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IT-related patents as a measure of digital innovation
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Currently, academic literature lacks a stringent approach to measure the extent of a firm’s digital innovation efforts (especially based on secondary data).
In a novel approach, we use a firm’s patents related to information technology as a proxy for digital innovation. Using an advanced fuzzy matching algorithm and extensive data cleaning, we matched 2.6 millions U.S. patents to their corporate parents. To our best knowledge, we are also the first to match patents more accurately and comprehensively by relying on firms’ year-by-year lists of subsidiaries found in the annual report.
First analyses confirm our initial hypotheses and we are confident that this dataset will be the basis for significant contributions in the fields of innovation, digitization, and information systems.
In a novel approach, we use a firm’s patents related to information technology as a proxy for digital innovation. Using an advanced fuzzy matching algorithm and extensive data cleaning, we matched 2.6 millions U.S. patents to their corporate parents. To our best knowledge, we are also the first to match patents more accurately and comprehensively by relying on firms’ year-by-year lists of subsidiaries found in the annual report.
First analyses confirm our initial hypotheses and we are confident that this dataset will be the basis for significant contributions in the fields of innovation, digitization, and information systems.
Kontakt
M.Sc. Robin Wagner
Otto-von-Guericke-Universität Magdeburg
Fakultät für Wirtschaftswissenschaft
Professur BWL, insb. Behavioral International Management
Universitätsplatz 2
39106
Magdeburg
Tel.:+49 391 6758585
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