Elshehawy, Ashrakat, Frey, Arun, Haas, Violeta
, Riaz, Sascha and Roemer, Tobias
(2025)
The Police as Gatekeepers of Information: Immigration Salience and Selective Crime Reporting.
TSE Working Paper, n. 25-1693, Toulouse
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Abstract
What drives the supply of crime news? While prior research focuses on the news media, we study a crucial upstream gatekeeper of information: the police. We argue that the police act as strategic bureaucrats who increase the disclosure of out-group cues (ethnicity, nationality) when immigration is salient to signal competence and transparency to the public. To test this, we use LLMs to annotate a novel dataset of about one million press releases published by local police stations across Germany between 2014 and 2024. Using a regression discontinuity in time design, we demonstrate an increase in out-group cues in police communications (1) following a nationwide shock to immigration salience (the 2015/16 Cologne New Year’s Eve assaults), and (2) in the days before regional elections in which immigration is a salient campaign issue. Our findings demonstrate how bureaucratic discretion shapes the supply of politically charged information.
| Item Type: | Monograph (Working Paper) |
|---|---|
| Language: | English |
| Date: | November 2025 |
| Place of Publication: | Toulouse |
| Uncontrolled Keywords: | bureaucratic politics, immigration, large language models, natural language processing, police |
| Subjects: | B- ECONOMIE ET FINANCE |
| Divisions: | TSE-R (Toulouse) |
| Institution: | Université Toulouse Capitole |
| Site: | UT1 |
| Date Deposited: | 05 Dec 2025 08:26 |
| Last Modified: | 05 Dec 2025 08:26 |
| OAI Identifier: | oai:tse-fr.eu:131173 |
| URI: | https://publications.ut-capitole.fr/id/eprint/51692 |

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