Adoption analysis of agricultural technologies in the semiarid northern Ethiopia: A panel data analysis

Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and create opportunities for market-oriented production. This study investigates technological change in the form of adoption of improved wheat, dr...

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Published inAgricultural and food economics Vol. 9; no. 1; pp. 1 - 16
Main Authors Gebru, Menasbo, Holden, Stein Terje, Alfnes, Frode
Format Journal Article
LanguageEnglish
Published Heidelberg Springer 30.03.2021
Springer Berlin Heidelberg
Springer Nature B.V
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Abstract Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and create opportunities for market-oriented production. This study investigates technological change in the form of adoption of improved wheat, drought-tolerant teff, and cash crops in the semiarid Tigray region in northern Ethiopia. We analyze three rounds of panel data collected from smallholder farms in 2005/2006, 2009/2010, and 2014/2015 with a total sample of 1269 households. Double-hurdle models are used to assess how the likelihood (first hurdle) and intensity of technology adoption (second hurdle) are affected by demographic, weather, and market factors. The results indicate that few smallholders have adopted the new crops; those that have adopted the crops only plant small shares of their land with the new crops, and that there has been only a small increase in adoption over the 10-year period. Furthermore, we found that high population density is positively associated with the adoption of improved wheat, and previous period's rainfall is positively associated with the adoption of drought-tolerant teff. The adoption of cash crops is positively associated with landholding size and access to irrigation. The policy implications of these results are that the government should increase the improved wheat diffusion efforts in less dense population areas, make sure that drought-tolerant teff seed is available and affordable after droughts, and promote irrigation infrastructure for production of cash crops.
AbstractList Abstract Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and create opportunities for market-oriented production. This study investigates technological change in the form of adoption of improved wheat, drought-tolerant teff, and cash crops in the semiarid Tigray region in northern Ethiopia. We analyze three rounds of panel data collected from smallholder farms in 2005/2006, 2009/2010, and 2014/2015 with a total sample of 1269 households. Double-hurdle models are used to assess how the likelihood (first hurdle) and intensity of technology adoption (second hurdle) are affected by demographic, weather, and market factors. The results indicate that few smallholders have adopted the new crops; those that have adopted the crops only plant small shares of their land with the new crops, and that there has been only a small increase in adoption over the 10-year period. Furthermore, we found that high population density is positively associated with the adoption of improved wheat, and previous period’s rainfall is positively associated with the adoption of drought-tolerant teff. The adoption of cash crops is positively associated with landholding size and access to irrigation. The policy implications of these results are that the government should increase the improved wheat diffusion efforts in less dense population areas, make sure that drought-tolerant teff seed is available and affordable after droughts, and promote irrigation infrastructure for production of cash crops.
Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and create opportunities for market-oriented production. This study investigates technological change in the form of adoption of improved wheat, drought-tolerant teff, and cash crops in the semiarid Tigray region in northern Ethiopia. We analyze three rounds of panel data collected from smallholder farms in 2005/2006, 2009/2010, and 2014/2015 with a total sample of 1269 households. Double-hurdle models are used to assess how the likelihood (first hurdle) and intensity of technology adoption (second hurdle) are affected by demographic, weather, and market factors. The results indicate that few smallholders have adopted the new crops; those that have adopted the crops only plant small shares of their land with the new crops, and that there has been only a small increase in adoption over the 10-year period. Furthermore, we found that high population density is positively associated with the adoption of improved wheat, and previous period’s rainfall is positively associated with the adoption of drought-tolerant teff. The adoption of cash crops is positively associated with landholding size and access to irrigation. The policy implications of these results are that the government should increase the improved wheat diffusion efforts in less dense population areas, make sure that drought-tolerant teff seed is available and affordable after droughts, and promote irrigation infrastructure for production of cash crops.
