1_Measurements_and_Uncertainty
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Dec 6, 2023
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Measurement and Uncertainty
Investigation
Manual
PHYSICS
MEASUREMENT AND UNCERTAINTY
Overview
In this investigation, students will use basic scientific measuring
equipment to determine the accuracy and uncertainty associated
with measurements using common laboratory glassware.
Outcomes
•
Determine the uncertainty of measurements with standard
glassware and equipment.
•
Determine the accuracy of measurements with standard
glassware.
•
Define accuracy and precision as they pertain to measurements.
•
Identify different types of errors that may affect accuracy and
precision of measurements.
•
Apply the mathematical concept of significant figures to
measurements.
Time Requirements
Preparation
......................................................................
5 minutes
Activity 1: Determination of Uncertainty
in Lab Balance
..............................................
20 minutes
Activity 2: Determination of Uncertainty
in Common Glassware
.................................
30 minutes
Activity 3: Determination of Accuracy
in Common Glassware
.................................
20 minutes
2
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Table of Contents
2
Table of Contents
2
Overview
2
Outcomes
2
Time Requirements
2
Key
3
Background
7
Materials
7
Preparation
7
Safety
8
Activity
1
9
Activity
2
10 Activity
3
10 Disposal and Cleanup
11 Table 1. Density vs.
Temperature
Key
Personal protective
equipment
(PPE)
goggles
gloves
apron
follow
link to
video
photograph
results and
submit
stopwatch
required
warning corrosion
flammable
toxic environment health hazard
Background
Accuracy is gauged by comparing the measured
value of a known standard to its true value.
Having measurable results is an integral part of
the scientific method. Scientists must contend
with two main factors while taking measurements:
the
accuracy
of the measurement and the
precision
of the measurement. Accuracy is
how close a set of data is to the actual value.
Precision refers to how close datum is to other
measurements in a data set.
A data set that is accurate is not necessarily
precise, whereas a very precise data set could
be highly inaccurate (See
Figure 1)
. Forces
that affect the accuracy and precision in
measurements are error. In scientific settings,
error
is defined
as the difference
between the
measured value
and the actual
value, where the
actual value is
a known value,
sometimes
referred to as
a standard.
Two main types
of error exist:
systematic and
random.
Systematic error
is a type of error that causes
measurements to be inaccurate by a certain
value in a particular direction. Systematic error
can be further divided into absolute and relative
error. Absolute error has both magnitude and
direction and is represented as a discrete value.
For example, if your alarm clock is slow by five
continued on next page
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3
minutes it has a systematic, absolute error. It is
important to note that
systematic errors are
consistent. They produce either consistently
large or consistently small errors in a fixed
proportion. If you repeat the experiment with
the same equipment, you will see the same
error.
Each morning you will be getting up five
minutes later than planned and dealing with the
potential repercussions. Absolute error can be
calculated as follows:
The vertical bars shown above indicate that
you take the absolute value of a calculation. An
absolute value means the value inside the bars
will always be positive.
There is a second type of systematic error
called
relative error
, or percent error, which
is expressed as a percentage. One of the
more common measuring devices with
built-in percent error is the speedometer of
a car. Most automobile manufacturers have
a tolerance of ± 2% in their speedometers.
This means that any given speedometer could
read between 2% too slow or 2% too fast.
If your speedometer reads 61 mph, while
actually traveling 60 mph, the percent error is
calculated using the following equation.
Figure 1.
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Background
continued
continued on next page
4
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Although systemic error can be corrected for
if discovered, random error has no pattern
and is usually unavoidable. Through improved
experimental design and best lab practices,
random error can be reduced, but it can never
be eliminated. The most common form of
random error in a lab setting comes from the
limitations of reading the equipment. This type
of random error is most commonly referred to as
uncertainty. Uncertainty is the limit of quantifiable
measurement with confidence using measuring
equipment.
One method for determining the uncertainty of
an analog measuring device is to utilize the scale
provided on the equipment. For example, in
Figure 2, there are graduations (lines) every 0.1
mL on the 10 mL graduated cylinder.
In Figure 2, the bottom of the meniscus is
Percent error (relative error) is used when
comparing a measured value to a known
standard.
For example, if an experiment required
a calculation of the speed of sound at a given
temperature, you would use the calculation
for percent error to compare your result to the
accepted value for the speed of sound at the
given temperature, since multiple experiments
have confirmed this accepted value.
If, however,
your experiment requires you to measure or
calculate a result using two different methods,
you would calculate the percent difference.
