Enhancing and Explaining Energy Management in Smart Manufacturing Production via ML Within the Context of Industry 4.0

Objective: The aim of this research is to identify the main barriers faced by managers and practitioners in the implementation of KM initiatives in the context of Chilean organisations and to describe the ways in which these problems are addressed by them. Theoretical Framework: This research addresses the organisational, political, social and cultural barriers faced by KM initiatives in developing country contexts. Method: This study was based on the review of twenty-six cases of knowledge management initiatives implemented between 2010 and 2022 in Chile, which were described and analysed using qualitative methodology Results and Discussion: It was found that the most important barriers to carrying out these initiatives coincide, to a large extent, with some of the characteristics of Chilean culture and society described in the literature of organisational studies, such as: lack of trust; large power distance in the organisational structure; lack of communication skills; paternalistic organisational culture, to mention a few. Also, one aspect worth highlighting is the traditional business culture that tends to focus on a "low cost" strategy and exploitation of raw materials, rather than investing in innovation. Scarce resources, problematic performance measurement and lack of knowledge management training for employees and managers were also mentioned as adverse factors. Research Implications: The relevance of this study lies in the fact that it provides insight into the main barriers faced by knowledge management initiatives in developing countries, specifically in a region such as Latin America, thus contributing to the development of this field in this region. Originality/Value: It is known that many of the new initiatives in the field of KM do not thrive or face difficult start-up challenges, limiting the number of successful initiatives in this country. This study contributes to a better understanding of the problems faced by managers carrying out KM initiatives, thus enabling them to develop better strategies and solutions for the implementation of KM projects.

Authors

Publication Details

Journal
Revista de Gestão Social e Ambiental
Published
2024-11-07
DOI
https://doi.org/10.24857/rgsa.v18n11-050
Primary Topic
Digital Transformation in Industry
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing and Explaining Energy Management in Smart Manufacturing Production via ML Within the Context of Industry 4.0

Gregorio Pérez Arrau
Revista de Gestão Social e Ambiental
Digital Transformation in Industry
article

Enhancing and Explaining Energy Management in Smart Manufacturing Production via ML Within the Context of Industry 4.0

Gregorio Pérez Arrau
article en

Abstract

Objective: The aim of this research is to identify the main barriers faced by managers and practitioners in the implementation of KM initiatives in the context of Chilean organisations and to describe the ways in which these problems are addressed by them. Theoretical Framework: This research addresses the organisational, political, social and cultural barriers faced by KM initiatives in developing country contexts. Method: This study was based on the review of twenty-six cases of knowledge management initiatives implemented between 2010 and 2022 in Chile, which were described and analysed using qualitative methodology Results and Discussion: It was found that the most important barriers to carrying out these initiatives coincide, to a large extent, with some of the characteristics of Chilean culture and society described in the literature of organisational studies, such as: lack of trust; large power distance in the organisational structure; lack of communication skills; paternalistic organisational culture, to mention a few. Also, one aspect worth highlighting is the traditional business culture that tends to focus on a "low cost" strategy and exploitation of raw materials, rather than investing in innovation. Scarce resources, problematic performance measurement and lack of knowledge management training for employees and managers were also mentioned as adverse factors. Research Implications: The relevance of this study lies in the fact that it provides insight into the main barriers faced by knowledge management initiatives in developing countries, specifically in a region such as Latin America, thus contributing to the development of this field in this region. Originality/Value: It is known that many of the new initiatives in the field of KM do not thrive or face difficult start-up challenges, limiting the number of successful initiatives in this country. This study contributes to a better understanding of the problems faced by managers carrying out KM initiatives, thus enabling them to develop better strategies and solutions for the implementation of KM projects.

Revista de Gestão Social e AmbientalVol. 18(11)
Openalex Percentile: Top 72%
Digital Transformation in Industry
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.