Is it immoral to believe in anecdotal "answered prayer?"

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The qualitative difference is in relationship. If you believe in a "relationship God" as opposed to a "random blessing God," it might not seem so unnatural to expect good things to happen when you jump through the correct hoops (whatever they may be -- maybe praying for xyz) that result in relationship with God.