Engineer/Scientist Careers: Patents, Online Profiles, and Misclassification Bias
数据科学
工程类
计算机科学
作者
Chunmian Ge,Ke-Wei Huang,Ivan P. L. Png
出处
期刊:Social Science Research Network [Social Science Electronic Publishing] 日期:2014-01-01被引量:2
标识
DOI:10.2139/ssrn.2446400
摘要
Through an inventor survey, we find substantial error in tracking mobility of engineers and scientists by patents. These errors cause misclassification of mobility -- false positives (wrongly recording change of employer), and false negatives (failing to record change of employer). Errors are higher among inventors with shorter patent careers.