A Predictive Model of Suicidal Behavior in Military Personnel with Borderline Mental Disorders
- Authors: Seregin D.A.1, Shamrey V.K.1, Kolchev A.I.1, Dnov K.V.1
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Affiliations:
- Kirov Military Medical Academy
- Issue: No 95 (2025)
- Pages: 55-65
- Section: Legal psychology and psychology of personal security
- URL: https://bakhtiniada.ru/0132-182X/article/view/353182
- DOI: https://doi.org/10.25016/2782-652X-2025-0-95-55-65
- ID: 353182
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Full Text
Abstract
Relevance. According to the literature, recent years have witnessed an increase in suicide rates among enlisted and non-commissioned contract military personnel, while the proportion of suicides among conscripts has decreased. In most cases, servicemen exhibiting suicidal behavior are diagnosed with borderline mental disorders, underscoring the importance of developing approaches to predict suicidal behavior within this population.
The aim of the study: to develop a model for predicting suicidal behavior in military personnel with borderline mental disorders.
Research objectives: 1. To analyze the structure of borderline mental disorders in various categories of military personnel with suicidal behavior. 2. To study the main factors of suicide risk in privates and sergeants with borderline mental disorders. 3. To analyze the predominant motives and methods of suicidal behavior among privates and sergeants serving under contract. 4. To develop discriminant models for predicting suicidal behavior in privates and sergeants with borderline mental disorders and to propose preventive algorithms for predicting suicidal behavior.
Results. The most common motives for suicidal behavior among military personnel with borderline mental disorders serving in military service are difficulties in adapting to military service and irregular forms of relationships, while military personnel serving under contract have service conflicts, violations in the system of personality-collective relationships, intra-family problems. The developed model for predicting suicide risk in various categories of military personnel makes it possible to increase the effectiveness of early identification of persons with suicidal behavior and psychoprophylactic work in the military, including determining the possibility of further military service under contract. The developed formulas of linear classification functions and an algorithm for determining the prognosis of suicidal behavior of the examined military personnel showed that the factors of suicide risk are a combination of social: level of education, media influence; biological: strength index, Quetelet mass-growth index; standard deviation R–R of heart rate variability intervals and psychological characteristics: history of suicide attempts, addictive behavior, unfavorable psychological and psychiatric history, the level of social introversion. This made it possible to propose a preventive algorithm for predicting suicidal behavior in military personnel with borderline mental disorders and to clarify patient management tactics.
About the authors
D. A. Seregin
Kirov Military Medical Academy
Email: vmeda-na@mil.ru
psychiatrist
6, Academika Lebedeva Str., St. Petersburg, 194044V. K. Shamrey
Kirov Military Medical Academy
Email: vmeda-na@mil.ru
Dr. Med. Sci. Prof., Chief psychiatrist of the Russian ministry of defense, Head of the department psychiatry
6, Academika Lebedeva Str., St. Petersburg, 194044A. I. Kolchev
Kirov Military Medical Academy
Author for correspondence.
Email: vmeda-na@mil.ru
PhD Med. Sci. Prof., prof of the department of military field therapy
6, Academika Lebedeva Str., St. Petersburg, 194044K. V. Dnov
Kirov Military Medical Academy
Email: vmeda-na@mil.ru
PhD Med. Sci. Associate Prof., lecturer of the department of military field therapy 6, Academika Lebedeva Str., St. Petersburg, 194044
References
- Evdokimov V. I., Sivashchenko P. P., Chernov D. A. [et al.]. Sravnenie pokazatelei psikhicheskikh rasstroistv ofitserov Vooruzhennykh sil Rossii i Respubliki Belarus’ (2003–2020 gg.) [Comparison of indicators of mental disorders of officers of the Armed Forces of Russia and the Republic of Belarus (2003–2020)]. Vestnik psikhoterapii [Bulletin of Psychotherapy]. 2022; (84): 75–99. (In Russ.).
- Zotov P. B., Lyubov E. B., Rozanov V. A. Suitsidologiya v podgotovke meditsinskogo professionala [Suicidology in the training of a medical professional]. Tyumen’, 2021. Pp. 452–466. (In Russ.).
- Gudkova A. V., Il’ina N. L. Vliyanie aromaterapii na psikhoemotsional’noe sostoyanie cheloveka [The influence of aromatherapy on a person’s psychoemotional state]. Vestnik nauki [Bulletin of Science]. 2023; (12): 1202–1205. (In Russ.).
- Marchenko A. A., Goncharenko A. Yu., Krasnov A. A., Lobachev A. V. Osobennosti diagnostiki nevroticheskikh rasstroistv u voennosluzhashchikh [Features of the diagnosis of neurotic disorders in military personnel]. Vestnik Rossiiskoi voenno-meditsinskoi akademii [Bulletin of the Russian Military Medical Academy]. 2015; 1(49): 48–53. (In Russ.).
