IDEAS home Printed from https://ideas.repec.org/a/wly/camsys/v17y2021i3ne1174.html
   My bibliography  Save this article

Cognitive and behavioral radicalization: A systematic review of the putative risk and protective factors

Author

Listed:
  • Michael Wolfowicz
  • Yael Litmanovitz
  • David Weisburd
  • Badi Hasisi

Abstract

Background Two of the most central questions in radicalization research are, (1) why do some individuals radicalize when most of those from the same groups or exposed to similar conditions do not? and (2) why do radicalized individuals turn to radical violence while the majority remain inert? It has been suggested that the answer to both questions lie in the cumulative and interactive effects of a range of risk factors. While risk assessment and counter‐radicalization take a risk‐protective factor approach, there is widespread debate as to what these factors are and which are most important. Objectives This review has two primary objectives. 1) To identify what the putative risk and protective factors for different radicalization outcomes are, without any predeterminations. 2) To synthesize the evidence and identify the relative magnitude of the effects of different factors. The review's secondary objectives are to: 1) Identify consistencies in the estimates of factors across different radicalization outcomes. 2) Identify whether any significant heterogeneity exists within factors between (a) geographic regions, and (b) strains of radicalizing ideologies. Search Methods Over 20 databases were searched for both published and gray literature. In order to provide a more comprehensive review, supplementary searches were conducted in two German and one Dutch database. Reference harvesting was conducted from previous reviews and contact was made with leading researchers to identify and acquire missing or unpublished studies. Selection Criteria The review included observational studies assessing the outcomes of radical attitudes, intentions, and/or radical behaviors in OECD countries and which provided sufficient data to calculate effect sizes for individual‐level risk and protective factors. Data Collection and Analysis One‐hundred and twenty‐seven studies, containing 206 samples met the inclusion criteria and provided 1302 effect sizes pertaining to over 100 different factors. Random effects meta‐analyses were carried out for each factor, and meta‐regression and moderator analysis were used to explore differences across studies. Results Studies were primarily cross‐sectional, with samples representing 20 countries OECD countries. Most studies examined no specific radicalizing ideology, while others focussed on specific ideologies (e.g., Islamist, right‐wing, and left‐wing ideologies). The studies generally demonstrated low risk of bias and utilized validated or widely acceptable measures for both indicators and outcomes. With some exceptions, sociodemographic factors tend to have the smallest estimates, with larger estimates for experiential and attitudinal factors, followed by traditional criminogenic and psychological factors. Authors' Conclusions While sociodemographic factors are the most commonly examined factors (selective availability), they also tend to have the smallest estimates. So too, attitudinal and even experiential factors, do not have effect sizes of the magnitude that could lead to significant reductions in risk through targeting by interventions. Conversely, traditional criminogenic factors, as well as psychological factors tend to display the largest estimates. These findings suggest the need to broaden the scope of factors considered in both risk assessment and intervention, and this review provides much needed evidence for guiding the selection of factors.

Suggested Citation

  • Michael Wolfowicz & Yael Litmanovitz & David Weisburd & Badi Hasisi, 2021. "Cognitive and behavioral radicalization: A systematic review of the putative risk and protective factors," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.
  • Handle: RePEc:wly:camsys:v:17:y:2021:i:3:n:e1174
    DOI: 10.1002/cl2.1174
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/cl2.1174
    Download Restriction: no

