人工智能导向与新创企业绩效研究

IF 2 4区管理学 Q3 BUSINESS

Asia Pacific Business Review Pub Date : 2023-03-17 DOI:10.1080/13602381.2023.2188764

Dayuan Li, Zhuang Pan, Ding Wang, Lu Zhang

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引用次数: 0

摘要

人工智能(AI)是未来经济发展的新引擎。作为市场经济中的新生力量，人工智能是否与新兴经济体中新企业的高绩效相关，这一问题仍需要实证证据。本文采用内容分析的方法，以2010-2019年a股上市新创企业为面板数据，从吸收能力的角度检验AI取向(AIO)对新创企业绩效的关系和边界条件。研究发现，AIO与新创企业绩效呈正相关，其中企业成长和区域经济发展水平具有显著的正向调节作用。本文对AIO与新创企业绩效之间的关系进行了实证研究。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A study on artificial intelligence orientation and new venture performance

ABSTRACT Artificial intelligence (AI) is the new engine of future economic development. As a new force in the market economy, the issue of whether AI is related to the higher performance of new ventures in emerging economies still requires empirical evidence. Using content analysis and taking the 2010–2019 A-share listed new ventures as panel data, this paper tests the relationship and boundary conditions of AI orientation (AIO) on the performance of new ventures from the perspective of absorptive capacity. We find that AIO is positively related to new venture performance, where firm growth and the level of regional economic development have a significant positive moderating effect. This paper provides empirical evidence on the relationship between AIO and new venture performance.

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来源期刊

Asia Pacific Business Review Multiple-

CiteScore

4.40

自引率

13.80%

发文量

期刊介绍： The growth of the Asia Pacific region and the rising presence of its multinationals in world markets has raised a number of questions about the origins of national economic success. Asia Pacific Business Review addresses these key issues and draws together the lessons of the analysis of culture, economies, history, politics and societies in the area, in order to explore business-related phenomena in the Asia Pacific countries, both in their general and specific contexts. The Review is intended for both academics and interested observers, contains the contributions of recognized experts, and is essential to anyone seeking the latest research on Asia Pacific business in a readily available, approachable form. We welcome articles which deal with nations and societies in the Asia Pacific region, namely those in East Asia and South-East Asia (but not South Asia), including those in APEC and ASEAN, individually or comparatively. Of interest also are contributions on the Asia Pacific economies, comparing those inside with those outside, or those investing in it. We do not, however, publish papers based solely on countries from outside the region.