在以技术为重点的公司组织灵活性的中介变量效应中,研究人工智能就绪程度对精益可持续性和价值创造的影响

IF 2.5 4区 计算机科学 Q2 COMPUTER SCIENCE, CYBERNETICS
Kybernetes Pub Date : 2024-09-10 DOI:10.1108/k-01-2024-0046
Zafer Adiguzel, Fatma Sonmez Cakir, Ferhat Özbay
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引用次数: 0

摘要

本研究旨在了解人工智能(AI)的准备程度如何影响公司的整体绩效,确定组织灵活性在适应新技术和商业模式方面的作用,并评估精益可持续性和价值创造对于技术型公司的重要性。结果以 456 个单位为样本进行处理。研究局限性/启示在对研究局限性进行评估时,由于数据是在伊斯坦布尔科技园区的技术型公司中收集的,因此对分析结果进行总体评估是不正确的。同时,这项研究对于企业在战略规划、技术转型过程和价值创造战略中做出更明智的决策也非常重要。原创性/价值本研究课题提供了一种独特的方法,将人工智能准备就绪、组织灵活性、可持续性和价值创造等主题结合在一起。这些问题在以技术为重点的公司的战略规划中发挥着重要作用,将它们放在一起考虑,对于研究影响公司未来成功的关键因素非常重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examination of the effects of artificial intelligence readiness on lean sustainability and value creation in the mediation variable effect of organizational flexibility in technology-focused companies

Purpose

The purpose of this study is to understand how the level of readiness for artificial intelligence (AI) affects the overall performance of companies, determine the role of organizational flexibility in adapting to new technologies and business models and assess the importance of lean sustainability and value creation for technology-focused companies.

Design/methodology/approach

Technology companies working in technoparks in Istanbul were determined, and a questionnaire was applied to senior employees such as experts, engineers and managers working in these companies. The results were processed with a sample of 456 units. SmartPLS program was used for analysis.

Findings

As a result of the analyzes, it is supported by hypotheses that AI readiness and organizational flexibility have positive effects on lean sustainability and value creation.

Research limitations/implications

When evaluated in terms of the limitations of the research, it would not be correct to evaluate the results of the analysis in general, since the data were collected from technology-focused companies in technoparks in Istanbul.

Practical implications

Examining the variables that make up the research model in technology-oriented companies helps to understand the critical factors for the future success of companies. At the same time, this research is important for companies to make more informed decisions in their strategic planning, technological transformation processes and value creation strategies.

Originality/value

This research topic offers a unique approach in terms of bringing together topics such as AI readiness, organizational flexibility, sustainability and value creation. These issues play an important role in the strategic planning of technology-focused companies, and when considered together, they are important in terms of examining the critical factors that affect the future success of companies.

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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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