    File URL: https://libkey.io/10.1002/cl2.1174?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. M. Joseph Sirgy & Mohsen Joshanloo & Richard J. Estes, 2019. "The Global Challenge of Jihadist Terrorism: A Quality-of-Life Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 191-215, January.
    2. Walters, Glenn D., 2015. "Early childhood temperament, maternal monitoring, reactive criminal thinking, and the origin(s) of low self-control," Journal of Criminal Justice, Elsevier, vol. 43(5), pages 369-376.
    3. Kiendrebeogo,Youssouf & Ianchovichina,Elena & Kiendrebeogo,Youssouf & Ianchovichina,Elena, 2016. "Who supports violent extremism in developing countries ? analysis of attitudes based on value surveys," Policy Research Working Paper Series 7691, The World Bank.
    4. Kamaldeep Bhui & Nasir Warfa & Edgar Jones, 2014. "Is Violent Radicalisation Associated with Poverty, Migration, Poor Self-Reported Health and Common Mental Disorders?," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-10, March.
    5. Rice, Stephen K., 2009. "Emotions and terrorism research: A case for a social-psychological agenda," Journal of Criminal Justice, Elsevier, vol. 37(3), pages 248-255, May.
    6. Seung-Whan Choi & James A. Piazza, 2016. "Ethnic groups, political exclusion and domestic terrorism," Defence and Peace Economics, Taylor & Francis Journals, vol. 27(1), pages 37-63, February.
    7. Amelia Johns & Michele Grossman & Kevin McDonald, 2014. "“More Than a Game”: The Impact of Sport-Based Youth Mentoring Schemes on Developing Resilience toward Violent Extremism," Social Inclusion, Cogitatio Press, vol. 2(2), pages 57-70.
    8. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    9. Eran Zaidise & Daphna Canetti-Nisim & Ami Pedahzur, 2007. "Politics of God or Politics of Man? The Role of Religion and Deprivation in Predicting Support for Political Violence in Israel," Political Studies, Political Studies Association, vol. 55, pages 499-521, October.
    10. Weinberg, Leonard & Eubank, William Lee, 1988. "Neo-Fascist and Far Left Terrorists in Italy: Some Biographical Observations," British Journal of Political Science, Cambridge University Press, vol. 18(4), pages 531-549, October.
    11. Krueger, Alan B., 2008. "What makes a homegrown terrorist? Human capital and participation in domestic Islamic terrorist groups in the U.S.A," Economics Letters, Elsevier, vol. 101(3), pages 293-296, December.
    12. Sue Duval & Richard Tweedie, 2000. "Trim and Fill: A Simple Funnel-Plot–Based Method of Testing and Adjusting for Publication Bias in Meta-Analysis," Biometrics, The International Biometric Society, vol. 56(2), pages 455-463, June.
    13. Alan B. Krueger, 2008. "What Makes a Homegrown Terrorist? Human Capital and Participation in Domestic Islamic Terrorist Groups in the U.S.A," Working Papers 1094, Princeton University, Department of Economics, Industrial Relations Section..
    14. Farrington, David P. & Ttofi, Maria M. & Piquero, Alex R., 2016. "Risk, promotive, and protective factors in youth offending: Results from the Cambridge study in delinquent development," Journal of Criminal Justice, Elsevier, vol. 45(C), pages 63-70.
    15. Alan B. Krueger & Jitka Maleckova, 2002. "Education, Poverty, Political Violence and Terrorism: Is There a Causal Connection?," NBER Working Papers 9074, National Bureau of Economic Research, Inc.
    16. repec:pri:rpdevs:krueger_maleckova_education_poverty_political.pdf is not listed on IDEAS
    17. Berrebi Claude, 2007. "Evidence about the Link Between Education, Poverty and Terrorism among Palestinians," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 13(1), pages 1-38, December.
    18. Angela Higginson & Joseph Murray & Kathryn Benier & Yulia Shenderovich & Laura Bedford & Lorraine Mazerolle, 2014. "PROTOCOL: Predictors of youth gang membership in low‐ and middle‐income countries: A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 10(1), pages 1-67.
    19. James A. Piazza, 2013. "Symposium - The Cost of Living and Terror: Does Consumer Price Volatility Fuel Terrorism?," Southern Economic Journal, John Wiley & Sons, vol. 79(4), pages 812-831, April.
