Assessing the joint adoption and complementarity between in-field conservation practices of Kansas farmers
Tóm tắt
Agricultural conservation systems consist of a myriad of conservation practices. The mix and intensity of conservation practices adopted can benefit farmers and affect the entire production system in addition to soil and water conservation. The purpose of this study is to examine and analyze farmer adoption of and complementarity between conservation practices from a joint and conditional probabilistic perspective using Kansas as a case study. We develop a modeling framework that can analyze and examine farmers’ joint and conditional adoption decisions using a multinomial logistic regression model. This framework is used to estimate conditional probabilities of adopting conservation practices given adoption of other practices to better capture the complementarity between different conservation practices. These estimates allow for an assessment of linkages between adoption of different conservation practices and the socioeconomic factors that affect the likelihood of adopting conservation practices given other conservation practices have already been adopted on-farm. The results can help guide policy and outreach efforts to promote further intensification of adoption by farmers.
Tài liệu tham khảo
Amos HO, Izundu C, Audu I (2013) Effect of chicken manure on the performance of vegetable maize varieties under irrigation. Discourse J Agric Food Sci 1(12):190–195
Bergtold JS, Molnar JJ (2010) Limited access to conservation: limited- resource farmer participation in the Conservation Security Program in the Southeast. J Agric Appl Econ 42(2):211–227
Bergtold JS, Ramsey S, Maddy L, Williams JR (2019) A review of economic considerations for cover crops as a conservation practice. Renew Agric Food Syst 34(1):62–76
Bergtold JS, Smith A, Lamb M, Duzy L (2020) Conservation economics: budgeting, cover crops and government programs. In: Bergtold J, Sailus M (eds) Conservation tillage systems in the Southeast: production, profitability and stewardship. USDA, Sustainable Agriculture Research and Education, College Park
Byerlee D, de Polanco EH (1986) Farmers’ stepwise adoption of technological packages: evidence from the Mexican Altiplano. Am J Agric Econ 68(3):519–527
Caldas MM, Bergtold JS, Peterson JM, Graves R, Earhart D, Gong S, Lauer B, Brown JC (2014) Factors affecting famers’ willingness to grow alternative biofuel feedstocks across Kansas. Biomass and Bioenerg 66:223–231
Canales E, Bergtold JS, Williams JR (2018) Modelling the choice of tillage used for dryland corn, wheat and soybean production by farmers in Kansas. Agric Res Econ Rev 47(1):90–117
Canales E, Bergtold JS, Williams JR (2020) Conservation practice complementarity and timing of on-farm adoption. Agric Econ 51(5):777–792
Chee YE (2004) An ecological perspective on the valuation of ecosystem services. Biol Conserv 120(4):549–565
Cooper JC (2003) A joint framework for analysis of agri-environmental payment programs. Am J Agr Econ 85(4):976–987
D’Souza G, Cyphers D, Phipps T (1993) Factors affecting the adoption of sustainable agricultural practices. Agr Reso Econ Rev 22(2):159–165
Derpsch R, Friedrich T (2009) Global overview of conservation agriculture no-till adoption. In: 4th world congress on conservation agriculture, New Delhi, India
Dillman DA (2007) Mail and internet surveys: the tailored design method–2007 update with new internet, visual, and mixed-mode guide. Wiley, Hoboken
Dorfman JH (1996) Modeling multiple adoption decisions in a joint framework. Am J Agric Econ 78(3):547–557
Elwell HA, Stocking MA (1976) Vegetal cover to estimate soil erosion hazard in Rhodesia. Geoderma 15(1):61–70
Ervin C, Ervin DE (1982) Factors affecting the use of soil conservation practices: Hypothesis, evidence and policy implications. Land Econ 58(3):277–292
Everts KL (2002) Reduced fungicide applications and host resistance for managing three diseases in pumpkin grown on a no-till cover crop. Plant Dis 86:1134–1141
Fleming RA, Babcock BA, Wang E (1998) Resource or waste? The economics of swine manure storage and management. Rev Agric Econ 20(1):96–113
Fleming P, Lichtenberg E, Newburn DA (2018) Evaluating impacts of agricultural cost-sharing on water quality: additionality crowding-in, and slippage. J Environ Econ Manag 92:1–19
Freese J, Long JS (2001) Tests for the multinomial logit model. Stata Technol B 10(58):1–10
Fronning BE, Thelen KD, Min DH (2008) Use of manure, compost, and cover crops to supplant crop residue carbon in corn stover removed cropping systems. Agronomy J 100(6):1703–1710
Frye WW, Blevins BL, Smith MS, Corak SJ, Varco JJ (1988) Role of annual legume cover crops in efficient use of water and nitrogen. In: Hargrove WL (ed) Cropping strategies for efficient use of water and nitrogen, ASA Special Publication No. 51, Madison, WI.
