Research Article

PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION

Volume: 16 Number: 31 May 31, 2026
TR EN

PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION

Abstract

This study develops a fuzzy multi-criteria decision-making (MCDM) model to assist parents in selecting private primary schools in İzmir, Türkiye. Faced with growing educational options, the model provides objective, data-driven guidance by evaluating five main criteria: academic quality, economic conditions, physical characteristics, managerial/social support, and location. Criterion weights were determined using the Fuzzy Analytic Hierarchy Process (F-AHP), and school rankings were derived using Fuzzy Multi-Attributive Ideal-Real Comparative Analysis (F-MAIRCA). Data from ten parents were collected via structured forms; uncertainty was modeled using triangular fuzzy numbers, followed by defuzzification and normalization. Results show that academic quality (0.465) is the most influential factor, followed by economic conditions (0.216). Among subcriteria, teacher and management quality ranked highest. F-MAIRCA analysis identified İzmir Anka College, MEF International School, and İ.T.Ü. İzmir Primary School as top performers. Sensitivity analysis confirmed the stability of rankings under varying weights. The integrated F-AHP → F-MAIRCA approach offers a reliable and transparent tool for educational decision-making, highlighting educational quality as the dominant factor in parental preferences.

Keywords

References

  1. 5580 Sayılı Özel Öğretim Kurumları Kanunu (2007). T.C. Resmî Gazete, 10015, 08.02.2007
  2. Alsauidi, F. (2015). Effect of the school facilities factor and sport activities factor on parents in terms of private and public school choice at Riyadh City Saudi Arabia. Universal Journal of Educational Research, 3(12), 1054-1069. DOI: 10.13189/ujer.2015.031215
  3. Anzar, U. (2023). Employee selection decision support system the best marketing at smk dwiwarna medan using the simple additive weighting method. j. of artif. intell. and eng. appl., 3(1), 440-447. https://doi.org/10.59934/jaiea.v3i1.351
  4. Aslan, A., Altay, G. (2019). Eğitim ve ekonomik büyüme ilişkisinin analizi: Türkiye’deki özel okullar örneği (Doktora Tezi). Nevşehir Hacı Bektaş Veli Üniversitesi, Nevşehir
  5. Aslan, E. A. (2019). Türkiye’de Özel Okullaşma. Bitlis Eren Üniversitesi Sosyal Bilimler Dergisi, 8(1), 263-276.
  6. Avşar, Z. (2016). Dershane ve özel okulların eğitim öğretim sistemimize etkileri. Eğitime Bakış Eğitim-Öğretim ve Bilim Araştırma Dergisi, 38, 38–42.
  7. Baum, D. (2018). The effectiveness and equity of public-private partnerships in education: a quasi-experimental evaluation of 17 countries. Education Policy Analysis Archives, 26, 105. https://doi.org/10.14507/epaa.26.3436
  8. Bayar, A., & Akın, E. (2023). Velilerin özel okulları tercih etme sebeplerinin incelenmesi. Journal of Social, Humanities and Administrative Sciences (JOSHAS), 9(64), 2892–2900. DOI: 10.29228/JOSHAS.68876

Details

Primary Language

English

Subjects

Econometrics (Other)

Journal Section

Research Article

Publication Date

May 31, 2026

Submission Date

December 4, 2025

Acceptance Date

May 20, 2026

Published in Issue

Year 2026 Volume: 16 Number: 31

APA
Durmuş, A., & İskender, A. (2026). PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION. Dicle Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 16(31), 381-428. https://doi.org/10.53092/duiibfd.1835795
AMA
1.Durmuş A, İskender A. PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. 2026;16(31):381-428. doi:10.53092/duiibfd.1835795
Chicago
Durmuş, Alkan, and Abdurrahman İskender. 2026. “PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION”. Dicle Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi 16 (31): 381-428. https://doi.org/10.53092/duiibfd.1835795.
EndNote
Durmuş A, İskender A (May 1, 2026) PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 16 31 381–428.
IEEE
[1]A. Durmuş and A. İskender, “PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION”, Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol. 16, no. 31, pp. 381–428, May 2026, doi: 10.53092/duiibfd.1835795.
ISNAD
Durmuş, Alkan - İskender, Abdurrahman. “PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION”. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 16/31 (May 1, 2026): 381-428. https://doi.org/10.53092/duiibfd.1835795.
JAMA
1.Durmuş A, İskender A. PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. 2026;16:381–428.
MLA
Durmuş, Alkan, and Abdurrahman İskender. “PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION”. Dicle Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, vol. 16, no. 31, May 2026, pp. 381-28, doi:10.53092/duiibfd.1835795.
Vancouver
1.Alkan Durmuş, Abdurrahman İskender. PARENTAL CHOICE OF PRIVATE PRIMARY SCHOOLS: A FUZZY MULTI-CRITERIA DECISION-MAKING EVALUATION. Dicle Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. 2026 May 1;16(31):381-428. doi:10.53092/duiibfd.1835795

                                                                                                                                                           32482   32483

All works published in this journal are licensed under the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) License.