    20. Brockhoff Sarah & Krieger Tim & Meierrieks Daniel, 2016. "Heterogeneous Terrorism: Determinants of Left-Wing and Nationalist-Separatist Terrorism in Western Europe," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 22(4), pages 393-401, December.
    21. Moamen Gouda & Marcus Marktanner, 2017. "Muslim Youth Unemployment and Expat Jihadism- Bored to Death?," Working Papers 1113, Economic Research Forum, revised 06 2003.
    22. Kamaldeep Bhui & Brian Everitt & Edgar Jones, 2014. "Might Depression, Psychosocial Adversity, and Limited Social Assets Explain Vulnerability to and Resistance against Violent Radicalisation?," PLOS ONE, Public Library of Science, vol. 9(9), pages 1-10, September.
    23. repec:pri:rpdevs:krueger_maleckova_education_poverty_political is not listed on IDEAS
    24. Yener Altunbas & John Thornton, 2011. "Are Homegrown Islamic Terrorists Different? Some UK Evidence," Southern Economic Journal, John Wiley & Sons, vol. 78(2), pages 262-272, October.
    25. Eran Zaidise & Daphna Canetti‐Nisim & Ami Pedahzur, 2007. "Politics of God or Politics of Man? The Role of Religion and Deprivation in Predicting Support for Political Violence in Israel," Political Studies, Political Studies Association, vol. 55(3), pages 499-521, October.
    26. Yael Litmanovitz & Paul Montgomery, 2016. "PROTOCOL: Police Training Interventions to improve the democratic policing of protests," Campbell Systematic Reviews, John Wiley & Sons, vol. 12(1), pages 1-39.
    27. Jytte Klausen & Tyler Morrill & Rosanne Libretti, 2016. "The Terrorist Age-Crime Curve: An Analysis of American Islamist Terrorist Offenders and Age-Specific Propensity for Participation in Violent and Nonviolent Incidents," Social Science Quarterly, Southwestern Social Science Association, vol. 97(1), pages 19-32, March.
    28. Ariel M. Aloe & Emily E. Tanner‐Smith & Betsy J. Becker & David B. Wilson, 2016. "Synthesizing bivariate and partial effect sizes," Campbell Systematic Reviews, John Wiley & Sons, vol. 12(1), pages 1-9.
    29. Edwin Bakker & Roel de Bont, 2016. "Belgian and Dutch Jihadist Foreign Fighters (2012–2015): Characteristics, Motivations, and Roles in the War in Syria and Iraq," Small Wars and Insurgencies, Taylor & Francis Journals, vol. 27(5), pages 837-857, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Francesco Calderoni & Tommaso Comunale & Gian Maria Campedelli & Martina Marchesi & Deborah Manzi & Niccolò Frualdo, 2022. "Organized crime groups: A systematic review of individual‐level risk factors related to recruitment," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(1), March.
    2. James Lewis & Sarah Marsden & Adrian Cherney & Martine Zeuthen & Jocelyn J. Bélanger & Anastasiia Zubareva & Jürgen Brandsch & Mauro Lubrano, 2023. "PROTOCOL: Case management interventions seeking to counter radicalisation to violence: A systematic review of tools and approaches," Campbell Systematic Reviews, John Wiley & Sons, vol. 19(1), March.
    3. Izabela Zych & Elena Nasaescu, 2022. "Is radicalization a family issue? A systematic review of family‐related risk and protective factors, consequences, and interventions against radicalization," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(3), September.
    4. Michael Wolfowicz & Badi Hasisi & David Weisburd, 2022. "What are the effects of different elements of media on radicalization outcomes? A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(2), June.
    5. Vivian A. Welch, 2021. "Campbell Collaboration: Reflection on growth and cultivation from 2017 to 2021," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(4), December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Michael Wolfowicz & Yael Litmanovitz & David Weisburd & Badi Hasisi, 2020. "PROTOCOL: Cognitive and behavioral radicalization: A systematic review of the putative risk and protective factors," Campbell Systematic Reviews, John Wiley & Sons, vol. 16(3), September.
