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. Author manuscript; available in PMC: 2023 Oct 1.
Published in final edited form as: Dev Psychol. 2022 Jun 30;58(10):1962–1973. doi: 10.1037/dev0001396

Table 5.

Functional Form of Backward Digit Span in the ECLS-K:2011 and Restricted-range PSID-CDS.

PSID-CDS, Backward Digit Span ECLS-K:2011, Numbers Reversed

Functional Form Model 1 Model 2 Model 3 Model 4 Model 1 Model 2 Model 3 Model 4

Linear b 0.620 2.360 5.577 7.307 18.051 38.796
SE 0.023 0.280 2.529 0.053 0.196 0.551
Lower CI 0.575 1.810 0.619 7.203 17.666 37.711
Upper CI 0.664 2.909 10.534 7.410 18.435 39.880
p-value <.001 <.001 0.027 <.001 <.001 <.001
AIC 105055483 351071978
BIC 105055507 351072019
Quadratic b −0.101 −0.488 −1.461 −8.266
SE 0.016 0.305 0.027 0.170
Lower CI −0.134 −1.086 −1.514 −8.602
Upper CI −0.069 0.110 −1.408 −7.930
p-value <.001 0.110 <.001 <.001
AIC 104487838 349613642
BIC 104487868 349613692
Cubic b 0.015 0.605
SE 0.012 0.015
Lower CI −0.008 0.576
Upper CI 0.039 0.635
p-value 0.208 <.001
AIC 104463551 348801730
BIC 104463586 348801784
Logarithmic b 5.250 20.714
SE 0.186 0.126
Lower CI 4.886 20.466
Upper CI 5.615 20.962
p-value <.001 <.001
AIC 104704659 348702742
BIC 104704683 348702778

Note: The age range for the PSID-CDS is restricted to ages 6–11 to mirror the ages in the ECLS-K:2011. Missing data were handled using multiple imputation, and baseline cross-sectional sampling weights were used. Bolded values indicate best fitting models.