Math Problem Statement
A survey that collected demographic data from respondents asked them to categorize their annual incomes (in thousands of dollars) into the groups in the table to the right. The number of respondents for each income group is also shown in the table.
Complete parts a) and
b).
nbsp nbsp
nbsp Income nbsp Income
nbsp Number of nbsp Number of
nbsp Respondents nbsp Respondents
nbsp $ 20 to under $ 30 nbsp $20 to under $30
6363
nbsp $ 30 to under $ 40 nbsp $30 to under $40
112112
nbsp $ 40 to under $ 50 nbsp $40 to under $50
128128
nbsp $ 50 to under $ 60 nbsp $50 to under $60
2222
nbsp $ 60 to under $ 70 nbsp $60 to under $70
3535
Question content area bottom
Part 1
a) Calculate the approximate average income of the respondents.
The approximate average income of the respondents is
$enter your response here
thousand.
(Round to one decimal place as needed.)
Solution
To calculate the approximate average income of the respondents, we'll use the midpoint of each income group as a representative value for that group. Then, we'll calculate the weighted average based on the number of respondents in each group.
Steps:
-
Determine the midpoint for each income group:
- $20 to under $30 → Midpoint = (thousand dollars)
- $30 to under $40 → Midpoint = (thousand dollars)
- $40 to under $50 → Midpoint = (thousand dollars)
- $50 to under $60 → Midpoint = (thousand dollars)
- $60 to under $70 → Midpoint = (thousand dollars)
-
Multiply the midpoint by the number of respondents in each group:
- 25 × 63 = 1575
- 35 × 112 = 3920
- 45 × 128 = 5760
- 55 × 22 = 1210
- 65 × 35 = 2275
-
Find the total income (sum of the weighted midpoints): (thousand dollars)
-
Find the total number of respondents:
-
Calculate the average income:
Final Answer:
The approximate average income of the respondents is $40.9 thousand.
Would you like further clarification, or should we proceed to part b?
Here are 5 relative questions you may find interesting:
- What if the income groups were smaller or larger?
- How would the average income change if a new group was added?
- What is the difference between mean and median in this context?
- How does the weighted average apply to real-world income distributions?
- Can we predict a respondent's income more accurately using more granular data?
Tip: The midpoint method is a good approximation when dealing with grouped data like income brackets.
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Math Problem Analysis
Mathematical Concepts
Statistics
Averages
Weighted Mean
Formulas
Weighted Average = (Σ (Midpoint × Frequency)) / Σ Frequency
Theorems
Weighted Mean Theorem
Suitable Grade Level
Grades 10-12
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