Abstract Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and create opportunities for market-oriented production. This study investigates technological change in the form of adoption of improved wheat, drought-tolerant teff, and cash crops in the semiarid Tigray region in northern Ethiopia. We analyze three rounds of panel data collected from smallholder farms in 2005/2006, 2009/2010, and 2014/2015 with a total sample of 1269 households. Double-hurdle models are used to assess how the likelihood (first hurdle) and intensity of technology adoption (second hurdle) are affected by demographic, weather, and market factors. The results indicate that few smallholders have adopted the new crops; those that have adopted the crops only plant small shares of their land with the new crops, and that there has been only a small increase in adoption over the 10-year period. Furthermore, we found that high population density is positively associated with the adoption of improved wheat, and previous period’s rainfall is positively associated with the adoption of drought-tolerant teff. The adoption of cash crops is positively associated with landholding size and access to irrigation. The policy implications of these results are that the government should increase the improved wheat diffusion efforts in less dense population areas, make sure that drought-tolerant teff seed is available and affordable after droughts, and promote irrigation infrastructure for production of cash crops.
ArticleNumber 12
Author Gebru, Menasbo
Holden, Stein Terje
Alfnes, Frode
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Cites_doi 10.1111/j.1574-0862.2011.00563.x
10.1016/j.worlddev.2014.01.023
10.1093/ajae/aat054
10.4314/acsj.v24i1.14S
10.1016/0304-4076(82)90094-X
10.1111/agec.12124
10.2307/1913646
10.2307/1912352
10.1080/00220380412331322401
10.1016/j.foodpol.2006.07.003
10.5897/JDAE2019.1134
10.1016/j.worlddev.2007.04.005
10.1257/aer.100.1.35
10.1017/S0021859606006459
10.1016/j.fcr.2005.01.007
10.1017/S0014479705003108
10.1016/j.agwat.2009.08.004
10.1146/annurev-resource-083110-115954
10.1093/ajae/aay012
10.1111/j.1574-0862.2009.00414.x
10.1007/s10460-018-9865-5
10.2307/1241687
10.1093/erae/jbw016
10.2139/ssrn.716142
10.1016/j.foodpol.2013.09.012
10.1016/j.agsy.2006.02.002
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The Author(s) 2021. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
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References MatuschkeIMishraRRQaimMAdoption and impact of hybrid wheat in IndiaWorld Dev20073581422143510.1016/j.worlddev.2007.04.005https://doi.org/10.1016/j.worlddev.2007.04.005
BacheweFBerhaneGHirvonenKHoddinottJHoelJTadesseFYohannesYFeed the Future (FtF) of Ethiopia–baseline report 20132014Addis AbabaEthiopia Strategy Support Program and International Food Pol Res Insehttp://essp.ifpri.info/files/2014/12/FTF-baseline-report-FINAL-for-website.pdf
ConleyTGUdryCRLearning about a new technology: pineapple in GhanaAm Econ Rev20101001356910.1257/aer.100.1.35https://doi.org/10.1257/aer.100.1.35
MendolaMAgricultural technology adoption and poverty reduction: a propensity-score matching analysis for rural BangladeshFood Policy200732337239310.1016/j.foodpol.2006.07.003https://doi.org/10.1016/j.foodpol.2006.07.003
ChamberlainGMultivariate regression models for panel dataJ Econ198218154610.1016/0304-4076(82)90094-Xhttps://doi.org/10.3386/t0008
MaXShiGA dynamic adoption model with Bayesian learning: an application to US soybean farmersAgric Econ2015461253810.1111/agec.12124https://doi.org/10.1111/agec.12124
WooldridgeJMEconometric analysis of cross section and panel data: MIT press2010Available at https://pdfs.semanticscholar.org/ac93/a61c65fe3af707f19b7446f48756e4c7bd60.pdf. Accseed 12 June 2018
Minten, B., & Barrett, C. B. (2005) Agricultural technology, productivity, poverty and food security in Madagascar. Productivity, Poverty and Food Security in Madagascar (January 2005). https://ssrn.com/abstract=716142 or https://doi.org/10.2139/ssrn.716142.