Fuglie KO, Bosch DJ (1995) Economic and environmental implications of soil nitrogen testing: a switching-regression analysis. Am J Agric Econ 77:891–900
Genius M, Pantzios CJ, Tzouvelekas V (2006) Information acquisition and adoption of organic farming practices. J Agric Res Econ 31(1):93–113
Gong S (2016) Essays on conservation adoption and discrete choice modeling. Dissertation, Kansas State University.
Gould BW, Saupe WE, Klemme RM (1989) Conservation tillage: the role of farm and operator characteristics and the perception of soil erosion. Land Econ 65(2):167–182
Greene WH (2012) Econometric analysis. Pearson Education Inc, Upper Saddle River
Hamido SA, Kpomblekou-A K (2009) Cover crop and tillage effects on soil enzyme activities following tomato. Soil till Res 105:269–274
Hanson JD, Liebig MA, Merrill SD, Tanaka DL, Krupinsky JM, Stott DE (2007) Dynamic cropping systems: Increasing adaptability amid an uncertain future. Agronomy J 99(4):939–943
Hausman JA, McFadden D (1984) Specification tests for the multinomial logit model. Econometrica 52:1219–1240
Helms GL, Bailey DV, Glover TF (1987) Government programs and adoption of conservation tillage practices on nonirrigated wheat farms. Am J Agric Econ 69(4):786–795
Horowitz J, Ebel R, Ueda K (2010) “No-till” farming is a growing practice. Economic information bulleting number 70, U.S. Department of Agriculture, Economic Research Service, Washington DC.
Jara-Rojas R, Bravo-Ureta BE, Engler A, Díaz J (2013) An analysis of the joint adoption of water conservation and soil conservation in central Chile. Land Use Policy 32:292–301
Karl TR (1986) The sensitivity of the Palmer drought severity index and Palmer’s Z-index to their calibration coefficients including potential evapotranspiration. J Clim Appl Meteorol 25(1):77–86
Keplinger KO, Hauck LM (2006) The economics of manure utilization: model and application. J Agric Res Econ 31(2):414–440
Khanna M (2001) Sequential adoption of site-specific technologies and its implications for nitrogen productivity: a double selectivity model. Am J Agr Econ 83(1):35–51
Konyar K, Osborn CT (1990) A national-level economic analysis of conservation reserve program participation: a discrete choice approach. J Agric Econ 42(2):5–12
Krinsky I, Robb AL (1986) On approximating the statistical properties of elasticities. Rev Econ Stat 68(4):715–719
Lal R (1976) No-tillage effects on soil properties under different crops in western Nigeria. Soil Sci Soc Am J 40(5):762–768
Leathers HD, Smale M (1991) A Bayesian approach to explaining sequential adoption of components of a technological package. Am J Agric Econ 73(3):734–742
Lichtenberg E (2004) Cost-responsiveness of conservation practice adoption: a revealed preference approach. J Agric Res Econ 29(3):420–435
Louviere JJ, Hensher DA, Swait JD (2000) Stated choice methods: analysis and applications. Cambridge University Press, Cambridge
Lu YC, Watkins KB, Teasdale JR, Abdul-Baki AA (2000) Cover crops in sustainable food production. Food Rev Int 16:121–157
Pannell DJ, Claassen R (2020) The role of adoption and behavior change in agricultural policy. Appl Econ Perspect Policy 42(1):31–41
Pannell DJ, Marshall GR, Barr N, Curtis A, Vanclay F, Wilkinson R (2006) Understanding and promoting adoption of conservation practices by rural landholders. Aust J Exp Agric 46(11):1407–1424
Peng X, Zhu QH, Xie ZB, Darboux F, Holden NM (2016) The impact of manure, straw and biochar amendments on aggregation and erosion in a hilltop Ulitsol. CATENA 138:30–37
Pierce FJ (1985) A systems approach to conservation tillage: Introduction. In: D’Itri FM (ed) A systems approach to conservation tillage. Lewis Publishers Inc, Chelsea
Pieters AJ, McKee R (1938) The use of cover and green-manure crops. In: Soils atd Men. USDA Yearbook of Agriculture. U.S. Government Printing Office, Washington, D.C.
