The current paper seeks to build a theoretical explanation to understand why many central banks failed to reduce inflation variability despite having the desire. The result proves that central bank's preferences are a necessary condition but not sufficient to guarantee lower inflation variability. The structure of the economy and the types of the shocks are significant factors.
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