The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania

Educational achievement plays a significant role in the labour market, benefiting individuals and society. Graduating from high school is a key step towards better employment opportunities and a prerequisite for higher education attainment. In 2023, only 22.5% of the Romanian population graduated te...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:ISPRS International Journal of Geo-Information
المؤلفون الرئيسيون: Angelo Andi Petre, Liliana Dumitrache, Alina Mareci, Alexandra Cioclu
التنسيق: مقال
اللغة:الإنجليزية
منشور في: MDPI AG 2025-04-01
الموضوعات:
الوصول للمادة أونلاين:https://www.mdpi.com/2220-9964/14/5/183
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author Angelo Andi Petre
Liliana Dumitrache
Alina Mareci
Alexandra Cioclu
author_facet Angelo Andi Petre
Liliana Dumitrache
Alina Mareci
Alexandra Cioclu
author_sort Angelo Andi Petre
collection DOAJ
container_title ISPRS International Journal of Geo-Information
description Educational achievement plays a significant role in the labour market, benefiting individuals and society. Graduating from high school is a key step towards better employment opportunities and a prerequisite for higher education attainment. In 2023, only 22.5% of the Romanian population graduated tertiary education, while 16.6% left education or training early. The Romanian public high school network comprises 1558 units, mostly located in urban areas. The high school enrolment rate is 83.5% in urban areas, and it drops to less than 60% in rural areas, with the country registering the highest out-of-school rate in the EU for the 15-year-old population. Spatial accessibility may influence enrolment in high schools, particularly for students living in rural or remote areas, who often face financial challenges fuelled by long distances and limited transportation options. Hence, travel distance may represent a potential barrier to completing the educational process or may determine inequalities in educational opportunities and outcomes. This paper aims to assess the spatial accessibility of the public high school network in Romania by using distance data provided by the Open Street Map API (Application Programming Interface). We examine variations in spatial accessibility based on the distribution of high school units and road network characteristics considering three variables: travel distance to the nearest high school, the average distance to three different categories of high schools, and the number of high schools located within a 20 km buffer zone. The results highlight a significant urban–rural divide in the availability of public high school facilities, with 84.1% (<i>n</i> = 1311) located in urban areas while 49.1% of the high school-aged population lives in rural areas. Many rural communities lack adequate educational facilities, often having limited options for high school education. The findings also show that 32% of the high school-aged population has to travel more than 10 km to the nearest high school, and 7% has no high school options within a 20 km buffer zone. This study provides insights into the educational landscape in Romania, pointing out areas with limited access to high schools, which contributes to further inequalities in educational attainment. The findings may serve as a basis for developing policies and practices to bridge the urban–rural divide in educational opportunities and foster a more equitable and inclusive education system.
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spelling doaj-art-9e2ccd997f594c84bb3efda4ae2d48ba2025-08-20T02:33:54ZengMDPI AGISPRS International Journal of Geo-Information2220-99642025-04-0114518310.3390/ijgi14050183The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in RomaniaAngelo Andi Petre0Liliana Dumitrache1Alina Mareci2Alexandra Cioclu3Faculty of Geography, University of Bucharest, 010041 Bucharest, RomaniaFaculty of Geography, University of Bucharest, 010041 Bucharest, RomaniaFaculty of Geography, University of Bucharest, 010041 Bucharest, RomaniaFaculty of Geography, University of Bucharest, 010041 Bucharest, RomaniaEducational achievement plays a significant role in the labour market, benefiting individuals and society. Graduating from high school is a key step towards better employment opportunities and a prerequisite for higher education attainment. In 2023, only 22.5% of the Romanian population graduated tertiary education, while 16.6% left education or training early. The Romanian public high school network comprises 1558 units, mostly located in urban areas. The high school enrolment rate is 83.5% in urban areas, and it drops to less than 60% in rural areas, with the country registering the highest out-of-school rate in the EU for the 15-year-old population. Spatial accessibility may influence enrolment in high schools, particularly for students living in rural or remote areas, who often face financial challenges fuelled by long distances and limited transportation options. Hence, travel distance may represent a potential barrier to completing the educational process or may determine inequalities in educational opportunities and outcomes. This paper aims to assess the spatial accessibility of the public high school network in Romania by using distance data provided by the Open Street Map API (Application Programming Interface). We examine variations in spatial accessibility based on the distribution of high school units and road network characteristics considering three variables: travel distance to the nearest high school, the average distance to three different categories of high schools, and the number of high schools located within a 20 km buffer zone. The results highlight a significant urban–rural divide in the availability of public high school facilities, with 84.1% (<i>n</i> = 1311) located in urban areas while 49.1% of the high school-aged population lives in rural areas. Many rural communities lack adequate educational facilities, often having limited options for high school education. The findings also show that 32% of the high school-aged population has to travel more than 10 km to the nearest high school, and 7% has no high school options within a 20 km buffer zone. This study provides insights into the educational landscape in Romania, pointing out areas with limited access to high schools, which contributes to further inequalities in educational attainment. The findings may serve as a basis for developing policies and practices to bridge the urban–rural divide in educational opportunities and foster a more equitable and inclusive education system.https://www.mdpi.com/2220-9964/14/5/183educationhigh school networkspatial accessibilityurban–rural divideRomania
spellingShingle Angelo Andi Petre
Liliana Dumitrache
Alina Mareci
Alexandra Cioclu
The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
education
high school network
spatial accessibility
urban–rural divide
Romania
title The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
title_full The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
title_fullStr The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
title_full_unstemmed The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
title_short The Urban–Rural Education Divide: A GIS-Based Assessment of the Spatial Accessibility of High Schools in Romania
title_sort urban rural education divide a gis based assessment of the spatial accessibility of high schools in romania
topic education
high school network
spatial accessibility
urban–rural divide
Romania
url https://www.mdpi.com/2220-9964/14/5/183
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