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What do good results have to be
Valid, precise, repeatable and accurate
Valid result
You have measured what you are meant to as all variables are controlled
Precise result
The range is small
Repeatable result
You can repeat an experiment multiple times and get the same results
Reproducible result
A different experimenter using different equipment and different methods can obtain similar results
Accurate result
The result is very close to the true value
Error
The difference between your measured value and the true value of whatever your measuring
Systematic error
A consistent difference between the measured values and the true values
What do systematic errors affect
-Accuracy
-Reproducibility
What don’t systematic errors affect
-Validity
-Precision
-Repeatability
How to counter systematic errors
Check the apparatus at the start of the experiment
Random error
When results vary around the true result in an unpredictable way
What do random errors affect
-Validity
-Precision
-Repeatability
-Reproducibility
-Accuracy
How to counter random errors
-Better resolution on apparatus
-Control variables more
-Do more repeats
Conclusion
Explains what the data shows
What are the limitations to a conclusion
-You can only make it if you have valid results
-Limited to the circumstances it was tested under
-Evaluate the quality of your results
-Consider how the experiment could be improved
How to improve precision
Use a computer to collect data
What is the smallest uncertainty due to
Resolution of equipment
How to calculate uncertainty due to equipment resolution
± half of the smallest division on the measuring equipment
What does uncertainty give you
The margin of error
Absolute uncertainty
The total uncertainty for a measurement
Percentage uncertainty
Uncertainty as a percentage of the measurement
Uncertainty on a mean
The largest difference between the mean and any calculated values
How to calculate uncertainty on a mean
Half the range
if no uncertainty is given, what is the assumed uncertainty
Half the increment of the last significant figure the value is given to
How to deal with uncertainties when adding/subtracting data
Add the absolute uncertainties
How to deal with uncertainties when multiplying/dividing data
Add the percentage uncertainties
How to deal with uncertainties when raising to a power
Multiply the percentage uncertainty by the power
How to show the uncertainty of individual points
Use error bars

What is this
Error box
How to find uncertainty from a graph
Draw an error bar and two lines for the maximum and minimum possible slops
How to find the uncertainty of any point on a graph
Find the difference between the maximum and minimum slope and halve it
How to find the uncertainty in the gradient
Half of the difference between the gradients of the maximum and minimum slopes
Variable
Anything that has the potential to change in an experiment
Independent variable
The thing you change
Dependent variable
The thing you measure
How to ensure your control variables have not messed up your experiment
Measure your control variables too and work out whether they are changing
What to consider when choosing apparatus
-Units of measurements
-Range of measurements
-What the apparatus measures
-Risks of apparatus
What should you do when recording data in a table
-Discard anomalous results
-Average the repeated measurements
Qualitative data
Data that can be given a numerical value
Quantitative data
Data that cannot be given a numerical value
Questions when evaluating an experimental design
-Does the experiment actually test what it is meant to
-Is the method clear enough for someone else to follow
-Is everything controlled
-Are the apparatus and techniques appropriate
-Are enough repeated measurements taken
-Is the experiment going to be conducted safely
-Ethical/environmental considerations
When should you discard anomalous results
If there is a good reason
How should significant figures be handled when analysing data
Give any values to the same number of significant figures as the data value with the lowest significant figures
What is the problem with giving a result to too many significant figures
You are saying that the final result is more precise than it is
Which axis should the independent variable go on
x-axis
Which axis should the dependent variable go on
y-axis
How should points be plotted on the graph
With a sharp pencil
Why should points be plotted onto a graph with a sharp pencil
They are as accurate as possible
How should a line/curve of best fit be drawn
Around half of the data points are above the line and around half of the data points are below the line, excluding anomalous results
Positive correlation
As one variable increases, the other increases
Negative correlation
As one variable increases, the other decreases
No correlation
No relationship between the variables
Linear
The line of best fit is straight
Linear graph equation
y = mx + c
What does it mean if y is proportional to x
The graph is linear and passes through the origin
How to find the gradient of a curved graph
Draw a tangent
Order of the scientific process before report
1- Ask a question
2- Suggest an answer by forming a theory (and form a model)
3- Make a prediction or hypothesis
4- Carry out a test
Theory
A possible explanation of observations
Model
A simplified picture of what’s going on
Prediction/hypothesis
Specific, testable statement, based on the theory, about what might happen in a test situation
Why is a test carried out
To provide evidence to support your prediction
Order of scientific process after report
1- Results of the test are noted in a report
2- Report is sent out to peers who peer review
3- Results are published in scientific journals
4- Other scientists test theory with the same experiment
5- Then use the theory to make new predictions and test them with new experiments
6- If all evidence supports the theory, it is accepted
Scientific journals
Where scientists publish their findings
Scientific report
A published finding from a scientist after a test provides evidence for their theory
What are scientific reports also called
Papers
Why must a peer review be conducted
The integrity of the report must be checked as a scientist may be dishonest or biased
Peer
An expert in the area of which a report has been sent
Peer review
Peers examine the data and results of the scientific report and check if the conclusion is reasonable
Is a scientific fact ever a fact
No
Why is scientific fact never a fact
Scientific breakthroughs may provide new ways to answer the question
How is evidence obtained
Controlled experiments in laboratories
Why are experiments performed in laboratories
It is easiest to control variables there
Why should experiments be controlled
So that the only effects seen are linked to the independent variable
What happens if a relationship between independent and dependent variable is found
Do not conclude yet as the effect and independent variable could just be correlated
Causal relationship
The effect seen is caused by changing a variable
In what ways does science affect society
-Economically
-Socially
-Environmentally
How does science affect society economically
-Society has to consider the cost of implementing changes after scientific discoveries (e.g. climate change)
-Government has to justify spending money on research
How does science affect society socially
Decisions based on science may affect lives (e.g. nuclear power plants)
How does science affect society environmentally
Some scientific implementations may be more harmful to the environment than others
Base quantity
Quantities from which all other quantities can be derived
What does SI stand for
Système International
State the base quantities
-Mass
-Length
-Time
-Current
-Temperature
-Amount of substance
-Luminous intensity
Mass SI unit
Kilogram
Length SI unit
Metre
Time SI unit
Second
Current SI unit
Ampere
Temperature SI unit
KelvinmoA
Amount of substance SI unit
Mole
Luminous intensity SI unit
Candela
Kilogram abbreviation
kg
Metre abbreviation
m
Second abbreviation
s
Ampere abbreviation
A
Kelvin abbreviation
K
Mole abbreviation
mol
Candela abbreviation
cd
Femto
10-15
Pico
10-12
Nano
10-9