负二项分布
计量经济学
引用
组分(热力学)
重新使用
变量(数学)
技术变革
工作(物理)
计算机科学
经济
数学
统计
人工智能
工程类
机械工程
数学分析
物理
万维网
泊松分布
热力学
废物管理
出处
期刊:Management Science
[Institute for Operations Research and the Management Sciences]
日期:2001-01-01
卷期号:47 (1): 117-132
被引量:2524
标识
DOI:10.1287/mnsc.47.1.117.10671
摘要
While the course of technological change is widely accepted to be highly uncertain and unpredictable, little work has identified or studied the ultimate sources and causes of that uncertainty. This paper proposes that purely technological uncertainty derives from inventors' search processes with unfamiliar components and component combinations. Experimentation with new components and new combinations leads to less useful inventions on average, but it also implies an increase in the variability that can result in both failure and breakthrough. Negative binomial count and dispersion models with patent citation data demonstrate that new combinations are indeed more variable. In contrast to predictions, however, the reuse of components has a nonmonotonic and eventually positive effect on variability.
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