1.Easy
Data that are categories with no order, such as eye colour, are at which level of measurement?
- AOrdinal
- BRatio
- CNominal
- DInterval
2.Easy
A researcher places an advert asking for people to take part in a study. Which sampling method is this?
- AOpportunity sampling
- BStratified sampling
- CSystematic sampling
- DVolunteer (self-selected) sampling
3.Easy
Informed consent in research means participants:
- AMust complete the study once they start, as agreed in the signed form
- BAre paid for their time
- CNever learn the aims of the study
- DAgree to take part after being told what the study involves
4.Medium
A study is preregistered. This means that:
- AThe hypotheses, methods and analysis plan are recorded publicly before data collection
- BParticipants register their consent online
- CThe study has already been published
- DThe results were checked and approved by a second, independent statistician before publication
5.Medium
Why are behaviour categories in an observation operationalised before data collection?
- ASo participants know exactly what is being recorded
- BSo observers record the same behaviours consistently, improving reliability
- CSo the hypothesis can be changed after the data are seen
- DSo the observation becomes an experiment
6.Medium
A cross-sectional study compares 20-, 40- and 60-year-olds on technology use at the same time. Which problem may confound the age comparison?
- AOrder effects
- BPractice effects
- CCohort effects
- DFloor effects
7.Hard
A study shows that a questionnaire correlates strongly with an established test of the same construct. This supports:
- ATest–retest reliability
- BEcological validity
- CFace validity
- DConcurrent validity
8.Hard
Which non-parametric test compares two related samples, such as before-and-after scores on an ordinal scale?
- AChi-square test of independence
- BMann–Whitney U test
- CIndependent t-test
- DWilcoxon signed-rank test
Answer key
- 1. C · Nominal
- 2. D · Volunteer (self-selected) sampling
- 3. D · Agree to take part after being told what the study involves
- 4. A · The hypotheses, methods and analysis plan are recorded publicly before data collection
- 5. B · So observers record the same behaviours consistently, improving reliability
- 6. C · Cohort effects
- 7. D · Concurrent validity
- 8. D · Wilcoxon signed-rank test
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