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What inference can be drawn about the relationship between advertising spend and

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Question: What inference can be drawn about the relationship between advertising spend and sales from the mixed graph?

Options:

  1. Higher advertising spend directly leads to higher sales.
  2. There is no correlation between advertising spend and sales.
  3. Sales increased despite a decrease in advertising spend.
  4. Advertising spend has a delayed effect on sales.

Correct Answer: Advertising spend has a delayed effect on sales.

Solution: 

The graph shows that sales increased even when advertising spend decreased, indicating a delayed effect.

What inference can be drawn about the relationship between advertising spend and

Practice Questions

Q1
What inference can be drawn about the relationship between advertising spend and sales from the mixed graph?
  1. Higher advertising spend directly leads to higher sales.
  2. There is no correlation between advertising spend and sales.
  3. Sales increased despite a decrease in advertising spend.
  4. Advertising spend has a delayed effect on sales.

Questions & Step-by-Step Solutions

What inference can be drawn about the relationship between advertising spend and sales from the mixed graph?
  • Step 1: Look at the graph to see how advertising spend changes over time.
  • Step 2: Observe how sales change in relation to the advertising spend.
  • Step 3: Notice that there are times when advertising spend goes down.
  • Step 4: Check if sales still go up even when advertising spend decreases.
  • Step 5: Conclude that there is a delayed effect, meaning sales can increase after advertising spend has decreased.
  • Correlation vs. Causation – Understanding that a correlation between two variables does not imply that one causes the other.
  • Delayed Effects in Marketing – Recognizing that the impact of advertising on sales may not be immediate and can manifest over time.
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