Improvement in fractions magnitude understanding, but not part-whole understanding, mediates the intervention's effects on fraction outcomes¶
Claim · All claims
Evidence · 2 studies · 2 causalr2·q3
Currency · newest study 2017 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q3 i? In the first three RCTs, fractions magnitude understanding partially mediated intervention effects on the NAEP total score, while part-whole understanding did not mediate effects on magnitude outcomes. → Fuchs 2015
q3 i? In the first three RCTs, fractions magnitude understanding partially mediated intervention effects on NAEP total score, controlling for calculation improvement. → Lynn S. Fuchs 2017
q3 i? Improvement in fractions magnitude understanding completely mediated intervention effects on the part-whole outcome, while part-whole improvement did not mediate effects on magnitude understanding. → Lynn S. Fuchs 2017 (2)
Evidence¶
Fuchs 2015¶
Fuchs, L. S., Malone, A. S., Schumacher, R. F., Namkung, J., & Wang, A. (2015). Fraction Intervention for Students with Mathematics Difficulties: Lessons Learned from Five Randomized Control Trials. Vanderbilt University. https://www.researchgate.net/publication/Fraction-Intervention-for-Students-with-Mathematics-Difficulties
q3 · i? · causal · r2
Mediation analyses in the first three RCTs testing the NMAP hypothesis; no standardized effect size is printed for the mediation itself. In Year 1 the indirect effect via magnitude improvement was significant despite controlling for calculation improvement of "a substantial 2.50 SDs."
"Results showed that improvement in fractions magnitude understanding completely mediated the effects of intervention on the part-whole understanding outcome, but improvement in part-whole understanding did not mediate the effects of intervention on the outcome of fractions magnitude understanding."
Lynn S. Fuchs 2017¶
Lynn S. Fuchs, Amelia S. Malone, Robin F. Schumacher, Jessica Namkung, and Amber Wang. (2017). Fraction Intervention for Students With Mathematics Difficulties: Lessons Learned From Five Randomized Controlled Trials. Journal of Learning Disabilities. https://doi.org/10.1177/0022219416677249
q3 · i? · causal · r2
Mediation analysis in the Year 1 RCT with NAEP total score as outcome and number line improvement as mediator, controlling for calculation improvement on which effects were 2.50 SD. The indirect effect remained significant.
"Despite this stringent control, the intervention's indirect effect (via improvement in fractions magnitude understanding) was significant, with fractions magnitude understanding partially mediating the effects of fraction intervention on the NAEP total score, a general outcome."
Discussion¶
Learner Variables¶
- Proportional Reasoning — outcome: instruction changes it
Related Claims¶
- The multi-component measurement-focused fraction intervention outperforms part-whole-focused control on NAEP items, number line estimation, and calculations — related
- Fraction Face-Off! shows potentially positive effects on fourth-grade students' geometry and measurement outcomes, with a WWC-calculated average effect size of 0.96 and improvement index of +33 — related
- Fraction intervention students significantly outperform control students on generalized NAEP fraction items across five RCTs, with a mean ES of 0.58 — related
- Storytelling improved comparing fractions, equivalent fractions, creating and manipulating representations, and problem solving, but not part-whole interpretation or number-line use — related
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magnitude-understanding-mediation-fractions |
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