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Table 1.

The division of cognitive attributes of PISA.

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Table 2.

Q Matrix of 12 items in PISA.

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Table 3.

Parameter statistics of different models.

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Table 4.

Residuals of 12 items in PISA for LLM and LCDM.

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Table 5.

The proportion distribution of six core mathematical competencies in four regions.

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Fig 1.

Probability distribution of mastery of students’ six mathematical competencies in four regions.

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Fig 2.

Students’ mathematics learning path in Shanghai, Taiwan, Macau and Hong Kong.

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