The DOI matches its Crossref record, with a small difference in title or year; 33 of the 33 references it cites were found in a registry or an index.
Fanning the Flames of Hate: Social Media and Hate Crime
Abstract
This paper investigates the link between social media and hate crime. We show that anti-refugee sentiment on Facebook predicts crimes against refugees in otherwise similar municipalities with higher social media usage. To establish causality, we exploit exogenous variation in the timing of major Facebook and internet outages. Consistent with a role for "echo chambers", we find that right-wing social media posts contain narrower and more loaded content than news reports. Our results suggest that social media can act as a propagation mechanism for violent crimes by enabling the spread of extreme viewpoints.
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“Estas manifestaciones de odio no solo afectan al ámbito digital, sino que, según se ha demostrado ampliamente, se asocian con consecuencias tangibles en el mundo real, como el incremento de delitos de odio dirigidos hacia estas comunidades (Müller & Schwarz, 2020;Wiedlitzka et al., 2021;Williams et al., 2020).”
From Redes de odio y contranarrativas en Twitter sobre el ataque a iglesias católicas en Algeciras: Dinámicas de conectividad, influencia y polarización (2026) · cites this paper as Müller & Schwarz, 2020
Citations
Cites
Identification of Endogenous Social Effects: The Reflection Problem
Manski, C. F. (1993) · The Review of Economic Studies · doi:10.2307/2298123 · Cited by 6,209
Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure
Pesaran, M. H. (2006) · Econometrica · doi:10.1111/j.1468-0262.2006.00692.x · Cited by 5,078
Mostly Harmless Econometrics: An Empiricist's Companion
Angrist, J. D., & Pischke, J.-S. (2008) · doi:10.2307/j.ctvcm4j72 · Cited by 5,051
(2011) · Cited by 4,430
Who Benefits from State and Local Economic Development Policies?
Bartik, T. J. (1991) · doi:10.17848/9780585223940 · Cited by 2,643
Ethnic Diversity and Economic Performance
Alesina, A., & La Ferrara, E. (2005) · Journal of Economic Literature · doi:10.1257/002205105774431243 · Cited by 2,062
Political Polarization in the American Public
Fiorina, M. P., & Abrams, S. J. (2008) · Annual Review of Political Science · doi:10.1146/annurev.polisci.11.053106.153836 · Cited by 1,881
News use across social media platforms 2016
Gottfried, J. A., & Shearer, E. (2016) · Cited by 1,184
Gentzkow, M. (2006) · Quarterly Journal of Economics · doi:10.1162/qjec.121.3.931 · Cited by 842 · cited 1×
“Bursztyn et al. (2017) find that media coverage of close elections increases voter turnout, while Gavazza et al. (2018) show that broadband diffusion decreased voter turnout in the United Kingdom (see also Gentzkow, 2006; Manacorda and Tesei, 2016).”
BackgroundPersecution Perpetuated: The Medieval Origins of Anti-Semitic Violence in Nazi Germany*
Voigtländer, N., & Voth, H.-J. (2012) · The Quarterly Journal of Economics · doi:10.1093/qje/qjs019 · Cited by 737
Propaganda and Conflict: Evidence from the Rwandan Genocide *
Yanagizawa-Drott, D. (2014) · The Quarterly Journal of Economics · doi:10.1093/qje/qju020 · Cited by 726
Social Connectedness: Measurement, Determinants, and Effects
Bailey, M., Cao, R., Kuchler, T., Stroebel, J., & Wong, A. (2018) · Journal of Economic Perspectives · doi:10.1257/jep.32.3.259 · Cited by 613
Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error StructurePreprint
Pesaran, M. H. (2004) · SSRN Electronic Journal · doi:10.2139/ssrn.625981 · Cited by 610
Radio and the Rise of The Nazis in Prewar Germany *
Adena, M., Enikolopov, R., Petrova, M., Santarosa, V., & Zhuravskaya, E. (2015) · The Quarterly Journal of Economics · doi:10.1093/qje/qjv030 · Cited by 546
Social Media and Protest Participation: Evidence From Russia
Enikolopov, R., Makarin, A., & Petrova, M. (2020) · Econometrica · doi:10.3982/ecta14281 · Cited by 489
Boxell, L., Gentzkow, M., & Shapiro, J. M. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1706588114 · Cited by 467
The cost of racial animus on a black candidate: Evidence using Google search data
Stephens-Davidowitz, S. (2014) · Journal of Public Economics · doi:10.1016/j.jpubeco.2014.04.010 · Cited by 443
#Republic: Divided Democracy in the Age of Social Media
Zhou, A. Y. (2017) · Journal of Communication · doi:10.1111/jcom.12344 · Cited by 405
Liberation Technology: Mobile Phones and Political Mobilization in Africa
Manacorda, M., & Tesei, A. (2020) · Econometrica · doi:10.3982/ecta14392 · Cited by 339
Trade, Institutions, and Ethnic Tolerance: Evidence from South Asia
JHA, S. (2013) · American Political Science Review · doi:10.1017/s0003055413000464 · Cited by 319
Anatomy of news consumption on Facebook
Schmidt, A. L., Zollo, F., Del Vicario, M., Bessi, A., Scala, A., Caldarelli, G., Stanley, H. E., & Quattrociocchi, W. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1617052114 · Cited by 305
From Hashtag to Hate Crime: Twitter and Antiminority Sentiment
Müller, K., & Schwarz, C. R. (2023) · American Economic Journal Applied Economics · doi:10.1257/app.20210211 · Cited by 244
Self-citationBroadband Internet: An Information Superhighway to Sex Crime?
