Explain pilot test to generate the variance estimate, Operation Management

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If a pilot test revealed 45% perceived poor service quality, and we decide the interval range is + 10 percent with a 95% confidence level, what is the calculated sample size to confirm or not the findings from the pilot test previously applied to firm's customers? 1.2. If we have no pilot test to generate the variance estimate, what would be the sample size to be calculated in this case?

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