The purpose of the study is to examine the relationships of concurrency and performance in application software development. The subjects are from software development teams with 3 to 10 members. We send 450 questionnaires to the teams of samples, and receive 107 data. The results indicate that concurrency are positively associated with performance, and the relationships between concurrency and performance are moderated by requirements certainty and difficulty of objects.