Efficiency of Philippine public high schools using spatio-temporal stochastic frontier analysis
College
Ramon V. Del Rosario College of Business
Department/Unit
Decision Sciences and Innovation Dept
Document Type
Conference Proceeding
Source Title
4th National Conference [of the] Operations Research Society of the Philippines
Publication Date
2010
Abstract
This paper proposes a method for modeling production function of education using a stochastic frontier model with spatial temporal terms. Using a unique dataset that combines school achievement scores with school characteristics from 2005-2008, the efficiency of 4,900 public high schools in the Philippines in converting school inputs into test scores was estimated. Results show that the average inefficiency is at 41% and that there is a significant positive spatial externality in efficiency, which means that efficiency in one school can spill over to its neighbors. The model was found to be robust to various environmental variables included in the estimation. The results of the study will be important to guide policy makers in allocating limited resources to public schools.
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Recommended Citation
Abrigo, M. M., Lavado, R. F., Barrios, E. B., & Gozun, B. C. (2010). Efficiency of Philippine public high schools using spatio-temporal stochastic frontier analysis. 4th National Conference [of the] Operations Research Society of the Philippines Retrieved from https://animorepository.dlsu.edu.ph/faculty_research/7278
Disciplines
Secondary Education
Keywords
Public schools—Philippines
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