Invention in Times of Global Challenges: A Text-Based Study of Remote Sensing and Global Public Goods

Author:

Ott Ingrid1,Vannuccini Simone2

Affiliation:

1. Chair of Economic Policy, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany

2. Groupe de Recherche en Droit, Économie et Gestion (GREDEG) Université Côte d’Azur, Sophia Antipolis Cedex, 06410 Biot, France

Abstract

We study whether remote sensing (RS), a set of technologies with global reach and a variety of applications, can be considered instrumental to the provision of global public goods (GPG). We exploit text information from patent data and apply structural topic modeling to identify topics related (or relevant) to GPG provision, and trace their participation in the evolution of remote sensing technology over time. We develop a new indicator of affinity to GPG (and other themes) using meta information from our dataset. We find that, first, RS displays features of a general-purpose technology. Second, while peripheral, GPG-relevant topics are present in the RS topic space, and in some cases overlap with topics with high affinity in AI and participation of public sector actors in invention. With our analysis, we contribute to a better understanding of the interplay between the dynamics of technology and (global) political economy, a field of research yet under-explored.

Publisher

MDPI AG

Subject

Economics, Econometrics and Finance (miscellaneous),Development

Reference33 articles.

1. Improving and evaluating topic models and other models of text;Airoldi;Journal of the American Statistical Association,2016

2. Mapping technology space by normalizing patent networks;Alstott;Scientometrics,2016

3. Arrighi, Giovanni (1994). The Long Twentieth Century: Money, Power, and the Origins of Our Times, Verso.

4. General purpose technologies in theory, application and controversy: A review;Bekar;Journal of Evolutionary Economics,2018

5. A correlated topic model of science;Blei;The Annals of Applied Statistics,2007

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3