Analysis Instruments Using Decision System Concepts

Abstract

Discipline, Innovation, and Work Environment were examined in this study to see how they affected employee performance at the Simalungun District Forest Service. The study’s participants and sample were Dinas Kehutanan Kabupaten Simalungun’s State Civil Servant (ASN) employees, and questionnaires were distributed to up to 106 of them using quantitative methods and data collection procedures. Work environment, discipline, and innovation are the dependent and independent factors, respectively (Employee Performance). The Classical Assumption Test (Normality Test, Multicollinearity Test, Heteroscedasticity Test) and Hypothesis Testing are both used to assess testing instruments’ validity and reliability (Coefficient of Determination R2, F test, t-test). Fcount>Ftable (2.533> 2.30), according to this study, indicates that the independent variable (X) has an impact on the dependent variable (Y). The discipline variable (X1) has only a little effect on employee performance when the tcount ttable is (1.5081.983). (Y). A partial absence of influence on employee performance (Y) is found for the innovation variable (X2) when the value is set to tcountttable (-0.9541.983). Work environment (X3) has just a limited impact on employee performance (Y) when using tcountttable (-1.8631.983).