Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Jaekel, Julia, Heuser, Katharina M., Zapf, Antonia, Roll, Claudia, Nuñez, Francisco Brevis, Bartmann, Peter, Wolke, Dieter, Felderhoff-Mueser, Ursula, Huening, Britta
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2020
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
_version_ 1783600469912846336
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
work_keys_str_mv AT jaekeljulia pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT heuserkatharinam pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT zapfantonia pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT rollclaudia pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT nunezfranciscobrevis pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT bartmannpeter pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT wolkedieter pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT felderhoffmueserursula pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial
AT hueningbritta pretermchildrenslongtermacademicperformanceafteradaptivecomputerizedtraininganefficacyandprocessanalysisofarandomizedcontrolledtrial