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. Author manuscript; available in PMC: 2021 Dec 1.
Published in final edited form as: J Learn Disabil. 2021 Jan 14;54(6):466–483. doi: 10.1177/0022219420982981

Table 2.

Correlations (Pearson’s r) Among Measures of Reading, Mathematics, Writing, and Cognitive G

Reading Mathematics Writing
Basic Complex Basic Complex Basic Complex
1. 2. 3. 4. 5. 6. 7. 8. 9. 10. 11. 12. 13. 14. 15. 16. 17. 18. 19.
Reading
Basic
 1.PIAT Reading
 2.PIAT Spelling .71
 3.TLWRT .87 .74
 4.TOWRE .66 .56 .82
 5.GORT-3 Fluency .79 .70 .82 .70
Complex
 6.PIAT Comprehension .69 .57 .67 .52 .61
 7. WJ-III Passage Comp .66 .54 .64 .49 .62 .65
 8.QRI Questions .36 .24 .36 .26 .37 .38 .45
 9.GORT-3 Comprehension .44 .34 .41 .28 .41 .46 .49 .39
Mathematics
Basic
 10. WRAT-R Arithmetic .53 .46 .55 .42 .54 .49 .50 .26 .28
 11. WJ-III Math Fluency .43 .35 .45 .48 .56 .34 .36 .19 .22 .64
Complex
 12.Wechsler Arithmetic .52 .45 .53 .43 .55 .48 .52 .32 .35 .70 .52
 13.WJ-III Applied Problems .48 .41 .52 .32 .49 .47 .51 .34 .39 .64 .46 .68
Writing
Basic
 14.WRAT-R Spelling .82 .76 .85 .63 .79 .61 .59 .25 .33 .55 .48 .53 .46
 15.Handwriting Copy .36 .33 .39 .45 .46 .30 .27 .10 .16 .35 .45 .30 .23 .40
Complex
 16.WJ-III Writing Fluency .54 .46 .59 .56 .60 .46 .50 .27 .32 .54 .47 .47 .46 .56 .57
 17.WJ-III Writing Samples .47 .42 .48 .30 .51 .46 .45 .29 .40 .48 .33 .43 .46 .51 .33 .44
 18.TOWL-4 Story .38 .29 .39 .36 .38 .30 .42 .18 .23 .36 .39 .33 .38 .37 .42 .46 .40
 19.WIAT-III Essay .45 .33 .47 .36 .44 .32 .41 .32 .27 .37 .28 .35 .38 .41 .24 .41 .34 .33
Cognitive g
 20. FSIQ .54 .47 .56 .42 .57 .59 .62 .47 .50 .51 .26 .64 .34 .48 .31 .50 .46 .27 .32

Note. All correlations were significant at the p<.001 level.

White boxes represent intra-construct correlations at either the basic or complex level. Light gray boxes represent intra-construct correlations across basic and complex measures. Darker gray boxes represent cross-construct correlations.

PIAT: Peabody Individual Achievement Test; TLWRT: Time Limited Word Recognition Test; TOWRE: Test of Word Reading Efficiency; GORT-3: Gray Oral Reading Tests—Third Edition; QRI: Qualitative Reading Inventory; WIAT-III: Wechsler Individual Achievement Test—Third Edition; WJ-III: Woodcock Johnson Tests of Achievement—Third Edition; WRAT-R: Wide Range Achievement Test—Revised; FSIQ: Full Scale IQ