Math Problem Statement

In May 2022, 1 , 200 1,200 people were randomly polled in a district with an expected voter turnout of 80 , 000 80,000. The poll estimated that 45 % 45% of the voters in the district who turn out on election day would vote for the independent candidate, with an associated margin of error of 3.5 % 3.5%. Which of the following is a likely value for the total number of voters in that district who vote for the independent candidate?

Solution

To determine a likely value for the number of voters who will support the independent candidate, we need to consider the given information:

  • Total expected voter turnout: 80,000
  • Estimated percentage for the independent candidate: 45%
  • Margin of error: ±3.5%

Step-by-Step Solution

  1. Calculate the estimated number of voters:

Estimated Number of Voters=80,000×0.45=36,000\text{Estimated Number of Voters} = 80,000 \times 0.45 = 36,000

  1. Determine the range of likely values using the margin of error:

The margin of error is ±3.5%, which means the actual percentage could be as low as 45%3.5%=41.5%45\% - 3.5\% = 41.5\% or as high as 45%+3.5%=48.5%45\% + 3.5\% = 48.5\%.

  1. Calculate the number of voters corresponding to these percentages:
  • Lower bound:
    80,000×0.415=33,20080,000 \times 0.415 = 33,200

  • Upper bound:
    80,000×0.485=38,80080,000 \times 0.485 = 38,800

Final Answer

A likely value for the total number of voters in the district who will vote for the independent candidate would fall between 33,200 and 38,800.

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Relative Questions:

  1. How is the margin of error calculated for polls?
  2. What impact does sample size have on the margin of error?
  3. How can we determine confidence intervals for voter turnout estimates?
  4. What is the probability that the actual percentage falls outside the margin of error?
  5. How does changing the total voter turnout affect these calculations?

Tip: Understanding the margin of error is crucial in interpreting poll results accurately. It represents the range within which the true value is expected to fall with a certain confidence level, typically 95%.

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Math Problem Analysis

Mathematical Concepts

Statistics
Polling
Margin of Error
Percentages

Formulas

Estimated Number of Voters = Total Voter Turnout × Estimated Percentage
Lower Bound = Total Voter Turnout × (Estimated Percentage - Margin of Error)
Upper Bound = Total Voter Turnout × (Estimated Percentage + Margin of Error)

Theorems

Margin of Error in Polling

Suitable Grade Level

Grades 10-12