Farmer preferences for adopting drought-tolerant maize varieties: evidence from a choice experiment in Nigeria
Drought is a major challenge to maize-producing households in sub-Saharan Africa (SSA) impacting productivity, food security, and rural farm household welfare. Drought-tolerant maize varieties (DTMVs) are improved yield-enhancing technologies that can build resilience to climate change in the majori...
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| Published in | Renewable agriculture and food systems Vol. 40 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Cambridge, UK
Cambridge University Press
30.04.2025
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1742-1705 1742-1713 |
| DOI | 10.1017/S1742170524000346 |
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| Abstract | Drought is a major challenge to maize-producing households in sub-Saharan Africa (SSA) impacting productivity, food security, and rural farm household welfare. Drought-tolerant maize varieties (DTMVs) are improved yield-enhancing technologies that can build resilience to climate change in the majority of SSA, but they are poorly adopted. This study assesses farmers' preferences for various attributes of DTMVs and the implicit value they are willing to place on them based on a discrete choice experiment using primary data consisting of 320 maize farm households in northern Nigeria. We estimate farmers' preference heterogeneity using maximum simulated likelihood of a mixed logit model in preference and price space. The results show common preferences for drought tolerance, nitrogen use efficiency, and yield attributes. It further shows strong disutility for non-resistance to Striga attribute. We also find the role of gender, institutional and social influence significant in valuing DTMVs attributes. Understanding the market-preferred attributes of DTMVs can provide guidance on policies to promote adoption of DTMVs. |
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| AbstractList | Drought is a major challenge to maize-producing households in sub-Saharan Africa (SSA) impacting productivity, food security, and rural farm household welfare. Drought-tolerant maize varieties (DTMVs) are improved yield-enhancing technologies that can build resilience to climate change in the majority of SSA, but they are poorly adopted. This study assesses farmers' preferences for various attributes of DTMVs and the implicit value they are willing to place on them based on a discrete choice experiment using primary data consisting of 320 maize farm households in northern Nigeria. We estimate farmers' preference heterogeneity using maximum simulated likelihood of a mixed logit model in preference and price space. The results show common preferences for drought tolerance, nitrogen use efficiency, and yield attributes. It further shows strong disutility for non-resistance to Striga attribute. We also find the role of gender, institutional and social influence significant in valuing DTMVs attributes. Understanding the market-preferred attributes of DTMVs can provide guidance on policies to promote adoption of DTMVs. |
| ArticleNumber | e10 |
| Author | Shee, Apurba Oyetunde-Usman, Zainab |
| Author_xml | – sequence: 1 givenname: Zainab orcidid: 0000-0003-1602-4819 surname: Oyetunde-Usman fullname: Oyetunde-Usman, Zainab email: zainabus23@gmail.com organization: 1Natural Resources Institute, University of Greenwich, Kent, UK – sequence: 2 givenname: Apurba orcidid: 0000-0002-1836-9637 surname: Shee fullname: Shee, Apurba organization: 1Natural Resources Institute, University of Greenwich, Kent, UK |
