Question bank
Knowledge survey questions with a confidence scale

A sample knowledge survey for an introductory statistics course, with nine items grouped under three course outcomes and a three-point confidence scale adapted from Nuhfer and Knipp. It is for lecturers and assessment leads who want item-level evidence of where students feel ready, to set beside exam results and course evaluations. Give it at the start and end of the course and compare. Koji can ask the follow-up about why a student feels unsure.
What's in this question bank
Answer scale: 1 Not confident, 2 Partly, 3 Could do it now.
Describing data
- Choose between the mean and the median for a skewed variable and explain why
- Read a box plot and name the outliers
- Calculate a standard deviation by hand for five values
Inference
- Explain what a 95% confidence interval does and does not tell you
- State the null hypothesis for a two-group comparison
- Decide whether a p-value of 0.04 supports a claim in a given study
Choosing a test
- Pick a test for comparing two groups on a 1 to 5 rating
- Say when a chi-square test is the right choice
- Spot a design where a paired test is needed
Use this image
Free to use in your docs, decks and posts under CC BY 4.0, as long as you credit Koji with a link to this page. To embed it, paste this into your page:
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<a href="https://www.koji.so/visuals/knowledge-survey-question-bank-confidence-scale"><img src="https://www.koji.so/visuals/knowledge-survey-question-bank-confidence-scale/knowledge-survey-question-bank-confidence-scale.png" alt="Question bank of nine knowledge survey items for an introductory statistics course, in three sections, rated on a three-point confidence scale." width="1200" height="784" /></a>
<p>Source: <a href="https://www.koji.so/visuals/knowledge-survey-question-bank-confidence-scale">Knowledge survey questions with a confidence scale</a>, Koji</p>

