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Evaluating Computer's Productivity for Portuguese Firms

机译:评估葡萄牙公司的计算机生产力

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The information systems "productivity paradox" is based on first generation studies that found no positive relationship, or an insignificant one, between firm productivity and spending on IS (information systems). However, some recent studies have found a positive relationship. Given the large amounts spent by organizations on information systems, it is important to understand the relationship between spending on IS and productivity. Data collected by the Portuguese National Institute of Statistics is analyzed to investigate the relationship between Portuguese firms' productivity and spending on computers. This link is analysed using the usual Cobb-Douglas production function framework. First, the overall relationship is investigated using data on all firms and then we estimate the same model sector by sector. We find a positive elasticity of output for computer capital at the firm level. This relationship is also shown to vary significantly across the different economic sectors.rnWe also consider a model in which several employee characteristics are taken into account in order to capture complementary effects. We find that these effects matter and that educational attainment, when combined with computers investment is particular relevant to explain firm's productivity.rnBecause the relationship between productivity and computer spending varies significantly across economic sectors, sector mix is shown to be an important data characteristic that may have influenced results in the first generation studies.
机译:信息系统“生产力悖论”是基于第一代研究而得出的,该研究没有发现企业生产力与IS(信息系统)支出之间存在正相关关系或微不足道。但是,最近的一些研究发现存在正相关关系。鉴于组织在信息系统上花费了大量资金,因此了解IS支出与生产力之间的关系非常重要。分析了葡萄牙国家统计局收集的数据,以调查葡萄牙公司的生产力与计算机支出之间的关系。使用通常的Cobb-Douglas生产函数框架来分析此链接。首先,使用所有公司的数据调查整体关系,然后我们逐部门估算相同的模型部门。我们发现企业层面的计算机资本产出具有正弹性。在不同的经济部门之间,这种关系也显示出显着的差异。我们还考虑了一种模型,其中考虑了多个员工特征以获取互补效应。我们发现这些影响很重要,而且与计算机投资相结合时,受教育程度与解释公司的生产率特别相关。rn由于各经济部门的生产率和计算机支出之间的关系差异很大,因此行业组合被证明是重要的数据特征,可能会在第一代研究中影响了结果。

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