I., & Poole, J.(2014). Profit efficiency of dairy farmers in Kenya: An application to smallholder farmers in Rift Valley and Central Province. Journal of Development and Agricultural Economics, 6(11), 455–465. https://doi.org/10.5897/JDAE2014.0561
- Meyerhoff, E. (2012). Pasture Development for land rehabilitation in Baringo: Retrieved May 05, 2022 http://www.agriculturesnetwork.org/magazines/east-africa/desertification/pasturedevelopment-for-land-rehabilitation-in-baringo.
- MoALF. (2016). Climate risk profile for Homa Bay County. In Kenya county climate risk profile series. The Ministry of Agriculture, livestock and fisheries (MoALF). Nairobi. https://hdl.handle.net/10568/80450
- MoALF. (2017). Repositioning the fodder value chain for sustainable livestock production in Kenya. https://icpald.org/wp-content/uploads/2018/05/Fodder-Conference-Report-16012018-Kenya.pdf
- Musalia, L. M., Odilla, G. A., Nderi, O. M., & Muleke, V. (2016). Current status of fodder production, conservation and marketing in the arid and semi-arid lands of Tharaka Nithi County, Kenya. African Journal of Agricultural Research, 11(26), 2337–2347. https://doi.org/10.5897/AJAR2016.11162
- Mutimura, M., Ebong, C., Rao, I. M., & Nsahlai, I. V.(2018). Effects of supplementation of brachiaria brizantha cv. Piatá and Napier grass with desmodium distortum on feed intake, digesta kinetics and milk production in crossbred dairy cows. Animal Nutrition, 4(2), 222–227. https://doi.org/10.1016/j.aninu.2018.01.006
- Mutimura, M., Ebong, C., Rao, I. M., & Nsahlai, I. V.(2018). Effects of supplementation of brachiaria brizantha cv. Piatá and Napier grass with desmodium distortum on feed intake, digesta kinetics and milk production in crossbred dairy cows. Animal Nutrition, 4(2), 222–227. https://doi.org/10.1016/j.aninu.2018.01.006
- Mwendia, S. W., Ohmstedt, U., & Peters, M. (2020). Forage seed systems in Kenya-2020 report. https://cgspace.cgiar.org/bitstream/handle/10568/111370/%5B60%5D%203.4.1.7.2%20Forage%20seed%20Systems%20In%20Kenya%20Report%20%28002%29-SM.pdf?sequence=1
- Nchinda, V. P., Ambe, T. E., Holvoet, N., Leke, W., Che, M. A., Nkwate, S. P., & Njualem, D. K.(2010). Factors influencing the adoption intensity of improved yam (Dioscorea spp.) seed technology in the western highlands and high guinea savannah zones of Cameroon. Journal of Applied Biosciences, 36, 2389–2402. https://www.cabdirect.org/cabdirect/abstract/20113087922
- Njima, P. M. (2016). An assessment of factors influencing production of hydroponics fodder among smallholder dairy farmers in Kiambu sub county, Kenya. [Doctoral dissertation]. University Of Nairobi. http://erepository.uonbi.ac.ke/handle/11295/97579
- Nyambati, E. M., Muyekho, F. N., Onginjo, E., & Lusweti, C. M. (2010). Production, characterization and nutritional quality of Napier grass [Pennisetum purpureum (Schum.)] cultivars in Western Kenya. African Journal of Plant Science, 4(12), 496–502. https://academicjournals.org/article/article1380128017_Nyambati%20et%20al.pdf
- Omollo, E. O., Wasonga, O. V., Elhadi, M. Y., & Mnene, W. N. (2018). Determinants of pastoral and agro-pastoral households’ participation in fodder production in Makueni and Kajiado counties, Kenya. Kenya, 8(1). https://doi.org/10.1186/s13570-018-0113-9
- Ouma, O. E. (2017). Analysis of fodder production and marketing in the rangelands of Southern Kenya. [Unpublished MSc. Thesis]. https://d1wqtxts1xzle7.cloudfront.net/82347715/Omollo_Erick_O_Analysis_of_Fodder_Production_and_Marketing_in_the_Rangelands_of_Southern_Kenya-libre.pdf?1647682603=&response-content-disposition=inline%3B+filename%3DAnalysis_of_Fodder_Production_and_Market.pdf&Expires=1702279369&Signature=LV06OHvcj-kMRZWI4FWaKcM6OKRxAseQu4fBM7PZDLXXjGOiqtO53v1Dx3f1r5H21ZF8j79v8q-R5CLjjfEuVd5kTwAItvlv6L6LXIeGB-IhXiPEIuiUL~gwS-IZmRTf5IQQySpgKVc6ugdTbjta6eOGV~e3u5T78OIU-PtzZ7MinnC760JsA0uH1IoDDfaBUBQsBYFM110doivThaj-Oa57g6RyTvVEpRwzOeciYR322SJF8mRhb101YT1kGhUNF5aUt79068GSIcxHYFmXjuszmTu-fkh-z~396rHqMHsVFI0I1XNOI~-LMvDh06Vrv1EmD09qrXfDGkcSoBbH0w__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
- Pandey, R. (2011). Consumption and valuation of livestock fodder under different forest types of Himalayas, India. Silva Lusitana, 19(2), 195–207.