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| Cites_doi | 10.1111/j.0092-5853.2004.00592.x 10.1016/j.ecolecon.2020.106831 10.1111/1477-9552.12283 10.1016/j.gfs.2018.03.007 10.1016/j.agee.2006.02.013 10.4324/9780429283666-7 10.1002/hec.729 10.1038/nclimate1043 10.1080/00103624.2018.1563095 10.1111/j.1467-8276.2005.00824.x 10.1186/s12870-019-1740-z 10.53663/turjfas.980135 10.1186/s40677-018-0111-7 10.1017/S0014479720000198 10.1016/j.foodpol.2013.09.013 10.1007/s10584-015-1459-2 10.1007/s12571-015-0500-7 10.1002/1099-1255(200009/10)15:5<447::AID-JAE570>3.0.CO;2-1 10.1093/erae/jby009 10.1016/j.jclepro.2019.118957 10.1016/j.agee.2016.02.005 10.1016/j.worlddev.2014.01.023 10.1016/j.gloenvcha.2015.08.009 10.1017/CBO9780511720772 10.1016/j.wace.2019.100192 10.1016/j.enpol.2020.111937 10.5923/j.plant.20120202.03 10.1016/j.agsy.2019.02.003 10.1093/erae/jbt016 10.3390/rs12213534 10.1016/j.worlddev.2017.02.008 10.1016/j.foodpol.2012.02.013 10.1016/j.agsy.2020.102947 10.1080/00220388.2014.989996 10.46792/fuoyejet.v1i1.25 10.2135/cropsci1997.0011183X003700040013x 10.1126/science.1078710 10.1016/j.reseneeco.2014.05.002 10.1016/j.jenvman.2017.06.058 10.1016/j.ijhm.2020.102568 10.1111/1477-9552.12401 10.1007/s12571-018-0772-9 10.1016/j.cropro.2014.09.001 10.1007/s10705-020-10049-x 10.1111/cjag.12205 10.1007/s12571-015-0511-4 10.4314/just.v33i2.2 10.1007/s40271-018-0324-6 10.1017/S0014479704002479 10.1016/j.foodpol.2013.09.007 10.1017/S0014479717000394 10.1016/0047-2727(74)90003-6 10.1016/j.landusepol.2017.10.001 10.1108/14777830810904911 10.1016/j.agsy.2013.07.008 10.1016/j.worlddev.2014.05.017 10.1111/1477-9552.12221 10.1111/j.1467-8489.2009.00469.x 10.1162/003465398557735 10.1111/1477-9552.12416 10.1111/1477-9552.12180 10.1016/j.enpol.2016.02.034 10.1016/j.worlddev.2019.104651 10.1080/03650340.2013.783204 10.2307/44279847 10.3844/ajabssp.2011.172.179 10.1007/s00267-017-0967-4 |
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| Keywords | willingness-to-pay drought-tolerant maize varieties Bayesian estimation choice experiment random parameter logit |
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| References | 2015; 35 2013; 4 2019; 50 2009; 86 2019; 12 2013; 122 2016; 222 2019; 19 2019; 124 2020; 12 1998; 80 2020; 246 2018; 45 2021; 72 2014; 60 1974; 3 2014; 66 2003; 12 2014; 64 2014; 4 2018; 5 2009; 53 2000; 15 2015; 133 2019; 23 2019; 67 2018; 70 2014; 59 2020; 89 2017; 203 2004; 86 2019; 70 2021; 3 2011; 1 2012 2013; 43 2020; 185 2021; 148 2015; 51 2008; 19 2005; 41 2005; 87 2005 2016; 92 2018; 61 2012; 37 2006; 116 2014; 41 2011; 6 2015; 7 2014; 44 2018; 69 2017; 94 1993; 13 2018; 17 2020a; 56 2012; 2 2016; 1 2013; 33 2021; 179 2020; 72 1997; 37 2014; 37 2020; 116 2019; 173 2018; 10 2018; 54 2003; 300 2020b; 10 2016; 67 S1742170524000346_ref47 S1742170524000346_ref48 S1742170524000346_ref49 S1742170524000346_ref5 S1742170524000346_ref50 S1742170524000346_ref51 S1742170524000346_ref6 S1742170524000346_ref52 S1742170524000346_ref7 S1742170524000346_ref53 S1742170524000346_ref9 S1742170524000346_ref10 S1742170524000346_ref54 S1742170524000346_ref55 S1742170524000346_ref11 S1742170524000346_ref12 S1742170524000346_ref56 Kjær (S1742170524000346_ref46) 2005 S1742170524000346_ref13 S1742170524000346_ref57 S1742170524000346_ref1 Kamara (S1742170524000346_ref42) 2020b; 10 S1742170524000346_ref2 S1742170524000346_ref3 Usk (S1742170524000346_ref76) 2009; 86 S1742170524000346_ref14 S1742170524000346_ref58 S1742170524000346_ref15 S1742170524000346_ref59 S1742170524000346_ref16 S1742170524000346_ref17 S1742170524000346_ref18 S1742170524000346_ref19 Africa Centre fro Biodiversity (S1742170524000346_ref8) 2017 S1742170524000346_ref61 S1742170524000346_ref62 S1742170524000346_ref20 S1742170524000346_ref64 S1742170524000346_ref21 S1742170524000346_ref65 S1742170524000346_ref22 S1742170524000346_ref66 S1742170524000346_ref67 S1742170524000346_ref23 S1742170524000346_ref24 S1742170524000346_ref60 S1742170524000346_ref69 S1742170524000346_ref25 