Exploring Uncharted Territory: Knowledge Search Processes in the Origination of Outlier Innovation

Forthcoming, Organization Science

49 Pages Posted: 3 Aug 2019

See all articles by Madeline King Kneeland

Madeline King Kneeland

Cornell SC Johnson College of Business

Melissa A. Schilling

New York University (NYU) - Department of Management and Organizational Behavior

Aharonson Barak S.

Tel-Aviv University

Date Written: July 29, 2019

Abstract

Most innovation builds closely on existing knowledge and technology, delivering incremental advances on existing ideas, products, and processes. Sometimes, however, inventors make discoveries that seem very distant from what is known and well understood. How do individuals and firms explore such uncharted technological terrain? This paper extends research on knowledge networks and innovation to propose three main processes of knowledge creation that are more likely to result in discoveries that are distant from existing inventions: long search paths, scientific reasoning, and distant recombination. We explore these processes with a combination of a large and unique dataset on outlier patents filed at the US Patent and Trademark Office and interviews with inventors of outlier patents. Our exploratory analysis suggests that there are significant differences in the inventor teams, assignees, and search processes that result in outlier patents. These results have important implications for managers that wish to encourage more exploratory search for breakthrough innovation.

Keywords: innovation, patents, breakthrough, outliers, recombination, knowledge networks

Suggested Citation

Kneeland, Madeline and Schilling, Melissa A. and S., Aharonson Barak, Exploring Uncharted Territory: Knowledge Search Processes in the Origination of Outlier Innovation (July 29, 2019). Forthcoming, Organization Science. Available at SSRN: https://ssrn.com/abstract=3429364 or http://dx.doi.org/10.2139/ssrn.3429364

Madeline Kneeland (Contact Author)

Cornell SC Johnson College of Business ( email )

Ithaca, NY 14850
United States

Melissa A. Schilling

New York University (NYU) - Department of Management and Organizational Behavior ( email )

40 West Fourth Street
New York, NY 10012
United States
212-998-0249 (Phone)
212-995-4235 (Fax)

Aharonson Barak S.

Tel-Aviv University ( email )

Tel Aviv
Israel

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