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Table 1.

Initial Statistical Reasoning Framework.

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Table 2.

Table for interview protocol.

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Table 2 Expand

Table 3.

Frequency of codes assigned to S8’s responses.

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Table 3 Expand

Table 4.

Refinements of the Statistical Reasoning Framework.

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Table 4 Expand

Table 5.

Examples of amended items for four constructs.

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Fig 1.

Students’ statistical reasoning levels across four constructs.

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Fig 2.

S8’s solution to find the standard deviation of the graph.

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Fig 2 Expand

Fig 3.

S4’s construction of a frequency polygon.

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Fig 3 Expand

Fig 4.

S7’s solution to find the interquartile range of the graph.

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Fig 5.

S5’s solution to find the interquartile range of the graph.

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Fig 5 Expand

Fig 6.

S3’s construction of a frequency polygon.

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Fig 6 Expand