S1742170524000346_ref26 S1742170524000346_ref27 S1742170524000346_ref28 S1742170524000346_ref29 S1742170524000346_ref73 Train (S1742170524000346_ref74) 2005 S1742170524000346_ref30 S1742170524000346_ref31 S1742170524000346_ref32 Abubakar (S1742170524000346_ref4) 2013; 4 S1742170524000346_ref33 S1742170524000346_ref77 S1742170524000346_ref34 S1742170524000346_ref78 S1742170524000346_ref35 S1742170524000346_ref79 Omolaran (S1742170524000346_ref63) 2012; 2 Train (S1742170524000346_ref75) 2012 S1742170524000346_ref70 S1742170524000346_ref71 Tadesse (S1742170524000346_ref72) 2014; 4 S1742170524000346_ref36 S1742170524000346_ref37 S1742170524000346_ref38 S1742170524000346_ref39 S1742170524000346_ref40 S1742170524000346_ref41 S1742170524000346_ref43 S1742170524000346_ref44 S1742170524000346_ref45 S1742170524000346_ref80 S1742170524000346_ref81 S1742170524000346_ref82 |
| References_xml | – volume: 13 start-page: 34 issue: 1 year: 1993 article-title: Drought in northern Nigeria: an indication of abrupt climatic change? publication-title: Weather and Climate – volume: 69 start-page: 76 issue: 1 year: 2018 end-page: 95 article-title: Measuring farm and market level economic impacts of improved maize production technologies in Ethiopia: evidence from panel data publication-title: Journal of Agricultural Economics – volume: 1 start-page: 42 issue: 1 year: 2011 article-title: Nonlinear heat effects on African maize as evidenced by historical yield trials publication-title: Nature Climate Change – volume: 124 start-page: 104651 year: 2019 article-title: Constraints to adopting soil fertility management practices in Malawi: a choice experiment approach publication-title: World Development – volume: 67 start-page: 799 issue: 3 year: 2016 end-page: 819 article-title: Choice of rice production practices in Ghana: a comparison of willingness to pay and preference space estimates publication-title: Journal of Agricultural Economics – volume: 61 start-page: 188 year: 2018 article-title: Awareness and adoption of soil and water conservation technologies in a developing country: a case of Nabajuzi watershed in central Uganda publication-title: Environmental Management – volume: 133 start-page: 283 issue: 2 year: 2015 article-title: Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: determinants of adoption in eastern and southern Africa publication-title: Climatic Change – volume: 15 start-page: 447 issue: 5 year: 2000 article-title: Mixed MNL models for discrete response publication-title: Journal of Applied Econometrics – volume: 70 start-page: 27 year: 2018 end-page: 37 article-title: Early adoption of conservation agriculture practices: understanding partial compliance in programs with multiple adoption decisions publication-title: Land Use Policy – volume: 222 start-page: 67 year: 2016 end-page: 79 article-title: Heterogeneous preferences and the effects of incentives in promoting conservation agriculture in Malawi publication-title: Agriculture, Ecosystems and Environment – volume: 173 start-page: 12 year: 2019 end-page: 26 article-title: Farmers’ preferences for high-input agriculture supported by site-specific extension services: evidence from a choice experiment in Nigeria publication-title: Agricultural Systems – volume: 92 start-page: 409 year: 2016 article-title: Stoves or sugar? Willingness to adopt improved cookstoves in Malawi publication-title: Energy Policy – volume: 37 start-page: 1110 issue: 4 year: 1997 article-title: Efficiency of secondary traits for improving maize for low-nitrogen target environments publication-title: Crop Science – volume: 179 start-page: 106831 year: 2021 article-title: Quantifying loss of benefits from poor governance of climate change adaptation projects: a discrete choice experiment with farmers in Kenya publication-title: Ecological