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Social SciencesBusiness, Management and AccountingManagement of Technology and Innovation

Measuring Technological Innovation Over the Long Run
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Paper Summary
Conflicts of Interest
Identified Weaknesses
Rating Explanation
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Paper Summary
Paperzilla title
Word Nerds Unite: Can We Predict Breakthroughs by Reading Patents?
This paper introduces a new text-based measure of patent significance that predicts future citations and correlates with market value. Using this measure, the authors identify three major technological waves over two centuries and show that these waves are strong predictors of aggregate and sectoral productivity.
Possible Conflicts of Interest
At least one co-author has disclosed a financial relationship of potential relevance for this research.
Identified Weaknesses
The measure of innovation may not fully capture economic value
The measure of innovation used is based on textual analysis of patents, which may not fully capture the true economic value of an innovation. For instance, patents that have a minor scientific impact, yet are successful in restricting competition, could generate sizable private values, which our measure is unlikely to capture.
Limited sample period for patent value analysis
The sample period for analysis of the relation between patent values and textual analysis-based quality metrics is limited to 1927-2012 due to data constraints. This is much shorter than the 1840-2010 period used for the analysis of innovation trends.
Limited availability of patent citations before 1945
Patent citations are only consistently recorded after 1945, limiting the comparison with the textual analysis measure in earlier periods.
Rating Explanation
This paper presents a novel approach to measuring technological innovation using textual analysis of patents, which offers advantages over traditional citation-based measures, particularly for analyzing long-run trends. The methodology is well-validated and the findings regarding technological waves and their link to productivity are significant. However, there are some limitations regarding the potential disconnect between the textual measure and true economic value, and data constraints affect the scope of some analyses.
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File Information
Original Title:
Measuring Technological Innovation Over the Long Run
File Name:
w25266.pdf
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File Size:
0.68 MB
Uploaded:
July 14, 2025 at 10:37 AM
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