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The role of smart technology, managerial initiatives and human factors on sustainable manufacturing: a case study of Indonesian oil and gas workers

Ilyas Masudin, Dian Palupi Restuputri, Fita Amalia, Teguh Oktiarso

2024Ergonomics11 citationsDOI

Abstract

This study aims to analyse and determine the effect of Big Data, the Internet of Things (IoT), and physical-cyber system variables on human factors in refinery industry operators and the influence of human factors and managerial initiatives on sustainable manufacturing. The method used in this study is a quantitative method using partial least square-structural equation modelling (PLS-SEM). The respondents in this study were workers of Indonesia's upstream oil and gas sector. The results of this study indicate that Big Data, IoT, and Physical Cyber Systems (PCS) have a positive and significant effect on the human factor. In addition, there is a significant relationship between human factors and sustainable manufacturing. Furthermore, it is also found that there is a relationship between managerial initiatives and sustainable manufacturing. However, the managerial initiative cannot moderate the human factor and sustainable manufacturing.

Topics & Concepts

Internet of ThingsIndonesianBusinessHuman resourcesBig dataManufacturingStructural equation modelingSustainable developmentHuman resource managementEnvironmental economicsUpstream (networking)RefineryMarketingOperations managementIndustrial organizationKnowledge managementEngineeringManagementComputer scienceEconomicsComputer securityTelecommunicationsLawOperating systemMachine learningWaste managementPhilosophyPolitical scienceLinguisticsDigital Transformation in Industry