Economics – volume: 7 start-page: 1239 year: 2015 article-title: Impact of agricultural technology adoption on asset ownership: the case of improved cassava varieties in Nigeria publication-title: Food Security – volume: 246 start-page: 118957 year: 2020 article-title: To what extent do people value sustainable-resourced materials? A choice experiment with cars and mobile phones across six countries publication-title: Journal of Cleaner Production – volume: 17 start-page: 48 year: 2018 end-page: 56 article-title: Sub-Saharan African maize-based foods: technological perspectives to increase the food and nutrition security impacts of maize breeding programmes publication-title: Global Food Security – volume: 3 start-page: 37 issue: 2 year: 2021 end-page: 44 article-title: Impact of climate variability on the yield of staple grain crops in Wudil local government area, Kano State, Nigeria publication-title: Turkish Journal of Food and Agriculture Sciences – volume: 19 start-page: 1 issue: 1 year: 2019 end-page: 18 article-title: Yield gains and associated changes in an early yellow bi-parental maize population following genomic selection for Striga resistance and drought tolerance publication-title: BMC Plant Biology – volume: 86 start-page: 467 year: 2009 article-title: Methodological aspects of choice experiments in relation to publication-title: Ethics – volume: 87 start-page: 1310 year: 2005 article-title: Technology adoption in intensive post-green revolution systems publication-title: American Journal of Agricultural Economics – volume: 54 start-page: 805 issue: 6 year: 2018 article-title: Improvement in grain yield and low-nitrogen tolerance in maize cultivars of three eras publication-title: Experimental Agriculture – volume: 70 start-page: 198 issue: 1 year: 2019 end-page: 214 article-title: Adoption of drought tolerant maize varieties under rainfall stress in Malawi publication-title: Journal of Agricultural Economics – volume: 7 start-page: 1225 year: 2015 article-title: Subsidies promote use of drought tolerant maize varieties despite variable yield performance under smallholder environments in Malawi publication-title: Food Security – volume: 4 start-page: 402 issue: 5 year: 2014 article-title: Participatory on farm evaluation of improved maize varieties in Chilga district of north western Ethiopia publication-title: International Journal of Agriculture and Forestry – volume: 10 issue: 3 year: 2020b article-title: Seed dressing maize with imazapyr to control Striga hermonthica in farmers’ fields in the savannas of Nigeria publication-title: Agriculture (Switzerland) – volume: 5 issue: 1 year: 2018 article-title: Drought occurrences and its implications on the households in Yobe state, Nigeria publication-title: Geoenvironmental Disasters – volume: 41 start-page: 25 issue: 1 year: 2014 end-page: 46 article-title: Testing hypothetical bias with a real choice experiment using respondents’ own money publication-title: European Review of Agricultural Economics – volume: 203 start-page: 106 year: 2017 article-title: Measuring the impacts of adaptation strategies to drought stress: the case of drought tolerant maize varieties publication-title: Journal of Environmental Management – volume: 53 start-page: 503 issue: 4 year: 2009 article-title: Complexity in choice experiments: choice of the status quo alternative and implications for welfare measurement publication-title: Australian Journal of Agricultural and Resource Economics – volume: 35 start-page: 82 year: 2015 end-page: 92 article-title: The influence of gendered roles and responsibilities on the adoption of technologies that mitigate drought risk: the case of drought-tolerant maize seed in eastern Uganda publication-title: Global Environmental Change – volume: 67 start-page: 303 issue: 3 year: 2019 