What other variables beyond mathematical comprehension and connection abilities might influence students' mathematical representation ability
Research gap analysis derived from 5 education papers in our local library.
The gap
The study does not explore what other variables beyond mathematical comprehension and connection abilities might influence students' mathematical representation ability.
Evidence profile
Sourced from the future work and inline gaps and limitations of the source papers, classified as data gap, spanning 5 journals. Those papers have been cited 2 times in total.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 5 representative gaps
- Metacognition, Attitude Towards Mathematics and Academic Performance of Grade - 9 Students in a District of Nueva Vizcaya (2026) · International Journal of Sustainability and Advanced Integrated Research · doi
The model explained only low variance in academic performance, indicating that multiple unmeasured variables influence Grade 9 mathematics achievement; future studies must systematically investigate socioeconomic status, parental involvement, classroom environment quality, teacher pedagogical practices, and prior mathematical knowledge as predictors alongside metacognition and attitude.
data gapfuture workevidence 5/5Keywords: metacognition attitude academic performance variance Grade 9 mathematics multiple predictors socioeconomic - Early intervention experiences in Ecuador and Spain in mathematics for children with ASD/ADHD (2026) · Educación Matemática · doi
Parental involvement differentially predicted mathematics learning outcomes (1.8x in Ecuador vs. 1.2x in Spain), yet the mechanisms explaining why home learning support for mathematics shows reduced effectiveness in the Spanish context—despite greater technological and curricular resources—remain unexamined and require comparative analysis of family engagement variables.
data gapinline gapsevidence 5/5Keywords: parental involvement home learning support mathematics achievement Ecuador Spain contextual variables - Determinants of Students’ Mathematics Achievement: The Roles of Critical Thinking, Self-Efficacy, and Metacognitive Awareness Through Achievement Motivation (2026) · Kognitif: Jurnal Riset HOTS Pendidikan Matematika · doi
Factors such as prior mathematical knowledge, instructional quality, mathematics anxiety, task difficulty, teacher support, and home learning conditions may have played more decisive roles but were not included in the study.
data gapinline gapsevidence 4/5Keywords: factors prior mathematical knowledge instructional quality mathematics anxiety task difficulty teacher support home learning conditions - The Influence of Mathematical Comprehension and Connection Abilities on Students' Mathematical Representation Ability (2026) · Journal of Mathematics Instruction, Social Research and Opinion · doi
The study does not explore what other variables beyond mathematical comprehension and connection abilities might influence students' mathematical representation ability.
data gaplimitationsevidence 4/5Keywords: mathematical explore variables beyond comprehension connection abilities influence students representation ability - Why Structured Instruction Matters: A Comparative Effect of Four Instructional Models on Mathematics Achievement in Printed Modular Distance Learning (2026) · International Journal of Learning, Teaching and Educational Research · cited 2× · doi
The study does not fully explore how confounding variables like teacher follow-up consistency, baseline student mathematical readiness, and home-learning socio-economic conditions may have influenced the results.
data gaplimitationsevidence 4/5Keywords: fully explore confounding variables like teacher follow consistency baseline student mathematical readiness home learning socio
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