The effect of average scores in reading, mathematics and science on innovation and income: A quantitative analysis for a group of countries.

Average scores Educational quality Income Innovation

Journal

Heliyon
ISSN: 2405-8440
Titre abrégé: Heliyon
Pays: England
ID NLM: 101672560

Informations de publication

Date de publication:
Sep 2023
Historique:
received: 17 09 2022
revised: 13 08 2023
accepted: 16 08 2023
medline: 4 9 2023
pubmed: 4 9 2023
entrez: 4 9 2023
Statut: epublish

Résumé

The purpose of this paper is to The goal of this study is to empirically examine how innovation and income are affected by PISA scores-average scores in math, science, and reading. The specific objectives are threefold. First, we develop a conceptual model that describes the connection between income, innovation, and educational quality as determined by PISA scores. Second, we perform an empirical analysis to see if educational quality as assessed by the PISA scores has an impact on innovation.Third, we also test whether the PISA scores have a positive effect on income (GDP per capita). Using panel mode, we find that education quality has a significant and positive effect on innovation and income. Particularly high math test scores have been found to be an important subject that increases per capita income and innovation.

Identifiants

pubmed: 37662724
doi: 10.1016/j.heliyon.2023.e19213
pii: S2405-8440(23)06421-6
pmc: PMC10474421
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e19213

Informations de copyright

© 2023 Published by Elsevier Ltd.

Déclaration de conflit d'intérêts

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Références

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Proc Natl Acad Sci U S A. 2006 Jul 5;103(27):10155-10162
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Auteurs

Amjad Naveed (A)

Department of Business Development and Technology, Aarhus University, Denmark.
Wittenborg University of Applied Sciences, Netherlands.

Aziza Zhuparova (A)

Al-Farabi Kazakh National University, Almaty, Kazakhstan.

Muhammad Ashfaq (M)

Wittenborg University of Applied Sciences, Netherlands.

Abdul Rauf (A)

Wittenborg University of Applied Sciences, Netherlands.

Classifications MeSH