Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets

This article aims to analyze the influence of human capital on innovation. To achieve this, the Methodi Ordinatio methodology was used. The search for scientific articles was done using the Scopus and Web of Science databases. Only documents published between 2013 and 2023 were selected. The systema...

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Main Authors: Leonardo José España-Barraza, Efraín Javier De-la-Hoz-Granadillo, Katia Ninozca Flores-Ledesma
Format: Article
Language:English
Published: University of New Mexico 2025-04-01
Series:Neutrosophic Sets and Systems
Subjects:
Online Access:https://fs.unm.edu/NSS/31HumanCapital.pdf
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author Leonardo José España-Barraza
Efraín Javier De-la-Hoz-Granadillo
Katia Ninozca Flores-Ledesma
author_facet Leonardo José España-Barraza
Efraín Javier De-la-Hoz-Granadillo
Katia Ninozca Flores-Ledesma
author_sort Leonardo José España-Barraza
collection DOAJ
description This article aims to analyze the influence of human capital on innovation. To achieve this, the Methodi Ordinatio methodology was used. The search for scientific articles was done using the Scopus and Web of Science databases. Only documents published between 2013 and 2023 were selected. The systematic review of the literature shows that human capital is relevant in promoting innovation in any type of economy; however, the impact may vary depending on the economic and regional context being studied. The data obtained are analyzed with the help of the hybridization of the Methodi Ordinatio with the HyperSoft Sets theory. In this way, the search is more flexible, because it allows to automatically represent complex combinations of keywords to find patterns of knowledge from the scientific literature on the subject.
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institution Kabale University
issn 2331-6055
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language English
publishDate 2025-04-01
publisher University of New Mexico
record_format Article
series Neutrosophic Sets and Systems
spelling doaj-art-9de18a3382ad4a83aa5bffed0adfa1de2025-08-25T09:38:28ZengUniversity of New MexicoNeutrosophic Sets and Systems2331-60552331-608X2025-04-018151852510.5281/zenodo.14847560Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft SetsLeonardo José España-BarrazaEfraín Javier De-la-Hoz-GranadilloKatia Ninozca Flores-LedesmaThis article aims to analyze the influence of human capital on innovation. To achieve this, the Methodi Ordinatio methodology was used. The search for scientific articles was done using the Scopus and Web of Science databases. Only documents published between 2013 and 2023 were selected. The systematic review of the literature shows that human capital is relevant in promoting innovation in any type of economy; however, the impact may vary depending on the economic and regional context being studied. The data obtained are analyzed with the help of the hybridization of the Methodi Ordinatio with the HyperSoft Sets theory. In this way, the search is more flexible, because it allows to automatically represent complex combinations of keywords to find patterns of knowledge from the scientific literature on the subject. https://fs.unm.edu/NSS/31HumanCapital.pdfhuman capitalinnovationmethodi ordinatiosoft sethypersoft set
spellingShingle Leonardo José España-Barraza
Efraín Javier De-la-Hoz-Granadillo
Katia Ninozca Flores-Ledesma
Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
Neutrosophic Sets and Systems
human capital
innovation
methodi ordinatio
soft set
hypersoft set
title Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
title_full Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
title_fullStr Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
title_full_unstemmed Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
title_short Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets
title_sort human capital and innovation in developed and developing countries a systematic literature review using methodi ordinatio and hypersoft sets
topic human capital
innovation
methodi ordinatio
soft set
hypersoft set
url https://fs.unm.edu/NSS/31HumanCapital.pdf
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