Analysis on Influencing Factors of Technology Supply and Demand Transactions Based on Logit Model
Considering technology suppliers and patents as a whole,and whether the supply and demand organizations transact through a certain patent as an explanatory variable,the influence of technology features,organizational strength features and multidimensional proximity relationship features between supply and demand organizations on technology transactions are systematically studied.The empirical study of patent data in the field of fuel cells based on Logit model finds that:(1)The accuracy of the Logit model established by considering three-dimensional features is as high as 83.3%for the prediction of deal formation.(2)Technology features,organizational strength features,and multidimensional proximity features all have a significant positive effect on technology transactions.(3)Multidimensional proximity features promote technology transactions to a much higher degree than other dimensional features,and trust between supply and demand organizations is a key factor in transaction formation.Finally,countermeasures are proposed in terms of establishing a high-quality technology supply and demand database,a technology transaction trust system,a technology transaction network and a transaction recommendation mechanism.
multidimensional proximitytechnological characteristicstechnology supply and demand transactionsLogit model
万方数据
维普