HailuaGManjurebKAymutcK-MCrop commercialization and smallholder farmers livelihood in Tigray region, EthiopiaJ Dev Agric Econ201579314322https://doi.org/10.5897/JDAE2019.1134
HoldenSTQuigginJClimate risk and state-contingent technology adoption: shocks, drought tolerance, and preferencesEur Rev Agric Econ2017442285308https://doi.org/10.1093/erae/jbw016
AntleJMEconometric estimation of producers’ risk attitudesAm J Agric Econ198769350952210.2307/1241687https://doi.org/10.2307/1241687
TesfayeSBedadaBMesayYImpact of improved wheat technology adoption on productivity and income in EthiopiaAfr Crop Sci J201624s112713510.4314/acsj.v24i1.14SAvailable at http://www.bioline.org.br/abstract?cs16022. Accessed 20 Jan 2019
DossCRMwangiWVerkuijlHDe GrooteHAdoption of maize and wheat technologies in Eastern Africa: a synthesis of the findings of 22 case studies: CIMMYT2003
MaddalaGSNelsonFSwitching regression models with exogenous and endogenous switching1975
ShiferawBKassieMJaletaMYirgaCAdoption of improved wheat varieties and impacts on household food security in EthiopiaFood Policy20144427228410.1016/j.foodpol.2013.09.012https://doi.org/10.1016/j.foodpol.2013.09.012
KotuBHVerkuijlHMwangiWTannerDAdoption of improved wheat technologies in Adaba and Dodola Woredas of the Bale Highlands, Ethiopia: CIMMYT2000
WubenehNGSandersJFarm-level adoption of sorghum technologies in Tigray, EthiopiaAgric Syst200691112213410.1016/j.agsy.2006.02.002https://doi.org/10.1016/j.agsy.2006.02.002
BezuSKassieGTShiferawBRicker-GilbertJImpact of improved maize adoption on welfare of farm households in Malawi: a panel data analysisWorld Dev20145912013110.1016/j.worlddev.2014.01.023https://doi.org/10.1016/j.worlddev.2014.01.023
Heckman JJ (1979) Sample selection bias as a specification error. Econometrica J Econom Soc:153–161
Mundlak Y (1978) On the pooling of time series and cross section data. Econometrica J Econom Soc:69–85
CaferAMRikoonJSAdoption of new technologies by smallholder farmers: the contributions of extension, research institutes, cooperatives, and access to cash for improving tef production in EthiopiaAgric Hum Values201835368569910.1007/s10460-018-9865-5
Abera HB (2008) Adoption of improved tef and wheat production technologies in crop-livestock mixed systems in northern and western Shewa zones of Ethiopia. University of Pretoria. Ph.D. dissertation http://hdl.handle.net/2263/25364
Belay G, Tefera H, Tadesse B, Metaferia G, Jarra D, Tadesse T (2006) Participatory variety selection in the Ethiopian cereal tef (Eragrostis tef). Exp Agric 42(1) https://doi.org/10.1017/S0014479705003108
PanYSmithSCSulaimanMAgricultural extension and technology adoption for food security: evidence from UgandaAm J Agric Econ201810041012103110.1093/ajae/aay012https://doi.org/10.1093/ajae/aay012
De JanvryASadouletEWorld poverty and the role of agricultural technology: direct and indirect effectsJ Dev Stud200238412610.1080/00220380412331322401https://doi.org/10.1080/00220380412331322401
GebremedhinBJaletaMHoekstraDSmallholders, institutional services, and commercial transformation in EthiopiaAgric Econ200940s177378710.1111/j.1574-0862.2009.00414.xhttps://doi.org/10.1111/j.1574-0862.2009.00414.x
HagosFHoldenSRural household poverty dynamics in northern Ethiopia 1997-2000: analysis of determinants of poverty2003
AmareMAsfawSShiferawBWelfare impacts of maize–pigeonpea intensification in TanzaniaAgric Econ2012431274310.1111/j.1574-0862.2011.00563.xhttps://doi.org/10.1111/j.1574-0862.2011.00563.x
