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Testing for Reliability of the TARGET Threat Analysis Instrument (TTAI): An Interdisciplinary Instrument for the Analysis of School Shooting Threats

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Investigating Radicalization Trends

Abstract

This chapter describes the development and interrater reliability analysis for a standardised research tool to analyse the characteristics of school shooting threats systematically, based on state-of-the-art knowledge. The instrument was developed on the basis of the current but not empirically tested approaches evaluating the seriousness of school shooting threats. An interrater reliability study was conducted following two rating phases and instrument revisions with 13 independent raters evaluating school shooting threat case records (N = 15). Most items showed high reliability after final modifications (90%; N = 88). The TARGET Threat Analysis Instrument (TTAI) is a reliable tool for testing current approaches and developing elaborated criteria to distinguish between school shooting threats which are meant to be serious and threats which are situational in that specific moment of threatening.

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References

  • Ahlig, N., Leuschner, V., & Scheithauer, H. (2016). ‘Entwicklung eines Instruments zur Erfassung des Subjektiven Sicherheitsgefühls von Lehrkräften im Zusammenhang mit School Shootings und schwerer, zielgerichteter Schulgewalt’ (SG-L-SS). Konstruktion und Reliabilität einer delikt spezifischen Messung. Forensische Psychiatrie, Psychologie, Kriminologie, 1–14.

    Google Scholar 

  • Ahlig, N., Fiedler, N., Meloy, R., Hoffmann, J., Leuschner, V., & Scheithauer, H. (under review). Approaches to distinguish between serious and non-serious school shooting threats: a systematic review of empirical studies.

    Google Scholar 

  • Bondü, R., & Scheithauer, H. (2014). Leaking and death-threats by students: A study in German schools. School Psychology International, 35(6), 592–608. https://doi.org/10.1177/0143034314552346.

    Article  Google Scholar 

  • Borum, R. (2000). Assessing violence risk among youth. Journal of Clinical Psychology, 56, 1263–1288.

    Article  Google Scholar 

  • De Becker, G. (1999). Mut zur Angst. Hamburg: Krüger.

    Google Scholar 

  • Cornell, D. G. (2003). Guidelines for responding to student threats of violence. Journal of Educational Administration, 41(6), 705–719.

    Article  Google Scholar 

  • Cornell, D., & Allen, K. (2011). Development, evaluation, and future directions of the Virginia student threat assessment guidelines. Journal of School Violence, 10(1), 88–106.

    Article  Google Scholar 

  • Cornell, D. G., Sheras, P. L., Kaplan, S., McConville, D., Douglass, J., Elkon, A., & Cole, J. (2004). Guidelines for student threat assessment: Field-test findings. School Psychology Review, 33(4), 527–546.

    Google Scholar 

  • Cornell, D., & Sheras, P. (2006). Guidelines for responding to student threats of violence. Longmont, CO: Sopris West.

    Google Scholar 

  • Cornell, D., Sheras, P., Gregory, A., & Fan, X. (2009). A retrospective study of school safety conditions in high schools using the Virginia threat assessment guidelines versus alternative approaches. School Psychology Quarterly, 24(2), 119.

    Article  Google Scholar 

  • Göbel, K., Sommer, F., Taefi, A., Stetten, L., Ahlig, N., Allwinn, M., Leuschner, V., & Scheithauer, H. (2016). Entwicklung und Reliabilitätsprüfung eines interdisziplinären Codebooks zur wissenschaftlichen Analyse von Strafakten zu Mord- und Totschlag Delikten. Rechtspsychologie, 4, 429–447.

    Article  Google Scholar 

  • Gwet, K. L. (2010). Inter-rater reliability publications. Inter-rater reliability with R - R functions for calculating agreement coefficients. Advanced Analytics, LLC: Gaithersburg. Retrieved from http://agreestat.com/r_functions.html.

