IDEAS home Printed from https://ideas.repec.org/a/eee/jcjust/v94y2024ics0047235224001107.html
   My bibliography  Save this article

Homicidality risk prediction based on ecological systems theory in an early adolescent cohort using machine learning

Author

Listed:
  • Li, Min
  • Tang, Ting
  • He, Yuheng
  • Tong, Yingying
  • Yuan, Mengyuan
  • Li, Yonghan
  • Zhang, Xueying
  • Wang, Gengfu
  • Su, Puyu

Abstract

Identifying high-risk adolescents prone to homicidality, linked to serious criminal activities and homicide, offers vital avenues for homicide prevention.

Suggested Citation

  • Li, Min & Tang, Ting & He, Yuheng & Tong, Yingying & Yuan, Mengyuan & Li, Yonghan & Zhang, Xueying & Wang, Gengfu & Su, Puyu, 2024. "Homicidality risk prediction based on ecological systems theory in an early adolescent cohort using machine learning," Journal of Criminal Justice, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:jcjust:v:94:y:2024:i:c:s0047235224001107
    DOI: 10.1016/j.jcrimjus.2024.102261
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0047235224001107
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jcrimjus.2024.102261?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Rachel Sun & Daniel Shek, 2010. "Life Satisfaction, Positive Youth Development, and Problem Behaviour Among Chinese Adolescents in Hong Kong," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 95(3), pages 455-474, February.
    2. Michael T. Baglivio & Kevin T. Wolff, 2017. "Prospective Prediction of Juvenile Homicide/Attempted Homicide among Early-Onset Juvenile Offenders," IJERPH, MDPI, vol. 14(2), pages 1-13, February.
    3. Richard F. Catalano & M. Lisa Berglund & Jean A. M. Ryan & Heather S. Lonczak & J. David Hawkins, 2004. "Positive Youth Development in the United States: Research Findings on Evaluations of Positive Youth Development Programs," The ANNALS of the American Academy of Political and Social Science, , vol. 591(1), pages 98-124, January.
    Full references (including those not matched with items on IDEAS)

