1. A system comprising: at least one first computer; a second computer; and an analysis computer coupled to the at least one first computer and the second computer, wherein the analysis computer is configured to: (A) store configuration change history indicating configuration changes of the at least one first computer; (B) store application invocation history indicating invocation results of a first application executed by the at least one first computer; (C) identify a certain configuration change of the second computer and a certain invocation result of the first application executed by the second computer; (D) perform at least one of (1) causal configuration change analysis or (2) fixing configuration change analysis as follows: (1) as the causal configuration change analysis, calculate a rate of failure of invocation of application regarding the certain configuration change for the certain invocation result, based on: (1-1) at least one configuration change of the at least one first computer, which at least has a same configuration item as the certain configuration change, and (1-2) at least one invocation failure of the first application executed by the at least one first computer, after occurrence of the at least one configuration change of the at least one first computer, wherein the rate of failure of invocation of application is calculated based on a ratio of a number of computers that have applications which failed at invocation after the configuration change to a total number of computers related to the configuration change; (2) as the fixing configuration change analysis, calculate a rate of fixing of application regarding the certain configuration change for the certain invocation result, based on: (2-1) at least one configuration change of the at least one first computer, which at least has a same configuration item as the certain configuration change, and (2-2) at least one invocation success of the first application executed by the at least one first computer, after occurrence of the at least one configuration change of the at least one first computer, wherein the rate of fixing of application is calculated based on a ratio of a number of computers that have applications which succeeded at invocation after the configuration change to a total number of computers related to the configuration change; and (E) display the rate of failure of invocation of application or the rate of fixing of application regarding the certain configuration change for the certain invocation result.