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NISTIR 7280 - Identifying Technology Flows and Spillovers Through NAICS Coding of ATP Project Participants


APPENDIX A: Factors Affecting Market and Knowledge Spillovers

The following factors are summarized from Jaffe (1996).

Factors making market spillovers larger or more likely:

  • Market in which innovation will be used or sold is highly competitive
  • Lead time and learning curves are not likely to give innovator strong market advantages
  • Technology is infrastructural, i.e., other researchers are a significant component of the market for the new technology
  • Output is product innovation that would be difficult to patent or copyright
  • Co-specialized assets are important in the relevant markets, and project proponents do not have important assets
  • Regulatory approvals are needed
  • Sales/service is important
  • Reputation/market presence is important
  • Licensing of the technology to others is likely to be important
  • Multi-use innovation, where many uses are likely to be commercialized by others
  • Process technology, proponents are small (or not) producers in relevant markets
  • Capital needs for ultimate commercialization are beyond proponents' reach

Factors making market spillovers smaller or less likely:

  • Proponents have market power in the relevant markets
  • Lead time and learning curves can be expected to convey significant advantages on the innovator if the project is successful
  • Output is product innovation that can be protected by patent or copyright
  • Proponents have important co-specialized assets
  • Technical success will lead to a large negative profit impact on another firm or firms whose technology will thereby be made obsolete

Factors making knowledge spillovers larger or more likely:

  • Multi-use technology
  • Proof of concept that would point the way for other researchers to try related ideas in other applications
  • Key component that will facilitate redesign and improvement of multiple distinct systems using that component
  • "Path-breaking" technology: success will open an entirely new line of technological development with apparently significant economic benefits
  • Subsequent technical developments require expertise in applications technologies in which proponents do not have relevant expertise (applies to both multi- use and path-breaking technologies
  • Useful knowledge would be gained even if project fails to achieve its technical objectives

Factors making knowledge spillovers less likely:

  • Output is process innovation that can be kept secret, and project proponents can use it in their own production process
  • Project proponents have special technical expertise that would position them to be the most likely developers of many of the follow-on technologies

Factors making interacting knowledge and market spillovers likely:

  • Output is "infratechnology:" technology has attributes of a standard and thereby generates network spillovers
  • Output is a product that would be sold to other researchers
  • Output is product innovation that would be difficult to patent or copyright

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Date created: May 25, 2006
Last updated: June 7, 2006

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