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Knowledge collaboration effects (KCE) can improve the efficiency of knowledge flow and knowledge sharing, and it is also an important way to generate value-added knowledge. Based on knowledge alliances (KAs) as the research object and exploratory and confirmatory analysis as the research method, this paper constructs the influencing factor system of KCE in KAs and judges on what degree of influence the factors have on KCE. The research result shows KCE in KAs are influenced by willingness to cooperate, learning abilities, knowledge attributes and knowledge activities. Some relevant suggestions are presented based on the study conclusion. [ABSTRACT FROM AUTHOR]