This study examines the impacts of mobile information technology adoption on agrochemical expenditures, using data collected from 551 wheat farmers in China. Unlike previous studies that analyze a homogeneous relationship between the adoption of information technologies and farm input use, in this study, an instrumental variable quantile regression approach is utilized to capture the heterogeneous impacts of smartphone use on pesticide and fertilizer expenditures. Findings reveal that smartphone use affects pesticide and fertilizer expenditures heterogeneously, and its impacts on pesticide expenditure are larger than those on fertilizer expenditure. Specifically, at the lowest 20th quantile, smartphone use significantly increases pesticide ...
With the development of Internet information technology and portable mobile terminals, a new agricul...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
This study examines the impacts of mobile information technology adoption on agrochemical expenditur...
This study examines the impacts of mobile information technology adoption on agrochemical expenditur...
Smartphones are increasingly used in rural areas and have become indispensable new farming tools in ...
This study examines the impact of smartphone-based information acquisition on crop yields, net retur...
Relatively little is known about the association between Internet use and environmentally-friendly a...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
Relatively little is known about the association between Internet use and environmentally-friendly a...
Relatively little is known about the association between Internet use and environ-mentally-friendly ...
Relatively little is known about the association between Internet use and agricultural innovation ad...
There is a steady increase in smartphone apps available to improve farmers' decision making with res...
Information and Communication Technology (ICT) such as the world-wide application of mobile phones a...
Although chemical pesticide use has increased agricultural productivity, it has caused adverse effec...
With the development of Internet information technology and portable mobile terminals, a new agricul...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
This study examines the impacts of mobile information technology adoption on agrochemical expenditur...
This study examines the impacts of mobile information technology adoption on agrochemical expenditur...
Smartphones are increasingly used in rural areas and have become indispensable new farming tools in ...
This study examines the impact of smartphone-based information acquisition on crop yields, net retur...
Relatively little is known about the association between Internet use and environmentally-friendly a...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
Relatively little is known about the association between Internet use and environmentally-friendly a...
Relatively little is known about the association between Internet use and environ-mentally-friendly ...
Relatively little is known about the association between Internet use and agricultural innovation ad...
There is a steady increase in smartphone apps available to improve farmers' decision making with res...
Information and Communication Technology (ICT) such as the world-wide application of mobile phones a...
Although chemical pesticide use has increased agricultural productivity, it has caused adverse effec...
With the development of Internet information technology and portable mobile terminals, a new agricul...
The diffusion of mobile information and communication technologies (ICTs) has important implications...
The diffusion of mobile information and communication technologies (ICTs) has important implications...