<abstract xmlns="http://www.w3.org/1999/xhtml"><p>This article presents a visual method for representing the complex labor market internal structure from the perspective of similar occupations based on shared skills; and a prototype tool for interacting with the visualization, together with an extended description of graph construction and the necessary data processing for linking multiple heterogeneous data sources. Since the labor market is not an isolated phenomenon and is constantly impacted by external trends and interventions, the presented method is designed to enable adding extra layers of external information. For instance, what is the impact of a megatrend or an intervention on the labor market? Which parts of the labor market are the most vulnerable to an approaching megatrend or planned intervention? A case study analyzing the labor market together with the megatrend of job automation and computerization is presented. The source code of the prototype is released as open source for repeatability.</p></abstract>

This article presents a visual method for representing the complex labor market internal structure from the perspective of similar occupations based on shared skills; and a prototype tool for interacting with the visualization, together with an extended description of graph construction and the necessary data processing for linking multiple heterogeneous data sources. Since the labor market is not an isolated phenomenon and is constantly impacted by external trends and interventions, the presented method is designed to enable adding extra layers of external information. For instance, what is the impact of a megatrend or an intervention on the labor market? Which parts of the labor market are the most vulnerable to an approaching megatrend or planned intervention? A case study analyzing the labor market together with the megatrend of job automation and computerization is presented. The source code of the prototype is released as open source for repeatability.

Megatrend and Intervention Impact Analyzer for Jobs: A Visualization Method for Labor Market Intelligence

Journal of Official Statistics

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

This article presents a visual method for representing the complex labor market internal structure from the perspective of similar occupations based on shared...

Megatrend and Intervention Impact Analyzer for Jobs: A Visualization Method for Labor Market Intelligence

Data publikacji: 14 gru 2018

Zakres stron: 961 - 979

Otrzymano: 01 lip 2017

Przyjęty: 01 maj 2018

DOI: https://doi.org/10.2478/jos-2018-0047

Słowa kluczowe
Labor market, megatrends, big data, visualization, network theory

© 2018 Rain Opik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Megatrend and Intervention Impact Analyzer for Jobs: A Visualization Method for Labor Market Intelligence

Data publikacji: 14 gru 2018

Zakres stron: 961 - 979

Otrzymano: 01 lip 2017

Przyjęty: 01 maj 2018

DOI: https://doi.org/10.2478/jos-2018-0047

Słowa kluczoweLabor market, megatrends, big data, visualization, network theory

© 2018 Rain Opik et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Słowa kluczowe
Labor market, megatrends, big data, visualization, network theory