Introducing the Targeted Mass Killing Data Set for the Study and Forecasting of Mass Atrocities

Abstract

This article describes a new data set for the study of genocide, politicide, and similar atrocities. Existing data sets have facilitated advances in understanding and policy-relevant applications such as forecasting but have been criticized for insufficient transparency, replicability, and for omitting failed or prevented attempts at genocide/politicide. More general data sets of mass civilian killing do not typically enable users to isolate situations in which specific groups are deliberately targeted. The Targeted Mass Killing (TMK) data set identifies 201 TMK episodes, 1946 to 2017, with annualized information on perpetrator intent, severity, targeted groups, and new ordinal and binary indicators of genocide/politicide that can serve as alternatives to existing measures. Users are also able to construct their own indicators based on their research questions or preferred definitions. The article discusses the concept and operationalization of TMK, provides comparisons with other data sets, and highlights some of the strengths and new capabilities of the TMK data.

Keywords

genocide mass atrocities quantitative data violence against civilians

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References

Africa Watch. 1991. Evil Days: 30 Years of War and Famine in Ethiopia. New York: Africa Watch.

Anderton

2014. “Killing Civilians as an Inferior Input in a Rational Choice Model of Genocide and Mass Killing.” Peace Economics, Peace Science and Public Policy 20:327–46.

Anderton

Carter

. 2015. “A New Look at Weak State Conditions and Genocide Risk.” Peace Economics, Peace Science and Public Policy 21:1–36.

Brandt

P. T.

Freeman

J. R.

Schrodt

P. A.

. 2011. “Real Time, Time Series Forecasting of Inter- and Intra-state Political Conflict.” Conflict Management and Peace Science 28 (1): 41–64.

Bueno de Mesquita

1997. “A Decision Making Model: Its Structure and Form.” International Interactions 23 (3-4): 235–66.

Campbell

J. E.

1992. “Forecasting the Presidential Vote in the States.” American Journal of Political Science 36 (2): 386–407.

Campbell

J. E.

2014. “The 2014 Midterm Election Forecasts: Introduction.” PS: Political Science & Politics 47 (4): 769–71.

Colaresi

Carey

S. C.

. 2008. “To Kill or to Protect, To Kill or to Protect: Security Forces, Domestic Institutions, and Genocide, Security Forces, Domestic Institutions, and Genocide.” Journal of Conflict Resolution 52 (1): 39–67.

Davenport

2007. “State Repression and Political Order.” Annual Review of Political Science 10 (1): 1–23.

10.

Eck

Hultman

. 2007. “One-sided Violence against Civilians in War, One-sided Violence against Civilians in War: Insights from New Fatality Data, Insights from New Fatality Data.” Journal of Peace Research 44 (2): 233–46.

11.

Fein

1995. “More Murder in the Middle: Life-integrity Violations and Democracy in the World, 1987.” Human Rights Quarterly 17 (1): 170–91.

12.

Gleditsch

K. S.

Ward

M. D.

. 2013. “Forecasting is Difficult, Especially about the Future: Using Contentious Issues to Forecast Interstate Disputes.” Journal of Peace Research 50 (1): 17–31.

13.

Goldsmith

B. E.

Butcher

C. R.

. 2018. “Genocide Forecasting: Past Accuracy and New Forecasts to 2020.” Journal of Genocide Research 20 (1): 90–107.

14.

Goldsmith

B. E.

Butcher

C. R.

Semenovich

Sowmya

. 2013. “Forecasting the Onset of Genocide and Politicide, Forecasting the Onset of Genocide and Politicide: Annual Out-of-sample Forecasts on a Global Dataset, 1988–2003, Annual Out-of-sample Forecasts on a Global Dataset, 1988–2003.” Journal of Peace Research 50 (4): 437–52.

15.

Goldstone

J. A.

Bates

R. H.

Epstein

D. L.

Gurr

T. R.

Lustik

M. B.

Marshall

M. G.

Ulfelder

Woodward

. 2010. “A Global Model for Forecasting Political Instability.” American Journal of Political Science 54 (1): 190–208.