article-title: Heterogeneity in male and female farmers’ preference for a profit-enhancing and labor-saving technology: the case of direct-seeded rice (DSR) in India publication-title: Canadian Journal of Agricultural Economics – volume: 64 start-page: 125 year: 2014 article-title: Heterogeneous demand for drought-tolerant rice: evidence from Bihar, India publication-title: World Development – volume: 122 start-page: 22 year: 2013 end-page: 32 article-title: Adoption of improved potato varieties in Ethiopia: the role of agricultural knowledge and innovation system and smallholder farmers’ quality assessment publication-title: Agricultural Systems – volume: 116 start-page: 397 issue: 3 year: 2020 end-page: 408 article-title: Nitrogen rate impacts on tropical maize nitrogen use efficiency and soil nitrogen depletion in eastern and southern Africa publication-title: Nutrient Cycling in Agroecosystems – volume: 6 start-page: 172 issue: 1 year: 2011 article-title: Corn (Zea mays L.) plant characteristics and grain yield response to N fertilization programs in no-tillage system publication-title: American Journal of Agricultural and Biological Science – volume: 41 start-page: 199 issue: 2 year: 2005 end-page: 212 article-title: Performance of diverse maize genotypes under nitrogen deficiency in the northern Guinea Savanna of Nigeria publication-title: Experimental Agriculture – volume: 37 start-page: 39 year: 2014 end-page: 63 article-title: Augmenting short cheap talk scripts with a repeated opt-out reminder in choice experiment surveys publication-title: Resource and Energy Economics – volume: 66 start-page: 90 year: 2014 article-title: Assessment of the relationship between soil properties, Striga hermonthica infestation and the on-farm yields of maize in the dry Savannas of Nigeria publication-title: Crop Protection – volume: 2 start-page: 14 issue: 2 year: 2012 end-page: 21 article-title: Evaluation of early and late/intermediate maize varieties for grain yield potential and adaptation to a southern Guinea savanna agro-ecology of Nigeria publication-title: International Journal of Plant Research – volume: 89 start-page: 102568 year: 2020 article-title: Reports of bed bugs on hotel selection: a choice experiment publication-title: International Journal of Hospitality Management – volume: 185 start-page: 102947 year: 2020 article-title: Are farmers willing to pay for climate related traits of wheat? Evidence from rural parts of Ethiopia publication-title: Agricultural Systems – volume: 37 start-page: 283 issue: 3 year: 2012 article-title: Impact of modern agricultural technologies on smallholder welfare: evidence from Tanzania and Ethiopia publication-title: Food Policy – volume: 12 start-page: 1 issue: 1 year: 2019 end-page: 14 article-title: Including opt-out options in discrete choice experiments: issues to consider publication-title: Patient – volume: 19 start-page: 690 issue: 6 year: 2008 end-page: 704 article-title: A comprehensive approach to drought and desertification in Nigeria: a brief evaluation of government policies publication-title: Management of Environmental Quality: An International Journal – start-page: 282 year: 2012 end-page: 314 article-title: Bayesian procedures publication-title: Discrete Choice Methods with Simulation – start-page: 1 year: 2005 end-page: 139 article-title: A review of the discrete choice experiment—with emphasis on its application in healthcare publication-title: Health Economic Papers – volume: 1 issue: 1 year: 2016 article-title: Drought trend analysis in Kano using standardized precipitation index (SPI) publication-title: FUOYE Journal of Engineering and Technology – volume: 12 start-page: 3534 issue: 21 year: 2020 article-title: Estimating crop LAI using spectral feature extraction and the hybrid inversion method