Jurnal Pendidikan Matematika (JUDIKA EDUCATION)
Vol. 9 No. 4 (2026): Jurnal Pendidikan Matematika:Judika Education

Model Data Envelopment Analysis untuk Mengukur Efisiensi Manajemen Satuan PAUD dalam Mendukung Capaian Numerasi Anak Usia Dini

Fera Luicia Tampi (Unknown)
Sumilat, Margareta Oktavia (Unknown)
Raflesia, Citra (Unknown)



Article Info

Publish Date
14 Aug 2026

Abstract

This study aims to develop an output-oriented BCC-DEA mathematical model to measure the relative efficiency of early childhood education management in supporting children’s numeracy. A quantitative methodological study used deterministic simulation of 20 synthetic Decision Making Units (DMUs). Inputs comprised program expenditure per child, teacher ratio, media index, and stimulation hours; outputs comprised the numeracy index and the percentage of children meeting developmental criteria. The results identified seven efficient and 13 inefficient DMUs, with a mean pure technical efficiency of 0.9494. PAUD-09 appeared most frequently as a peer, followed by PAUD-17 and PAUD-18. Inefficient DMUs required output improvements of approximately 2.19%–20.72% with unchanged inputs, and sensitivity analysis showed very high correlations with the baseline model. BCC-DEA is therefore able to generate measurable efficiency, benchmarking, and improvement-target information; empirical use requires homogeneous DMUs, validated numeracy instruments, and data-quality audits.   Keywords: BCC-DEA; Early Childhood Management; Early Numeracy; Educational Efficiency; Mathematical Modelling

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Journal Info

Abbrev

JUDIKA

Publisher

Subject

Education Mathematics

Description

Jurnal Pendidikan Matematika (Judika Education) memuat artikel hasil penelitian baik penelitian menggunakan pendekatan kuantitatif, kualitatif, dan mixed method yang terkait dengan bidang ilmu pendidikan ...