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International Interactions
Empirical and Theoretical Research in International Relations
Volume 46, 2020 - Issue 6
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Research Note

Known unknowns: media bias in the reporting of political violence

References

  • Althaus, Scott, Joseph Bajjalieh, John F. Carter, Buddy Peyton, and Dan A. Shalmon. 2019. “Cline Center Historical Phoenix Event Data Variable Descriptions.” Cline Center for Advanced Social Research. v.1.2.0. University of Illinois Urbana-Champaign.
  • Bagozzi, Benjamin E., Patrick T. Brandt, John R. Freeman, Jennifer S. Holmes, Alisha Kim, Agustin Palao Mendizabal, and Carly Potz-Nielsen. 2018. “The Prevalence and Severity of Underreporting Bias in Machine- and Human-Coded Data.” Political Science Research and Methods 7 (3):641–49. doi:10.1017/psrm.2018.11.
  • Baum, Matthew A., and Yuri M. Zhukov. 2015. “Filtering Revolution: Reporting Bias in International Newspaper Coverage of the Libyan Civil War.” Journal of Peace Research 52 (3):384–400. doi:10.1177/0022343314554791.
  • Best, Rebecca H., Christine Carpino, and Mark J.C. Crescenzi. 2013. “An Analysis of the TABARI Coding System.” Conflict Management and Peace Science 30 (4):335–48. doi:10.1177/0738894213491176.
  • Brandt, Patrick T., John R. Freeman, and Philip A. Schrodt. 2011. “Real Time, Time Series Forecasting of Inter- and Intra-state Political Conflict.” Conflict Management and Peace Science 28 (1):41–64. doi:10.1177/0738894210388125.
  • Brandt, Patrick T., Jennifer S. Holmes, Latifur R. Khan, Ng Vincent, Benjamin Bagozzi, John R. Vito D’Orazio, Jill Irvine Freeman, Javier Osorio, and Philip A. Schrodt. 2019. “Phoenix Real-Time Event Data.” http://eventdata.utdallas.edu. Accessed 1 May 2019.
  • Breiman, Leo. 2001. “Random Forests.” Machine Learning 45 (1):5–32. doi:10.1023/A:1010933404324.
  • Cook, Scott J., Betsabe Blas, Raymond J. Carroll, and Samiran Sinha. 2017. “Two Wrongs Make a Right: Addressing Underreporting in Binary Data from Multiple Sources.” Political Analysis 25 (2):223–40. doi:10.1017/pan.2016.13.
  • Cook, Scott J., and Nils B. Weidmann. 2019. “Lost in Aggregation: Improving Event Analysis with Report-Level Data.” American Journal of Political Science 63 (1):250–64. doi:10.1111/ajps.12398.
  • Coppedge, Michael, John Gerring, Carl Henrik Knutsen, Staffan I. Lindberg, Svend-Erik Skaaning, Jan Teorell, David Altman, Michael Bernhard, Agnes Cornell, M. Steven Fish, et al. 2018. “V-Dem Codebook V8.” Varieties of Democracy (V-Dem) Project.
  • Croicu, Mihai, and Joakim Kreutz. 2017. “Communication Technology and Reports on Political Violence: Cross-national Evidence Using African Events Data.” Political Research Quarterly 70 (1):19–31. doi:10.1177/1065912916670272.
  • Croicu, Mihai, and Ralph Sundberg. 2017. “UCDP Georeferenced Event Dataset Codebook Version 17.1.” Department of Peace and Conflict Research, Uppsala University.
  • Davenport, Christian. 2009. Media Bias, Perspective, and State Repression: The Black Panther Party. Cambridge: Cambridge University Press.
  • Davenport, Christian, and Patrick Ball. 2002. “Views to a Kill: Exploring the Implications of Source Selection in the Case of Guatemalan State Terror, 1977–1995.” Journal of Conflict Resolution 46 (3):427–50. doi:10.1177/0022002702046003005.
  • Davis, David R., Amanda Murdie, and Coty Garnett Steinmetz. 2012. “‘Makers and Shapers’: Human Rights INGOs and Public Opinion.” Human Rights Quarterly 34 (1):199–224. doi:10.1353/hrq.2012.0016.
