Do Executive Function Skills Moderate the Effect of Spanish Early Reading Skills on English Reading Trajectory
Abstract
1. Introduction
1.1. Cross-Language Transfer: The Role of Spanish Early Reading Skills in English Reading
1.2. The Role of Executive Function (EF) in English Reading
1.3. The Potential Moderating Role of EF in the Cross-Language Transfer
1.4. The Current Study
2. Methods
2.1. Data Source
2.2. Measures
2.2.1. English Reading Achievement
2.2.2. Spanish Early Reading Skills
2.2.3. Working Memory
2.2.4. Cognitive Flexibility
2.2.5. Inhibitory Control
2.2.6. Control Variables
2.3. Analytical Approach
Latent Growth Curve Analysis
3. Results
3.1. Unconditional Growth Curve Model
3.2. The Roles of Early Literacy and EF Skills
4. Discussion
4.1. Distinct Developmental Resources for Initial English Reading and Later Growth
4.2. EF as a Moderator in Cross-Language Transfer
4.3. Limitations and Future Directions
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| EB | Emergent Bilingual |
| EF | Executive Function |
| WM | Working Memory |
| IC | Inhibitory Control |
| CF | Cognitive Flexibility |
| ECLS-K:2011 | Early Childhood Longitudinal Study, Kindergarten Class of 2010–2011 |
| NCES | National Center for Education Statistics |
| L1 | First Language |
| L2 | Second Language |
| SES | Socioeconomic Status |
| FIML | Full Information Maximum Likelihood |
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| Variable | Minimum | Maximum | Missingness % | Mean | SD |
|---|---|---|---|---|---|
| K reading | 32.58 | 86.15 | 2.27% | 53.36 | 10.47 |
| G1 reading | 32.77 | 114.32 | 6.82% | 74.07 | 15.25 |
| G2 reading | 45.91 | 137.80 | 9.09% | 91.90 | 16.22 |
| G3 reading | 65.55 | 144.23 | 11.36% | 103.59 | 15.53 |
| G4 reading | 76.62 | 149.07 | 13.64% | 113.76 | 15.43 |
| G5 reading | 73.63 | 157.35 | 14.29% | 120.46 | 16.02 |
| Spanish early reading skills | 2.83 | 29.12 | 0.00% | 12.80 | 5.35 |
| Working memory | 393.00 | 494.00 | 0.32% | 401.04 | 19.14 |
| Cognitive flexibility | 0.00 | 18.00 | 0.32% | 11.08 | 4.48 |
| Inhibitory control | 1.00 | 7.00 | 10.71% | 4.65 | 1.32 |
| English oral proficiency | 0.00 | 11.00 | 0.00% | 4.69 | 3.31 |
| Age | 57.57 | 81.93 | 0.65% | 66.14 | 4.27 |
| Female | 0.00 | 1.00 | 0.65% | 0.51 | 0.50 |
| SES | −2.33 | 0.40 | 13.64% | −1.08 | 0.38 |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. K reading | 1 | |||||||||||||
| 2. G1 reading | 0.64 *** | 1 | ||||||||||||
| 3. G2 reading | 0.59 *** | 0.83 *** | 1 | |||||||||||
| 4. G3 reading | 0.53 *** | 0.72 *** | 0.85 *** | 1 | ||||||||||
| 5. G4 reading | 0.54 *** | 0.74 *** | 0.82 *** | 0.84 *** | 1 | |||||||||
| 6. G5 reading | 0.49 *** | 0.70 *** | 0.78 *** | 0.83 *** | 0.84 *** | 1 | ||||||||
| 7. Spanish early reading skills | 0.22 ** | 0.43 *** | 0.44 *** | 0.44 *** | 0.46 *** | 0.51 *** | 1 | |||||||
| 8. Working memory | 0.14 | 0.29 *** | 0.31 *** | 0.33 *** | 0.30 *** | 0.36 *** | 0.50 *** | 1 | ||||||
| 9. Cognitive flexibility | 0.21 ** | 0.28 *** | 0.25 *** | 0.19 ** | 0.22 *** | 0.20 *** | 0.31 *** | 0.21 *** | 1 | |||||
| 10. Inhibitory control | 0.24 *** | 0.30 *** | 0.33 *** | 0.33 *** | 0.32 *** | 0.30 *** | 0.24 *** | 0.15 * | 0.26 *** | 1 | ||||
| 11. English oral proficiency | 0.20 ** | 0.16 * | 0.16 * | 0.11 | 0.11 | 0.10 | 0.07 | −0.02 | 0.09 | 0.06 | 1 | |||
| 12. Age | 0.11 | 0.15 *** | 0.20 ** | 0.11 | 0.13 * | 0.14 * | 0.39 *** | 0.23 *** | 0.25 *** | 0.11 | 0.11 | 1 | ||
| 13. Female | 0.20 ** | 0.22 *** | 0.24 *** | 0.23 *** | 0.21 ** | 0.22 *** | 0.24 *** | 0.06 | 0.14 * | 0.27 *** | 0.03 | 0.09 | 1 | |
| 14. SES | 0.09 | 0.12 | 0.10 | 0.08 | 0.12 * | 0.13 | 0.14 * | 0.14 * | 0.05 | 0.04 | 0.00 | −0.03 | 0.01 | 1 |
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Zheng, Z.; Yan, L.; Shen, Y. Do Executive Function Skills Moderate the Effect of Spanish Early Reading Skills on English Reading Trajectory. Educ. Sci. 2026, 16, 1243. https://doi.org/10.3390/educsci16081243
Zheng Z, Yan L, Shen Y. Do Executive Function Skills Moderate the Effect of Spanish Early Reading Skills on English Reading Trajectory. Education Sciences. 2026; 16(8):1243. https://doi.org/10.3390/educsci16081243
Chicago/Turabian StyleZheng, Zihan, Lingyi Yan, and Ye Shen. 2026. "Do Executive Function Skills Moderate the Effect of Spanish Early Reading Skills on English Reading Trajectory" Education Sciences 16, no. 8: 1243. https://doi.org/10.3390/educsci16081243
APA StyleZheng, Z., Yan, L., & Shen, Y. (2026). Do Executive Function Skills Moderate the Effect of Spanish Early Reading Skills on English Reading Trajectory. Education Sciences, 16(8), 1243. https://doi.org/10.3390/educsci16081243