Kelemu K (2017) Determinants of farmers access to information about improved wheat varieties: case of farmers in major wheat growing regions of Ethiopia. Int J Res Agric Sci 4(1)
FirewMMizanAAgidewBTafaJYeshitilaMGetachewTMillionEGetachewAAbdulesemedADaneilMCrop variety registry. Issu NO 19/20162016Addis AbabMinstry of AGrilcture and Natural ResourceAvailable at http://publication.eiar.gov.et:8080/xmlui/bitstream/handle/123456789/2404/CROP%20V. Accessed 2 Feb 2020
Ethiopian Agricultural Transformation AgencyA roadmap towards the transformation of the Ethiopia seed. Seed system development strategy. Vision, systemic challenges, and prioritized interventions. Working strategy document2017Available at http://extwprlegs1.fao.org/docs/pdf/eth172079.pdf. Accessed 24 Jan 2020
LobellDBOrtiz-MonasterioJIAsnerGPMatsonPANaylorRLFalconWPAnalysis of wheat yield and climatic trends in MexicoField Crop Res2005942-325025610.1016/j.fcr.2005.01.007https://doi.org/10.1016/j.fcr.2005.01.007
ZilbermanDZhaoJHeimanAAdoption versus adaptation, with emphasis on climate changeAnn Rev Resour Econ201241275310.1146/annurev-resource-083110-1159541941-1340/12/1010-0027$20.00
DixonJNalleyLKosinaPLa RovereRHellinJAquinoPAdoption and economic impact of improved wheat varieties in the developing worldJ Agric Sci2006144648950210.1017/S0021859606006459https://doi.org/10.1017/S0021859606006459
SpielmanDJKelemworkDAlemuDSeed, fertilizer, and agricultural extension in Ethiopia201284122Available at http://extwprlegs1.fao.org/docs/pdf/eth172079.pdf. Accessed 20 Jan 2020
GebregziabherGNamaraREHoldenSPoverty reduction with irrigation investment: An empirical case study from Tigray, EthiopiaAgric Wat Mang200996121837184310.1016/j.agwat.2009.08.004https://doi.org/10.1016/j.agwat.2009.08.004
GeniusMKoundouriPNaugesCTzouvelekasVInformation transmission in irrigation technology adoption and diffusion: Social learning, extension services, and spatial effectsAm J Agric Econ201496132834410.1093/ajae/aat054https://doi.org/10.1093/ajae/aat054
YuBNin-PrattAFunesJGemessaSACereal production and technology adoption in Ethiopia2011
Wale E, Chianu J (2015) Farmers’ demand for extra yield from improved tef [(Eragrostis tef (Zucc.) Trotter)] varieties in Ethiopia: implications for crop improvement and agricultural extension. J Agric Sci Technol 17(6) http://journals.modares.ac.ir/article-23-5111-en.html
B Gebremedhin (184_CR16) 2009; 40
JM Antle (184_CR3) 1987; 69
184_CR29
F Bachewe (184_CR4) 2014
G Chamberlain (184_CR8) 1982; 18
ST Holden (184_CR21) 2017; 44
G Hailua (184_CR19) 2015; 7
184_CR22
M Genius (184_CR17) 2014; 96
JM Wooldridge (184_CR36) 2010
BH Kotu (184_CR23) 2000
DB Lobell (184_CR24) 2005; 94
184_CR30
M Amare (184_CR2) 2012; 43
B Shiferaw (184_CR32) 2014; 44
G Gebregziabher (184_CR15) 2009; 96
D Zilberman (184_CR39) 2012; 4
TG Conley (184_CR9) 2010; 100
M Firew (184_CR14) 2016
X Ma (184_CR25) 2015; 46
I Matuschke (184_CR27) 2007; 35
Y Pan (184_CR31) 2018; 100
B Yu (184_CR38) 2011
CR Doss (184_CR12) 2003
S Bezu (184_CR6) 2014; 59
GS Maddala (184_CR26) 1975
DJ Spielman (184_CR33) 2012
J Dixon (184_CR11) 2006; 144
S Tesfaye (184_CR34) 2016; 24
AM Cafer (184_CR7) 2018; 35
A De Janvry (184_CR10) 2002; 38
184_CR35
M Mendola (184_CR28) 2007; 32
184_CR20
Ethiopian Agricultural Transformation Agency (184_CR13) 2017
184_CR1
F Hagos (184_CR18) 2003
184_CR5
NG Wubeneh (184_CR37) 2006; 91
References_xml – volume: 43
  start-page: 27
  issue: 1
  year: 2012