For
example, you could measure the height of a
building by dropping a golf ball from the roof
and measuring the time, or you could stand
on the ground a known distance from the base
of the building and calculate the height using
trigonometry. To see how close the values are to
each other, you would calculate the percentage
difference.
An important characteristic of systematic
error, both absolute and relative, is that it can
be either corrected or accounted for in future
measurements as it has both direction and
magnitude. With your alarm clock, you could
change the time so that it was no longer 5
minutes fast; with the speedometer, you could
mathematically correct for the relative error in
future readings.
MEASUREMENT AND UNCERTAINTY
Figure 2.
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5
Figure 3.
Error, uncertainty, and equipment segue into
the mathematical concept of
significant
figures
. Significant figures are digits relating
to the precision of measurement. There are
some general rules for determining if a digit is
significant.
•
All non-zero digits are considered significant.
•
Zeros appearing anywhere between two non-
zero digits are significant; for example, 1,003
has 4 significant figures.
•
Leading zeros are not significant; for example,
0.0076 has 2 significant figures.
•
Trailing zeros in a number containing a decimal
point are significant. For example, 35.000 has
five significant figures.
Uncertainty limits the precision and the number
of significant figures in a measurement. In the
example above, the 6.75 mL of water in the
graduated cylinder has three significant figures.
The 6 before the decimal and the 7 and 5 after
the decimal are all considered significant. This
between the graduations of 6.7 and 6.8. In one
case the volume is low, in another case it is high.
This is how we know an instrument’s level of
precision. Most people would read the volume
as 6.75 mL. You can say with certainty that the
water is between 6.70 and 6.80 mL, but many
people would have difficulty determining a finer
range of certainty.
A simple method for determining the measured
value and the uncertainty is as follows:
The measured value in this example would be
6.75 mL ± 0.05 mL. The ± 0.05 mL indicates
with confidence that the actual value for this
measurement is between 6.80 mL and 6.70 mL.
With a digital device, such as the balance
supplied in your equipment kit, uncertainty is
generally calculated using a
standard
and a
high number of measurements. A standard is a
chemical or piece of equipment that has a known
quantity associated with it, in this case a mass.
For this activity, plastic cups are used as your
standard for determining the uncertainty in your
balance.
continued on next page
-
-
6
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MEASUREMENT AND UNCERTAINTY
is confirmed with the uncertainty of 0.05 mL. In
this instance, the uncertainty indicates that there
are no additional significant figures beyond the
hundredths place. However, if the graduated
cylinder was measured at a volume of 6.75 mL,
but the uncertainty was determined to be
0.20 mL, the number of significant figures would
be limited to two, and the measurement would
be reported as 6.8 mL ± 0.2 mL.
In the next example, let’s assume that the volume
measurement above (
6.75 mL)
had a relative error
of 1%.
This would equate to an absolute error of 0.0675
mL in the measurement. Like 6.75 mL, 0.0675
mL has three significant figures. However,
the process of multiplication and division has
added a false precision to the result. 6.75 mL
±0.0675 mL is incorrect because the calculated
error has additional precision than the original
measurement can contain. In this instance, the
proper measured value would be written as
6.75 mL ± 0.06 mL. In general, you cannot gain
significant figures and you cannot gain precision
in a measurement through mathematical
functions.
Background
continued
Measurements can be found all around us, and
they are often taken for granted. If you feel sick,
for example, you may take your temperature
using a thermometer. The thermometer is the
tool used to measure your temperature. If
you want to take some liquid medicine to feel
better, you may measure the amount in a small
measuring cup. Pouring the amount accurately
is essential to your feeling better and your well-
being.
If you like to bake, proper measurement is
essential to get the best results. If you do not
mix with the correct ratios of ingredients, you
will get flat, thin, crispy cookies instead of fluffy,
thick, scrumptious ones.
Other examples of everyday measurements are
picking out the clothes you wear, estimating
what time you need to leave your house to
make it to work on time, and how much fuel
you need to put in your car to make it to your
destination.
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7
Materials
Needed from the equipment kit:
Reorder Information:
Replacement supplies
for the Measurement and Uncertainty
Investigation (item 580090) can be ordered
from Carolina Biological Supply Company.
Call:
800.334.5551 to order.
Needed but not supplied:
•
Permanent marker
2 Large metal
washers
Thermometer
Beaker,
250 mL
Graduated cylinder,
250 mL
Electronic
balance
Safety goggles should be worn
during this investigation. There
are no additional safety concerns.
Read all of the instructions for this laboratory
activity before starting the activity. Follow the
instructions closely and observe established
laboratory safety practices, including the use of
appropriate personal protective equipment.
