Racial Tropes in the Foreign Policy Bureaucracy: A Computational Text Analysis

被引:3
作者
Carson, Austin [1 ]
Min, Eric [2 ]
Van Nuys, Maya [1 ]
机构
[1] Univ Chicago, Dept Polit Sci, Chicago, IL 60637 USA
[2] Univ Calif Los Angeles, Dept Polit Sci, Los Angeles, CA USA
关键词
Racism; race; bureaucracy; foreign policy; text as data; machine learning; archival research; implicit bias; perception; intelligence; DEMOCRATIC PEACE; RACE; US; PREJUDICE; CONFLICT; POLITICS; GENDER; ASIA;
D O I
10.1017/S0020818324000146
中图分类号
D81 [国际关系];
学科分类号
030207 ;
摘要
How do racial stereotypes affect perceptions in foreign policy? Race and racism as topics have long been marginalized in the study of international relations but are receiving renewed attention. In this article we assess the role of implicit racial bias in internal, originally classified assessments by the US foreign policy bureaucracy during the Cold War. We use a combination of dictionary-based and supervised machine learning techniques to identify the presence of four racial tropes in a unique corpus of intelligence documents: almost 5,000 President's Daily Briefs given to Kennedy, Johnson, Nixon, and Ford. We argue and find that entries about countries that the US deemed "racialized Others"-specifically, countries in the Global South, newly independent states, and some specific regional groupings-feature an especially large number of racial tropes. Entries about foreign developments in these places are more likely to feature interpretations that infantilize, invoke animal-based analogies, or imply irrationality or belligerence. This association holds even when accounting for the presence of conflict, the regime type of the country being analyzed, the invocation of leaders, and the topics being discussed. The article makes two primary contributions. First, it adds to the revival of attention to race but gives special emphasis to implicit racialized thinking and its appearance in bureaucratic settings. Second, we show the promise of new tools for identifying racial and other forms of implicit bias in foreign policy texts.
引用
收藏
页码:189 / 223
页数:35
相关论文
共 114 条
[81]   The Impact of In-group Favoritism on Trade Preferences [J].
Mutz, Diana C. ;
Kim, Eunji .
INTERNATIONAL ORGANIZATION, 2017, 71 (04) :827-850
[82]  
Nandy Ashis., 1984, Alternatives, V10, P359, DOI [10.1177/030437548401000303, DOI 10.1177/030437548401000303]
[83]   Leveraging the alignment between machine learning and intersectionality: Using word embeddings to measure intersectional experiences of the nineteenth century US South [J].
Nelson, Laura K. .
POETICS, 2021, 88
[84]   Racism, Gun Ownership and Gun Control: Biased Attitudes in US Whites May Influence Policy Decisions [J].
O'Brien, Kerry ;
Forrest, Walter ;
Lynott, Dermot ;
Daly, Michael .
PLOS ONE, 2013, 8 (10)
[85]  
Omeni Akali., PICKING SIDES RACE E
[86]  
Omi M., 2008, NEW SOCIAL THEORY RE
[87]  
Pike FredrickB., 2010, US LATIN AM MYTHS ST
[88]  
Pitts Jennifer., 2009, A Turn to Empire: The Rise of Imperial Liberalism in Britain and France
[89]  
Pitts Jennifer., 2018, BOUNDARIES INT LAW E
[90]  
Risse-Kappen Thomas., 1995, EUR J INT RELAT, V1, P491, DOI [10.1177/1354066195001004005, DOI 10.1177/1354066195001004005]