  ident: 184_CR2
  publication-title: Agric Econ
  doi: 10.1111/j.1574-0862.2011.00563.x
  contributor:
    fullname: M Amare
– volume: 59
  start-page: 120
  year: 2014
  ident: 184_CR6
  publication-title: World Dev
  doi: 10.1016/j.worlddev.2014.01.023
  contributor:
    fullname: S Bezu
– volume: 96
  start-page: 328
  issue: 1
  year: 2014
  ident: 184_CR17
  publication-title: Am J Agric Econ
  doi: 10.1093/ajae/aat054
  contributor:
    fullname: M Genius
– volume: 24
  start-page: 127
  issue: s1
  year: 2016
  ident: 184_CR34
  publication-title: Afr Crop Sci J
  doi: 10.4314/acsj.v24i1.14S
  contributor:
    fullname: S Tesfaye
– volume: 18
  start-page: 5
  issue: 1
  year: 1982
  ident: 184_CR8
  publication-title: J Econ
  doi: 10.1016/0304-4076(82)90094-X
  contributor:
    fullname: G Chamberlain
– volume: 46
  start-page: 25
  issue: 1
  year: 2015
  ident: 184_CR25
  publication-title: Agric Econ
  doi: 10.1111/agec.12124
  contributor:
    fullname: X Ma
– volume-title: Rural household poverty dynamics in northern Ethiopia 1997-2000: analysis of determinants of poverty
  year: 2003
  ident: 184_CR18
  contributor:
    fullname: F Hagos
– ident: 184_CR30
  doi: 10.2307/1913646
– ident: 184_CR35
– ident: 184_CR20
  doi: 10.2307/1912352
– volume-title: Adoption of improved wheat technologies in Adaba and Dodola Woredas of the Bale Highlands, Ethiopia: CIMMYT
  year: 2000
  ident: 184_CR23
  contributor:
    fullname: BH Kotu
– volume: 38
  start-page: 1
  issue: 4
  year: 2002
  ident: 184_CR10
  publication-title: J Dev Stud
  doi: 10.1080/00220380412331322401
  contributor:
    fullname: A De Janvry
– volume: 32
  start-page: 372
  issue: 3
  year: 2007
  ident: 184_CR28
  publication-title: Food Policy
  doi: 10.1016/j.foodpol.2006.07.003
  contributor:
    fullname: M Mendola
– volume-title: Crop variety registry. Issu NO 19/2016
  year: 2016
  ident: 184_CR14
  contributor:
    fullname: M Firew
– ident: 184_CR22
– volume: 7
  start-page: 314
  issue: 9
  year: 2015
  ident: 184_CR19
  publication-title: J Dev Agric Econ
  doi: 10.5897/JDAE2019.1134
  contributor:
    fullname: G Hailua
– volume-title: Adoption of maize and wheat technologies in Eastern Africa: a synthesis of the findings of 22 case studies: CIMMYT
  year: 2003
  ident: 184_CR12
  contributor:
    fullname: CR Doss
– volume-title: Cereal production and technology adoption in Ethiopia
  year: 2011
  ident: 184_CR38
  contributor:
    fullname: B Yu
– volume: 35
  start-page: 1422
  issue: 8
  year: 2007
  ident: 184_CR27
  publication-title: World Dev
  doi: 10.1016/j.worlddev.2007.04.005
  contributor:
    fullname: I Matuschke
– volume-title: Econometric analysis of cross section and panel data: MIT press
  year: 2010
  ident: 184_CR36
  contributor:
    fullname: JM Wooldridge
– volume-title: A roadmap towards the transformation of the Ethiopia seed. Seed system development strategy. Vision, systemic challenges, and prioritized interventions. Working strategy document
  year: 2017
  ident: 184_CR13
  contributor:
    fullname: Ethiopian Agricultural Transformation Agency
– volume-title: Switching regression models with exogenous and endogenous switching
  year: 1975
  ident: 184_CR26
  contributor:
    fullname: GS Maddala
– volume: 100
  start-page: 35
  issue: 1
  year: 2010
  ident: 184_CR9
  publication-title: Am Econ Rev
  doi: 10.1257/aer.100.1.35
  contributor:
    fullname: TG Conley
– volume: 144
  start-page: 489
  issue: 6