  • Drakos, Konstantinos, and Andreas Gofas. 2006. “The Devil You Know but are Afraid to Face: Underreporting Bias and Its Distorting Effects on the Study of Terrorism.” Journal of Conflict Resolution 50 (5):714–35. doi:10.1177/0022002706291051.
  • Eck, Kristine, and Lisa Hultman. 2007. “One-sided Violence against Civilians in War: Insights from New Fatality Data.” Journal of Peace Research 44 (2):233–46. doi:10.1177/0022343307075124.
  • Freedom House. 2017. “Freedom of the Press 2017 Methodology.” https://freedomhouse.org/report/freedom-press-2017-methodology. Accessed 29 September 2017.
  • Galtung, Johan, and Mari Holmboe Ruge. 1965. “The Structure of Foreign News: The Presentation of the Congo, Cuba and Cyprus Crises in Four Norwegian Newspapers.” Journal of Peace Research 2 (1):64–90. doi:10.1177/002234336500200104.
  • Gleditsch, Nils Petter, Peter Wallensteen, Mikael Eriksson, Margareta Sollenberg, and Håvard Strand. 2002. “Armed Conflict 1946 to 2001: A New Dataset.” Journal of Peace Research 39 (5):615–37. doi:10.1177/0022343302039005007.
  • Global Right to Information Rating. 2018. “Global Right to Information Rating.” http://www.rti-rating.org. Accessed 25 July 2018.
  • Gohdes, Anita, and Megan Price. 2013. “First Things First: Assessing Data Quality before Model Quality.” Journal of Conflict Resolution 57 (6):1090–108. doi:10.1177/0022002712459708.
  • Hafner-Burton, Emilie M. 2008. “Sticks and Stones: Naming and Shaming the Human Rights Enforcement Problem.” International Organization 62 (4):689–716. doi:10.1017/S0020818308080247.
  • Hapfelmeier, Alexander, Torsten Hothorn, Kurt Ulm, and Carolin Strobl. 2014. “A New Variable Importance Measure for Random Forests with Missing Data.” Statistics and Computing 24 (1):21–34. doi:10.1007/s11222-012-9349-1.
  • Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2009. The Elements of Statistical Learning, 2nd ed. New York: Springer.
  • Hegre, Håvard, Marie Allansson, Matthias Basedau, Michael Colaresi, Mihai Croicu, Hanne Fjelde, Frederick Hoyles, Lisa Hultman, Stina Högbladh, Remco Jansen, et al. 2019. “ViEWS: A Political Violence Early-warning System.” Journal of Peace Research 56 (2):155–74. doi:10.1177/0022343319823860.
  • Hill, Daniel W., Jr., and Zachary M Jones. 2014. “An Empirical Evaluation of Explanations for State Repression.” The American Political Science Review 108 (3):661–87. doi:10.1017/S0003055414000306.
  • Irvine, Jill, Christian Grant, Andrew Halterman, Khaled Jabr, and Yan Liang. 2019. “TERRIER (Temporally Extended, Regular, Reproducible International Event Records).”. http://terrierdata.org. Accessed 1 May 2019.
  • Jones, Zachary, and Fridolin Linder. 2016. “Edarf: Exploratory Data Analysis Using Random Forests.” Journal of Open Source Software 1 (6):1–4. doi:10.21105/joss.00092.
  • Lemke, Douglas. 2003. “Review: African Lessons for International Relations Research.” World Politics 56 (1):114–38. doi:10.1353/wp.2004.0005.
  • Loyle, Cyanne E., Christopher Sullivan, and Christian Davenport. 2014. “The Northern Ireland Research Initiative: Data on the Troubles from 1968 to 19981.” Conflict Management and Peace Science 31 (1):94–106. doi:10.1177/0738894213501974.
  • Lum, Kristian, Megan Emily Price, and David Banks. 2013. “Applications of Multiple Systems Estimation in Human Rights Research.” American Statistician 67 (4):191–200. doi:10.1080/00031305.2013.821093.
