In psychological research, findings and conclusions are closely linked - but they’re not the same thing. Here's how to help students distinguish them clearly:
🔍 Findings: What the data shows
Findings are the results of a study — the raw or processed data that emerge from the research. This might include:
- Statistical outcomes (e.g. mean scores, correlation coefficients)
- Observed behaviours
- Patterns or trends in the data
They are descriptive and objective - they tell us what happened, but not why.
For example, in a study on screen time and language skills, a finding might be:
“Children who used screens for more than 3 hours a day scored lower on vocabulary tests.”
This is a result, not an interpretation.
🧠 Conclusions: What the researcher infers
Conclusions go a step further. They are interpretations of the findings - what the researcher believes the results mean in the context of the hypothesis or theory.
They often involve:
- Inference (e.g. suggesting a relationship or cause)
- Evaluation (e.g. considering limitations or implications)
- Judgement (e.g. deciding whether the hypothesis was supported)
Using the same example, a conclusion might be:
“Excessive screen time may negatively impact children's language development.”
This is a claim based on the findings - and it mus be justified with evidence.
🧪 Common candidate pitfalls
Insights from the latest exam analysis in show that many candidates:
- Summarise findings but don’t go on to draw conclusions
- Confuse correlation with causation, especially when drawing conclusions from correlational data
- Miss AO3 marks by failing to justify their conclusions with data
For example, some candidates inferred cause and effect from correlational findings, which is a misstep. Others described the results well but didn’t interpret them - meaning they missed the chance to demonstrate deeper understanding.
✅ How to support students
1. Teach the difference explicitly. Use examples from past papers to show how findings and conclusions are assessed separately under AO2 and AO3.
2. Use sentence starters. Encourage students to use phrases like:
- “The data shows…” (for findings)
- “This suggests that…” or “This may indicate…” (for conclusions)
3. Practice with unseen data. Give students unfamiliar graphs or tables and ask them to:
- Describe the findings
- Draw a justified conclusion
4. Highlight the importance of justification. Remind students that conclusions must be backed up with data - this is where AO3 marks come from.