Measuring the Position and Differentiation of Firms in Technology Space
location: https://zenodo.org/record/5172146
contributors: Sam Arts, Bruno Cassiman, Jianan Hou
tags: differentiation, semantic analysis, competition
code: https://github.com/JiananHou429/measuring-the-position-of-firms-in-technology-space
timeframe: 1980-2015
terms of_use: Creative Commons Attribution Non Commercial 1.0 Generic
description: Although the rate of invention by firms and the effect on firm performance have been central themes in economics and strategy, the position and differentiation of invention by firms have received less attention. We develop a method to characterize a firm’s technology portfolio based on the semantic content of patents that allows us to map a firm’s unique spatial position relative to every other firm in technology space and to measure the overall differentiation of a firm’s technology portfolio. Using a large panel of U.S. public firms from 1980 to 2015, we illustrate that technology differentiation has a strong positive correlation with firm performance, particularly in research and development-intensive industries and industries with strong product market rivalry. We also show that technology differentiation is associated with subsequent differentiation from competitors in the product market and a reduction in outgoing technology spillovers to other firms. We provide open access to code and data to characterize the technology portfolio of firms and to measure the technological position and differentiation of U.S. public firms.
last edit: Sun, 17 Dec 2023 03:04:54 GMT