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Accuracy is not the same thing as precision. Accuracy is about measurements being as close to the true value as possible. Precision is the measurement being the same value each time the experiment is performed. A measurement system can be accurate but not reliable (precise) or vise versa.
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Precision is written as a percentage. It tells you how precisely you can use a piece of equipment to take a reading. It is calculated by subtracting the maximum percentage error from 100%.
Take for example a balance that is set to read in grams. If you take a reading of 10 grams, it could in fact be anywhere between 9.5 and 10.5 grams. That is one gram difference on the reading of 10 grams - that is a 10% error so in this case, the precision of the reading would be 100% minus 10% i.e. 90% precision.
If the balance is now set to read in tenths of a gram, a reading of 10 grams could be as low as 9.9 grams or as high as 10.1 grams. The error could be plus or minus 0.1 grams. Now this is only a total of two hundredths (i.e. 2%) of the 10 gram reading so the precision is now 100% minus 2% or 98% precision.
Precision is also applied in a similar way to a set of results or data. You first work out the mean value. Then you take the difference between the lowest and highest result and calculate it as a percentage of the mean value. Subtract that from 100% to find the precision of the experiment.
Precise measurements are ones in which there is very little spread about the mean value. Precision depends only on the extent of random errors which is why it gives no indication of how close the results are to the true value and is not a measure of accuracy.
Is it precise results or accurate ones which can be repeated? Try this quiz see how well you understand the precision of data.
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1.
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Precision means that the measurements are... |
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anomalous |
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unreliable |
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repeatable |
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inaccurate |
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2.
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Accuracy is... |
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the same as reliable |
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the same as precision |
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unreliable |
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close to the true value |
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3.
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Another word for reliable. |
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Precise |
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Accurate |
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Anomalous |
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Unreasonable |
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4.
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Reliable results are just like reliable people, they are always... |
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at the same time |
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pleasant |
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the same |
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anomalous |
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5.
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Unreliable data will have a large... |
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mean |
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data |
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range |
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value |
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6.
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Precise data will always have a value very close to the... |
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mean |
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range |
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anomaly |
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edge |
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7.
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When measurements are both accurate and reliable they are described as... |
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invalid |
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valid |
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correct |
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incorrect |
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8.
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Increasing the sample size can increase this. |
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Accuracy |
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Results |
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Validity |
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Precision |
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9.
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If there is a systematic error within the experiment, this will always be a problem. |
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Precision |
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Reliability |
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Factuality |
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Accuracy |
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10.
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Resolution of a measuring device is... |
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the largest change giving a result |
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the smallest change possible which can give a result |
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any change leading to a result |
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the best result possible |
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1.
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Precision means that the measurements are... |
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| [ ] |
anomalous |
| [ ] |
unreliable |
| [x] |
repeatable |
| [ ] |
inaccurate |
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2.
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Accuracy is... |
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| [ ] |
the same as reliable |
| [ ] |
the same as precision |
| [ ] |
unreliable |
| [x] |
close to the true value |
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3.
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Another word for reliable. |
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| [x] |
Precise |
| [ ] |
Accurate |
| [ ] |
Anomalous |
| [ ] |
Unreasonable |
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4.
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Reliable results are just like reliable people, they are always... |
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| [ ] |
at the same time |
| [ ] |
pleasant |
| [x] |
the same |
| [ ] |
anomalous |
|
|
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5.
|
Unreliable data will have a large... |
|
| [ ] |
mean |
| [ ] |
data |
| [x] |
range |
| [ ] |
value |
|
|
|
6.
|
Precise data will always have a value very close to the... |
|
| [x] |
mean |
| [ ] |
range |
| [ ] |
anomaly |
| [ ] |
edge |
|
|
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7.
|
When measurements are both accurate and reliable they are described as... |
|
| [ ] |
invalid |
| [x] |
valid |
| [ ] |
correct |
| [ ] |
incorrect |
|
|
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8.
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Increasing the sample size can increase this. |
|
| [ ] |
Accuracy |
| [ ] |
Results |
| [ ] |
Validity |
| [x] |
Precision |
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|
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9.
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If there is a systematic error within the experiment, this will always be a problem. |
|
| [ ] |
Precision |
| [ ] |
Reliability |
| [ ] |
Factuality |
| [x] |
Accuracy |
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|
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10.
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Resolution of a measuring device is... |
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| [ ] |
the largest change giving a result |
| [x] |
the smallest change possible which can give a result |
| [ ] |
any change leading to a result |
| [ ] |
the best result possible |
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