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. Author manuscript; available in PMC: 2021 Nov 1.
Published in final edited form as: Child Dev. 2020 Aug 1;91(6):2063–2082. doi: 10.1111/cdev.13409

Table 5.

Predicting English Expressive Vocabulary, as Measured by the EOWPVT, Between 2.5 and 5 Years, Estimates of Fixed Effects (and SEs) from a Series of Growth Models (N = 126)

Model 1 Model 2 Model 3 Model 3 p value
Intercept 4.68 (1.12)*** 7.78 (1.78)*** 6.74 (1.65) < .001
Age 8.26 (0.18)*** 7.58 (1.14)*** 8.59 (0.54) < .001
English Exposure 0.12 (0.02)*** 0.10 (0.03)*** 0.10 (0.02) < .001
Gender −1.74 (1.73) −1.18 (1.57) = .454
Phonological Memory in English 0.14 (0.04)*** 0.15 (0.03) < .001
Nonverbal IQ 0.04 (0.06) 0.08 (0.05) = .146
Mother Educated in English −0.40 (3.45) −0.21 (3.11) = .946
Mother College Degree in English 3.56 (3.50) 3.75 (3.16) = .238
Father Educated in English 3.74 (2.76) 4.72 (2.47) = .058
Father College Degree in English −4.11 (2.61) −4.15 (2.36) = .082
Age2 0.06 (0.22) −0.07 (0.10) = .704
Age × English Exposure 0.02 (0.02)
Age × Gender 0.09 (1.12)
Age × Phonological Memory in English 0.02 (0.02)
Age × Nonverbal IQ 0.10 (0.04)** 0.04 (0.01) < .001
Age × Mother Educated in English 0.58 (2.18)
Age × Mother College Degree in English 0.27 (2.21)
Age × Father Educated in English 1.83 (1.88)
Age × Father College Degree in English −1.08 (1.77)
Age2 × English Exposure −0.01 (0.00)
Age2 × Gender 0.10 (0.21)
Age2 × Phonological Memory in English 0.00 (0.00)
Age2 × Nonverbal IQ −0.01 (0.01)
Age2 × Mother Educated in English −0.14 (0.42)
Age2 × Mother College Degree in English −0.05 (0.42)
Age2 × Father Educated in English −0.40 (0.36)
Age2 × Father College Degree in English 0.35 (0.34)
Goodness of fit
 -2LL 4434.630 4175.093 4202.032
 AIC 4448.630 4237.096 4234. 032
 BIC 4479.649 4373.294 4304.329

Note. Model 1 includes Age and Exposure as predictors. Model 2 adds Gender, Phonological Memory in English, Maternal Education in English, Paternal Education in English, Age2, and all two-way interactions with Age and Age2. In Model 3, all nonsignificant interaction terms are trimmed; this is the most parsimonious model. −2LL = −2 log-likelihood; AIC = Akaike information criterion; BIC = Bayesian information criterion. EOWPVT = Expressive One Word Picture Vocabulary Test, Bilingual Edition.