GSTDTAP  > 气候变化
DOI10.1088/1748-9326/aaf939
The growth of climate change misinformation in US philanthropy: evidence from natural language processing
Farrell, Justin
2019-03-01
发表期刊ENVIRONMENTAL RESEARCH LETTERS
ISSN1748-9326
出版年2019
卷号14期号:3
文章类型Article
语种英语
国家USA
英文摘要

Two of the most consequential developments affecting US politics are (1) the growing influence of private philanthropy, and (2) the large-scale production and diffusion of misinformation. Despite their importance, the links between these two trends have not been scientifically examined. This study employs a sophisticated research design on a large collection of new data, utilizing natural language processing and approximate string matching to examine the relationship between the large-scale climate misinformation movement and US philanthropy. The study finds that over a twenty year period, networks of actors promulgating scientific misinformation about climate change were increasingly integrated into the institution of US philanthropy. The degree of integration is predicted by funding ties to prominent corporate donors. These findings reveal new knowledge about large-scale efforts to distort public understanding of science and sow polarization. The study also contributes a unique computational approach to be applied at this increasingly important, yet methodologically fraught, area of research.


英文关键词polarization philanthropy climate change natural language processing computational social science text analysis misinformation
领域气候变化
收录类别SCI-E ; SSCI
WOS记录号WOS:000461664900001
WOS关键词ORGANIZATIONS ; NETWORK
WOS类目Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/26054
专题气候变化
作者单位Yale Univ, Sch Forestry & Environm Studies, Sch Management, Dept Sociol, New Haven, CT 06511 USA
推荐引用方式
GB/T 7714
Farrell, Justin. The growth of climate change misinformation in US philanthropy: evidence from natural language processing[J]. ENVIRONMENTAL RESEARCH LETTERS,2019,14(3).
APA Farrell, Justin.(2019).The growth of climate change misinformation in US philanthropy: evidence from natural language processing.ENVIRONMENTAL RESEARCH LETTERS,14(3).
MLA Farrell, Justin."The growth of climate change misinformation in US philanthropy: evidence from natural language processing".ENVIRONMENTAL RESEARCH LETTERS 14.3(2019).
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