Implementation of a Multiple Regression Analysis in Knowledge of Occupational Safety and Health to The Charging PEKA (Pengamatan Keselamatan Kerja) Application in PT Pertamina EP Asset IV Field Cepu 2016

Abstract

Healthy, Safety, and the Environment (HSE) becomes one of the important things that is never
escapable from PT. Pertamina EP Asset IV Field Cepu company claimed HSE golden rules through Pengamatan
Keselamatan Kerja (PEKA) online application. This application has a purpose in increasing mindfulness workers,
fellow and guest concerning safety work aspect. In 2015, safety worker element that is Unsafe Action and Unsafe
Condition in Pertamina Cepu get a rise significantly. The analysis of mindfulness worker of safety worker in
filling PEKA online is less. There are some obstacle factors in filling PEKA, one of them is skills of the worker.
Therefore, purpose of this research is to know how big the influence of knowledge in healthy and safety act (K3),
Unsafe Action and Unsafe Condition, and also PEKA skill of mindfulness worker in filling PEKA. Multiple
Regression Analysis is used in this research. For every research the data consists of research questionaire and
recapitulation data of online PEKA 2015. After an analysis of multiple regression and the assumption was done,
in regressions model was got two factors which have dominant influence of mindfulness worker in inputting
online PEKA, there are workers knowledge factor about K3 and workers knowledge about Unsafe Action and
Unsafe Condition with all of the classic assumption of regressions model multiple linier.
Keywords : PEKA online application, Unsafe Action and Unsafe Condion, K3, Multiple Regression Analysis,
Regression’s Model