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:

  1. Determine the midpoint for each income group:

    • $20 to under $30 → Midpoint = 20+302=25\frac{20 + 30}{2} = 25 (thousand dollars)
    • $30 to under $40 → Midpoint = 30+402=35\frac{30 + 40}{2} = 35 (thousand dollars)
    • $40 to under $50 → Midpoint = 40+502=45\frac{40 + 50}{2} = 45 (thousand dollars)
    • $50 to under $60 → Midpoint = 50+602=55\frac{50 + 60}{2} = 55 (thousand dollars)
    • $60 to under $70 → Midpoint = 60+702=65\frac{60 + 70}{2} = 65 (thousand dollars)
  2. 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
  3. Find the total income (sum of the weighted midpoints): 1575+3920+5760+1210+2275=147401575 + 3920 + 5760 + 1210 + 2275 = 14740 (thousand dollars)

  4. Find the total number of respondents: 63+112+128+22+35=36063 + 112 + 128 + 22 + 35 = 360

  5. Calculate the average income: Average income=Total incomeTotal number of respondents=1474036040.9 thousand dollars\text{Average income} = \frac{\text{Total income}}{\text{Total number of respondents}} = \frac{14740}{360} \approx 40.9 \text{ thousand dollars}

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:

  1. What if the income groups were smaller or larger?
  2. How would the average income change if a new group was added?
  3. What is the difference between mean and median in this context?
  4. How does the weighted average apply to real-world income distributions?
  5. 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