Evidence map›Paper›PMID 34962950›Full record

ArticlePloS one2021

Sustainable development and health assessment model of higher education in India: A mathematical modeling approach.

Chenchen Deng, Song Yang, Qingyang Liu, Songjie Feng, Chuangbin Chen

Abstract read
In one paragraph

Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Onboarding in Polish Enterprises in the Perspective of HR Specialists.International journal of environmental research and public health · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Chenchen DengJinhe Center for Economic Research, Xi'an Jiaotong University, Xi'an City, Shaanxi, China.
Song YangSchool of Energy and Power Engineering, Xi'an Jiaotong University, Xi'an City, Shaanxi, China.
Qingyang LiuJinhe Center for Economic Research, Xi'an Jiaotong University, Xi'an City, Shaanxi, China.
Songjie FengSchool of Electrical Engineering, Xi'an Jiaotong University, Xi'an City, Shaanxi, China.
Chuangbin ChenGraduate School of Engineering, Tokyo University of Agriculture and Technology, Koganei City, Tokyo, Japan.ORCID 0000-0002-1700-4708

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Coronavirus Disease 2019 has resulted in a transition from physical education to online learning, leading to a collapse of the established educational order and a wisdom test for the education governance system. As a country seriously affected by the pandemic, the health of the Indian higher education system urgently requires assessment to achieve sustainable development and maximize educational externalities. This research systematically proposes a health assessment model from four perspectives, including educational volume, efficiency, equality, and sustainability, by employing the Technique for Order Preference by Similarity to an Ideal Solution Model, Principal Component Analysis, DEA-Tobit Model, and Augmented Solow Model. Empirical results demonstrate that India has high efficiency and an absolute health score in the higher education system through multiple comparisons between India and the other selected countries while having certain deficiencies in equality and sustainability. Additionally, single-target and multiple-target path are simultaneously proposed to enhance the Indian current education system. The multiple-target approach of the India-China-Japan-Europe-USA process is more feasible to achieve sustainable development, which would improve the overall health score from .351 to .716. This finding also reveals that the changes are relatively complex and would take 91.5 years considering the relationship between economic growth rates and crucial indicators. Four targeted policies are suggested for each catching-up period, including expanding and increasing the social funding sources, striving for government expenditure support to improve infrastructures, imposing gender equality in education, and accelerating the construction of high-quality teachers.

Indexed as

Educational StatusModels, TheoreticalPandemicsSARS-CoV-2Sustainable DevelopmentChinaCOVID-19Education, DistanceEuropeHumansIndiaJapanPrincipal Component AnalysisUnited States

Identifiers

PMID34962950
PMCPMC8714109

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.