如何用Rasch模型衡量中小企业的创业能力?

Edi Fitriana Afriza, Rendra Gumilar, Betanika Nila Nirbita
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引用次数: 0

摘要

这项研究的重点是衡量中小微企业行为者在疫情后时期的创业能力。采用了有目的的抽样技术来招募受访者。受访者包括印度尼西亚商业发展服务协会(ADBSI)在政府援助下援助的中小企业的肇事者、所有者和管理者(N=100)。从技术上讲,Rasch模型被用来衡量创业能力,因为它被认为是人文科学领域定量数据分析的最合适模型。它使研究人员能够产生有序的数据。与Winstep的测试是对疫情时代的创业能力数据进行的。它们涵盖:汇总统计、项目测量和Wright图、项目(列)拟合顺序、项目测试(维度)、评级(部分信用)量表测试、差异项目功能(DIF)测试和概率值。研究结果表明,应用创业胜任力工具可以显示好人、Cronbach Alpha和项目可靠性。个人可靠性系数的值为0.88。0.76分显示良好,还可以。其中一项文书的结果被认为是与创业能力有关的最重要方面。学生应该具备应对疫情后商业竞争的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How to Measure the Entrepreneurial Competences of SME’s Using the Rasch Model?
This study focused on measuring the entrepreneurial competence of MSME actors in the post-pandemic period. A purposive sampling technique was utilized to recruit the respondents. The respondents encompassed perpetrators, owners, and managers of SMEs assisted by the Indonesian Business Development Services Association (ADBSI) given government assistance (N=100). Technically, the Rasch Model was employed to measure Entrepreneurial competency since it is assumed to be the most appropriate model for quantitative data analysis in the field of human sciences. It enables the researchers to produce ordinal data. Tests with Winstep were carried out on entrepreneurial competency data in the pandemic era. They covered: summary statistics, item measures and Wright maps, item (column) fit order, item test (dimensionality), rating (partial–credit) scale test, differential item functional (DIF) test and probability value. The results of the study proved that the applied entrepreneurial competency instrument indicated good persons, Cronbach Alpha, and item reliability. The personal reliability coefficient obtained a value of 0.88. An item of 0.76 revealed good and fairly good. The results of one of the instruments were considered the most essential aspects related to entrepreneurial competencies. The competencies should be possessed by students to face the post-pandemic business competition.
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