Selection bias in innovation studies: A simple test

被引:15
作者
de Rassenfosse, Gaetan [1 ,2 ]
Schoen, Anja [3 ]
Wastyn, Annelies [4 ]
机构
[1] Univ Melbourne, Melbourne Inst Appl Econ & Social Res, Melbourne, Vic 3010, Australia
[2] Intellectual Property Res Inst Australia, Melbourne, Vic 3010, Australia
[3] Tech Univ Munich, TUM Sch Management, D-80333 Munich, Germany
[4] Katholieke Univ Leuven, Dept Managerial Econ, B-3000 Louvain, Belgium
基金
澳大利亚研究理事会;
关键词
Knowledge production function; Patent count; R&D; Selection bias; RESEARCH-AND-DEVELOPMENT; MARKET-STRUCTURE; PATENT STATISTICS; FIRM LEVEL; COUNT DATA; SPILLOVERS; PANEL; PERFORMANCE; OPPORTUNITY; COMPETITION;
D O I
10.1016/j.techfore.2013.02.012
中图分类号
F [经济];
学科分类号
02 ;
摘要
The study of the innovative output of organizations often relies on a count of patents filed at one single office of reference such as the European Patent Office (EPO). Yet, not all organizations File their patents at the EPO, raising the specter of a selection bias. Using novel datasets of the whole population of patents by Belgian firms and German universities, we show that the single-office count results in a selection bias that affects econometric estimates of invention production functions. We propose an easy-to-implement methodology to evaluate whether estimates that rely on the single-office count are affected by a selection bias. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:287 / 299
页数:13
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