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Multiple peer effects in the diffusion of innovations on social networks: a simulation study

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成果类型:
期刊论文
作者:
Xiong, Hang;Puqing, Wang;Bobashev, Georgiy V.
通讯作者:
Hang Xiong
作者机构:
[Xiong, Hang] Agricultural Economics and Policy Group, ETH Zurich, Zurich, Switzerland
[Puqing, Wang] School of Economics and Management, Wuhan Polytechnic University, Wuhan, China
[Bobashev, Georgiy V.] Center for Data Science, RTI International, Durham, USA
通讯机构:
[Hang Xiong] A
Agricultural Economics and Policy Group, ETH Zurich, Zurich, Switzerland
语种:
英文
关键词:
Peer effects;Innovation diffusion;Social network;Agent-based simulation
期刊:
Journal of Innovation and Entrepreneurship
ISSN:
2192-5372
年:
2015
卷:
7
期:
1
页码:
1-18
机构署名:
本校为第一机构
院系归属:
经济学院
摘要:
Peer effects in innovation adoption decisions have been extensively studied. However, the underlying mechanisms of peer effects are generally not explicitly accounted for. Gaps in this knowledge could lead to misestimation of peer effects and inefficient interventions. This study examined the role of two mechanisms—sharing experiences (namely, experience effect) and externalities—in the adoption of an agricultural innovation. By referring to the diffusion process of a new crop in Chinese villages, we developed a simulation model that incorpor...

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