    2. Michael Wolfowicz & Badi Hasisi & David Weisburd, 2022. "What are the effects of different elements of media on radicalization outcomes? A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(2), June.
    3. Sarah Brockhoff & Tim Krieger & Daniel Meierrieks, 2010. "Ties That Do Not Bind (Directly): The Education-Terrorism Nexus Revisited," Working Papers CIE 26, Paderborn University, CIE Center for International Economics.
    4. Nicola Limodio, 2022. "Terrorism Financing, Recruitment, and Attacks," Econometrica, Econometric Society, vol. 90(4), pages 1711-1742, July.
    5. Blum, Matthias & de Bromhead, Alan, 2019. "Rise and fall in the Third Reich: Social advancement and Nazi membership," European Economic Review, Elsevier, vol. 120(C).
    6. Friedrich Schneider & Tilman Brück & Daniel Meierrieks, 2010. "The Economics of Terrorism and Counter-Terrorism: A Survey (Part II)," Discussion Papers of DIW Berlin 1050, DIW Berlin, German Institute for Economic Research.
    7. Yener Altunbas & John Thornton, 2009. "Human Capital And The Supply Of Home-Grown Islamic Terrorists In The Uk," Working Papers 09001, Bangor Business School, Prifysgol Bangor University (Cymru / Wales).
    8. Michael Wolfowicz & Badi Hasisi & David Weisburd, 2021. "PROTOCOL: What are the effects of different elements of media on radicalization outcomes? A systematic review," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(1), March.
    9. Krieger, Tim & Brockhoff, Sarah & Meierrieks, Daniel, 2012. "Great Expectations and Hard Times The (Nontrivial) Impact of Education on Domestic Terrorism," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62083, Verein für Socialpolitik / German Economic Association.
    10. Miaari, Sami & Zussman, Asaf & Zussman, Noam, 2014. "Employment restrictions and political violence in the Israeli–Palestinian conflict," Journal of Economic Behavior & Organization, Elsevier, vol. 101(C), pages 24-44.
    11. Shuo She & Qiao Wang & Dana Weimann-Saks, 2020. "Correlation factors influencing terrorist attacks: political, social or economic? A study of terrorist events in 49 “Belt and Road” countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(1), pages 125-146, February.
    12. Caruso, Raul & Schneider, Friedrich, 2011. "The socio-economic determinants of terrorism and political violence in Western Europe (1994–2007)," European Journal of Political Economy, Elsevier, vol. 27(S1), pages 37-49.
    13. Klor, Esteban & Berrebi, Claude & Benmelech, Efraim, 2010. "Economic Conditions and the Quality of Suicide Terrorism," CEPR Discussion Papers 7995, C.E.P.R. Discussion Papers.
    14. Limodio, Nicola, 2019. "Terrorism Financing, Recruitment and Attacks: Evidence from a Natural Experiment," Working Papers 287, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    15. Caruso Raul & Gavrilova Evelina, 2012. "Youth Unemployment, Terrorism and Political Violence, Evidence from the Israeli/Palestinian Conflict," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 18(2), pages 1-37, August.
    16. Izabela Zych & Elena Nasaescu, 2022. "Is radicalization a family issue? A systematic review of family‐related risk and protective factors, consequences, and interventions against radicalization," Campbell Systematic Reviews, John Wiley & Sons, vol. 18(3), September.
    17. Ismail, Aisha & Amjad, Shehla, 2014. "Determinants of terrorism in Pakistan: An empirical investigation," Economic Modelling, Elsevier, vol. 37(C), pages 320-331.
    18. Kis-Katos, Krisztina & Liebert, Helge & Schulze, Günther G., 2014. "On the heterogeneity of terror," European Economic Review, Elsevier, vol. 68(C), pages 116-136.
    19. Yener Altunbas & John Thornton, 2011. "Are Homegrown Islamic Terrorists Different? Some UK Evidence," Southern Economic Journal, John Wiley & Sons, vol. 78(2), pages 262-272, October.
    20. Shahbaz, Muhammad, 2013. "Linkages between inflation, economic growth and terrorism in Pakistan," Economic Modelling, Elsevier, vol. 32(C), pages 496-506.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:camsys:v:17:y:2021:i:3:n:e1174. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1891-1803 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.