    Google Scholar 

  • Hoffmann, J., Roshdi, K., and Robertz, F. (2009). Zielgerichtete schwere Gewalt und Amok an Schulen: Eine empirische Studie zur Prävention schwerer Gewalttaten. [Severe targeted violence and school shootings: An empirical study to prevent homicidal 24 violence]. Kriminalistik, 4, 196–204.

    Google Scholar 

  • Kaplan, S. G., & Cornell, D. G. (2005). Threats of violence by students in special education. Behavioral Disorder, 31(1), 107–119.

    Article  Google Scholar 

  • Kurasaki, K. S. (2000). Intercoder reliability for validating conclusions drawn from open-ended interview data. Field Methods, 12(3), 179–194.

    Article  Google Scholar 

  • Landis, J. R., & Koch, G. G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33, 159–174.

    Article  Google Scholar 

  • Leuschner, V., Bondü, R., Schroer-Hippel, M., Panno, J., Neumetzler, K., Fisch, S., & Scheithauer, H. (2011). Prevention of homicidal violence in schools in Germany: The Berlin leaking project and the networks against school shootings project (NETWASS). New Directions for Youth Development, 2011(129), 61–78.

    Article  Google Scholar 

  • Leuschner, V., Bondü, R., Allroggen, M., and Scheithauer, H. (2016). Leaking: Häufigkeit und Korrelate von Ankündigungen und Androhungen tödlicher Gewalt nach Meldungen Berliner Schulen zwischen 1996 und 2007. [Leaking: Frequency and correlates of announcements and threats of homicidal violence reported by Berlin schools between 1996 and 2007]. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 44, 208–219.

    Article  Google Scholar 

  • Leuschner, V., Fiedler, N., Schultze, M., Ahlig, N., Göbel, K., Sommer, F., Scholl, J., Cornell, D., & Scheithauer, H. (2017). Prevention of targeted school violence by responding to students’ psychosocial crises: The NETWASS program. Child Development, 88(1), 68–82.

    Article  Google Scholar 

  • Madfis, E. (2016). In search of meaning: Are school rampage shootings random and senseless violence? The Journal of Psychology, 1–15.

    Google Scholar 

  • Meloy, R., Hoffmann, J., Guldimann, A., & James, D. (2012). The role of warning behaviors in threat assessment: An exploration and suggested typology. Behavioral Sciences & the Law, 30(3), 256–279.

    Article  Google Scholar 

  • Meloy, J. R., Hoffmann, J., Roshdi, K., & Guldimann, A. (2014). Some warning behaviors discriminate between school shooters and other students of concern. Journal of Threat Assessment and Management, 1(3), 203–211.

    Article  Google Scholar 

  • Meloy, J. R., & O’Toole, M. E. (2011). The concept of leakage in threat assessment. Behavioral Sciences & the Law, 29(4), 513–527.

    Article  Google Scholar 

  • Muschert, G.W. (2013). School shootings as mediatized violence. In School shootings (pp. 265–281). New York: Springer.

    Google Scholar 

  • Nekvasil, E. K., & Cornell, D. G. (2012). Student reports of peer threats of violence: Prevalence and outcomes. Journal of School Violence, 11(4), 357–375.

    Article  Google Scholar 

  • Newman, K., & Fox, C. (2009). Repeat tragedy: Rampage shootings in American high school and college settings, 2002-2008. American Behavioral Scientist, 52, 1286–1308.

    Article  Google Scholar 

  • Oksanen, A., Kaltiala-Heino, R., Holkeri, E., & Lindberg, N. (2015). School shooting threats as a national phenomenon: Comparison of police reports and psychiatric reports in Finland. Journal of Scandinavian Studies in Criminology and Crime Prevention, 16(2), 145–159.

    Article  Google Scholar 

  • O’Toole, M. E. (1999). The school shooter: A threat assessment perspective. Quantico, VA: National Center for the Analysis of Violent Crime, Federal Bureau of Investigation.

