Introduction
Chosen topic
Theme 2: Geography of Accessibility with GIS-based Network Analysis
- Sub-theme 1: Impact of closures or mergers of education institutions on equity of access.
1. Introduction & Project Motivation
Github link: https://github.com/jkpok/GISProject.git
QGIS project link: SMT_Group5 (Final).zip
1.1 General Information on the Closure and Merger of Primary School and Junior College (JC)
Singapore is widely known for its people having the 2nd highest IQ population in the world (Worlddata.info, n.d.). In recent years, due to an increase in the standard of living and quality of life in Singapore, and with the pressure of inflation that has affected people all around the world, the cost of living has been increasing significantly and this has caused many Singaporeans to avoid having offspring which caused Singapore’s population to decline.
Therefore, with a decline in birth rate and a decrease in the population size for younger generations between the age of 0 to 6, the Ministry of Education of Singapore released a statement in 2018 that there will be 11 primary schools and 6 JC that will be closed between 2018 to 2025 as per our data preparation link (Ministry of Education Singapore, 2022). This is to ensure that the resources that the Ministry of Education have deployed will not be under-utilized while all students in primary schools will still have equal and high-quality access to education.
List of Primary School Closures we are studying
Balestier Hill Primary School
Coral Primary School
Da Qiao Primary School
East Coast Primary School
East View Primary School
Eunos Primary School
Guangyang Primary School
Loyang Primary School
MacPherson Primary School
Pioneer Primary School
Stamford Primary School
List of Junior College Closures we are studying
Innova Junior College
Jurong Junior College
National Junior College
Serangoon Junior College
Tampines Junior College
Temasek Junior College
1.2 Project Motivation
Singapore has long been regarded as a success story about a small island without natural resources turned world-class metropolis in one generation. However despite the boon we experienced, or perhaps because of it, the birthrate has been declining to the extent where schools have to be closed. Our team is incredibly concerned about the consequences of Singapore’s low birthrate which thus, led us to assess the impact of closures or mergers of education institutions on equity of access.
The chart below shows us that the number of primary schools has more than halved since 1990, which is incredibly concerning news.

1.3 Project Objective
To determine and measure the impact of closures/merges of primary schools and JC in Singapore from 2018 to 2025 towards Primary School and JC students and the equity of access to the remaining Primary Schools and JC in Singapore.
1.4 Project Data
| File name | Description | Source |
|---|---|---|
| Master Plan 2019 Subzone Boundary (No Sea) | Polygon layer of Singapore categorised by various sub-zones. | https://data.gov.sg/dataset/master-plan-2019-subzone-boundary-no-sea |
| Malaysia, Singapore, and Brunei | Vector layers from Open Street map, which were used to identify the roads and traffic of Singapore | https://download.geofabrik.de/asia/malaysia-singapore-brunei.html |
| Education | A csv file containing the names of schools in Singapore and their locations | https://elearn.smu.edu.sg/d2l/le/content/328735/viewContent/2062006/View
|
| Location of Primary School as at 2017 | A csv file containing the names of primary schools in Singapore and their locations | https://data.world/hxchua/primary-schools-in-singapore
|
| Location of JC | A website to search for existing and closed JC | https://geo.sg/gmaps/singapore-schools/show_data?utf8=%E2%9C%93&search=innova&button=#
|
| Primary Schools Closure and Mergers | An article from MOE containing the annex of Primary Schools that are affected by the closure or merger. | https://www.moe.gov.sg/-/media/files/news/press/2022/annex—names-of-schools-merging-between-2022-2025.ashx?la=en&hash=99BC8F6A971058F4AF09F1DEB1A16A1F0D9AB195 |
| Geographic Distribution | Geographic Distribution of the Population Trends. | https://www.singstat.gov.sg/find-data/search-by-theme/population/geographic-distribution/latest-data |
1.5 Scope of Work
| Theme | Person in Charge |
|---|---|
| Selection of project focus and conducting literature review | Chevy, Swinnerton, Andrew |
| Preparing proposal and project website | Chevy, Swinnerton, Andrew |
| Data collection, extraction, integration, transformation and wrangling | Chevy, Swinnerton, Andrew |
| Designing and building GIS model and database | Chevy, Swinnerton, Andrew |
| Performing GIS analysis | Chevy, Swinnerton, Andrew |
| Preparing poster and project webpage. | Chevy, Swinnerton, Andrew |
Others
| Theme | Person in Charge |
|---|---|
| School closure for Primary School | Chevy, Swinnerton |
| School closure for Junior College | Chevy, Andrew |
| Road network | Chevy, Swinnerton |
| QGIS, Report clean up | Chevy, Swinnerton, Andrew |
| Poster clean up | Chevy, Swinnerton, Andrew |
| Metadata | Chevy, Swinnerton, Andrew |
1.6 Project schedule