Measurement Errors and Instruments
Four classmates in Secondary Year 2 measure the width of the same lab table with the same ruler and don't get exactly the same number: some get $80.2\ \text{cm}$ and others $80.4\ \text{cm}$. Nobody measured "wrong": no measurement is perfect. Understanding why this happens, and how to work with it, is as important as knowing how to measure.
Every measurement has error
If you measure the thickness of your book with a ruler and three classmates do the same, the last digit rarely matches. Why is there no such thing as an absolutely exact measurement?
An error that repeats: parallax
In the lab, a graduated cylinder is read with your eye exactly level with the surface of the liquid (the curved part is called the meniscus). If you look from above or from below, the mark on the scale appears to be in a different place and the reading comes out different. This reading error caused by looking from the wrong angle is called parallax error.
If you always look from above, you will always read a little too high (or too low) in the same direction: it is a systematic error, caused by a bad reading habit. You avoid it by placing your eye level with the mark.
Four students use the same ruler to measure the width of the laboratory table and get $80.2\ \text{cm}$, $80.3\ \text{cm}$, $80.2\ \text{cm}$, and $80.4\ \text{cm}$. a)…
Four students use the same ruler to measure the width of the laboratory table and get $80.2\ \text{cm}$, $80.3\ \text{cm}$, $80.2\ \text{cm}$, and $80.4\ \text{cm}$. a) Did any of them measure incorrectly? b) Why are the four measurements not exactly equal? Explain what the sentence "every measurement has an error" means.
Complete the sentence with the missing words: 'No measurement is $\dots$: there is always a small difference between the $\dots$ value and the measured value. We call…
Complete the sentence with the missing words: 'No measurement is $\dots$: there is always a small difference between the $\dots$ value and the measured value. We call this difference $\dots$'.
In the laboratory, a measuring cylinder is read with your eye level with the surface of the liquid, never from above or below, as shown in the diagram. a) What do you…
In the laboratory, a measuring cylinder is read with your eye level with the surface of the liquid, never from above or below, as shown in the diagram.
- a) What do you think happens to the reading if you look from above or below? b) Why does this error always recur in the same direction if you always look incorrectly?
The resolution of the instrument
The resolution must also fit what you are measuring. A carpenter cutting boards needs millimeters; a watchmaker working with tiny parts needs tenths of a millimeter. With a wall clock that has no second hand you can't measure how long a sneeze lasts, but you can measure a class period. With a bathroom scale that reads in steps of $100\ \text{g}$, you can't weigh $2\ \text{g}$ of yeast: a kitchen scale that reads in steps of $1\ \text{g}$ works better.
What is the smallest division marked on a standard school ruler (its resolution)? Could you reliably measure the thickness of a sheet of paper with it? Explain your…
What is the smallest division marked on a standard school ruler (its resolution)? Could you reliably measure the thickness of a sheet of paper with it? Explain your reasoning.
Order these instruments from lowest to highest precision for measuring lengths: a sewing tape measure, which marks centimeters; a school ruler, which marks millimeters;…
Order these instruments from lowest to highest precision for measuring lengths: a sewing tape measure, which marks centimeters; a school ruler, which marks millimeters; a caliper, which marks tenths of a millimeter.
A carpenter cuts boards for a shelf and a watchmaker adjusts tiny parts of a watch. a) What resolution does each person's measuring instrument need? b) What would happen…
A carpenter cuts boards for a shelf and a watchmaker adjusts tiny parts of a watch. a) What resolution does each person's measuring instrument need? b) What would happen if the carpenter measured with the watchmaker's resolution and the watchmaker with the carpenter's?
Using a ruler that marks millimeters, Omar measures his pen: $14.3\ \text{cm}$. His classmate says that using the same ruler she measured $14.32\ \text{cm}$. a) Is that…
Using a ruler that marks millimeters, Omar measures his pen: $14.3\ \text{cm}$. His classmate says that using the same ruler she measured $14.32\ \text{cm}$. a) Is that second measurement possible with that ruler? b) Explain the relationship between the resolution of an instrument and the digits that make sense to record in the result.
The pressure gauge at the gas station reads the tire pressure in steps of $0.1$ $0.1\ \text{bar}$, and on Lara's bicycle tire it reads $2.3\ \text{bar}$, as shown in the…
The pressure gauge at the gas station reads the tire pressure in steps of $0.1$ $0.1\ \text{bar}$, and on Lara's bicycle tire it reads $2.3\ \text{bar}$, as shown in the diagram.
- a) Can you be certain that the pressure is exactly $2.3\ \text{bar}$? b) What is the smallest change in pressure that this device can detect?
