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Question
- a school collected data on students grade point average, gpa, and average number of hours per day they were on their cell phone and recorded it in the table below.
| average # of hours on cell phone / day | 1 | 2 | 2.5 | 3 | 3.5 | 4 | 4.5 | 6 | 6 | 6.5 | 7 | 7.5 | 8 | 8.5 |
|---|
create a scatterplot of this data. what type of function would best represent the relationship?
linear or quadratic
Step1: Identify Variables
Let \( x \) = Average Hours on Cell Phone/Day, \( y \) = GPA. List data points: \((1, 3.8), (2, 3.6), (2.5, 3.7), (3, 3.4), (3.5, 3.2), (4, 3.2), (4.5, 3.1), (6, 2.6), (6, 2.7), (6.5, 2.6), (7, 2.4), (7.5, 2.2), (8, 2.1), (8.5, 2.0)\).
Step2: Analyze Trend
Plotting these (mentally or on paper), as \( x \) increases, \( y \) generally decreases. Check linearity: Calculate slopes between points. From \( x=1 \) to \( x=8.5 \), the slope trend is consistent (negative, roughly constant). Quadratic would have a curve (change in slope direction), but here slope is mostly negative and linear.
Step3: Compare Linear vs Quadratic
Linear functions have constant (or nearly constant) slope. Quadratic has a vertex (slope changes sign). Here, GPA decreases as hours increase, with no upward turn (no vertex), so linear is better.
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