The data is a subset of TIMSS 2011 USA data and includes responses for six statements to measure attitudes towards math. These rating scale items have response codes from 0 to 3 with 0 indicating "I strongly disagree", 1 indicating "I disagree", 2 indicating "I agree", and 3 indicating "I strongly agree" for a given statement. Note that items 14B and 14C has to be reverse coded before analysis to make them consistent with other four items.

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A data frame with 10079 observaiton and 6 items.

`Q14A`

I enjoy learning mathematics

`Q14B`

I wish have not to study Math

`Q14C`

Mathematics is boring

`Q14D`

I learn interesting things in mathematics class

`Q14E`

I like mathematics

`Q14F`

I think it's important to do well in mathematics

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