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When spending large amounts to purchase advertising time, companies want to know what audience they'll reach. In January \(2011,\) a poll by The Hollywood Reporter asked randomly selected American adults whether they planned to watch the upcoming Super Bowl. Men and women were asked separately whether they were looking forward more to the football game or to watching the commercials. Among the men, who planned on watching, \(70 \%\) were watching for the game. Among women, \(60 \%\) were looking forward primarily to the game. a) Was this a stratified sample or a blocked experiment? Explain. b) Was the design of the study appropriate for the advertisers' questions?

Short Answer

Expert verified
a) Stratified sample. b) Yes, it appropriately addresses advertisers' questions through subgroup analysis.

Step by step solution

01

Understanding the Study Design

First, we need to recognize how the data was collected. The survey asked separately to men and women about their preference during the Super Bowl, either watching for the game or the commercials. Since these groups (men and women) were separately surveyed, this can be seen as breaking the audience into different subgroups.
02

Defining Stratified Sampling

A stratified sample involves dividing the population into groups called "strata" and then taking a random sample from each subgroup. The idea is to ensure representation of all subgroups within the total sample.
03

Defining Blocked Experiment

A blocked experiment is used when testing different treatments, separating subjects based on some characteristic (the block) to ensure that this characteristic doesn't affect the result of the treatment. It's more commonly used in experimental setups rather than surveys.
04

Identifying Study Approach (a)

This study's method aligns with stratified sampling. The respondents were divided into two strata based on gender, and each group was queried separately to ensure the views of different genders on the Super Bowl preferences were captured uniquely.
05

Evaluating the Study's Design (b)

The poll aimed to investigate what aspects of the Super Bowl were more attractive to its viewers, broken down by gender. This provides valuable insight into audience preferences for advertisers, suggesting they can tailor their content or focus based on gendered interests.
06

Concluding Appropriateness for Advertisers

The study design is appropriate since stratified sampling ensures a representative view of each gender's preferences, allowing advertisers to plan their marketing strategies based on known audience segments.

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Key Concepts

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

Stratified Sampling
Stratified sampling is a method in survey design where the population is divided into specific subgroups, often called 'strata.' Each stratum is then sampled independently. This approach ensures that every subgroup is adequately represented in the final sample. For example, if a company wants to understand both men's and women's preferences, these groups would be the strata. The survey would gather information from both groups separately. This is helpful in acquiring diverse viewpoints and getting insights that are specifically tailored to the characteristics of each subgroup.

In the context of the Super Bowl study, men and women were surveyed separately to understand their different interests: the game or the commercials. This ensures that the results reflect the true preferences across these distinct segments of the population. Stratified sampling is crucial when demographic differences can significantly influence opinions, making it a valuable tool in survey design.
Blocked Experiment
Blocked experiments are typically used in research where it is important to control for certain variables to prevent them from affecting the outcome. The subjects are divided into 'blocks' based on these controlled variables. Each block receives different treatments, allowing researchers to discern the treatment effect across blocks without interference from the blocking variable.

The method is particularly useful when testing new products or processes. While this technique is great for experiments, it differs from stratified sampling because it is less about ensuring representation in survey responses and more about controlling variables in a structured experiment. In the Super Bowl advertising study, the design was not a blocked experiment because the focus was on collecting opinion data, not on testing different treatments across blocks.
Advertising Research
Advertising research focuses on understanding the preferences and opinions of potential audiences to create effective marketing campaigns. One common method is conducting surveys to gather data about audience preferences, as seen in the Super Bowl viewer study. This information helps advertisers tailor their messages to different audience segments, adopting a strategy that resonates most effectively with each group.

For example, knowing that a significant portion of the male audience is primarily interested in the game and not the commercials can influence where and how advertisements are placed. Tailoring the advertising content to what excites different segments ensures higher engagement and return on investment for advertisers.
Marketing Strategy
Creating an effective marketing strategy involves understanding the target audience thoroughly and utilizing this knowledge to achieve the company's goals. Stratified sampling, like in the Super Bowl study, provides a solid foundation by delivering detailed insights into different audience segments, helping marketers develop strategies that cater to these specific tastes and interests.

A well-informed marketing strategy might involve varying advertisements based on gender preferences, as different content can appeal better to different groups. Moreover, incorporating insights from advertising research, marketers can decide the best channels for reaching each target segment, ensuring that the message not only reaches but also resonates with the intended audience. The goal is to optimize the impact of advertising efforts and drive the desired consumer action.

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Most popular questions from this chapter

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