Smallholder farmers face many constraints that impede them to derive benefits from market participation. This study assessed factors that influence output side commercialization decision and level of commercialization of red bean crop in Shalla Districts, Oromia Regional State, Ethiopia. In this study multi stage sampling techniques were employed to select 150 bean producers from five sample kebeles in the study area. Both descriptive and econometric methods were used to analyze the data. Heckman’s two step sample selection model was applied to analyze factors determining commercialization decision and level of commercialization in the bean market. The first-stage probit model estimation results revealed that age of household head, years of schooling, membership cooperative, family size, off-farm activities and active labor affected probability of market participation. Second-stage Heckman selection estimation indicated that age of household head, family size, farm size and years of schooling significantly determined volume of red bean supply. The results also showed that most of the factors determining decision of participation in red bean farm also determine level of participation, suggesting that the two decisions were made simultaneously by red bean producers. Finally, stakeholders should be designing appropriate policies, creating better credit services and agricultural extension services to households, advancing market infrastructure and delivering of marketing incentives to smallholder farmers which would encourage the farmers to participate in the food market.
Published in | Agriculture, Forestry and Fisheries (Volume 9, Issue 6) |
DOI | 10.11648/j.aff.20200906.11 |
Page(s) | 153-162 |
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This is an Open Access article, distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution and reproduction in any medium or format, provided the original work is properly cited. |
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Copyright © The Author(s), 2020. Published by Science Publishing Group |
Heckman’s Two Step, Red Bean, Smallholder, Commercialization, Market Participation
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APA Style
Bahilu Ejeta, Daniel Masresha. (2020). Determinants of Red Bean Commercialization by Smallholder Farmers in Shalla Districts, Oromia Regional State, Ethiopia. Agriculture, Forestry and Fisheries, 9(6), 153-162. https://doi.org/10.11648/j.aff.20200906.11
ACS Style
Bahilu Ejeta; Daniel Masresha. Determinants of Red Bean Commercialization by Smallholder Farmers in Shalla Districts, Oromia Regional State, Ethiopia. Agric. For. Fish. 2020, 9(6), 153-162. doi: 10.11648/j.aff.20200906.11
AMA Style
Bahilu Ejeta, Daniel Masresha. Determinants of Red Bean Commercialization by Smallholder Farmers in Shalla Districts, Oromia Regional State, Ethiopia. Agric For Fish. 2020;9(6):153-162. doi: 10.11648/j.aff.20200906.11
@article{10.11648/j.aff.20200906.11, author = {Bahilu Ejeta and Daniel Masresha}, title = {Determinants of Red Bean Commercialization by Smallholder Farmers in Shalla Districts, Oromia Regional State, Ethiopia}, journal = {Agriculture, Forestry and Fisheries}, volume = {9}, number = {6}, pages = {153-162}, doi = {10.11648/j.aff.20200906.11}, url = {https://doi.org/10.11648/j.aff.20200906.11}, eprint = {https://article.sciencepublishinggroup.com/pdf/10.11648.j.aff.20200906.11}, abstract = {Smallholder farmers face many constraints that impede them to derive benefits from market participation. This study assessed factors that influence output side commercialization decision and level of commercialization of red bean crop in Shalla Districts, Oromia Regional State, Ethiopia. In this study multi stage sampling techniques were employed to select 150 bean producers from five sample kebeles in the study area. Both descriptive and econometric methods were used to analyze the data. Heckman’s two step sample selection model was applied to analyze factors determining commercialization decision and level of commercialization in the bean market. The first-stage probit model estimation results revealed that age of household head, years of schooling, membership cooperative, family size, off-farm activities and active labor affected probability of market participation. Second-stage Heckman selection estimation indicated that age of household head, family size, farm size and years of schooling significantly determined volume of red bean supply. The results also showed that most of the factors determining decision of participation in red bean farm also determine level of participation, suggesting that the two decisions were made simultaneously by red bean producers. Finally, stakeholders should be designing appropriate policies, creating better credit services and agricultural extension services to households, advancing market infrastructure and delivering of marketing incentives to smallholder farmers which would encourage the farmers to participate in the food market.}, year = {2020} }
TY - JOUR T1 - Determinants of Red Bean Commercialization by Smallholder Farmers in Shalla Districts, Oromia Regional State, Ethiopia AU - Bahilu Ejeta AU - Daniel Masresha Y1 - 2020/10/30 PY - 2020 N1 - https://doi.org/10.11648/j.aff.20200906.11 DO - 10.11648/j.aff.20200906.11 T2 - Agriculture, Forestry and Fisheries JF - Agriculture, Forestry and Fisheries JO - Agriculture, Forestry and Fisheries SP - 153 EP - 162 PB - Science Publishing Group SN - 2328-5648 UR - https://doi.org/10.11648/j.aff.20200906.11 AB - Smallholder farmers face many constraints that impede them to derive benefits from market participation. This study assessed factors that influence output side commercialization decision and level of commercialization of red bean crop in Shalla Districts, Oromia Regional State, Ethiopia. In this study multi stage sampling techniques were employed to select 150 bean producers from five sample kebeles in the study area. Both descriptive and econometric methods were used to analyze the data. Heckman’s two step sample selection model was applied to analyze factors determining commercialization decision and level of commercialization in the bean market. The first-stage probit model estimation results revealed that age of household head, years of schooling, membership cooperative, family size, off-farm activities and active labor affected probability of market participation. Second-stage Heckman selection estimation indicated that age of household head, family size, farm size and years of schooling significantly determined volume of red bean supply. The results also showed that most of the factors determining decision of participation in red bean farm also determine level of participation, suggesting that the two decisions were made simultaneously by red bean producers. Finally, stakeholders should be designing appropriate policies, creating better credit services and agricultural extension services to households, advancing market infrastructure and delivering of marketing incentives to smallholder farmers which would encourage the farmers to participate in the food market. VL - 9 IS - 6 ER -