纺织业出口潜力指数(EPIT)结构方程模型建议及应用

IF 2.5 4区 计算机科学 Q2 COMPUTER SCIENCE, CYBERNETICS
Kybernetes Pub Date : 2024-07-09 DOI:10.1108/k-11-2023-2485
Metin Kırkın, Adnan Aktepe, Bilal Toklu
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引用次数: 0

摘要

设计/方法/途径在建立概念模型后,根据基于资源的观点理论建立了一个包含五个维度和 27 个观察变量的结构方程模型。利用从土耳其 454 家纺织企业收集到的数据,通过线性结构关系(LISREL)和最大似然算法对测量模型进行求解。根据所提出的模型,纺织企业的出口潜力可通过五个维度进行数值计算:资源、活力、知识、创新和可持续性。该模型适用于不同出口水平、地区和子行业的纺织企业。纺织业出口潜力指数模型通过土耳其纺织业数据得到验证。通过使用其他一些国家的数据对模型进行验证,可以提高模型的稳健性。通过对维度和变量进行一些修改,该模型可应用于其他工业部门。该模型有助于企业制定提高出口潜力的战略,也有助于政府和行业组织制定激励政策。 原创性/价值本文利用企业层面的数据,提出了一种以数字形式确定企业出口潜力的多维指数,填补了文献空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Export Potential Index for Textile Industry (EPIT) model proposal with structural equation modelling and application

Purpose

The aim of this study is to develop a new multidimensional index to measure export potential of textile firms by using firm-level data.

Design/methodology/approach

After a conceptual model, a structural equation model is developed with five dimensions and 27 observed variables based on resource-based view theory. The measurement model is solved by Linear Structural Relations (LISREL) with maximum likelihood algorithm by using data collected from 454 textile firms in Türkiye.

Findings

In this study, a new multidimensional index that measures export potential of textile firms is developed. With the proposed model, the export potential of textile firms can be calculated numerically with the five dimensions: Resources, Dynamism, Knowledge, Innovation and Sustainability. The comparison of the output of the proposed model with the control variable, firm’s actual export values, shows a significantly high success ratio of 90.76%.

Research limitations/implications

The model is applicable for textile firms at different export levels, regions and sub-sectors. The Export Potential Index for Textile Industry model is verified by using Turkish textile industry data. The robustness of the model may be increased by verifying the model by using some other countries data. This model can be implemented to other industrial sectors with some modification of the dimensions and variables.

Practical implications

The proposed model will contribute to the firms by calculating their export potential in five dimensions with their own variables numerically. The model will help firms to develop strategies to increase their export potential and to the governmental and industrial organizations to develop incentives policies.

Originality/value

This paper fills the gap in the literature by proposing a multidimensional index that determines a firm’s export potential numerically by using firm-level data.

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来源期刊
Kybernetes
Kybernetes 工程技术-计算机:控制论
CiteScore
4.90
自引率
16.00%
发文量
237
审稿时长
4.3 months
期刊介绍: Kybernetes is the official journal of the UNESCO recognized World Organisation of Systems and Cybernetics (WOSC), and The Cybernetics Society. The journal is an important forum for the exchange of knowledge and information among all those who are interested in cybernetics and systems thinking. It is devoted to improvement in the understanding of human, social, organizational, technological and sustainable aspects of society and their interdependencies. It encourages consideration of a range of theories, methodologies and approaches, and their transdisciplinary links. The spirit of the journal comes from Norbert Wiener''s understanding of cybernetics as "The Human Use of Human Beings." Hence, Kybernetes strives for examination and analysis, based on a systemic frame of reference, of burning issues of ecosystems, society, organizations, businesses and human behavior.
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