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MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries
Generation of quality data to aid planning, assessing the education performance, monitoring programs implementation and learning outcomes are the basic functions of the Education Management Information System (EMIS). This study examines the existing EMIS in the Pacific Island Countries PICs and prof...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707281/ https://www.ncbi.nlm.nih.gov/pubmed/36467856 http://dx.doi.org/10.1007/s42979-022-01457-7 |
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author | Badru, Lawal Olarotimi Vasudevan, Vani Lingam, Govinda Ishwar Khan, M. G. M. |
author_facet | Badru, Lawal Olarotimi Vasudevan, Vani Lingam, Govinda Ishwar Khan, M. G. M. |
author_sort | Badru, Lawal Olarotimi |
collection | PubMed |
description | Generation of quality data to aid planning, assessing the education performance, monitoring programs implementation and learning outcomes are the basic functions of the Education Management Information System (EMIS). This study examines the existing EMIS in the Pacific Island Countries PICs and proffers solution. A SWOT analysis on the selected PICs EMIS through the published technical reports and policy documents from government and donors’ between years 2000 and 2021, revealed that EMIS in PICs have not progressed beyond the stages of collecting demographic data and generating basic indicators. Fiji EMIS which has prospect of leading other PICs EMIS could only generate few indicators manually, and the findings indicate that these indicators are not being considered in decision making. To solve these defects, we proposed data-driven microservices architecture developed with MERN (MongoDB, ExpressJS, ReactJS, and NodeJS) stack on 13 NoSQL collections, tested with pseudonymised data from Fiji Ministry of Education (consisting of 98.6% Learners, 100.2% Schools and 99.5% Teachers in post). Our solution renders dynamic visualized production-ready education data and 28 UNESCO standard indicators to guide decision making and this may serve as a model for PICs EMIS. |
format | Online Article Text |
id | pubmed-9707281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Nature Singapore |
record_format | MEDLINE/PubMed |
spelling | pubmed-97072812022-11-29 MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries Badru, Lawal Olarotimi Vasudevan, Vani Lingam, Govinda Ishwar Khan, M. G. M. SN Comput Sci Original Research Generation of quality data to aid planning, assessing the education performance, monitoring programs implementation and learning outcomes are the basic functions of the Education Management Information System (EMIS). This study examines the existing EMIS in the Pacific Island Countries PICs and proffers solution. A SWOT analysis on the selected PICs EMIS through the published technical reports and policy documents from government and donors’ between years 2000 and 2021, revealed that EMIS in PICs have not progressed beyond the stages of collecting demographic data and generating basic indicators. Fiji EMIS which has prospect of leading other PICs EMIS could only generate few indicators manually, and the findings indicate that these indicators are not being considered in decision making. To solve these defects, we proposed data-driven microservices architecture developed with MERN (MongoDB, ExpressJS, ReactJS, and NodeJS) stack on 13 NoSQL collections, tested with pseudonymised data from Fiji Ministry of Education (consisting of 98.6% Learners, 100.2% Schools and 99.5% Teachers in post). Our solution renders dynamic visualized production-ready education data and 28 UNESCO standard indicators to guide decision making and this may serve as a model for PICs EMIS. Springer Nature Singapore 2022-11-29 2023 /pmc/articles/PMC9707281/ /pubmed/36467856 http://dx.doi.org/10.1007/s42979-022-01457-7 Text en © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Badru, Lawal Olarotimi Vasudevan, Vani Lingam, Govinda Ishwar Khan, M. G. M. MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title | MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title_full | MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title_fullStr | MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title_full_unstemmed | MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title_short | MERN Stack Web-Based Education Management Information Systems for Pacific Island Countries |
title_sort | mern stack web-based education management information systems for pacific island countries |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707281/ https://www.ncbi.nlm.nih.gov/pubmed/36467856 http://dx.doi.org/10.1007/s42979-022-01457-7 |
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