基于TAM方法的铝企业制造模块数字化转型分析

Arif Saifunnasrullah, K. Budiman
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引用次数: 0

摘要

本研究旨在通过铝企业使用制造模块来确定影响数字化转型成功的因素。采用技术接受模型(TAM)方法,通过使用制造模块来测量技术接受程度,其中感知有用性(PU)、感知易用性(PEOU)和感知风险(PR)变量影响PT的行为使用意愿(BIU)。通过描述性分析测量Allure Allumunio和数字化转型的成功。样本取自整个人口,总共有50个制造模块用户。采用SmartPLS 4.0.8软件对采集数据进行偏最小二乘-结构方程建模(PLS-SEM)分析。总共获得了48个具有有效数据的应答者,并进行了效度和信度测试,得到了有效和可靠的工具。采用r平方、q平方和t检验对提出的假设进行分析。结果表明,被接受的假设有PU > BIU、PEOU > BIU、PEOU > PU 3个,由于风险对技术接受行为意愿的影响不显著,被拒绝的假设有PR > BIU。此外,对数字化转型成功进行了分析,结果显示公司生产力提高,风险降低,数字化转型后按时收到的单位增加,适应满意度达到78%。结论是,技术接受是通过感知有用性和感知易用性,以及生产力的提高、适应满意度的水平和风险的降低来实现的,这些都是促成数字化转型成功的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital Transformation Analysis in the Manufacturing Module in Aluminium Companies using the TAM Method
This research was conducted to identify the factors affecting the success of digital transformation through the use of the manufacturing module in aluminum companies. The Technology Acceptance Model (TAM) method was used to measure technology acceptance through the use of the manufacturing module with variables of perceived usefulness (PU), perceived ease of use (PEOU), and perceived risk (PR) that affect the behavioral intention of use (BIU) at PT. Allure Allumunio and the success of digital transformation were measured through descriptive analysis. The sample was taken using the entire population with a total of 50 manufacturing module users. The collected data was analyzed using Partial Least Square – Structural Equation Modeling (PLS-SEM) with SmartPLS 4.0.8 software. A total of 48 respondents with valid data were obtained and validity and reliability tests were performed, resulting in valid and reliable instruments. The R-square, Q-square, and t-test were used to analyze the proposed hypothesis. The results showed that three hypotheses were accepted: PU > BIU, PEOU > BIU, and PEOU > PU, and one hypothesis was rejected: PR > BIU because risk did not have a significant impact on the behavior intention of technology acceptance. Additionally, the analysis of digital transformation success was conducted with results showing an increase in company productivity and a decrease in risk, marked by an increase in units received on time after digital transformation and a 78% level of adaptation satisfaction. The conclusion is that technology acceptance was achieved through perceived usefulness and perceived ease of use, as well as increased productivity, level of adaptation satisfaction, and decreased risk, which are factors contributing to the success of the digital transformation.
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