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Knowledge survey questions with a confidence scale

Question bank of nine knowledge survey items for an introductory statistics course, in three sections, rated on a three-point confidence scale.
Each item is a task from the course. Students rate how well they could do it now, not whether they liked the topic. Source: Response scale adapted from Nuhfer and Knipp, 2003

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

  1. Choose between the mean and the median for a skewed variable and explain why
  2. Read a box plot and name the outliers
  3. Calculate a standard deviation by hand for five values

Inference

  1. Explain what a 95% confidence interval does and does not tell you
  2. State the null hypothesis for a two-group comparison
  3. Decide whether a p-value of 0.04 supports a claim in a given study

Choosing a test

  1. Pick a test for comparing two groups on a 1 to 5 rating
  2. Say when a chi-square test is the right choice
  3. 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>