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

Authors

  • Leonardo José España-Barraza Universidad de Cartagena. Cartagena, Colombia.
  • Efraín Javier De-la-Hoz-Granadillo Universidad de Cartagena. Cartagena, Colombia.
  • Katia Ninozca Flores Ledesma Universidad César Vallejo, Perú.

Keywords:

Human capital, innovation, Methodi Ordinatio, Soft Set, HyperSoft Set.

Abstract

 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 docu
ments 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 combina
tions of keywords to find patterns of knowledge from the scientific literature on the subject.

 

DOI: 10.5281/zenodo.14847560

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Published

2025-04-01

How to Cite

Leonardo José España-Barraza, Efraín Javier De-la-Hoz-Granadillo, & Katia Ninozca Flores Ledesma. (2025). Human Capital and Innovation in Developed and Developing Countries: A Systematic Literature Review Using Methodi Ordinatio and HyperSoft Sets . Neutrosophic Sets and Systems, 81, 518-525. https://fs.unm.edu/nss8/index.php/111/article/view/5869