  • Marshall, Monty G., Ted Robert Gurr, and Keith Jaggers. 2016. “Polity IV Project Dataset Users’ Manual, V.2015.” Polity IV Project, 1–86.
  • Maxmind. 2018. “GeoLite2 IP Database.”. https://dev.maxmind.com/geoip/geoip2/geolite2/. Accessed 24 July 2018.
  • Oliver, Pamela E., and Daniel J. Myers. 1999. “How Events Enter the Public Sphere: Conflict, Location, and Sponsorship in Local Newspaper Coverage of Public Events.” American Journal of Sociology 105 (1):38–87. doi:10.1086/210267.
  • Pettersson, Therése, and Kristine Eck. 2018. “Organized Violence, 1989–2017.” Journal of Peace Research 55 (4):535–47. doi:10.1177/0022343318784101.
  • Price, Megan, and Patrick Ball. 2014. “Big Data, Selection Bias, and the Statistical Patterns of Mortality in Conflict.” SAIS Review of International Affairs 34 (1):9–20. doi:10.1353/sais.2014.0010.
  • Schrodt, Philip A. 2012. “CAMEO: Conflict and Mediation Event Observations Event and Actor Codebook.” Pennsylvania State University. Accessed 1 May 2019. http://eventdata.parusanalytics.com/cameo.dir/CAMEO.Manual.1.1b3.pdf.
  • Solaimani, Mohiuddin, Sayeed Salam, Latifur Khan, Patrick T. Brandt, and Vito D’Orazio. 2017. “APART: Automatic Political Actor Recommendation in Real-Time.” In Social, Cultural, and Behavioral Modeling, edited by D. Lee, YR. Lin, N. Osgood, and R. Thomson, vol. 10354, 342–48. LNCS Cham: Springer.
  • Strobl, Carolin, Anne Laure Boulesteix, Thomas Kneib, Thomas Augustin, and Achim Zeileis. 2008. “Conditional Variable Importance for Random Forests.” BMC Bioinformatics 9 (307):1–11. doi:10.1186/1471-2105-9-307.
  • Strobl, Carolin, Anne Laure Boulesteix, Achim Zeileis, and Torsten Hothorn. 2007. “Bias in Random Forest Variable Importance Measures: Illustrations, Sources and a Solution.” BMC Bioinformatics 8 (25). doi:10.1186/1471-2105-8-25.
  • Sundberg, Ralph, Kristine Eck, and Joakim Kreutz. 2012. “Introducing the UCDP Non-state Conflict Dataset.” Journal of Peace Research 49 (2):351–62. doi:10.1177/0022343311431598.
  • Sundberg, Ralph, and Erik Melander. 2013. “Introducing the UCDP Georeferenced Event Dataset.” Journal of Peace Research 50 (4):523–32. doi:10.1177/0022343313484347.
  • Tollefsen, Andreas Forø, Håvard Strand, and Halvard Buhaug. 2012. “PRIO-GRID: A Unified Spatial Data Structure.” Journal of Peace Research 49 (2):363–74. doi:10.1177/0022343311431287.
  • UCDP. 2018. “Methodology.” Uppsala University, Accessed 1 July 2018. https://pcr.uu.se/research/ucdp/methodology/.
  • Urlacher, Brian R. 2009. “Wolfowitz Conjecture: A Research Note on Civil War and News Coverage.” International Studies Perspectives 10 (2):186–97. doi:10.1111/j.1528-3585.2009.00369.x.
  • Ward, Michael D., and Andreas Beger. 2017. “Lessons from near Real-time Forecasting of Irregular Leadership Changes.” Journal of Peace Research 54 (2):141–56. doi:10.1177/0022343316680858.
  • Weidmann, Nils B. 2015. “On the Accuracy of Media-based Conflict Event Data.” Journal of Conflict Resolution 59 (6):1129–49. doi:10.1177/0022002714530431.
  • Weidmann, Nils B. 2016. “A Closer Look at Reporting Bias in Conflict Event Data.” American Journal of Political Science 60 (1):206–18. doi:10.1111/ajps.12196.
  • World Bank Development Indicators. World Bank Open Data. Accessed 2 November 2017. 2016. http://data.worldbank.org/indicator.

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