Identifikasi Faktor-faktor yang Memengaruhi Hasil Akreditasi SMA di Indonesia Berdasarkan Data ARKAS

Authors

  • Muh Nur Fiqri Adham Departemen Statistika, IPB University
  • Budi Susetyo Departemen Statistika, IPB University
  • Kusman Sadik Departemen Statistika, IPB University
  • Satriyo Wibowo Setditjen PAUD Dikdas Dikmen Kemendikbud

DOI:

https://doi.org/10.29244/xplore.v10i3.837

Keywords:

Accreditation, ARKAS, ordinal logistic regression

Abstract

Accreditation is an indicator of the quality of education at the education unit level. One affects the quality of education units is the school budget. School budgets are prepared in order to fulfill 8 national education standards. School budget management uses School Activity Plan and Budget Application (ARKAS) developed by the Ministry of Education, Culture, Research and Technology (Kemendikbudristek). ARKAS is an information system for managing school budget and expenditure planning. The Research is identifies the factors that influence the accreditation of high school (SMA) with accreditation as a response variable and 17 explanatory variables sourced from ARKAS and Dapodik data using ordinal logistic regression analysis. The best model stage is the model formed that has the smallest AIC value and has high model accuracy in determining the best model. The best model stage is the third model stage which is composed of 7 explanatory variables that affect the high school accreditation rating with AIC value of 1886,20 and model accuracy of 65,79%. The variables that affect to results of accreditation include school status, percentage of students eligible PIP, ratio of the number of students per number of teachers, percentage of teachers certified educators, ratio of the number of students per number of study groups, ratio of the number of students per number of computers, and ratio of the number of students per number of toilets

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Published

2021-09-30

How to Cite

Adham, M. N. F., Susetyo, B., Sadik, K., & Wibowo, S. (2021). Identifikasi Faktor-faktor yang Memengaruhi Hasil Akreditasi SMA di Indonesia Berdasarkan Data ARKAS. Xplore: Journal of Statistics, 10(3), 259–270. https://doi.org/10.29244/xplore.v10i3.837

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