Do not eat, drink, or chew gum while performing
this activity. Wash your hands with soap and
water before and after performing the activity.
Clean up the work area with soap and water
after completing the investigation. Keep pets
and children away from lab materials and
equipment.
Safety
Preparation
1. Read through the activities.
2. Clear the work space.
3. Obtain all materials and set up for the lab
activity.
8
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ACTIVITY
A
Determination of Uncertainty in
Lab Balance
1.
Turn on your balance and allow the reading to
stabilize at 0.0. If the balance does not read
0.0, press the tare button.
2.
Label two large metal washers as “1” and “2.”
3.
Place Washer 1 on the balance and record
the mass in
Data Table 1
.
4.
Remove the washer from the balance and
allow the balance to restabilize at 0.0.
5.
Repeat Steps 3 and 4 for four additional
readings.
6.
Place Washer 2 on the balance and record
the mass in
Data Table 1
.
7.
Remove the washer from the balance and
allow the balance to restabilize at 0.0.
8.
Repeat Steps 6 and 7 for four additional
readings.
9.
Determine the average mass of each washer
and record the value in
Data Table 1
.
(Remember, the average is the sum of the
mass of all trials, divided by the number of
trials.)
10.
For each trial, perform the following
calculation:
11.
Calculate the average
deviation from
average
for each washer and record this
value in
Data Table 1
.
ACTIVITY 1
Mass of Washer 1
Mass of Washer 2
Trial
Mass (g)
Deviation from
average (g)
Mass (g)
Deviation from
average (g)
1
2
3
4
5
Average
Data Table 1. Determination of Uncertainty in Lab Balance
continued on next page
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9
ACTIVITY 2
A
Determination of Uncertainty in
Common Glassware
1.
Turn on your balance and allow the reading to
stabilize at 0.0. If the balance does not read
0.0, press the tare button.
2.
Place the 250 mL graduated cylinder on the
balance and record the mass in
Data Table 2
.
3.
Remove the graduated cylinder from the
balance.
4.
Fill the graduated cylinder with approximately
50 mL of water.
5.
Record the volume of water in
Data Table 2
.
6.
Record the highest and lowest volume interval
in
Data Table 2
. These should be volumes that
you are certain the actual volume is between.
Use the graduations (lines) on the glassware to
help determine the higher and lower interval.
7.
Calculate the uncertainty of your measurement.
8.
Zero the balance, and record the mass of the
graduated cylinder with water in
Data Table 2
.
9.
Repeat Steps 1–8 with the graduated cylinder
for one additional trial.
10.
Repeat Steps 1–8 with the 250 mL beaker.
11.
Calculate the mass of water in each piece
of glassware and record the mass in
Data
Tables 2 and 3
.
Note:
The volumes in Step 5 are high
confidence estimates; i.e., you are sure that
the true value is between the high volume
and low volume.
250 mL Graduated Cylinder
250 mL Beaker
Mass of empty glassware
Estimated volume of water
50 mL
50 mL
High volume
Low volume
Average volume
Uncertainty
Mass of glassware with water
Mass of water
Data Table 2. Determination of Uncertainty in Common Glassware
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ACTIVITY
10
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A
Determination of Accuracy in
Common Glassware
1.
With the thermometer, record the current
water temperature in
Data Table 3
.
2.
Using Table 1 on page 11, record the density
of water at the current water temperature in
Data Table 3
.
3.
Calculate the volume of water using the
density for the current water temperature from
Data Table 3
.
ACTIVITY 3
250 mL Graduated Cylinder
250 mL Beaker
Mass of water in
Activity 2
Current water
temperature
Density of water at
current temperature
(Data Table 1)
Calculated volume of
water
Remember:
density = mass/volume
4.
Calculate the percent difference between the
volume of water in Activity 2 (50 mL) and the
value calculated for the volume of water in
Activity 3.
5.
Repeat Step 4 with the 250 mL beaker using
the target volume in
Data Table 2
.
Disposal and Cleanup
Rinse and dry the lab equipment and return the
materials to your equipment kit.
Data Table 3. Determination of Accuracy in Common Glassware
continued on next page
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11
Temp.
