M. Khanna, Sequential adoption of site-specific technologies and its implications fornitrogen productivity: A double selectivity model, AM J AGR EC, 83(1), 2001, pp. 35-51
This paper analyzes the sequential decision to adopt two site-specific tech
nologies, soil testing and variable rate technology, and the impact of adop
tion on nitrogen productivity. The results indicate that while farm locatio
n was a key variable influencing adoption of soil testing, farm size, human
capital, and innovativeness of farmers had a significant impact on adoptio
n of variable rate technology in four Midwestern states. A double selectivi
ty model applied to correct for sample selection bias shows that adoption l
eads to significant gains in nitrogen productivity for farms with below ave
rage soil quality but statistically insignificant gains for farms with abov
e average soil quality.