VALIDATING THE FIRM TECHNOLOGY ADOPTION MODEL (F-TAM)

Joshua Doe, Rogier Van deWetering, Ben Q. Honyenuga, J. Versendaal
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Abstract

The revised firm technology adoption model (F-TAM), developed through the Delphi interviews and focus group discussions, was a remarkable turning point in technology adoption studies. This study aims to test the F-TAM, using data collected from Ghanaian SMEs. Data was collected from 400 SMEs in the Greater Accra Region of Ghana, using purposive sampling. Partial least squares structural equation modeling (PLS-SEM) was used for the data analysis. Data showed that, while employee factors can lead to firm adoption, firm factors of adoption do not lead to adoption if societal factors, characteristics of the innovation, and employee factors do not moderate that relationship. Societal factors do not lead to firm adoption if employee factors do not mediate it. A theoretical relevance of this study is that it challenges the idea that firm adoption of innovation will be realized, without reference to other domains of factors. This positioning of the F-TAM model is a significant departure from earlier models. For industry practitioners, these findings illustrate the essence of putting a premium on recruiting technologically savvy employees if the firm intends to adopt digital technologies.
验证企业技术采用模型(f-tam)
修订后的企业技术采用模型(F-TAM)是通过德尔菲访谈和焦点小组讨论发展起来的,是技术采用研究的一个显著转折点。本研究旨在测试F-TAM,使用从加纳中小企业收集的数据。数据是从加纳大阿克拉地区的400家中小企业中收集的,采用有目的抽样。采用偏最小二乘结构方程模型(PLS-SEM)对数据进行分析。数据表明,虽然员工因素可以导致企业采用,但如果社会因素、创新特征和员工因素不调节这种关系,则企业采用因素不会导致采用。如果员工因素不起中介作用,社会因素不会导致企业采用。本研究的一个理论相关性是,它挑战了企业采用创新将实现的想法,而不参考其他领域的因素。F-TAM模型的这种定位与早期模型有很大的不同。对于行业从业者来说,这些发现说明了如果公司打算采用数字技术,那么就必须重视招聘精通技术的员工。
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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