Ramsey SM, Bergtold JS, Canales E, Williams JR (2019) Effects of farmers’ yield-risk perceptions on conservation practice adoption in Kansas. J Agric Res Econ 44(2):380–403
Rees HW, Chow TL, Zebarth BJ, Xing Z, Toner P, Lavoie J, Daigle JL (2011) Effects of supplemental poultry manure applications on soil erosion and runoff water quality from a Loam soil under potato production in northwestern New Brunswick. Can J Soil Sci 91:595–613
Reicosky DC (2008) Carbon sequestration and environmental benefits from no-till systems. In: Goddard T, Zoebisch M, Gan Y, Ellis W, Watson A, Sombatpanit S (eds) No-till farming system, Special Publication No. 3, World Association of Soil and Water Conservation, Bangkok, Thailand.
Serebrennikov D, Thorne F, Kallas Z, McCarthy SN (2020) Factors influencing adoption of sustainable farming practices in Europe: a systematic review of empirical literature. Sustainability. https://doi.org/10.3390/su12229719
Seta AK, Blevins RL, Frye WW, Barfield BJ (1993) Reducing soil erosion and agricultural chemical losses with conservation tillage. J Environ Qual 22(4):661–665
Singer JW, Malone RW, Jaynes DB, Ma LW (2011) Cover crop effects on nitrogen load in tile drainage from Walnut Creek Iowa using root zone water quality (RZWQ) model. Agric Water Manage 98(10):1622–1628
Skaggs RK, Kirksey RE, Harper WM (1994) Determinants and implications of post-CRP land use decisions. J Agric Res Econ 19(2):299–312
Small KS, Hsiao C (1985) Multinomial logit specification tests. Int Econ Rev 26:619–627
Soil Survey Staff, Natural Resources Conservation Service, United States Department of Agriculture (2019) Soil Survey Geographic (SSURGO) Database for [Survey Area, Kansas]. https://websoilsurvey.sc.egov.usda.gov/App/HomePage.htm
Soule MJ, Tegene A, Wiebe KD (2000) Land tenure and the adoption of conservation practices. Am J Agr Econ 82(4):993–1005
Stinner BR, House GJ (1989) The search for sustainable agroecosystems. J Soil Water Conserv 44(2):111–116
Tilman D, Cassman KG, Matson PA, Naylor R, Polasky S (2002) Agricultural sustainability and intensive production practices. Nature 418(8):671–677
Uri ND (1997) Conservation tillage and input use. Environ Geol 29:188–200
USDA-NASS (USDA, National Agricultural Statistics Service) (2017) Census of Agriclture. 2017 Census Volume. https://www.nass.usda.gov/Publications/AgCensus/2017/index.php
USDA-NRCS (USDA, Natural Resources Conservation Service) (2013) Tillage Definitions. http://ecat.sc.egov.usda.gov/Help.aspx.
Wu J, Babcock BA (1998) The choice of tillage, rotation, and soil testing practices: economic and environmental implications. Am J Agric Econ 80(3):494–511