- Pandey, R., Harrison, S., & Gupta, A. K. (2014). Resource availability versus resource extraction in forests: Analysis of forest fodder system in forest density classes in lower Himalayas, India. Small-Scale Forestry, 13(3), 267–279. https://doi.org/10.1007/s11842-013-9253-3
- Paterson*, R. T., Karanja, G. M., Nyaata, O. Z., Kariuki, I. W., & Roothaert, R. L. (1998). A review of tree fodder production and utilization within smallholder agroforestry systems in Kenya. Agroforestry Systems, 41(2), 181–199. https://doi.org/10.1023/A:1006066128640
- Place, F., Roothaert, R. L., Maina, L., Franzel, S., Sinja, J., & Wanjiku, J. (2009). The impact of fodder trees on milk production and income among smallholder dairy farmers in East Africa and the role of research. World Agroforestry Centre Occasional Paper. https://cgspace.cgiar.org/bitstream/handle/10568/2345/OP16490.pdf?sequence=3
- Rosenbaum, P., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. https://doi.org/10.1093/biomet/70.1.41
- SPORE. (2015). FEEDING AFRICAS LIVESTOCK: Fodder and forage solutions. Michael Hailu.
- Tesfaye, M., Gutema, P., & Xiao, X. (2022). Research article impact of improved forage technology adoption on dairy productivity and household income: A propensity score matching Estimation in Northern Ethiopia. Advances in Agriculture, 2022, 1–15. https://doi.org/10.1155/2022/6197119
- Thomas, K., Yegon, R., Nthiwa, D., & Migose, S. A. (2023). Strategies of positive deviants in fodder conservation among smallholder dairy farming systems in highlands and midlands of Kenya. https://doi.org/10.21203/rs.3.rs-2807273/v1
- Tolemariam, A. (2022). Impact assessment of input and output market development interventions by IPMS Project: The case of Gomma Woreda. MSc Thesis in Agriculture (Agricultural Economics). Haramaya University, Haramaya(Ethiopia). https://hdl.handle.net/10568/3168
- Tolera, A. (2017). Good practices in fodder and fodder seed production and marketing for increased Private sector investment. Proceedings of the Regional Workshop Organized by ICPALD/IGAD, April 6 to 7, 2017, Pelican Resort, Elementaita, Kenya (pp. 1–64).https://icpald.org/wp-content/uploads/2018/05/IGAD-Fodder-and-Fodder-seed-regional-workshop-proceedings-13-July-2017-No-Track.pdf
- Turinawe, A., Mugisha, J., & Kabirizi, J. (2012). Socio-economic evaluation of improved technologies in smallholder dairy farming systems in Uganda. Journal of Agricultural Science, 4(3). https://doi.org/10.5539/jas.v4n3p163
- Umeh, O. J., & Olajade, J. C. (2016). Comparative assessment of the Socio-Economic Factors Influencing Farmers’ Awareness and Utilization of Technologies from Agricultural Development Programme (ADP) in south-east agro-ecological zone. TLEP International Journal of Biotechnology. https://d1wqtxts1xzle7.cloudfront.net/49559934/Comparative_assessment_of_the_Socio-Economic_Factors_Influencing-libre.pdf?1476332787=&response-content-disposition=inline%3B+filename%3DComparative_assessment_of_the_Socio_Econ.pdf&Expires=1702280827&Signature=P96zan3TUw2gkHBPMvj8pRLd7NyEo0YmBGmMQnc0Fu6N2ibZgkdJRQJqIvwcoYK818FIe~jQ4cUVEDMiHFjfb0hq7bM8r4Q1TIe7eczVEtjmOdEj0csNm~YCOyYau8FNMQdf-NvS5CcTgCoV4rL3dIA2D89rBezzsrAeBqolJaRX~wQPu5Tdmj03bn9SpHugDucp8X1Pj~oL5nPDp6RvVjJjfhHwDNyiWh--9BCdswQnXvDrL5wr5gt00PB9DUrNVUPk06mf0VxFtt7aqhe1Opb6oNkikpCyvlLqs-gA4QiU9OWMSkcdx4CfbdqlT60WvcERigUl13NQqPoBNs7Cdg__&Key-Pair-Id=APKAJLOHF5GGSLRBV4ZA
- VSF-Suisse. (2009). ELMT technical brief. Retrieved 03 05/03/2021, 2021,From FODDER PRODUCTION: Experiences and Lessons Learnt: www.elmtrelpa.org/…/ELMT%20TECHNICAL%20BRIEF_fodder%20production
- Wairore, J., Mureithi, S., Wasonga, O., & Nyberg, G. (2015). Enclosing the commons: Reasons for the adoption and adaptation of enclosures in the arid and semi-arid rangelands of Chepareria, Kenya. Springerplus, 4(1), 1–11. https://doi.org/10.1186/s40064-015-1390-z
- Wambugu, C., Place, F., & Franzel, S. (2011). Research, development and scaling up the adoption of fodder shrub innovations in East Africa. International Journal of Agriculture, 9(1), 100–109. https://doi.org/10.3763/ijas.2010.0562