globalchange  > 气候变化事实与影响
DOI: 10.1088/1748-9326/aaf939
WOS记录号: WOS:000461664900001
论文题名:
The growth of climate change misinformation in US philanthropy: evidence from natural language processing
作者: Farrell, Justin
通讯作者: Farrell, Justin
刊名: ENVIRONMENTAL RESEARCH LETTERS
ISSN: 1748-9326
出版年: 2019
卷: 14, 期:3
语种: 英语
英文关键词: polarization ; philanthropy ; climate change ; natural language processing ; computational social science ; text analysis ; misinformation
WOS关键词: ORGANIZATIONS ; NETWORK
WOS学科分类: Environmental Sciences ; Meteorology & Atmospheric Sciences
WOS研究方向: Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences
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.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/131067
Appears in Collections:气候变化事实与影响

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作者单位: Yale Univ, Sch Forestry & Environm Studies, Sch Management, Dept Sociol, New Haven, CT 06511 USA

Recommended Citation:
Farrell, Justin. The growth of climate change misinformation in US philanthropy: evidence from natural language processing[J]. ENVIRONMENTAL RESEARCH LETTERS,2019-01-01,14(3)
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