Cluster Analysis on Variables and Indicators for Measuring Intellectual Capital in Education

The aim of this research is to conduct a conceptual reflection on the types of intellectual capital (IC) used in the educational context so as to define the priorities for knowledge and IC management in education.A content analysis was developed based on searches in databases such as Scopus and Web of Science, using cluster analysis with the Jaccard index to identify and group IC variables and indicators (human, relational, and structural) in the educational sector.The cluster analysis of the variables and indicators of IC in the educational context allows for a synthesis to establish institutional priorities for knowledge management.This management is not limited to the inventory of resources but includes the design of strategies to improve the organization's capacity through the capture, production, use, transfer, renewal, and custody of knowledge, as a source of competitive advantage.Organizational learning, knowledge renewal, and protection are the results of knowledge management; therefore, priorities are established for corporate governance in the context of higher education.The implementation and monitoring of these priorities from a systemic and long-term perspective generate results in IC.

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Publication Details

Journal
Change Management An International Journal
Published
2025-01-01
DOI
https://doi.org/10.18848/2327-798x/cgp/v26i01/1-29
Primary Topic
Intellectual Capital and Performance Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

Cluster Analysis on Variables and Indicators for Measuring Intellectual Capital in Education

Sandra Valbuena Antolínez, Claudia Milena Pico Bonilla
Change Management An International Journal
Intellectual Capital and Performance Analysis
article

Cluster Analysis on Variables and Indicators for Measuring Intellectual Capital in Education

Sandra Valbuena Antolínez, Claudia Milena Pico Bonilla
article en

Abstract

The aim of this research is to conduct a conceptual reflection on the types of intellectual capital (IC) used in the educational context so as to define the priorities for knowledge and IC management in education.A content analysis was developed based on searches in databases such as Scopus and Web of Science, using cluster analysis with the Jaccard index to identify and group IC variables and indicators (human, relational, and structural) in the educational sector.The cluster analysis of the variables and indicators of IC in the educational context allows for a synthesis to establish institutional priorities for knowledge management.This management is not limited to the inventory of resources but includes the design of strategies to improve the organization's capacity through the capture, production, use, transfer, renewal, and custody of knowledge, as a source of competitive advantage.Organizational learning, knowledge renewal, and protection are the results of knowledge management; therefore, priorities are established for corporate governance in the context of higher education.The implementation and monitoring of these priorities from a systemic and long-term perspective generate results in IC.

Change Management An International JournalVol. 26(1)
Universidad Militar Nueva Granada
Openalex Percentile: Top 60%
Intellectual Capital and Performance Analysis
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