Validation Studies a Questionnaire Developed to Measure Incubator Business Technology Performance using PLS-SEM Approach

Prima Fithri, Alizar Hasan, S. Syafrizal, Donard Games
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Abstract

This research aims to collect data nationally using a questionnaire based on statements related to the performance factors of the Technology Business Incubator in Indonesia. This research uses the Structural Equation Modeling (SEM) method to test the validity and reliability of adapted scales. There are five stages starting with an outer model test to test the validity and reliability of the questionnaire's feasibility. The population in this research are organizations that are affiliated with the Indonesian Business Incubator Association (AIBI) and Ministry of Research, Technology and Higher Education, including business incubators belonging to ministries, local governments, the private sector and universities, there are 182 Technology Business Incubators in Indonesia. Testing in this research looks at whether the questions in the questionnaire are valid or not by going through two stages of convergent validity and discriminant validity. The first stage is convergent validity that aim of finding out the correlation between indicators and their latent variables. The second stage is discriminant validity which aims to find out whether the latent variable has adequate discriminant value and this was done to find out whether the statement items in the questionnaire were reliable and consistent in measuring the same symptoms in respondents. This research looks at the results of convergent validity analysis to consider the results of factor loading indicators on relevant factors, the results of testing the validity of all factors with a value greater than 0.50, one of which is an AVE value of 0.550, indicating that the indicators in these variables have a strong contribution in measuring the desired construct, and the reliability test of all variables is reliable because it exceeds 0.70, one of which is the facility variable which has a value of 0.858. 
利用 PLS-SEM 方法对为衡量孵化器企业技术绩效而开发的问卷进行验证研究
本研究旨在使用基于印度尼西亚科技企业孵化器绩效因素相关陈述的问卷在全国范围内收集数据。本研究采用结构方程建模(SEM)方法来检验改编量表的有效性和可靠性。从外部模型测试开始,共分为五个阶段,以检验问卷可行性的有效性和可靠性。本研究的调查对象是隶属于印尼企业孵化器协会(AIBI)和研究、技术与高等教育部的组织,包括隶属于各部委、地方政府、私营部门和大学的企业孵化器,印尼共有182家科技企业孵化器。本研究通过收敛效度和判别效度两个阶段来检验问卷中的问题是否有效。第一阶段是收敛效度,目的是找出指标与其潜在变量之间的相关性。第二阶段是判别效度,旨在找出潜在变量是否具有足够的判别价值,其目的是找出问卷中的陈述项目在测量受访者的相同症状时是否可靠和一致。本研究考察了收敛效度分析的结果,以考虑相关因子上的因子载荷指标的结果,所有因子的效度检验结果均大于 0.50,其中一个因子的 AVE 值为 0.550,表明这些变量中的指标在测量所需的建构方面具有很强的贡献;所有变量的信度检验结果均可靠,因为其超过了 0.70,其中一个变量是设施变量,其值为 0.858。
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