publication-title: Remote Sensing – volume: 94 start-page: 465 year: 2017 article-title: Modeling preference and willingness to pay for drought tolerance (DT) in maize in rural Zimbabwe publication-title: World Development – volume: 60 start-page: 195 issue: 2 year: 2014 end-page: 207 article-title: Assessment of nitrogen uptake and utilization in drought tolerant and Striga resistant tropical maize varieties publication-title: Archives of Agronomy and Soil Science – volume: 86 start-page: 467 year: 2004 article-title: Are choice experiments incentive compatible? publication-title: American Journal of Agricultural Economics – volume: 45 start-page: 749 issue: 5 year: 2018 article-title: Can a repeated opt-out reminder mitigate hypothetical bias in discrete choice experiments? An application to consumer valuation of novel food products publication-title: European Review of Agricultural Economics – volume: 148 start-page: 111937 issue: PA year: 2021 article-title: District or distributed space heating in rural residential sector? Empirical evidence from a discrete choice experiment in south China publication-title: Energy Policy – volume: 3 start-page: 303 issue: 4 year: 1974 article-title: The measurement of urban travel demand publication-title: Journal of Public Economics – volume: 72 start-page: 244 issue: 1 year: 2020 article-title: Heterogeneous demand and supply for an insurance-linked credit product in Kenya: a stated choice experiment approach publication-title: Journal of Agricultural Economics – volume: 300 start-page: 758 issue: 5620 year: 2003 article-title: Assessing the impact of the Green Revolution, 1960 to 2000 publication-title: Science – volume: 43 start-page: 213 year: 2013 article-title: Potential impacts of increasing average yields and reducing maize yield variability in Africa publication-title: Food Policy – volume: 12 start-page: 281 issue: 4 year: 2003 article-title: Design techniques for stated preference methods in health economics publication-title: Health Economics – volume: 23 start-page: 100192 year: 2019 article-title: Problems of drought and its management in Yobe State, Nigeria publication-title: Weather and Climate Extremes – volume: 72 start-page: 547 year: 2021 article-title: The influence of choice context on consumers’ preference for GM orange juice publication-title: Journal of Agricultural Economics – volume: 56 start-page: 620 issue: 4 year: 2020a article-title: Mitigating Striga hermonthica parasitism and damage in maize using soybean rotation, nitrogen application, and Striga-resistant varieties in the Nigerian savannas publication-title: Experimental Agriculture – volume: 10 start-page: 369 year: 2018 article-title: Impacts of improved maize varieties in Nigeria: ex-post assessment of productivity and welfare outcomes publication-title: Food Security – volume: 51 start-page: 707 issue: 6 year: 2015 article-title: Using field experiments to elicit risk and ambiguity preferences: behavioural factors and the adoption of new agricultural technologies in rural India publication-title: Journal of Development Studies – volume: 116 start-page: 251 issue: 3–4 year: 2006 article-title: Infestation of crop fields by Striga species in the savanna zones of northeast Nigeria publication-title: Agriculture, Ecosystems and Environment – volume: 50 start-page: 373 issue: 4 year: 2019 article-title: Yield, N uptake and N utilization of early maturing, drought and Striga-tolerant maize varieties under low N conditions publication-title: Communications in Soil Science and Plant Analysis – volume: 33 start-page: 12 issue: 2 year: 2013 article-title: Participatory evaluation of drought tolerant maize varieties in the Guinea Savanna of Ghana using mother and baby trial design publication-title: Journal of Science and Technology (Ghana) – volume: 59 start-page: 120 year: 2014 article-title: Impact of improved maize adoption on welfare of farm households in Malawi: a panel data analysis publication-title: World Development – volume: 4 start-page: 169 issue: 3 year: 2013 article-title: Recurrence of drought in Nigeria: causes, effects and mitigation publication-title: International Journal of Agriculture and Food Science Technology – volume: 44 start-page: 262 year: 2014 article-title: The impacts of hybrid maize seed on the welfare of farming households in Kenya publication-title: Food Policy – volume: 80 start-page: 647 issue: 4 year: 1998 article-title: Mixed logit with repeated choices: households’ choices of appliance efficiency level publication-title: Review of Economics and Statistics – ident: S1742170524000346_ref53 doi: 10.1111/j.0092-5853.2004.00592.x – ident: S1742170524000346_ref61 doi: 10.1016/j.ecolecon.2020.106831 – ident: S1742170524000346_ref45 doi: 10.1111/1477-9552.12283 – ident: S1742170524000346_ref24 doi: 10.1016/j.gfs.2018.03.007 – ident: S1742170524000346_ref22 doi: 10.1016/j.agee.2006.02.013 – ident: S1742170524000346_ref7 doi: 10.4324/9780429283666-7 – ident: S1742170524000346_ref20 doi: 10.1002/hec.729 – ident: S1742170524000346_ref52 doi: 10.1038/nclimate1043 – ident: S1742170524000346_ref39 doi: 10.1080/00103624.2018.1563095 – ident: S1742170524000346_ref31 doi: 10.1111/j.1467-8276.2005.00824.x – ident: S1742170524000346_ref13 doi: 10.1186/s12870-019-1740-z – ident: S1742170524000346_ref6 doi: 10.53663/turjfas.980135 – ident: S1742170524000346_ref26 doi: 10.1186/s40677-018-0111-7 – ident: S1742170524000346_ref1 – ident: S1742170524000346_ref41 doi: 10.1017/S0014479720000198 – ident: S1742170524000346_ref54 doi: 10.1016/j.foodpol.2013.09.013 – ident: S1742170524000346_ref28 doi: 10.1007/s10584-015-1459-2 – ident: S1742170524000346_ref11 doi: 10.1007/s12571-015-0500-7 – ident: S1742170524000346_ref56 doi: 10.1002/1099-1255(200009/10)15:5<447::AID-JAE570>3.0.CO;2-1 – volume: 10 year: 2020b ident: S1742170524000346_ref42 article-title: Seed dressing maize with imazapyr to control Striga hermonthica in farmers’ fields in the savannas of Nigeria publication-title: Agriculture (Switzerland) – ident: S1742170524000346_ref9 doi: 10.1093/erae/jby009 – start-page: 282 year: 2012 ident: S1742170524000346_ref75 article-title: Bayesian procedures publication-title: Discrete Choice Methods with Simulation – ident: S1742170524000346_ref69 doi: 10.1016/j.jclepro.2019.118957 – ident: S1742170524000346_ref14 – ident: S1742170524000346_ref78 doi: 10.1016/j.agee.2016.02.005 – ident: S1742170524000346_ref16 doi: 10.1016/j.worlddev.2014.01.023 – ident: S1742170524000346_ref27 doi: 10.1016/j.gloenvcha.2015.08.009 – ident: S1742170524000346_ref59 doi: 10.1017/CBO9780511720772 – ident: S1742170524000346_ref32 doi: 10.1016/j.wace.2019.100192 – volume: 4 start-page: 169 year: 2013 ident: S1742170524000346_ref4 article-title: Recurrence of drought in Nigeria: causes, effects and mitigation publication-title: International Journal of Agriculture and Food Science Technology – ident: S1742170524000346_ref21 doi: 10.1016/j.enpol.2020.111937 – volume: 2 start-page: 14 year: 2012 ident: S1742170524000346_ref63 article-title: Evaluation of early and late/intermediate maize varieties for grain yield potential and adaptation to a southern Guinea savanna agro-ecology of Nigeria publication-title: International Journal of Plant Research doi: 10.5923/j.plant.20120202.03 – ident: S1742170524000346_ref65 doi: 10.1016/j.agsy.2019.02.003 – ident: S1742170524000346_ref60 doi: 10.1093/erae/jbt016 – ident: S1742170524000346_ref50 doi: 10.3390/rs12213534 – ident: S1742170524000346_ref43 doi: 10.1016/j.worlddev.2017.02.008 – ident: S1742170524000346_ref82 – ident: S1742170524000346_ref10 doi: 