新兴国家采用云计算:吸收能力的作用

A. B. Youssef, Walid Hadhri, Téja Meharzi
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引用次数: 10

摘要

本文旨在建立一个理论框架来解释新兴国家采用云计算(CC)的决策。它强调了技术吸收能力的具体作用,特别是当企业通过采用CC寻求创新时。这项工作中考虑的吸收能力接近Todorova和Durisin(2007)的工作,他们提出了一个框架,将Cohen和Levinthal(1989)以及Zahra和Georges(2002)的贡献联系起来。为了验证我们的理论主张,我们估计了两个模型来预测采用CC的概率,以及在(1)竞争压力和外部环境、(2)技术感知影响和(3)企业技术吸收能力的情况下采用CC实现创新目标的概率。我们使用控制变量,如规模,活动部门和资历,以控制我们索赔的一般目的。我们使用双变量概率模型来理解采用决策的决定因素,并使用带有样本选择的有序概率模型来理解采用CC的创新目标的决定因素。基于对350家突尼斯公司随机抽样的面对面问卷调查,并使用赫克曼选择方法。我们的实证研究结果证实了我们的理论主张,并表明技术感知是采用CC的关键因素(一般目的),当采用CC是为了创新目标时,吸收能力是基本的。我们还发现,竞争压力是一个重要的解释因素:采用该技术的竞争对手越多,企业采用该技术的可能性就越大。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Adoption of cloud computing in emerging countries: the role of the absorptive capacity
This paper aims at developing a theoretical framework that explains the decision of cloud computing (CC) adoption in Emergent Countries. It emphasizes the specific role of the technological absorptive capacity especially when the firm is seeking innovation by adopting CC. The absorptive capacity considered in this work is close to the work of Todorova and Durisin (2007) who proposed a framework linking both the contributions of Cohen and Levinthal (1989) and Zahra and Georges (2002).To test our theoretical claims, we estimated two models predicting the probability of adopting CC and adopting CC for innovative aims with (1) competitive pressure and external environment, (2) Technology perceived impacts, and (3) technological absorptive capacity of the firm. We use control variables such as size, sector of activity and seniority in order to control the general purposes of our claims. We use a bivariate probit model in order to understand the determinants of the decision of adoption and an ordered probit with sample selection in order to understand the determinant of adoption of CC for innovative aims. Based on a face-to-face questionnaire administered to a random sample of 350 Tunisian firms, and using a Heckman selection method. Our empirical findings confirm our theoretical claims and show that technology perception is key factor for CC adoption (for general purposes) and that the absorptive capacity is fundamental when the adoption of CC is for innovation goals.We found also that competition pressureis an important explanatory factor:the more competitors that adopt this technology, the more likely the firm adopt it.
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