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Agricultural technology adoption, commercialization and smallholder rice farmers’ welfare in rural Nigeria

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TLDR
In this article, the authors assessed the determinants of intensity of adoption of IRVs and the effect of market participation on farmers' welfare in Nigeria using the Tobit and Heckman two-stage models, respectively.
Abstract
This study assessed the determinants of intensity of adoption of Improved Rice Varieties (IRVs) and the effect of market participation on farmers’ welfare in Nigeria using the Tobit and Heckman two-stage models, respectively. The sample consists of cross-sectional data of 600 rice farmers selected randomly from three notable rice producing States in Nigeria. The variables that positively and significantly influenced the intensity of IRVs adoption include income from rice production, membership of a farmers’ organization, and the distance to the nearest sources of seed, cost of seed, yield and level of training. Gender of household head, access to improved seed, years of formal education, and average rice yield were those variables that are positive and statistically significant in increasing the probability that a farmer would participate in the market. The result further suggests that any increase in the farmers’ welfare is conditional on the probability of the farmer participating in the rice output markets. In addition, higher yield, income from rice production, gender of household head, and years of formal education are the variables that are positive and statistically significant in determining households’ welfare. Therefore, it is recommended that formation of associations among the rural farmers should be encouraged. Access to seed and information about the IRVs are also essential to increase the intensity of its adoption. Programmes to improve contact with extension agents, increased access to credit, raising educational background and increasing the area devoted to cultivating IRVs are the factors to be promoted in order to increase market participation and hence improve the welfare of rural households.

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Journal ArticleDOI

Adoption of improved maize variety among farm households in the northern region of Ghana

TL;DR: In this paper, the determinants of adoption of improved maize variety (IMV) among farmers in the northern region of Ghana and subsequently assess the factors influencing the intensity of adoption.
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Adoption behavior of green control techniques by family farms in China: Evidence from 676 family farms in Huang-huai-hai Plain

TL;DR: To develop the GCTs successfully, the Chinese government should improve the effects of technique training, ameliorate financing environment, focus on publicity and guidance, establish and improve the system of education and training for family farmers, and strengthen the team concerning the extended construction of grassroots technique.
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Adoption of agrochemical management practices among smallholder cocoa farmers in Ghana

TL;DR: In this paper, the authors explored smallholder cocoa farmers' adoption decisions of agrochemical inputs in the Ghanaian cocoa industry using farm-level data collected from a sample of 838 farm households in four cocoa producing regions.
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Research on the use of digital finance and the adoption of green control techniques by family farms in China

TL;DR: Wang et al. as mentioned in this paper investigated the influence and mechanism of digital finance on the adoption of green control techniques in family farms and addressed possible endogeneity problems with the help of the instrumental variable method.
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Welfare impact of pesticides management practices among smallholder cocoa farmers in Ghana

TL;DR: In this article, the authors identified the factors influencing farmers' choice of the combination options of pesticides management practices using cross-sectional data randomly collected from 838 cocoa farm households and found that farmers' decision to adopt insecticides only, fungicides only or a combination of the two is influenced by different socioeconomic, farm-specific and institutional factors as well as farmers' perception about incidence of pests and diseases on their farms.
References
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Book

Econometric Analysis of Cross Section and Panel Data

TL;DR: This is the essential companion to Jeffrey Wooldridge's widely-used graduate text Econometric Analysis of Cross Section and Panel Data (MIT Press, 2001).
Journal ArticleDOI

Sample Selection Bias as a Specification Error

James J. Heckman
- 01 Jan 1979 - 
TL;DR: In this article, the bias that results from using non-randomly selected samples to estimate behavioral relationships as an ordinary specification error or "omitted variables" bias is discussed, and the asymptotic distribution of the estimator is derived.
Book

Rural Livelihoods and Diversity in Developing Countries

Frank Ellis
TL;DR: In this paper, the authors present a framework for livelihoods analysis in rural Tanzania based on a case-study in Rural Tanzania, focusing on the gender and rural living conditions.
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