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Finding the white male: The prevalence and consequences of algorithmic gender and race bias in political Google searches

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arxiv 2405.00335 v1 pith:Z4ULP5OE submitted 2024-05-01 cs.CY

classification cs.CY
keywords politicalalgorithmicarticlebiasesenginesgoogleinformationperceptions
verification ladder T0 review T1 audit T2 compute T3 formal

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Search engines like Google have become major information gatekeepers that use artificial intelligence (AI) to determine who and what voters find when searching for political information. This article proposes and tests a framework of algorithmic representation of minoritized groups in a series of four studies. First, two algorithm audits of political image searches delineate how search engines reflect and uphold structural inequalities by under- and misrepresenting women and non-white politicians. Second, two online experiments show that these biases in algorithmic representation in turn distort perceptions of the political reality and actively reinforce a white and masculinized view of politics. Together, the results have substantive implications for the scientific understanding of how AI technology amplifies biases in political perceptions and decision-making. The article contributes to ongoing public debates and cross-disciplinary research on algorithmic fairness and injustice.

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  1. Search engines in polarized media environment: Auditing political information curation on Google and Bing prior to 2024 US elections

    cs.CY 2025-01 conditional novelty 6.0 of 10

    Google and Bing organic results and Google's Newsblock tilted toward left-leaning media before the 2024 US election, and Republican-focused queries consistently increased right-leaning sources, while Democratic-query ...

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