The Impact of Numeracy on Early Childhood Development: A Meta-Analysis of Experimental Studies
This study employs a meta-analytic approach to assess the impact of numeracy on early childhood development. Analyzing 41 experimental studies, the research aggregates data to provide a precise estimate of numeracy's effect size, enhancing the generalizability of findings. A random-effects model was utilized due to the high heterogeneity among studies (I² = 91.32%), indicating significant variability across different geographical regions, sample sizes, and intervention durations. The results demonstrate a statistically significant positive effect of numeracy on early childhood abilities, with a coefficient estimate of 0.56834 (p < 0.001). Despite the strong evidence supporting early numeracy interventions, the study highlights the need for context-specific approaches to maximize effectiveness. The analysis also reveals the presence of publication bias, as indicated by funnel plot symmetry and a fail-safe N of 7,159, suggesting robust findings. Future research should address the observed variability and further explore the contextual factors influencing the success of early numeracy programs.
Authors
- Heri Retnawati (ORCID: https://orcid.org/0000-0002-1792-5873)
- Fitri Nur Hidayah
Institutions
- Yogyakarta State University (ID)
Publication Details
- Journal
- Golden Age Jurnal Ilmiah Tumbuh Kembang Anak Usia Dini
- Published
- 2024-09-30
- DOI
- https://doi.org/10.14421/jga.2024.93-15
- Citations
- 1
- Primary Topic
- Education Systems and Policy
- Type
- article
- Field-Weighted Citation Impact
- 2.10