Bhuller, M., Havnes, T., Leuven, E., & Mogstad, M. (2013) · The Review of Economic Studies · doi:10.1093/restud/rdt013 · Cited by 212
Causes and consequences of the Protestant Reformation
Becker, S. O., Pfaff, S. J., & Rubin, J. (2016) · Explorations in Economic History · doi:10.1016/j.eeh.2016.07.007 · Cited by 193
Nazi indoctrination and anti-Semitic beliefs in Germany
Voigtländer, N., & Voth, H. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1414822112 · Cited by 172
Internet and Politics: Evidence from U.K. Local Elections and Local Government Policies
Gavazza, A., Nardotto, M., & Valletti, T. (2018) · The Review of Economic Studies · doi:10.1093/restud/rdy028 · Cited by 149
Religion, Division of Labor, and Conflict: Anti-Semitism in Germany over 600 Years
Becker, S. O., & Pascali, L. (2019) · American Economic Review · doi:10.1257/aer.20170279 · Cited by 142
Internet and Politics: Evidence from U.K. Local Elections and Local Government PoliciesPreprint
Gavazza, A., Nardotto, M., & Valletti, T. (2015) · The Review of Economic Studies · doi:10.2139/ssrn.2700587 · Cited by 124
Trend of Narratives in the Age of Misinformation
Bessi, A., Zollo, F., Del Vicario, M., Scala, A., Caldarelli, G., & Quattrociocchi, W. (2015) · PLOS ONE · doi:10.1371/journal.pone.0134641 · Cited by 123
Exposure to Online Hate among Young Social Media Users
Oksanen, A., Hawdon, J., Holkeri, E., Näsi, M., & Räsänen, P. (2014) · Sociological Studies of Children and Youth · doi:10.1108/s1537-466120140000018021 · Cited by 92
Broadband Internet: An Information Superhighway to Sex Crime?Preprint
Bhuller, M., Havnes, T., Leuven, E., & Mogstad, M. (2011) · SSRN Electronic Journal · doi:10.2139/ssrn.1881507 · Cited by 66
Reprisals Remembered: German-Greek Conflict and Car Sales During the Euro CrisisPreprint
Fouka, V., & Voth, H. (2013) · SSRN Electronic Journal · doi:10.2139/ssrn.2340625 · Cited by 51
Broadband database (Edition 2016)
OECD (2016) · doi:10.1787/01b5e502-en · Cited by 1
Research works printed but not linked: 14
- 2016, Aktuelle Zahlen zu Asyl, BAMF
- P Barber�, 2014, How Social Media Reduces Mass Political Polarization: Evidence from Germany, Spain, and the US, Job Market Paper
- 2017, Social Media Warned to Crack Down on Hate Speech, BBC
- 2017, Powerhouse Germany Badly Trailing Rivals in Broadband, Financial Times
- N Gabler, 2016, The Internet and Social Media Are Increasingly Divisive and Undermining of Democracy
- S H�lig, 2016, Reuters Institute Digital News Survey 2017: Ergebnisse f�r Deutschland, volume Nr. 38 of Arbeitspapiere des Hans-Bredow-Instituts. Verlag HansBredow-Institut, 10.5771/1615-634x-2016-1 · DOI
- P Kreiel, 2018, Hass auf Knopfdruck: Rechtsextreme Trollfabriken und das kosystem koordinierter Hasskampagnen im Netz. Institute for Strategic Dialogue
- 2016, How Facebook Warps Our Worlds, New York Times
- 2017, How Fiction Becomes Fact on Social Media, New York Times
- 2017, Seeking Asylum in Germany, and Finding Hatred, New York Times
- C Ott, 2019, Rechtspopulismus und Social Media: Wie Wortgebruche in Social Media sprachkritisch betrachtet werden knnen, 279
- C R Sunstein, 2009, Republic. com 2.0
- 2017, CPS to Crack Down on Social Media Hate Crime, says Alison Saunders
- J M Wooldridge, 2001, Econometric Analysis of Cross Section and Panel Data, 1
Cited by
Political Effects of the Internet and Social Media
Zhuravskaya, E., Petrova, M., & Enikolopov, R. (2020) · Annual Review of Economics · doi:10.1146/annurev-economics-081919-050239 · Cited by 560
Social Media, Echo Chambers, and Political Polarization
Barberá, P. (2020) · Social Media and Democracy · doi:10.1017/9781108890960.004 · Cited by 373
Misinformation, Disinformation, and Online Propaganda
Guess, A. M., & Lyons, B. A. (2020) · Social Media and Democracy · doi:10.1017/9781108890960.003 · Cited by 284
Newman, B., Merolla, J. L., Shah, S., Lemi, D. C., Collingwood, L., & Ramakrishnan, S. K. (2021) · British Journal of Political Science · doi:10.1017/s0007123419000590 · Cited by 267
Dynamics of online hate and misinformation
Cinelli, M., Pelicon, A., Mozetič, I., Quattrociocchi, W., Novak, P. K., & Zollo, F. (2021) · Scientific Reports · doi:10.1038/s41598-021-01487-w · Cited by 107
Metadata
- Authors
- Müller, K., & Schwarz, C.
- Publisher
- Elsevier BV
- Published
- 2017
- Cited by
- 105
- References
- 33
- Type
- Preprint
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