  year: 2006
  ident: 184_CR11
  publication-title: J Agric Sci
  doi: 10.1017/S0021859606006459
  contributor:
    fullname: J Dixon
– volume: 94
  start-page: 250
  issue: 2-3
  year: 2005
  ident: 184_CR24
  publication-title: Field Crop Res
  doi: 10.1016/j.fcr.2005.01.007
  contributor:
    fullname: DB Lobell
– ident: 184_CR5
  doi: 10.1017/S0014479705003108
– volume: 96
  start-page: 1837
  issue: 12
  year: 2009
  ident: 184_CR15
  publication-title: Agric Wat Mang
  doi: 10.1016/j.agwat.2009.08.004
  contributor:
    fullname: G Gebregziabher
– volume: 4
  start-page: 27
  issue: 1
  year: 2012
  ident: 184_CR39
  publication-title: Ann Rev Resour Econ
  doi: 10.1146/annurev-resource-083110-115954
  contributor:
    fullname: D Zilberman
– volume: 100
  start-page: 1012
  issue: 4
  year: 2018
  ident: 184_CR31
  publication-title: Am J Agric Econ
  doi: 10.1093/ajae/aay012
  contributor:
    fullname: Y Pan
– volume: 40
  start-page: 773
  issue: s1
  year: 2009
  ident: 184_CR16
  publication-title: Agric Econ
  doi: 10.1111/j.1574-0862.2009.00414.x
  contributor:
    fullname: B Gebremedhin
– volume-title: Feed the Future (FtF) of Ethiopia–baseline report 2013
  year: 2014
  ident: 184_CR4
  contributor:
    fullname: F Bachewe
– volume: 35
  start-page: 685
  issue: 3
  year: 2018
  ident: 184_CR7
  publication-title: Agric Hum Values
  doi: 10.1007/s10460-018-9865-5
  contributor:
    fullname: AM Cafer
– ident: 184_CR1
– volume: 69
  start-page: 509
  issue: 3
  year: 1987
  ident: 184_CR3
  publication-title: Am J Agric Econ
  doi: 10.2307/1241687
  contributor:
    fullname: JM Antle
– volume: 44
  start-page: 285
  issue: 2
  year: 2017
  ident: 184_CR21
  publication-title: Eur Rev Agric Econ
  doi: 10.1093/erae/jbw016
  contributor:
    fullname: ST Holden
– ident: 184_CR29
  doi: 10.2139/ssrn.716142
– volume: 44
  start-page: 272
  year: 2014
  ident: 184_CR32
  publication-title: Food Policy
  doi: 10.1016/j.foodpol.2013.09.012
  contributor:
    fullname: B Shiferaw
– start-page: 84
  volume-title: Seed, fertilizer, and agricultural extension in Ethiopia
  year: 2012
  ident: 184_CR33
  contributor:
    fullname: DJ Spielman
– volume: 91
  start-page: 122
  issue: 1
  year: 2006
  ident: 184_CR37
  publication-title: Agric Syst
  doi: 10.1016/j.agsy.2006.02.002
  contributor:
    fullname: NG Wubeneh
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Snippet Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing population, and...
Abstract Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing...
Abstract Agricultural technology change is required in developing countries to increase the robustness to climate-related variability, feed a growing...
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SubjectTerms Agricultural Economics
Agricultural production
Agricultural technology
Agriculture
Cash crops
Climate risk
Crop production
Crops
Data analysis
Developing countries
Double-hurdle
Drought
Drought resistance
Economics
Economics and Finance
Farms
Households
Irrigation
LDCs
Longitudinal studies
New crop varieties
Northern Ethiopia
Population density
Rain
Rainfall
Semiarid areas
Small farms
Technological change
Technology adoption
Technology assessment
Technology utilization
Weather
Wheat
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Title Adoption analysis of agricultural technologies in the semiarid northern Ethiopia: A panel data analysis
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