Suggesting Improvements
- Improvements to an experiment help make it more reliable and reproducible to gain more trust in the results
- A common method is to use digital methods of data collection where possible
- These subsequently reduce uncertainties that are a result of human error (e.g., reaction time)
Software & Tools
- Graph plotting and data analysis software, such as Microsoft Excel, can be an invaluable tool
- Spreadsheets provide a very effective way of processing data, particularly when the amount of data is large
- Cameras can be used to take photos in experiments that happen too quickly to read a scale
- A camera can be used to take a photo burst as the experiment happens
- The scale can then be read from the photos afterwards
- If the time each photo is taken is known, or if the frame rate is known, then properties such as velocity can be calculated
Data Loggers
- Data loggers are a tool that allows for the quick and efficient gathering of data
- They are more accurate, quick and reliable than manual logging
- The information contained within a data logger can be inputted into a computer and formatted into a table
- After this is done the computer is able to calculate the average and plot graphs using the data and calculate gradients which quicker and more accurately than humans
- They are electronic devices that automatically monitor and record environmental parameters over time such as temperature, pressure, voltage or current
- It contains multiple sensors to receive the information and a computer chip to store it
A data logger measuring and displaying temperature using a probe
- The benefits of using data loggers and ICT (information and communication technology) include:
- Readings are taken with higher degrees of accuracy
- Reduction of human error (e.g. human reaction times, subjectiveness)
- Readings can be taken over a long period of time e.g. hourly readings of temperature over many days
- Readings can be taken in a very short period of time, which would be too quick for humans to see a difference
- Reduction in safety risks with extreme conditions such as measuring the temperature of boiling water
Computer Modelling
- Computer modelling is commonly done in conjunction with devices such as a data logger
- Modelling is about processing the data collected from a physics experiment into software or a spreadsheet
- Graphs and charts can be generated from a table of values
- These can then be exported to a scientific report
- One of the benefits of these computer programs is that time can be sped up to predict the future outcome of an experiment
Computer modelling uses a computer and sensors to analyse and display data
Making Methods Reproducible
- To improve upon an experimental method, it could be made more reproducible
- This is the ability to be properly reproduced for other scientists to also see if they get the same results
- For example, when measuring the resistivity of a wire, a constantan wire may be used
- If the same method is used to measure an accurate value of the resistivity of copper or aluminium, then this means the method is properly reproducible
- A further discussion of similarities and / or differences between the three wire materials can then be analysed
- Another example could be when measuring the count rate of a gamma ray source
- By using a more or less active source, more differentiation in their readings can be achieved