°C
Density
(g/mL)
g/mL +
0.1 °C
g/mL +
0.2 °C
g/mL +
0.3 °C
g/mL +
0.4 °C
g/mL +
0.5 °C
g/mL +
0.6 °C
g/mL +
0.7 °C
g/mL +
0.8 °C
g/mL +
0.9 °C
18
0.9986
0.9986
0.9986
0.9985
0.9985
0.9985
0.9985
0.9985
0.9984
0.9984
19
0.9984
0.9984
0.9984
0.9983
0.9983
0.9983
0.9983
0.9983
0.9982
0.9982
20
0.9982
0.9982
0.9982
0.9981
0.9981
0.9981
0.9981
0.9981
0.9980
0.9980
21
0.9980
0.9980
0.9979
0.9979
0.9979
0.9979
0.9979
0.9978
0.9978
0.9978
22
0.9978
0.9977
0.9977
0.9977
0.9977
0.9977
0.9976
0.9976
0.9976
0.9976
23
0.9975
0.9975
0.9975
0.9975
0.9974
0.9974
0.9974
0.9974
0.9973
0.9973
24
0.9973
0.9973
0.9972
0.9972
0.9972
0.9972
0.9971
0.9971
0.9971
0.9971
25
0.9970
0.9970
0.9970
0.9970
0.9970
0.9969
0.9969
0.9969
0.9968
0.9968
26
0.9968
0.9968
0.9967
0.9967
0.9967
0.9966
0.9966
0.9966
0.9966
0.9965
27
0.9965
0.9965
0.9965
0.9964
0.9964
0.9964
0.9963
0.9963
0.9963
0.9963
Table 1. Density vs. Temperature
How to use this table:
If the water temperature is 23.4 °C: Start at the "23 °C" row and go over to the "g/mL + 0.4 °C"
column. The density at 23.4 °C would be 0.9974 g/mL.
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866.332.4478
Carolina Biological Supply Company
www.carolina.com • 800.334.5551
©2019 Carolina Biological Supply Company
CB782131906
PHYSICS
Measurement and Uncertainty
Investigation Manual
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- Please answer this question as fast as you can please and tahnk you. I will afterwards write an wonderful review on solving the question. Thank you. For each piece of glassware measure the density of water in triplicate (three times). Why repeat the procedure multiple times for each piece of glassware? Running the measurement in triplicate increases the precision of our results and reduces the impact of a single outlier result. The experiment would be too short if you only ran each trial once The first two trials act as practice, and the final trial will give you the true result. Running the measurement in triplicate increases the accuracy of our results and reduces the impact of a single outlier result.arrow_forwardAn electric current of 155.0 mA flows for 42.0 minutes. Calculate the amount of electric charge transported.. Be sure your answer has the correct unit symbol and 3 significant digits. 0 x10 μ 0 9 Xarrow_forward[References] Use the References to access important values if needed for this question. A soda bottle is found to have a volume of 772 mL. Using unit analysis, show what the volume of this soda bottle is in L. Use one of the following to set up the conversion factor. 1 kg = 1000 g =1L Visited 100 cm=1 m 1000 mg=1g 3 1 mL=1 cm³ 1000 mm=1m 772 mL X (number) (unit) (number)(unit) Submit Answer L Try Another Version 1 item attempt remaining Previous Next>arrow_forward
- What is the average mass of the 10 pennies? Report your value with correct significant figures. What is the error (uncertainty) associated with each mass measurement due to the equipment? What is the uncertainty associated with the average value? Note that the uncertainty of the balance will propagate throughout the calculation. What is the standard deviation of the 10 mass measurements? Explain the difference between the propagated uncertainty and the standard deviation. Which number would you use to describe the uncertainty in the measurement? Calculate the total mass of the pennies with associated uncertainty. Calculate the average density of a penny based on these data. Propagate the uncertainty values for both mass and volume in your calculations.arrow_forwardWhat is the percent abundance (in units of percent) of zinc in a sample whose density is 7.639 g/mL and the only other component is copper? The density for pure copper is 8.96 g/cm³ and the density of pure zinc is 7.13 g/cm³. Report your answer to one decimal place. NOTE: This question is meant to give you practice before your data. The density value generated is random within a certain realistic constraint. It will not be representative of your data in the experiment.arrow_forwardA student determined the density of a solid to be 2.90, 2.91 and 2.93 g•cm–3. If the actual density of this solid is 2.70g•cm-3, how should the student's results be described?a. High accuracy and high precisionb. Low accuracy and high precisionc. High accuracy and low precisiond. Low accuracy and low precisionarrow_forward
- There are three types of error in the laboratory: random error, systematic error, and gross error. Elaborate how can you use standard deviation and percent error in identifying the errors made in the measurement.arrow_forward6. Define accuracy. Give the equation used to determine the accuracy of a measurement. 7. Define precision. Give the equation used to determine the precision of a measurement.arrow_forwardState the rules governing the use of significant figures in Adding/subtracting measurements. How does this compare with multiplication/division of measurements? Please cite an example of the rule governing addition or subtraction.arrow_forward
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