计算机的使用和生产力的增长

Rubén Hernández-Murillo
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引用次数: 4

摘要

近年来,美国公司对计算机技术的应用呈爆炸式增长。从1990年到2000年,计算机资本实际投资的平均年增长率约为33%。在质量调整条件下,不断下降的计算机设备价格允许公司追求更强大和更复杂的计算机应用,并提高基本业务功能的效率,如供应链管理。尽管计算机投资的快速增长直接促进了商业投资支出,但经济学家长期以来一直想知道计算机投资如何影响生产率。如果计算机的使用促进了企业内部广泛的互补创新,其影响可能是巨大的。然而,直到最近,计算机使用与企业生产率增长之间的联系一直不清楚经济学家在最近的研究中重新审视了与本出版物中使用的类似的标准增长会计技术,发现计算机确实对生产率增长有潜在的巨大影响——特别是从长远来看,当计算技术与公司的商业实践充分互动时。由于计算机的好处主要是面向商业活动的无形方面,计算机使用的影响可能不会在总体统计中反映出来。事实上,对这些技术的投资可能对企业的生产率几乎没有直接影响;只有当这些技术随着时间的推移与组织方面相结合时,计算机投资的贡献才会变得明显。一个例子是沃尔玛的专有软件,该软件处理大量计算机收集的数据,以确定特定商品在一年中的特定时间在特定商店库存,以及它们的价格。Brynjolfsson和Hitt(2003)通过使用企业层面的数据来减少行业层面数据中存在的产出和投入的测量问题,估计计算机对生产率的影响他们发现计算机的使用在全要素生产率(TFP)和产出增长中占有相当大的份额他们还发现,计算机投资对生产率的影响在大约7年后达到最大。他们估计,在1987年至1994年间,企业层面的全要素生产率增长中约有0.25至0.50个百分点是由计算机资本的使用产生的,每年增长约25%。尽管许多研究关注全要素生产率的增长,但计算机也通过增加每个工人的资本存量来促进劳动生产率的增长。如图所示,计算机投资在20世纪90年代早期加速,远早于“新经济”生产率加速发生。如果将公司层面的结果转化为整体经济,1995-99年计算机投资增长(每年超过40%)的TFP增长的收益应该在2006年左右达到顶峰。因此,有理由对未来几年的生产力持乐观态度,因为有证据表明,在企业进行投资后,使用计算机的好处会持续很长时间。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Computer use and productivity growth
T he application of computing technologies by U.S. firms has exploded in recent years. Between 1990 and 2000, the average annual growth rate of real investment in computer capital was about 33 percent. Ever-declining prices of computer equipment, in quality-adjusted terms, allow firms to pursue more powerful and sophisticated applications of computers and improve the efficiency of basic business functions, such as supply-chain management. Although the rapid growth of computer investment contributes directly to business investment spending, economists have for a long time wondered how computer investment affects productivity. The impact could be substantial if the use of computers facilitates a broad collection of complementary innovations within firms. Until recently, however, the connection between computer use and business productivity growth has been unclear.1 Reexamining standard growth-accounting techniques, similar to those used in this publication, economists have identified in recent studies that computers do have potentially large effects on productivity growth—particularly in the long run, when computing technologies interact fully with a firm’s business practices. Because the benefits of computers are largely oriented toward intangible aspects of business activity, the impact of computer use may not be reflected in aggregate statistics. Indeed, investment in these technologies may have little direct impact on a firm’s productivity; only when these technologies are combined with organizational aspects over time do the contributions of computer investment become apparent. One example is Wal-Mart’s proprietary software that processes a large array of computer-collected data to determine specific goods to stock at specific stores at specific times of year, as well as their prices. Brynjolfsson and Hitt (2003) estimate the impact of computers on productivity by using firm-level data to reduce measurement problems of outputs and inputs that exist in industry-level data.2 They find that computer use accounts for a substantial share of total factor productivity (TFP) and output growth.3 They also find that computer investment has its maximal impact on productivity after about seven years. They estimate that, between 1987 and 1994, about 0.25 to 0.50 percentage points of TFP growth at the firm level was generated by the use of computer capital, which grew by about 25 percent per year. Although many studies focus on TFP growth, computers also contribute to labor productivity growth by increasing the stock of capital per worker. As seen in the chart, computer investment accelerated early in the 1990s, long before the “new economy” productivity acceleration took place. If the firm-level results are translated to the overall economy, the gains in TFP growth from the 1995-99 flurry of computer investment growth (which exceeded 40 percent per year) should peak around 2006. Hence, there is cause for optimism regarding productivity over the next few years, as the evidence suggests that the benefits from computer use persist long after firms have undertaken the investment.
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