Measuring several times: the mean
When you time a toy car three times in a row you get $1.42\ \text{s}$, $1.38\ \text{s}$ and $1.40\ \text{s}$. Which one do you write down as the final result?
When one measurement is far from the others (for example, $9.5\ \text{cm}$ among measurements of $8.2$, $8.3$ and $8.4\ \text{cm}$), it is suspicious: maybe someone misread it or left the stopwatch running. The best thing to do is repeat it. Only if the mistake is confirmed is it justified not to use it; the mean without that value is more reliable.
It is also important to know what does not improve: repeating does not change the resolution of the instrument. Measuring ten times with a millimeter ruler doesn't turn it into a caliper. What improves is the canceling out of random errors. Repeating is worthwhile when the measurements vary (such as when timing by hand), and not very useful when the instrument always gives the same reading.
Five stopwatches measure the winner's time in a swimming final and record: $26.4\ \text{s}$, $26.5\ \text{s}$, $26.4\ \text{s}$, $26.6\ \text{s}$ and $26.6\ \text{s}$.…
Five stopwatches measure the winner's time in a swimming final and record: $26.4\ \text{s}$, $26.5\ \text{s}$, $26.4\ \text{s}$, $26.6\ \text{s}$ and $26.6\ \text{s}$. Calculate the mean of the five measurements.
Iratxe weighs an apple four times with the same balance and gets: $150\ \text{g}$, $152\ \text{g}$, $149\ \text{g}$ and $151\ \text{g}$. a) What is the mean value of the…
Iratxe weighs an apple four times with the same balance and gets: $150\ \text{g}$, $152\ \text{g}$, $149\ \text{g}$ and $151\ \text{g}$. a) What is the mean value of the mass? b) Why is the mean taken as the 'best value' for a measurement repeated several times?
Measuring a pencil, four students record: $8.2\ \text{cm}$, $8.3\ \text{cm}$, $8.4\ \text{cm}$ and $9.5\ \text{cm}$. The diagram shows the four measurements on a line:…
Measuring a pencil, four students record: $8.2\ \text{cm}$, $8.3\ \text{cm}$, $8.4\ \text{cm}$ and $9.5\ \text{cm}$. The diagram shows the four measurements on a line:
- a) One of the measurements stands out as unusual: which one is it and what might have happened? b) Calculate the mean of the four measurements, and then the mean without the anomalous measurement. Which of the two do you trust more?
A group measures the perimetre of the school playground with a tape measure in four attempts: $24.8\ \text{m}$, $24.9\ \text{m}$, $25.1\ \text{m}$ and $25.2\ \text{m}$.…
A group measures the perimetre of the school playground with a tape measure in four attempts: $24.8\ \text{m}$, $24.9\ \text{m}$, $25.1\ \text{m}$ and $25.2\ \text{m}$. a) Calculate the mean of the measurements. b) What is the difference between the highest and lowest measurements? c) Do you think these measurements were taken carefully? Justify your answer.
Diego uses his phone's stopwatch to measure the time it takes for a coin to fall from a height of one meter and records: $0.45\ \text{s}$, $0.51\ \text{s}$ and…
Diego uses his phone's stopwatch to measure the time it takes for a coin to fall from a height of one meter and records: $0.45\ \text{s}$, $0.51\ \text{s}$ and $0.48\ \text{s}$. a) Why are the times so different if the coin falls in the exact same way each time? Think about who presses the button. b) What would you do to obtain more reliable data?
Compare two ways of measuring the length of a table: measuring once with a ruler with millimeter resolution, or measuring ten times with the same ruler and calculating…
Compare two ways of measuring the length of a table: measuring once with a ruler with millimeter resolution, or measuring ten times with the same ruler and calculating the mean. a) Does repeating the measurements improve the instrument's resolution? b) So, what is improved by calculating the mean? c) In which cases is it worth repeating many measurements, and in which cases is it not?
Systematic and random error: precision and accuracy
Two scales weigh a standard weight of $100\ \text{g}$. The first always reads $104\ \text{g}$; the second fluctuates between $98\ \text{g}$ and $102\ \text{g}$. Which one works better, and how do their faults differ?
A trick for detecting a systematic error without buying anything: ice melts at $0\ \text{°C}$. If you put two thermometers in ice water and one reads $4\ \text{°C}$, that one has an error that repeats the same way every time.
And the size of the error matters in proportion to what is measured. The distance to the Moon, $384{,}400\ \text{km}$ with an error of about $4\ \text{m}$, is a much better measurement than a table of $1.20\ \text{m}$ with an error of $1\ \text{cm}$: every measurement has error, but not all are equally good.
