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Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial
Background Adaptive computerized interventions may help improve preterm children’s academic success, but randomized trials are rare. We tested whether a math training (XtraMath®) versus an active control condition (Cogmed®; working memory) improved school performance. Training feasibility was also e...
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Published in: | Pediatric research 2021-05, Vol.89 (6), p.1492-1499 |
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Main Authors: | , , , , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | Background
Adaptive computerized interventions may help improve preterm children’s academic success, but randomized trials are rare. We tested whether a math training (XtraMath®) versus an active control condition (Cogmed®; working memory) improved school performance. Training feasibility was also evaluated.
Methods
Preterm born first graders,
N
= 65 (28–35 + 6 weeks gestation) were recruited into a prospective randomized controlled multicenter trial and received one of two computerized trainings at home for 5 weeks. Teachers rated academic performance in math, reading/writing, and attention compared to classmates before (baseline), directly after (post), and 12 months after the intervention (follow-up). Total academic performance growth was calculated as change from baseline (hierarchically ordered—post test first, follow-up second).
Results
Bootstrapped linear regressions showed that academic growth to post test was significantly higher in the math intervention group (
B
= 0.25 [95% confidence interval: 0.04–0.50],
p
= 0.039), but this difference was not sustained at the 12-month follow-up (
B
= 0.00 [−0.31 to 0.34],
p
= 0.996). Parents in the XtraMath group reported higher acceptance compared with the Cogmed group (mean difference: −0.49, [−0.90 to −0.08],
p
= 0.037).
Conclusions
Our findings do not show a sustained difference in efficacy between both trainings. Studies of math intervention effectiveness for preterm school-aged children are warranted.
Impact
Adaptive computerized math training may help improve preterm children’s short-term school performance.
Computerized math training provides a novel avenue towards intervention after preterm birth.
Well-powered randomized controlled studies of math intervention effectiveness for preterm school-aged children are warranted. |
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ISSN: | 0031-3998 1530-0447 |
DOI: | 10.1038/s41390-020-01114-w |