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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588952/ https://www.ncbi.nlm.nih.gov/pubmed/32919388 http://dx.doi.org/10.1038/s41390-020-01114-w |
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author | Jaekel, Julia Heuser, Katharina M. Zapf, Antonia Roll, Claudia Nuñez, Francisco Brevis Bartmann, Peter Wolke, Dieter Felderhoff-Mueser, Ursula Huening, Britta |
author_facet | Jaekel, Julia Heuser, Katharina M. Zapf, Antonia Roll, Claudia Nuñez, Francisco Brevis Bartmann, Peter Wolke, Dieter Felderhoff-Mueser, Ursula Huening, Britta |
author_sort | Jaekel, Julia |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-7588952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-75889522020-10-27 Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial Jaekel, Julia Heuser, Katharina M. Zapf, Antonia Roll, Claudia Nuñez, Francisco Brevis Bartmann, Peter Wolke, Dieter Felderhoff-Mueser, Ursula Huening, Britta Pediatr Res Clinical Research Article 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. Nature Publishing Group US 2020-09-12 2021 /pmc/articles/PMC7588952/ /pubmed/32919388 http://dx.doi.org/10.1038/s41390-020-01114-w Text en © International Pediatric Research Foundation, Inc 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Clinical Research Article Jaekel, Julia Heuser, Katharina M. Zapf, Antonia Roll, Claudia Nuñez, Francisco Brevis Bartmann, Peter Wolke, Dieter Felderhoff-Mueser, Ursula Huening, Britta Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title | Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title_full | Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title_fullStr | Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title_full_unstemmed | Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title_short | Preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
title_sort | preterm children’s long-term academic performance after adaptive computerized training: an efficacy and process analysis of a randomized controlled trial |
topic | Clinical Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588952/ https://www.ncbi.nlm.nih.gov/pubmed/32919388 http://dx.doi.org/10.1038/s41390-020-01114-w |
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