4
Analysis and Validation
+5 XP
Compare experiment to theory
We just saw how to set up the results table with $\sqrt{h}$ values. That raises a question: how do we extract a launch speed from the graph and check how well the model fits? This card answers it → measure the gradient of the $R$ vs $\sqrt{h}$ line and compare it to $m_\text{theory} = v_x\sqrt{2/g}$.
Step 1, Plot the graph
Plot $\bar{R}$ (vertical axis) versus $\sqrt{h}$ (horizontal axis), with vertical uncertainty bars. Draw a line of best fit; do not force it through the origin unless the evidence and uncertainty justify that choice.
Step 2, Determine the gradient
The theoretical gradient is:
$$m_{\text{theory}} = v_x \sqrt{\dfrac{2}{g}}$$
From your graph, calculate the experimental gradient $m_{\text{exp}}$ using:
$$m_{\text{exp}} = \dfrac{\Delta R}{\Delta \sqrt{h}}$$
Step 3, Compare
Calculate the percentage difference:
$$\%\ \text{difference} = \dfrac{|m_{\text{exp}} - m_{\text{theory}}|}{m_{\text{theory}}} \times 100\%$$
Step 4, Calculate launch speed from data
Rearranging the gradient formula:
$$v_x = m_{\text{exp}} \sqrt{\dfrac{g}{2}}$$
Compare this calculated $v_x$ to any independent measurement of launch speed (e.g., from a motion sensor or timing gate).
Validation Criteria
No universal percentage threshold proves a model valid. Judge whether the graph is approximately linear, whether the intercept is consistent with zero within uncertainty, and whether experimental and theoretical gradients agree within uncertainty. State the tested range and limitations.
Plot $\bar{R}$ vs $\sqrt{h}$ with uncertainty bars. The gradient $m=\Delta R/\Delta\sqrt{h}=v_x\sqrt{2/g}$ has units $\text{m}^{1/2}$ and gives $v_x=m\sqrt{g/2}$. Agreement supports the model only within the tested conditions and uncertainty.
Add the highlighted analysis steps and acceptance criterion to your notes before the check below.