How do psychologists analyse and present the data they collect?
Data analysis: types of data, measures of central tendency (mean, median, mode) and the range, percentages, ratios and fractions, and ways of displaying data such as bar charts and tables.
A focused answer to Edexcel GCSE Psychology Topic 11, covering data analysis: types of data, measures of central tendency, the range, percentages, ratios and fractions, and displaying data.
Reviewed by: AI editorial process; not yet individually human-reviewed
Have a quick question? Jump to the Q&A page
Jump to a section
What this dot point is asking
Edexcel wants you to analyse and present data: know the types of data, calculate the measures of central tendency (mean, median, mode) and the range, work with percentages, ratios and fractions, and choose ways of displaying data. This is the maths of psychology, and at least 10 percent of the marks across the course are quantitative, so the calculations must be accurate.
Types of data and central tendency
The three measures of central tendency are:
- Mean: the arithmetic average. Add all the scores and divide by the number of scores. For scores , the mean is . It uses every value but is distorted by extreme scores (outliers).
- Median: the middle value when the scores are placed in order. For , the median is . With an even number of scores, it is the mean of the two middle values. It is not affected by outliers.
- Mode: the most frequent value. For , the mode is . It is the only measure usable for categories, but a data set can have more than one mode or none.
The range, percentages and ratios
These skills appear in source and data-response questions, where you read values from a table or graph and calculate. Always show your working and give the correct units.
Displaying data
Data is presented in a way that suits its type. A table shows raw or summarised values precisely. A bar chart suits data in separate categories (with gaps between the bars, because the categories are discrete), for example comparing mean scores between two groups. Choosing the right display makes the pattern clear and is itself examinable.
Try this
Q1. Find the mode of these scores: . [1 mark]
- Cue. (it appears most often).
Q2. Calculate the range of: . [1 mark]
- Cue. .
Q3. Express out of as a percentage. Show your working. [2 marks]
- Cue. .
Exam-style practice questions
Practice questions written in the style of Pearson Edexcel exam questions on this dot point, with worked answer explainers. The year tag is the paper they imitate, not the source.
Edexcel 20194 marksA psychologist records the number of words recalled by six participants: 7, 9, 5, 9, 12, 6. Calculate the mean and the range. Show your working. (Paper 2)Show worked answer →
This is a quantitative item; markers reward correct working as well as the final values.
Mean: add the scores and divide by how many there are. The sum is , and there are 6 scores, so the mean is words.
Range: subtract the smallest score from the largest. The largest is and the smallest is , so the range is words.
Markers reward the correct mean with working (sum then divide) and the correct range (largest minus smallest), each with the calculation shown. A common error is forgetting to show the sum or miscounting the number of scores.
Edexcel 20224 marksIn a study, 18 of 60 participants chose option A. Express this as a percentage and as a ratio of those who chose A to those who did not. (Paper 2)Show worked answer →
This item tests percentages and ratios; markers reward correct working and simplification.
Percentage: divide the number choosing A by the total and multiply by 100, so chose option A.
Ratio: 18 chose A and did not, giving a ratio of . Dividing both sides by 6 simplifies this to (those who chose A to those who did not).
Markers reward the percentage () with working and the ratio simplified to . A common error is leaving the ratio unsimplified or comparing A to the total rather than to those who did not choose A.
Related dot points
- Designing psychological research: aims and hypotheses (including null and alternative), experimental designs, types of experiment, and other research methods such as observations, questionnaires and case studies.
A focused answer to Edexcel GCSE Psychology Topic 11, covering how research is designed: aims and hypotheses (null and alternative), experimental designs, types of experiment, and other methods.
- Sampling methods (random, opportunity, stratified, systematic) and variables (independent, dependent and extraneous variables), and how variables are controlled.
A focused answer to Edexcel GCSE Psychology Topic 11, covering sampling methods (random, opportunity, stratified, systematic) and variables (independent, dependent, extraneous) and how they are controlled.
- Ethical issues in psychological research: consent, deception, protection from harm, confidentiality and the right to withdraw, the use of animals, and how researchers deal with these issues.
A focused answer to Edexcel GCSE Psychology Topic 11, covering ethical issues in research: consent, deception, protection from harm, confidentiality, the right to withdraw, the use of animals, and how they are dealt with.
- Core studies: Bartlett (1932) War of the Ghosts and Peterson and Peterson (1959) on short-term memory duration, including their aims, methods, results, conclusions and evaluation, and the reductionism-holism debate.
A focused answer to the Edexcel GCSE Psychology Topic 2 core studies: Bartlett (1932) War of the Ghosts and Peterson and Peterson (1959) on short-term memory, with aim, method, results, conclusion, evaluation and the reductionism-holism debate.
- Defining mental health: what is meant by mental health and mental health problems, how definitions and attitudes have changed over time, and the incidence of mental health problems.
A focused answer to Edexcel GCSE Psychology Topic 3, covering how mental health and mental health problems are defined, how attitudes have changed over time, and the incidence of mental health problems.
Sources & how we know this
- Pearson Edexcel GCSE (9-1) Psychology (1PS0) specification — Pearson Edexcel (2017)