16.

Harff

1992. “Recognizing Genocides and Politicides.” Genocide Watch 2:27–41.

17.

Harff

2003. “No Lessons Learned from the Holocaust? Assessing Risks of Genocide and Political Mass Murder since 1955.” American Political Science Review 97 (01): 57–73.

18.

Harff

2012. Assessing Risks of Genocide and Politicide: A Global Watch List for 2012. In Peace and Conflict 2012, edited by Hewitt

J. J.

Wilkenfeld

Gurr

T. R.

Heldt

, 53–56. College Park, MD: Center for International Development and Conflict Management, University of Maryland.

19.

Harff

Gurr

T. R.

. 1988. “Toward Empirical Theory of Genocides and Politicides: Identification and Measurement of Cases since 1945.” International Studies Quarterly 32 (3): 359–71.

20.

Hegre

Metternich

N. W.

Nygård

H. M.

Wucherpfennig

. 2017. “Introduction: Forecasting in Peace Research.” Journal of Peace Research 54 (2): 113–24.

21.

Heywood

L. M.

2011. “Angola and the Violent Years 1975-2008: Civilian Casualties.” Portuguese Studies Review 19 (1): 311–22.

22.

HRW (Human Rights Watch). 2013. “They Came to Kill: Escalating Atrocities in the Central African Republic.” Technical Report, Human Rights Watch, New York.

23.

HRW (Human Rights Watch). 2014. “South Sudan’s New War | Abuses by Government and Opposition Forces.” Technical Report 978-1-62313-1517, Human Rights Watch, New York.

24.

Kalyvas

S. N.

Balcells

. 2010. “International System and Technologies of Rebellion: How the End of the Cold War Shaped Internal Conflict.” American Political Science Review 104 (3): 415–29.

25.

Kane

2014. “Interreligious Violence in the Central African Republic: An Analysis of the Causes and Implications.” African Security Review 23 (3): 312–17.

26.

Kaufman

2006. “Symbolic Politics or Rational Choice? Testing Theories of Extreme Ethnic Violence.” International Security 30 (4): 45–86.

27.

Krain

1997. “State-sponsored Mass Murder, State-sponsored Mass Murder: The Onset and Severity of Genocides and Politicides, The Onset and Severity of Genocides and Politicides.” Journal of Conflict Resolution 41 (3): 331–60.

28.

Lewis-Beck

M. S.

Rice

T. W.

. 1984. “Forecasting Presidential Elections: A Comparison of Naive Models.” Political Behavior 6 (1): 9–21.

29.

Lührmann

Tannenberg

Lindberg

S. I.

. 2018. “Regimes of the World (Row): Opening New Avenues for the Comparative Study of Political Regimes.” Politics and Governance 6 (1): 60–77.

30.

Marshall

M. G

. 2017. “Major Episodes of Political Violence (MEPV) and Conflict Regions, 1946-2016.” Center for Systemic Peace 17.

31.

Marshall

M. G.

Gurr

T. R.

Harff

. 2017. PITF—State Failure Problem Set: Internal Wars and Failures of Governance, 1955-2016. Vienna, VA: Societal-Systems Research

32.

O’Brien

S. P.

2002. “Anticipating the Good, the Bad, and the Ugly, Anticipating the Good, the Bad, and the Ugly: An Early Warning Approach to Conflict and Instability Analysis, An Early Warning Approach to Conflict and Instability Analysis.” Journal of Conflict Resolution 46 (6): 791–811.

33.

Olson

J. S.

1991. The Indians of Central and South America: An Ethnohistorical Dictionary. Westport, CT: Greenwood.

34.

Olson

J. S.

Pappas

L. B.

Charles

. 1994. An Ethnohistorical Dictionary of the Russian and Soviet Empires. Westport, CT: Greenwood.

35.

