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Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects

机译:三十年IT生产力研究的经验教训:更好地了解IT诱导的生产力效应

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摘要

New developments in the fields of artificial intelligence or robotics are receiving considerable attention from businesses, as they promise astonishing gains in process efficiency-sparking a surge of corporate investments in new, digital technologies. Yet, firms did not become per se more productive, as labor productivity growth in various industrial nations has decelerated in recent years. The fact that the adoption of innovative technologies is not accompanied by productivity increases has already been observed during the dawn of the computer age and became known as Solow's Paradox. Thus, this paper takes stock of what is known about the Solow Paradox, before incorporating the findings into the debate of the current productivity slowdown. Based on an in-depth review of 86 empirical studies at the firm level, this paper uncovers various reasons for the emergence of the Solow Paradox, debates its following reversal marked by the occurrence of excess returns and deduces a model of factors influencing the returns on IT investments. Based on these insights, four overarching explanations of the modern productivity paradox namely adjustment delays, measurement issues, exaggerated expectations and mismanagement are discussed, whereby mismanagement emerges as a currently neglected, but focal issue.
机译:人工智能或机器人领域的新发展正在受到企业的大量关注,因为它们承诺在流程效率的令人惊讶的增长 - 引发企业投资激增的新数字技术。然而,由于近年来各种工业国家的劳动生产率增长,公司并未成为培养的人。在计算机年龄的黎明期间,通过创新技术采用的事实并非伴随着生产率的增加,并且被称为SOLOW的悖论。因此,本文在将调查结果纳入当前生产力减速的争论之前,本文占据了令人讨厌的悖论。基于对公司级别的86个实证研究的深入审查,本文揭示了悖论出现的各种原因,辩论其以下逆转,其出现过度回报的发生,并推断出影响回报的因素模型它投资。根据这些见解,讨论了现代生产力悖论的四个总体解释,即调整延误,测量问题,夸大的期望和管理不善,即不成时为目前被忽视,但局灶性问题。

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