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Record W4405738790 · doi:10.1007/s42330-024-00336-y

The Effect of Concrete and Virtual Manipulative Blended Instruction on Mathematical Achievement for Elementary School Students

2024· article· en· W4405738790 on OpenAlex
Hans-Stefan Siller, Sagheer Ahmad

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCanadian Journal of Science Mathematics and Technology Education · 2024
Typearticle
Languageen
FieldMathematics
TopicMathematics Education and Pedagogy
Canadian institutionsnot available
FundersJulius-Maximilians-Universität Würzburg
KeywordsMathematics educationScience educationPsychologyPedagogy

Abstract

fetched live from OpenAlex

Abstract Mathematics has been crucial to learning and extending the frontiers of knowledge in all academic areas. At the elementary level, several teaching approaches have been implemented to improve students’ mathematical achievement. However, compared to traditional teaching exposition techniques, the teaching with the use of math manipulatives has been found useful to enhance mathematical achievement. The current quasi-experimental study was carried out with Pakistani students, and aimed to explore the blended effect of concrete and virtual manipulatives on fifth-graders’ mathematical achievement. Different mathematical concepts such as whole number, decimals and percentages, fraction, unitary method, perimeter, area, and geometry from a grade 5 textbook were targeted for the intervention period. Following randomization, one section from a public school was chosen as a control group and the other section classified as an experimental group. The mathematical achievement of fifth graders was measured through mathematics achievement test (MAT), developed, and piloted for this particular study, in a pre–posttest design. The data were analysed using one-way ANCOVA and mixed between-within ANOVA test to examine the significant differences, if any exist, in pretest/posttest scores between and within the groups over the period of intervention. The results revealed blended use of concrete and virtual manipulatives significantly enhances students’ mathematical achievement as compared to the results achieved from traditional instruction. This study offers information for teachers and students to incorporate concrete and virtual manipulatives simultaneously in mathematics lessons.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.019
Threshold uncertainty score0.394

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.026
GPT teacher head0.359
Teacher spread0.333 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it