Data and supplemental material of the paper “Effectiveness of digital-based interventions for children with mathematical learning difficulties: A meta-analysis”

Data and supplement material of the article “Effectiveness of digital-based interventions for children with mathematical learning difficulties: A meta-analysis” (Benavides-Varela et al.) [1] are presented. Data were collected from studies included in the meta-analysis to evaluate the effects of digital-based interventions for children with mathematical learning difficulties compared to control conditions in group-designed randomized controlled trials. Literature search, inclusion criteria and coding procedure are described. PRISMA flow-chart is reported to summarize the literature search and coding of all the relevant characteristics of the primary studies is made available. This allows other researchers to easily access to the information needed to evaluate the studies and to use these data in future meta-analyses. However, researchers are highly recommended to refer to the original papers in order to check studies suitability to their own criteria. Moreover, in the supplemental material all the information needed to reproduce the meta-analysis results is reported together with the R code syntax. Data and supplemental material are available online (https://osf.io/ajdnv/).

[1]  Markus Gross,et al.  Design and evaluation of the computer-based training program Calcularis for enhancing numerical cognition , 2013, Front. Psychol..

[2]  Peter M. Nelson,et al.  Comparison of a math fact rehearsal and a mnemonic strategy approach for improving math fact fluency. , 2013, Journal of school psychology.

[3]  Asha K. Jitendra,et al.  Effects of Computer-Mediated Versus Teacher-Mediated Instruction on the Mathematical Word Problem-Solving Performance of Third-Grade Students With Mathematical Difficulties , 2013 .

[4]  M. Burns,et al.  Effect of a Computer-Delivered Math Fact Intervention as a Supplemental Intervention for Math in Third and Fourth Grades , 2012 .

[5]  Nur Azah Hamzaid,et al.  Development of computer play pedagogy intervention for children with low conceptual understanding in basic mathematics operation using the dyscalculia feature approach , 2016, Interact. Learn. Environ..

[6]  Michael von Aster,et al.  Mental number line training in children with developmental dyscalculia , 2011, NeuroImage.

[7]  Silvia Cristina Martini Rodrigues,et al.  Effect of a Virtual Environment on the Development of Mathematical Skills in Children with Dyscalculia , 2014, PloS one.

[8]  David J. Purpura,et al.  Fostering At-Risk Kindergarten Children's Number Sense , 2012 .

[9]  T. Klingberg,et al.  Short and Long-Term Effects of a Mathematics Tablet Intervention for Low Performing Second Graders , 2018, Journal of Educational Psychology.

[10]  David J. Purpura,et al.  Can Computer-Assisted Discovery Learning Foster First Graders’ Fluency With the Most Basic Addition Combinations? , 2013 .

[11]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[12]  S. Dehaene,et al.  Computer-Assisted Intervention for Children with Low Numeracy Skills , 2009 .

[13]  Douglas Fuchs,et al.  The Effects of Computer-Assisted Instruction on Number Combination Skill in At-Risk First Graders , 2006, Journal of learning disabilities.

[14]  Pirjo Aunio,et al.  The effects of educational computer game on low-performing children’s early numeracy skills – an intervention study in a preschool setting , 2017 .

[15]  Sherry L. Stultz.  The effectiveness of computer-assisted instruction for teaching mathematics to students with specific learning disability , 2008 .

[16]  Tuire Koponen,et al.  Individual variance in responsiveness to early computerized mathematics intervention , 2015 .

[17]  Claudio Zandonella Callegher,et al.  Data and supplemental material of the paper “Effectiveness of digital-based interventions for children with mathematical learning difficulties: A meta-analysis” , 2020, Comput. Educ..

[18]  D. Moher,et al.  Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. , 2010, International journal of surgery.