Data Collection
- After an experiment has been carried out, sometimes the raw results will need to be processed before they are in a useful or meaningful format
- Sometimes, various calculations will need to be carried out in order to get the data in the form of a straight line
- This is normally done by comparing the equation to that of a straight line: y = mx + c
A straight life graph showing the y-intercept and gradient, m
- The mathematical skills required for the analysis of quantitative data include:
- Using standard form
- Quoting an appropriate number of significant figures
- Calculating mean values
Using Standard Form
- Often, physical quantities will be presented in standard form
- For example, the speed of light in a vacuum equal to 3.00 × 108 m s−1This makes it easier to present numbers that are very large or very small without having to repeat many zeros
- It will also be necessary to know the prefixes for the numbers of ten
Prefixes Table
Using Significant Figures
- Calculations must be reported to an appropriate number of significant figures
- Also, all the data in a column should be quoted to the same number of significant figures
It is important that the significant figures are consistent in data
Calculating Mean Values
- When several repeat readings are made, it will be necessary to calculate a mean value
- When calculating the mean value of measurements, it is acceptable to increase the number of significant figures by 1
Graph Skills
- In several experiments during A-Level Physics, the aim is generally to find if there is a relationship between two variables
- This can be done by translating information between graphical, numerical, and algebraic forms
- For example, plotting a graph from data of displacement and time, and calculating the rate of change (instantaneous velocity) from the tangent to the curve at any point
- Graph skills that will be expected during A-Level include:
- Understanding that if a relationship obeys the equation of a straight-line y = mx + c then the gradient and the y-intercept will provide values that can be analysed to draw conclusions
- Finding the area under a graph, including estimating the area under graphs that are not linear
- Using and interpreting logarithmic plots
- Drawing tangents and calculating the gradient of these
- Calculating the gradient of a straight-line graph
- Understanding where asymptotes may be required
Worked example
A student measures the background radiation count in a laboratory and obtains the following readings:The student is trying to verify the inverse square law of gamma radiation on a sample of Radium-226. He collects the following data:Use this data to determine if the student’s data follows an inverse square law.
Step 1: Determine a mean value of background radiation
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- The background radiation must be subtracted from each count rate reading to determine the corrected count rate, C
Step 2: Compare the inverse square law to the equation of a straight line
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- According to the inverse square law, the intensity, I, of the γ radiation from a point source depends on the distance, x, from the source
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- Intensity is proportional to the corrected count rate, C, so
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- The graph provided is of the form 1/C–1/2 against x
- Comparing this to the equation of a straight line, y = mx
- y = 1/C–1/2 (counts min–1/2)
- x = x (m)
- Gradient = constant, k
- If it is a straight-line graph through the origin, this shows they are directly proportional, and the inverse square relationship is confirmed
Step 3: Calculate C (corrected average count rate) and C–1/2
Step 4: Plot a graph of C–1/2 against x and draw a line of best fit
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- The graph shows C–1/2 is directly proportional to x, therefore, the data follows an inverse square law