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research article

Selection bias in innovation studies: A simple test

De Rassenfosse, G.
•
Schoen, A.
•
Wastyn, A.
2014
Technological Forecasting and Social Change

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. © 2013 Elsevier Inc.

  • Details
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Type
research article
DOI
10.1016/j.techfore.2013.02.012
Scopus ID

2-s2.0-84888066331

Author(s)
De Rassenfosse, G.
Schoen, A.
Wastyn, A.
Date Issued

2014

Published in
Technological Forecasting and Social Change
Volume

81

Issue

1

Start page

287

End page

299

Subjects

Belgium

•

data set

•

econometrics

•

estimation method

•

Germany

•

innovation

•

Innovation studies

•

Knowledge production function

•

Patent count

•

Patents and inventions

•

Production function

•

R&D

•

research and development

•

Selection bias

•

Simple tests

•

Societies and institutions

Editorial or Peer reviewed

REVIEWED

Written at

OTHER

EPFL units
STIP  
Available on Infoscience
February 24, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/111705
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