10.1016/j.foodpol.2012.02.013 – ident: S1742170524000346_ref30 – start-page: 1 year: 2005 ident: S1742170524000346_ref46 article-title: A review of the discrete choice experiment—with emphasis on its application in healthcare publication-title: Health Economic Papers – volume: 86 start-page: 467 year: 2009 ident: S1742170524000346_ref76 article-title: Methodological aspects of choice experiments in relation to publication-title: Ethics – ident: S1742170524000346_ref73 doi: 10.1016/j.agsy.2020.102947 – ident: S1742170524000346_ref80 doi: 10.1080/00220388.2014.989996 – ident: S1742170524000346_ref5 doi: 10.46792/fuoyejet.v1i1.25 – ident: S1742170524000346_ref15 doi: 10.2135/cropsci1997.0011183X003700040013x – ident: S1742170524000346_ref25 doi: 10.1126/science.1078710 – ident: S1742170524000346_ref49 doi: 10.1016/j.reseneeco.2014.05.002 – ident: S1742170524000346_ref81 doi: 10.1016/j.jenvman.2017.06.058 – ident: S1742170524000346_ref67 doi: 10.1016/j.ijhm.2020.102568 – ident: S1742170524000346_ref71 doi: 10.1111/1477-9552.12401 – ident: S1742170524000346_ref2 doi: 10.1007/s12571-018-0772-9 – ident: S1742170524000346_ref23 doi: 10.1016/j.cropro.2014.09.001 – ident: S1742170524000346_ref66 doi: 10.1007/s10705-020-10049-x – start-page: 59 volume-title: The water efficient maize for Africa project: Profiteering not philanthropy year: 2017 ident: S1742170524000346_ref8 – ident: S1742170524000346_ref36 doi: 10.1111/cjag.12205 – ident: S1742170524000346_ref33 doi: 10.1007/s12571-015-0511-4 – ident: S1742170524000346_ref18 doi: 10.4314/just.v33i2.2 – volume: 4 start-page: 402 year: 2014 ident: S1742170524000346_ref72 article-title: Participatory on farm evaluation of improved maize varieties in Chilga district of north western Ethiopia publication-title: International Journal of Agriculture and Forestry – ident: S1742170524000346_ref19 doi: 10.1007/s40271-018-0324-6 – ident: S1742170524000346_ref58 – ident: S1742170524000346_ref40 doi: 10.1017/S0014479704002479 – ident: S1742170524000346_ref47 doi: 10.1016/j.foodpol.2013.09.007 – ident: S1742170524000346_ref12 doi: 10.1017/S0014479717000394 – ident: S1742170524000346_ref55 doi: 10.1016/0047-2727(74)90003-6 – ident: S1742170524000346_ref77 doi: 10.1016/j.landusepol.2017.10.001 – ident: S1742170524000346_ref57 doi: 10.1108/14777830810904911 – ident: S1742170524000346_ref3 doi: 10.1016/j.agsy.2013.07.008 – ident: S1742170524000346_ref79 doi: 10.1016/j.worlddev.2014.05.017 – ident: S1742170524000346_ref44 doi: 10.1111/1477-9552.12221 – ident: S1742170524000346_ref29 – ident: S1742170524000346_ref17 doi: 10.1111/j.1467-8489.2009.00469.x – ident: S1742170524000346_ref70 doi: 10.1162/003465398557735 – ident: S1742170524000346_ref34 doi: 10.1111/1477-9552.12416 – ident: S1742170524000346_ref64 doi: 10.1111/1477-9552.12180 – volume-title: Applications of simulation methods in environmental resource economics year: 2005 ident: S1742170524000346_ref74 – ident: S1742170524000346_ref35 doi: 10.1016/j.enpol.2016.02.034 – ident: S1742170524000346_ref48 doi: 10.1016/j.worlddev.2019.104651 – ident: S1742170524000346_ref38 doi: 10.1080/03650340.2013.783204 – ident: S1742170524000346_ref62 doi: 10.2307/44279847 – ident: S1742170524000346_ref51 doi: 10.3844/ajabssp.2011.172.179 – ident: S1742170524000346_ref37 doi: 10.1007/s00267-017-0967-4 |
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| SubjectTerms | Agricultural land Agricultural production Agriculture Climate change Corn Crop diseases Drought Drought resistance Farmers Farms Food security Heterogeneity Households Hunger Logit models Preferences Productivity Research Paper Technology adoption Willingness to pay |
| Title | Farmer preferences for adopting drought-tolerant maize varieties: evidence from a choice experiment in Nigeria |
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