Final answer:
To find the probability that in the sample fewer than 38% of consumers are choosing to buy from brands they believe are doing social or environmental good, we need to use the normal distribution.Option C is the correct answer.
Step-by-step explanation:
To find the probability that in the sample fewer than 38% of consumers are choosing to buy from brands they believe are doing social or environmental good, we need to use the normal distribution.
The sample proportion is a random variable that follows a normal distribution when the sample size is sufficiently large.
- Convert the given percentage to a z-score using the standard normal distribution table. The formula is z = (p - p') / sqrt((p'*(1-p')) / n), where p is the given percentage, p' is the sample proportion, and n is the sample size.
- Calculate the z-score using the provided values. In this case, p = 38%, p' = 40%, and n = 150.
- Find the probability that the z-score is less than the calculated z-score using the standard normal distribution table. The answer is option (c) 0.3085.