QUESTION IMAGE
Question
the table shows the growth, in centimeters, of plants in two different soils after two weeks.
soil type vs. plant growth
| soil a | 3.1 | 5.2 | 4.8 | 3.8 | 6.0 | 4.3 | 3.7 | 4.0 | 3.5 | 3.5 |
| soil b | 2.9 | 3.8 | 5.0 | 4.8 | 4.5 | 3.9 | 3.9 | 4.4 | 5.5 | 4.1 |
which statement explains which soil tended to have a greater growth?
- soil a had greater growth because its data have a greater standard deviation.
- soil a had greater growth because its data have a greater mean.
- soil b had greater growth because its data have a greater interquartile range.
- soil b had greater growth because its data have a greater median.
To determine which soil has greater growth, we analyze the mean (average) of each soil's plant growth data.
Step 1: Calculate the mean for Soil A
The data for Soil A is: \( 3.1, 5.2, 4.8, 3.8, 6.0, 4.3, 3.7, 4.0, 3.5, 3.5 \)
The sum of these values is:
There are 10 data points, so the mean (\(\bar{x}_A\)) is:
Step 2: Calculate the mean for Soil B
The data for Soil B is: \( 2.9, 3.8, 5.0, 4.8, 4.5, 3.9, 3.9, 4.4, 5.5, 4.1 \)
The sum of these values is:
There are 10 data points, so the mean (\(\bar{x}_B\)) is:
Step 3: Analyze the options
- Option 1: Standard deviation measures spread, not central tendency (growth). Eliminate.
- Option 2: Soil A's mean is \( 4.19 \), Soil B's is \( 4.28 \). Wait, no—wait, recalculate Soil A's sum. Wait, let's recheck Soil A's data: \( 3.1, 5.2, 4.8, 3.8, 6.0, 4.3, 3.7, 4.0, 3.5, 3.5 \). Let's sum again:
\( 3.1 + 5.2 = 8.3 \); \( 8.3 + 4.8 = 13.1 \); \( 13.1 + 3.8 = 16.9 \); \( 16.9 + 6.0 = 22.9 \); \( 22.9 + 4.3 = 27.2 \); \( 27.2 + 3.7 = 30.9 \); \( 30.9 + 4.0 = 34.9 \); \( 34.9 + 3.5 = 38.4 \); \( 38.4 + 3.5 = 41.9 \). Mean: \( 41.9 / 10 = 4.19 \). Soil B: \( 2.9 + 3.8 = 6.7 \); \( 6.7 + 5.0 = 11.7 \); \( 11.7 + 4.8 = 16.5 \); \( 16.5 + 4.5 = 21.0 \); \( 21.0 + 3.9 = 24.9 \); \( 24.9 + 3.9 = 28.8 \); \( 28.8 + 4.4 = 33.2 \); \( 33.2 + 5.5 = 38.7 \); \( 38.7 + 4.1 = 42.8 \). Mean: \( 42.8 / 10 = 4.28 \). Wait, maybe I made a mistake earlier. Wait, no—wait, the problem's Soil B data: let's check again. Wait, the original table: Soil B has 10 data points? Wait, the user's table: Soil A: 10 numbers, Soil B: 10 numbers? Wait, the user's table:
Soil A: 3.1, 5.2, 4.8, 3.8, 6.0, 4.3, 3.7, 4.0, 3.5, 3.5 (10)
Soil B: 2.9, 3.8, 5.0, 4.8, 4.5, 3.9, 3.9, 4.4, 5.5, 4.1 (10). Wait, maybe my calculation for Soil B was wrong. Let's sum Soil B again:
2.9 + 3.8 = 6.7
6.7 + 5.0 = 11.7
11.7 + 4.8 = 16.5
16.5 + 4.5 = 21.0
21.0 + 3.9 = 24.9
24.9 + 3.9 = 28.8
28.8 + 4.4 = 33.2
33.2 + 5.5 = 38.7
38.7 + 4.1 = 42.8. Yes, that's correct. So mean of B is 4.28, mean of A is 4.19. Wait, but the options: let's check the median.
Step 3 (Alternative: Median)
- Median of Soil A: First, sort the data: \( 3.1, 3.5, 3.5, 3.7, 3.8, 4.0, 4.3, 4.8, 5.2, 6.0 \). There are 10 data points, so the median is the average of the 5th and 6th values: \( \frac{3.8 + 4.0}{2} = 3.9 \)
- Median of Soil B: Sort the data: \( 2.9, 3.8, 3.9, 3.9, 4.1, 4.4, 4.5, 4.8, 5.0, 5.5 \). Wait, no—wait, the data is \( 2.9, 3.8, 5.0, 4.8, 4.5, 3.9, 3.9, 4.4, 5.5, 4.1 \). Sorting: \( 2.9, 3.8, 3.9, 3.9, 4.1, 4.4, 4.5, 4.8, 5.0, 5.5 \). Median is average of 5th and 6th: \( \frac{4.1 + 4.4}{2} = 4.25 \)
Now, let's re-express the options:
- Option 1: Standard deviation (spread) doesn't indicate growth (central tendency). Eliminate.
- Option 2: Soil A's mean is 4.19, Soil B's is 4.28. Wait, maybe I miscalculated Soil A's sum. Wait, Soil A data: 3.1, 5.2, 4.8, 3.8, 6.0, 4.3, 3.7, 4.0, 3.5, 3.5. Let's su…
To determine which soil has greater growth, we analyze central tendency (mean/median) as they reflect typical growth.
- Mean: Soil A’s mean = \( \frac{41.9}{10} = 4.19 \); Soil B’s mean = \( \frac{42.8}{10} = 4.28 \).
- Median: Soil A (sorted: \( 3.1, 3.5, 3.5, 3.7, 3.8, 4.0, 4.3, 4.8, 5.2, 6.0 \)) has median \( \frac{3.8 + 4.0}{2} = 3.9 \). Soil B (sorted: \( 2.9, 3.8, 3.9, 3.9, 4.1, 4.4, 4.5, 4.8, 5.0, 5.5 \)) has median \( \frac{4.1 + 4.4}{2} = 4.25 \).
Standard deviation (spread) and interquartile range (spread) do not indicate typical growth. Soil B’s median (and mean) is greater, so it had greater growth.
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Soil B had greater growth because its data have a greater median.