Final answer:
The z-score for a raw score of 166, with a mean of 175 and a standard deviation of 30, is -0.3. This indicates that the score is 0.3 standard deviations below the mean.
Step-by-step explanation:
To calculate the z-score for a raw score of 166, when the population mean is 175 and the standard deviation is 30, we use the formula z = (X - μ) / σ, where X is the raw score, μ is the mean, and σ is the standard deviation.
Using the provided values, the calculation is as follows:
z = (166 - 175) / 30
z = -9 / 30
z = -0.3
Therefore, the z-score for a raw score of 166 is -0.3. This means that the score is 0.3 standard deviations below the mean.