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91Ó°ÊÓ

In 2017 the Pew Research Center asked young adults aged 18 to 29 about their media habits. When asked, "What is the primary way you watch television?" \(61 \%\) said online streaming service, \(31 \%\) said cable/satellite subscription, and 5\% said digital antenna. Suppose the Pew Research Center polled another sample of 2500 young adults from this age group and the percentages were the same as those in 2017 . a. How many would say online streaming services? b. How many would say cable/satellite subscription? c. How many would say cable/satellite subseription or digital antenna? d. Are the responses "online streaming service," "cable/satellite subscription," and "digital antenna" mutually exclusive? Why or why not?

Short Answer

Expert verified
a. 1525 would say online streaming services. b. 775 would say cable/satellite subscription. c. 900 would say cable/satellite subscription or digital antenna. d. Yes, the responses are mutually exclusive because a single person cannot use more than one primary medium to watch television.

Step by step solution

01

Calculate the number for online streaming services

Apply the given percentage (61%) to the total number of young adults (2500) by multiplying them. Use equation: \(Number = Percentage * Total\).
02

Calculate the number for cable/satellite subscription

Apply the given percentage (31%) to the total number of young adults (2500) by multiplying them. Use the same equation from Step 1.
03

Calculate the total number for cable/satellite subscription or digital antenna

First, calculate the number of young adults using digital antenna by applying the given percentage (5%) to the total number (2500). Then, add this result to the number of young adults using cable/satellite subscription obtained in Step 2.
04

Determine whether the responses are mutually exclusive

The responses are mutually exclusive if there is no overlap among the answers given by the young adults. In other words, a single young adult cannot both use online streaming services and cable/satellite subscription or digital antenna at the same time as their primary mean of watching television.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Sampling and Data Collection
Understanding how data is collected is crucial in statistics, as it influences the conclusions we draw from it. Sampling involves selecting a subset of individuals from a larger population to estimate characteristics of the whole group. In the exercise provided by the Pew Research Center, the process likely involved a structured method to ensure the sample was representative of all young adults aged 18 to 29 regarding their media habits.

When collecting data, it's important for the method of sampling to minimize bias and maximize accuracy. For this survey about television-watching habits, a simple random sample might have been used, where every individual in the target population has an equal chance of being selected. This method helps to obtain a clear picture of the population's preferences without overrepresenting or underrepresenting any particular group.

Other methods include stratified sampling, which involves dividing the population into subgroups and then randomly sampling from each subgroup, or cluster sampling, where the population is divided into clusters, and some clusters are randomly selected for a full survey.
Percentages in Statistics
Percentages play a pivotal role in statistics as they provide a way to express proportions in a standardized way, making it simple to compare different groups. In the context of the Pew Research Center's findings on media habits, percentages communicate the proportion of young adults who prefer different television-watching methods.

To compute the number of individuals corresponding to the given percentages from a sample of 2500, the following formula is used: \( Number = (Percentage / 100) \times Total \). For example, to find how many prefer online streaming services, one calculates \( 0.61 \times 2500 \), yielding 1525 individuals.

This simple conversion from percentages to actual numbers is particularly useful when making decisions or analyzing trends, as it provides a concrete count of individuals in each category, which can then be further analyzed for patterns or anomalies.
Mutually Exclusive Events
In probability and statistics, mutually exclusive events are scenarios that cannot both occur at the same time. When applied to survey responses, if choices are mutually exclusive, a respondent can select only one option, and the selection of one option excludes the possibility of any other.

With respect to our exercise, since the question asks about the 'primary way' to watch television, it implies that a young adult chooses only one main method. This makes the options of online streaming, cable/satellite subscription, and digital antenna mutually exclusive events in the context of primary television-watching habits. Understanding this concept is vital as it affects the interpretation of data and the calculation of probabilities. For multiple events that aren't mutually exclusive, a respondent could select more than one, complicating the analysis as one would then need to consider the overlap between the groups.

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