    Google Scholar 

  • Pollack, W. S., Modzeleski, W., & Rooney, G. (2008). Prior knowledge of potential school based violence: Information students learn may prevent a targeted attack. Washington, DC: U.S. Department of Education.

    Google Scholar 

  • Reddy, M., Borum, R., Berglund, J., Vossekuil, B., Fein, R., & Modzeleski, W. (2001). Evaluating risk for targeted violence in schools: Comparing risk assessment, threat assessment, and other approaches. Psychology in the Schools, 38(2), 157–172.

    Article  Google Scholar 

  • Ryan-Arredondo, K., Renouf, K., Egyed, C., Doxey, M., Dobbins, M., Sanchez, S., & Rakowitz, B. (2001). Threats of violence in schools: The Dallas independent School District’s response. Psychology in the Schools, 38(2), 185–196.

    Article  Google Scholar 

  • Scheithauer, H. & Bondü, R. (2011). Amoklauf und School Shooting. Bedeutung, Hintergründe und Prävention. Göttingen: Vandenhoeck & Ruprecht.

    Google Scholar 

  • Sommer, F., Fiedler, N., Leuschner, V., & Scheithauer, H. (2016). Strukturen zur Identifikation und Bewertung krisenhafter Entwicklungen im Kindes- und Jugendalter - Das NETWASS-Krisenprä-ventionsverfahren für Schulen. Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie, 44, 198–207.

    Article  Google Scholar 

  • Strong, K., & Cornell, D. (2008). Student threat assessment in Memphis City schools: A descriptive report. Behavioral Disorders, 34(1), 42–54.

    Article  Google Scholar 

  • TARGET Research Group. (2015). TARGET-Codebook zur Aktenanalyse. Berlin: Freie Universität Berlin.

    Google Scholar 

  • Twemlow, S. W., Fonagy, P., Sacco, F. C., O’Toole, M. E., Vernberg, E., & Jellinek, M. S. (2002). Premeditated mass shootings in schools: Threat assessment. Journal of the American Academy of Child & Adolescent Psychiatry, 41(4), 475–477.

    Article  Google Scholar 

  • Webster, C., Douglas, K., Eaves, D., & Hart, S. (1997). HCR-20 assessing risk for violence, version 2. Burnaby, BC: Mental Health, Law, and Policy Institute, Simon Fraser University.

    Google Scholar 

  • Vossekuil, B., Fein, R. A., Reddy, M., Borum, R., & Modzeleski, W. (2002). The final report and findings of the safe school initiative: Implications for the prevention of school attacks in the United States. Washington, DC: U.S. Secret Service and U.S. Department of Education.

    Google Scholar 

  • Wongpakaran, N., Wongpakaran, T., Wedding, D., & Gwet, K. L. (2013). A comparison of Cohen’s kappa and Gwet’s AC1 when calculating inter-rater reliability coefficients: A study conducted with personality disorder samples. BMC Medical Research Methodology, 13(1), 61.

    Article  Google Scholar 

  • Wright, J. A., & Dusek, J. B. (1998). Compiling school base rates for disruptive behaviors from student disciplinary referral data. School Psychology Review, 27, 138–147.

    Google Scholar 

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Acknowledgements

The present study is part of the interdisciplinary 3 year research project TARGET (2013–2016), funded by the Federal Ministry of Education and Research (BMBF) of Germany (funding code 13N12646).

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Correspondence to Nadine Ahlig .

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Ahlig, N., Göbel, K., Allwinn, M., Fiedler, N., Leuschner, V., Scheithauer, H. (2020). Testing for Reliability of the TARGET Threat Analysis Instrument (TTAI): An Interdisciplinary Instrument for the Analysis of School Shooting Threats. In: Akhgar, B., Wells, D., Blanco, J. (eds) Investigating Radicalization Trends. Security Informatics and Law Enforcement. Springer, Cham. https://doi.org/10.1007/978-3-030-25436-0_6

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  • DOI: https://doi.org/10.1007/978-3-030-25436-0_6

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