Organski

A. F. K.

Lust-Okar

. 1997. “The Tug of War over the Status of Jerusalem: Leaders, Strategies and Outcomes.” International Interactions 23 (3-4): 333–50.

36.

Poggo

S. S.

2009. The First Sudanese Civil War: Africans, Arabs, and Israelis in the Southern Sudan, 1955-1972. New York: Palgrave Macmillan.

37.

Rost

2013. “Will It Happen Again? On the Possibility of Forecasting the Risk of Genocide.” Journal of Genocide Research 15 (1): 41–67.

38.

Rummel

R. J.

1997. Statistics of Democide: Genocide and Mass Murder since 1900. Charlottesville: Center for National Security Law, School of Law, University of Virginia and Transaction, Rutgers University.

39.

Schrodt

P. A.

Gerner

D. J.

. 1997. “Empirical Indicators of Crisis Phase in the Middle East, 1979-1995, Empirical Indicators of Crisis Phase in the Middle East, 1979-1995.” Journal of Conflict Resolution 41 (4): 529–52.

40.

Schrodt

P. A.

Ulfelder

. 2016. “Political Instability Task Force Atrocities Event Data Collection Codebook.” 34.

41.

Semelin

2007. Purify and Destroy: The Political Uses of Massacre and Genocide. New York: Columbia University Press.

42.

Stewart

2013. “The Causes of Civil War and Genocide: A Comparison.” In Responding to Genocide. The Politics of International Action, edited by Adam

Ernesto

V. B.

, 47–84. Boulder, CO: Lynne Rienner.

43.

Straus

2001. “Contested Meanings and Conflicting Imperatives: A Conceptual Analysis of Genocide.” Journal of Genocide Research 3 (3): 349–75.

44.

Straus

2007. “Second-generation Comparative Research on Genocide.” World Politics 59 (3): 476–501.

45.

Thaler

K. M.

2012. “Ideology and Violence in Civil Wars: Theory and Evidence from Mozambique and Angola.” Civil Wars 14 (4): 546–67.

46.

Tikuisis

Carment

Samy

. 2013. “Prediction of Intrastate Conflict Using State Structural Factors and Events Data, Prediction of Intrastate Conflict Using State Structural Factors and Events Data.” Journal of Conflict Resolution 57 (3): 410–44.

47.

Ulfelder

2013. “A Multimodel Ensemble for Forecasting Onsets of State-sponsored Mass Killing.” SSRN Scholarly Paper ID 2303048, Social Science Research Network, Rochester, NY.

48.

Ulfelder

Valentino

. 2008. “Assessing Risks of State-sponsored Mass Killing.” SSRN Scholarly Paper ID 1703426, Social Science Research Network, Rochester, NY.

49.

United Nations. 2011. Report of the Secretary-General’s Panel of Experts on Accountability in Sri Lanka. New York: United Nations.

50.

United Nations. 2012. Report of the Secretary-General’s Internal Review Panel on United Nations Action in Sri Lanka. New York: United Nations.

51.

Verdeja

2012. “The Political Science of Genocide: Outlines of an Emerging Research Agenda.” Perspectives on Politics 10 (02): 307–21.

52.

Verdeja

2013. “Genocide: Debating Definitions.” In Responding to Genocide: The Politics of International Action, edited by Lupel

Adam

Verdeja

Ernesto

, 21–46. Boulder, CO: Lynne Rienner.

53.

Wayman

F. W.

Tago

. 2010. “Explaining the Onset of Mass Killing, 1949–87.” Journal of Peace Research 47 (1): 3–13.

54.

Weidmann

N. B.

Duffy Toft

. 2010. “Promises and Pitfalls in the Spatial Prediction of Ethnic Violence, Promises and Pitfalls in the Spatial Prediction of Ethnic Violence: A Comment, A Comment.” Conflict Management and Peace Science 27 (2): 159–76.

55.

Ziemke

2012. “Turn and Burn: Loss Dynamics Civilian Targeting in the Angolan War.” Journal of Economics and Politics 20 (1): 18–36.

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