Safety and Health at Work Vol. 12 Issue 1 2021
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article)
Dublin Core
Title
Safety and Health at Work Vol. 12 Issue 1 2021
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article)
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article)
Subject
big data, data science, safety
Description
This review article addresses the role of safety professionals in the diffusion strategies for predictive analytics for safety performance. The article explores the models, definitions, roles, and relationships of safety professionals in knowledge application, access, management, and leadership in safety analytics. The article addresses challenges safety professionals face when integrating safety analytics in organizational settings in four operations areas: application, technology, management, and strategy. A review of existing conventional safety data sources (safety data, internal data, external data, and context data) is
briefly summarized as a baseline. For each of these data sources, the article points out how emerging
analytic data sources (such as Industry 4.0 and the Internet of Things) broaden and challenge the scope of work and operational roles throughout an organization. In doing so, the article defines four perspectives on the integration of predictive analytics into organizational safety practice: the programmatic perspective, the technological perspective, the sociocultural perspective, and knowledge-organization perspective. The article posits a four-level, organizational knowledge-skills-abilities matrix for analytics integration, indicating key organizational capacities needed for each area. The work shows the benefits of organizational alignment, clear stakeholder categorization, and the ability to predict future safety performance.
briefly summarized as a baseline. For each of these data sources, the article points out how emerging
analytic data sources (such as Industry 4.0 and the Internet of Things) broaden and challenge the scope of work and operational roles throughout an organization. In doing so, the article defines four perspectives on the integration of predictive analytics into organizational safety practice: the programmatic perspective, the technological perspective, the sociocultural perspective, and knowledge-organization perspective. The article posits a four-level, organizational knowledge-skills-abilities matrix for analytics integration, indicating key organizational capacities needed for each area. The work shows the benefits of organizational alignment, clear stakeholder categorization, and the ability to predict future safety performance.
Creator
Thomas T. Barker
Publisher
Elsevier Korea LLC
Date
March 2021
Contributor
Sri Wahyuni
Format
PDF
Language
English
Type
Text
Coverage
Safety and Health at Work Vol. 12 Issue 1 2021
Files
Citation
Thomas T. Barker, “Safety and Health at Work Vol. 12 Issue 1 2021
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article),” Repository Horizon University Indonesia, accessed December 3, 2024, https://repository.horizon.ac.id/items/show/2087.
Finding Pluto: An Analytics-Based Approach to Safety Data Ecosystems (Review Article),” Repository Horizon University Indonesia, accessed December 3, 2024, https://repository.horizon.ac.id/items/show/2087.