Using Big Data For Generating Firm Level Innovation Indicators
Download and Read Using Big Data For Generating Firm Level Innovation Indicators full books in PDF, ePUB, and Kindle. Read online free Using Big Data For Generating Firm Level Innovation Indicators ebook anywhere anytime directly on your device. We cannot guarantee that every ebooks is available!
Using Big Data for Generating Firm-level Innovation Indicators
Author | : Christian Rammer |
Publisher | : |
Total Pages | : |
Release | : 2022 |
Genre | : |
ISBN | : |
Download Using Big Data for Generating Firm-level Innovation Indicators Book in PDF, Epub and Kindle
Obtaining indicators on innovation activities of firms has been a challenge in economic research for a long time. The most frequently used indicators - R&D expenditure and patents - provide an incomplete picture as they represent inputs and throughputs in the innovation process. Output measurement of innovation has strongly been relying on survey data such as the Community Innovation Survey (CIS), but suffers from several short-comings typical to sample surveys, including incomplete coverage of the firm sector, low timeliness and limited comparability across industries and firms. The availability of big data sources has initiated new efforts to collect innovation data at the firm level. This paper discusses recent attempts of using digital big data sources on firms for generating firm-level innovation indicators, including Websites and social media. It summarises main challenges when using big data and proposes avenues for future research.
Using Big Data for Generating Firm-level Innovation Indicators Related Books
Pages:
Pages: 78
Pages: 0
Pages: 520