    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. Xinli Chi & Xiaofeng Liu & Qiaomin Huang & Xiumin Cui & Li Lin, 2020. "The Relationship between Positive Youth Development and Depressive Symptoms among Chinese Early Adolescents: A Three-Year Cross-Lagged Analysis," IJERPH, MDPI, vol. 17(17), pages 1-17, September.
    2. Wenyu Chai & Xiang Li & Daniel T. L. Shek, 2022. "The Effectiveness of a Leadership Subject Using a Hybrid Teaching Mode during the Pandemic: Objective Outcome and Subjective Outcome Evaluation," IJERPH, MDPI, vol. 19(16), pages 1-17, August.
    3. Daniel Shek & Xiang Li, 2016. "Perceived School Performance, Life Satisfaction, and Hopelessness: A 4-Year Longitudinal Study of Adolescents in Hong Kong," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(2), pages 921-934, March.
    4. Daniel Shek & Li Lin, 2014. "Personal Well-Being and Family Quality of Life of Early Adolescents in Hong Kong: Do Economic Disadvantage and Time Matter?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(3), pages 795-809, July.
    5. Jennifer Hanratty & Sarah Miller & Leonor Rodriguez & Paul Connolly & Jennifer Roberts & Seaneen Sloan & Aoibheann Brennan‐Wilson & Daragh Bradshaw & Christopher Coughlan & Nicole Gleghorne & Laura Du, 2023. "UPDATED PROTOCOL: Universal school‐based programmes for improving social and emotional outcomes in children aged 3–11 years: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 19(3), September.
    6. Rachel Sun & Daniel Shek, 2012. "Positive Youth Development, Life Satisfaction and Problem Behaviour Among Chinese Adolescents in Hong Kong: A Replication," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 105(3), pages 541-559, February.
    7. Yanling Geng & Longtao He, 2022. "Gender Differences in Children’s Psychological Well-Being in Mainland China: Risk and Protective Factors," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(5), pages 2743-2763, October.
    8. Dou, Kai & Lin, Xiao-Qi & Wang, Yu-Jie, 2020. "Negative parenting and risk-taking behaviors in Chinese adolescents: Testing a sequential mediation model in a three-wave longitudinal study," Children and Youth Services Review, Elsevier, vol. 119(C).
    9. Xiaoqin Zhu & Daniel T. L. Shek, 2020. "The Influence of Adolescent Problem Behaviors on Life Satisfaction: Parent–Child Subsystem Qualities as Mediators," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 13(5), pages 1767-1789, October.
    10. Rui Zhang & Lin-Xin Wang & Jesus Alfonso D. Datu & Yue Liang & Kai Dou & Yan-Gang Nie & Jian-Bin Li, 2023. "High Qualities of Relationships with Parents and Teachers Contribute to the Development of Adolescent Life Satisfaction Through Resilience: A Three-Wave Prospective Longitudinal Study," Journal of Happiness Studies, Springer, vol. 24(4), pages 1339-1365, April.
    11. Lu Yu & Mingyue Gu & Ko Ling Chan, 2023. "Hong Kong Adolescents’ Participation in Political Activities: Correlates of Violent Political Participation," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(3), pages 1365-1405, June.
    12. Deniz Yucel & Anastasia S. Vogt Yuan, 2016. "Parents, Siblings, or Friends? Exploring Life Satisfaction among Early Adolescents," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 11(4), pages 1399-1423, December.
    13. Li Lin & Song Wang & Jingguang Li, 2021. "Association Between The Search For Meaning In Life And Well-Being In Chinese Adolescents," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(6), pages 2291-2309, December.
    14. Inga Truskauskaite-Kuneviciene, 2015. "The Role of Life Satisfaction and Volunteering Frequency in Predicting Youth Contribution to Self, Family and Community," International Journal of Psychological Studies, Canadian Center of Science and Education, vol. 7(1), pages 1-51, March.
    15. Kisiel, Cassandra & Guarnaccia, Uma & Pinkerton, Linzy & Garibaldi, Patricia & Agosti, Jen, 2024. "Empowering transition age youth through trauma-informed, strengths-based, youth-centered, and anti-racist practices: Implementation of a virtual breakthrough series collaborative," Children and Youth Services Review, Elsevier, vol. 163(C).
    16. Ruhr, Lindsay R. & Jordan Fowler, Lindsey, 2022. "Empowerment-focused positive youth development programming for underprivileged youth in the Southern U.S.: A qualitative evaluation," Children and Youth Services Review, Elsevier, vol. 143(C).
    17. Gabriella D. Roude & Kimberly Wu & Lisa Richardson & Amber Tucker & Lolita Moss & Michelle Kondo & Christopher N. Morrison & Charles C. Branas & Jeanette Gustat & Katherine P. Theall, 2024. "The Impact of Vacant and Abandoned Property on Health and Well-Being: A Qualitative Inquiry," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 19(4), pages 2125-2145, August.
    18. Haiyang Lu & Peng Nie & Long Qian, 2021. "Do Quarantine Experiences and Attitudes Towards COVID-19 Affect the Distribution of Mental Health in China? A Quantile Regression Analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 16(5), pages 1925-1942, October.
    19. Haggerty, Kevin P. & Barkan, Susan E. & Caouette, Justin D. & Skinner, Martie L. & Hanson, Koren G., 2023. "Family, mental health, and placement outcomes of a low-cost preventive intervention for youth in foster care," Children and Youth Services Review, Elsevier, vol. 150(C).
    20. Jiali Zhang & Baorui Chang & Jiandong Fang, 2025. "Awe Influences Prosocial Behavior and Subjective Well-Being Through the Quiet Ego," Journal of Happiness Studies, Springer, vol. 26(1), pages 1-22, January.

    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:eee:jcjust:v:94:y:2024:i:c:s0047235224001107. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jcrimjus .

    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.