Technological Obsolescence

Abstract This paper proposes a new measure of technological obsolescence using detailed patent data. The measure contains incremental information about firm innovation relative to measures focusing on new innovation. Using this measure, we present two sets of results. First, firms’ technological obsolescence foreshadows substantially lower growth, productivity, and reallocation of capital. This finding mainly applies to obsolescence of core innovation and embodied innovation, and it is stronger in competitive product markets. Second, in stock markets, high-obsolescence firms underperform low-obsolescence firms by 7% annually. Using analyst forecast data, we show this is due to a systematic overestimation of future profits of obsolescent firms.

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Publication Details

Journal
Review of Financial Studies
Published
2025-10-24
DOI
https://doi.org/10.1093/rfs/hhaf059
Primary Topic
Intellectual Property and Patents
Type
article
Field-Weighted Citation Impact
0.00
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article

Technological Obsolescence

Song Ma
Review of Financial Studies
Intellectual Property and Patents
article

Technological Obsolescence

Song Ma
article en

Abstract

Abstract This paper proposes a new measure of technological obsolescence using detailed patent data. The measure contains incremental information about firm innovation relative to measures focusing on new innovation. Using this measure, we present two sets of results. First, firms’ technological obsolescence foreshadows substantially lower growth, productivity, and reallocation of capital. This finding mainly applies to obsolescence of core innovation and embodied innovation, and it is stronger in competitive product markets. Second, in stock markets, high-obsolescence firms underperform low-obsolescence firms by 7% annually. Using analyst forecast data, we show this is due to a systematic overestimation of future profits of obsolescent firms.

Review of Financial Studies
Yale University (US)
Openalex Percentile: Top 59%
Intellectual Property and Patents
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