HE EFFECT OF DIGITALIZATION FOR EMPLOYEES IN MANUFACTURING COMPANIES IN THE ERA OF INDUSTRIAL REVOLUTION 4.0 USING THE CFA (CONFIRMATORY FACTOR ANALYSIS) CALCULATION METHOD

Angga Pradana, Fajriyah Amanatus, Muhamad Rifaldi, Yudi Prastyo, Tri Ngudi Wiyatno
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Abstract

Industrial digitalization 4.0 is a change in communication, function and interaction in industry to digital. So, this is an industrial transformation from a conventional concept to a virtual one. The purpose of this research is to examine the benefits of digitalization for employees in various manufacturing companies. This aim provides quite effective benefits in optimizing many things so that we don't need to spend a lot of time and effort to achieve the targets of our work. This research uses the Validity Test and Reliability Test method with a purposive sampling approach technique of 75 respondents from various employees in manufacturing companies. In this study, researchers used the JASP program version 0.17 with CFA (Confirmatory Factor Analysis) calculations. Of the 40 items that describe 3 components including the company's digitalization system, work productivity, job satisfaction. In the trial of the measuring instrument, it was reliable because the results were above 0.07, but the quality of the items was not good because there were still items whose benchmark was below 0.05. This measuring instrument was tested on 75 respondents. Based on the measuring instrument test, in the first stage 14 items were obtained that could be used and 26 items that could not be used with a validity value of 0 out of the 40 items that had been tested.
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使用 cfa(确证因素分析)计算方法分析工业革命 4.0 时代数字化对制造企业员工的影响
工业数字化 4.0 是指工业中的通信、功能和互动向数字化转变。因此,这是一场从传统概念到虚拟概念的工业变革。本研究的目的是考察数字化给各制造企业员工带来的好处。这一目的在优化许多事情方面提供了相当有效的好处,这样我们就不需要花费大量的时间和精力来实现我们的工作目标。本研究使用了有效性测试和可靠性测试方法,并采用了目的性抽样方法,从制造企业的不同员工中抽取了 75 名受访者。在本研究中,研究人员使用了 0.17 版的 JASP 程序,并进行了 CFA(确证因子分析)计算。在 40 个描述公司数字化系统、工作生产率和工作满意度等 3 个组成部分的项目中。在测量工具的试用过程中,由于结果高于 0.07,因此测量工具是可靠的,但由于仍有一些项目的基准低于 0.05,因此项目的质量并不高。该测量工具对 75 名受访者进行了测试。根据测量工具测试的结果,在第一阶段测试的 40 个项目中,有 14 个项目可以使用,26 个项目不能使用,有效值为 0。
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