The classroom wall clock only has hour and minute hands, as shown in the diagram. a) Can you use it to measure how long a sneeze lasts? b) What about how long the lesson…
The classroom wall clock only has hour and minute hands, as shown in the diagram.
- a) Can you use it to measure how long a sneeze lasts? b) What about how long the lesson lasts? Explain the relationship between the resolution of an instrument and what you want to measure.
The wooden ruler in the workshop has worn down at the zero end and now starts directly at the $5\ \text{mm}$ mark, as shown in the diagram. a) If you use it without…
The wooden ruler in the workshop has worn down at the zero end and now starts directly at the $5\ \text{mm}$ mark, as shown in the diagram.
- a) If you use it without noticing, aligning the worn end with the edge of the object, what will happen to all your measurements? b) Is this an error that changes with each measurement, or does it recur in the exact same way? Do you know what this type of error is called? c) How can you continue to measure accurately with this ruler without buying a new one?
Three groups measure the mass of the same stone. Group A: $45.2\ \text{g}$, $45.3\ \text{g}$ and $45.2\ \text{g}$. Group B: $44.1\ \text{g}$, $46.0\ \text{g}$ and…
Three groups measure the mass of the same stone. Group A: $45.2\ \text{g}$, $45.3\ \text{g}$ and $45.2\ \text{g}$. Group B: $44.1\ \text{g}$, $46.0\ \text{g}$ and $45.5\ \text{g}$. Group C: always $50.0\ \text{g}$, because their balance was incorrectly tared. The diagram shows the measurements of the three groups:
- a) Calculate the mean for each group. b) Which group is most precise, that is, has the most closely clustered measurements? c) Given that the true value is $45\ \text{g}$, explain the difference between having precise (clustered) measurements and accurate (correct) measurements.
You want to find the length of the school corridor with the highest possible reliability, and you only have a $30\ \text{cm}$ ruler, a $5\ \text{m}$ tape measure and a…
You want to find the length of the school corridor with the highest possible reliability, and you only have a $30\ \text{cm}$ ruler, a $5\ \text{m}$ tape measure and a stopwatch. a) Which instrument do you choose and why? b) How many measurements would you make and what would you do with them? c) What sources of error will you need to watch out for during the measurement?
In a school long jump competition, the judge measures with a tape measure with centimeter resolution and records $4.35\ \text{m}$. a) How many significant figures does…
In a school long jump competition, the judge measures with a tape measure with centimeter resolution and records $4.35\ \text{m}$. a) How many significant figures does this measurement have? b) Would it make sense to record $4.352\ \text{m}$ using this tape measure? c) The school record is $4.3\ \text{m}$: can we be sure that it has been broken? Justify your answer by considering the uncertainty in each measurement.
Two thermometers simultaneously measure the hot water in a pot: one reads $68\ \celsius$ and the other $72\ \celsius$, as shown in the diagram. a) Can both thermometers…
Two thermometers simultaneously measure the hot water in a pot: one reads $68\ \celsius$ and the other $72\ \celsius$, as shown in the diagram.
- a) Can both thermometers be measuring accurately? b) Propose a way to find out which one is faulty without buying anything: think about the temperature at which ice melts. c) What type of error does the faulty thermometer have: a different error in each reading, or one that always recurs in the exact same way?
The nurse measures Santiago's blood pressure three times in a row and records (in cmHg): $11.2$, $10.8$ and $11.0$. a) Why is a single measurement not sufficient? b)…
The nurse measures Santiago's blood pressure three times in a row and records (in cmHg): $11.2$, $10.8$ and $11.0$. a) Why is a single measurement not sufficient? b) Calculate the mean of the three readings. c) Santiago says: 'So my blood pressure is exactly $11.0$ cmHg'. Correct his sentence.
An observatory measures the distance from the Earth to the Moon with a laser: $384\,400\ \text{km}$, with an error of about $4\ \text{m}$. a) Does this measurement have…
An observatory measures the distance from the Earth to the Moon with a laser: $384\,400\ \text{km}$, with an error of about $4\ \text{m}$. a) Does this measurement have an error? Is it a bad measurement because of that? b) Compare this measurement with measuring your desk, $1.20\ \text{m}$ long, with an error of $1\ \text{cm}$: which measurement is better relative to the size of the object being measured? c) Explain in your own words the phrase 'all measurements have error, but not all measurements have equal value'.
Back to the beginning: to give the best value for the width of the table using our classmates' measurements ($80.2$, $80.3$, $80.2$ and $80.4\ \text{cm}$) we calculate the mean: $(80.2 + 80.3 + 80.2 + 80.4)/4 = 80.275 \approx 80.3\ \text{cm}$, which compensates for the small random errors.