- Mezhdunarodnaya klassifikatsiya boleznei 10-go peresmotra (MKB-10) [International Classification of Diseases 10th Revision (ICD-10)]. URL: https://mkb-10.com (accessed: 08.04.2019; archived: 06.09.2019). (In Russ.).
- Ovchinnikov B. V., Tyuryapina I. V. Problema diagnostiki aktsentuatsii lichnosti: oprosnik aktsentuirovannykh radikalov [The problem of diagnosing personality accentuation: a questionnaire of accentuated radicals]. Vestnik Yuzhno-Ural’skogo gosudarstvennogo universiteta. Seriya «Psikhologiya» [Bulletin of the South Ural State University. Series “Psychology”]. 2016; 9(1): 27–31. doi: 10.14529/psy160103. (In Russ.).
- Pol’skaya N. A. Akty samopovrezhdeniya u patsientov s pogranichnymi psikhicheskimi rasstroistvami [Acts of self-harm in patients with borderline mental disorders]. Eksperimental’naya psikhologiya [Experimental Psychology]. 2015; 8(3): 129–144. (In Russ.).
- Razvodovskii Yu. E., Kandrychyn S. V. Alkogol’ kak faktor gendernogo gradienta urovnya samoubiistv v Belarusi [Alcohol as a factor in the gender gradient of suicide rate in Belarus]. Deviantologiya [Deviantology]. 2018; 2(2): 25–30. (In Russ.).
- Rozanov V. A. Agressiya i autoagressiya (suitsid) – analiz s pozitsii neirobiologii [Aggression and autoaggression (suicide): Analysis from the standpoint of neurobiology]. Suitsidologiya [Suicidology]. 2022; 13(3): 3–38. doi: 10.32878/suiciderus.22-13-03(48)-3-38. (In Russ.).
- Rozanov V. A., Grigor’ev P. E., Zakharov S. E., Krivda G. F. Analiz sezonnosti zavershennykh suitsidov s uchetom takikh faktorov vneshnei sredy, kak temperatura i dlina svetovogo dnya [Analysis of the seasonality of completed suicides, considering environmental factors such as temperature and daylight length]. Suitsidologiya [Suicidology]. 2018; 9(3): 71–79. (In Russ.).
- Rozanov V. A., Kibitov A. O., Gainetdinov R. R. [et al.]. Sovremennoe sostoyanie molekulyarno-geneticheskikh issledovanii v suitsidologii i novye vozmozhnosti otsenki riska suitsida [The current state of molecular genetic research in suicidology and new opportunities for suicide risk assessment]. Suitsidologiya [Suicidology]. 2019; 10(1): 3–20. (In Russ.).
- Rozanov V. A., Neznanov N. G., Kovalev A. V. [et al.]. Preventsiya suitsidov v kontekste profilakticheskoi meditsiny [Suicide prevention in the context of preventive medicine]. Profilakticheskaya meditsina [Preventive Medicine]. 2022; 25(5): 101–109. doi: 10.17116/profmed202225051101. (In Russ.).
- Rozanov V. A., Semenova N. V., Samerkhanova K. M., Vuks D. O. Programmy preventsii samoubiistv (sistematicheskii obzor russkoyazychnykh istochnikov) [Suicide prevention programs: A systematic review of Russian-language sources]. Suitsidologiya [Suicidology]. 2023; 14(1): 38–64. doi: 10.32878/suiciderus.23-14-01(50)-38-64. (In Russ.).
- Torkunov P. A., Polozhii B. S., Rybakina A. V. [et al.]. Analiz suitsidal’noi aktivnosti zhitelei Pskovskoi oblasti i faktorov, vliyayushchikh na ee dinamiku [Analysis of suicidal activity in the Pskov region and factors influencing its dynamics]. Deviantologiya [Deviantology]. 2020; 4(1): 33–44. (In Russ.).
- Khritinin D. F., Esin A. V., Sumarokova M. A., Shchukina E. P. Osnovnye modeli suitsidal’nogo povedeniya [Main patterns of suicidal behavior]. Sibirskii vestnik psikhiatrii i narkologii [Siberian Herald of Psychiatry and Narcology]. 2017; 3(96): 71–77. (In Russ.).
- Shamrei V. K., Dnov K. V. Problemnye voprosy profilaktiki suitsidal’nogo povedeniya v Vooruzhennykh silakh Rossiiskoi Federatsii [Problematic issues of prevention of suicidal behavior in the Armed Forces of the Russian Federation]. Vestnik Rossiiskoi voenno-meditsinskoi akademii [Bulletin of the Russian Military Medical Academy]. 2019; 2(66): 74–77. (In Russ.).
- Shamrei V. K., Dnov K. V., Evdokimov V. I. Aktual’nye problemy profilaktiki samoubiistv v Vooruzhennykh silakh Rossiiskoi Federatsii [Current problems of suicide prevention in the Armed Forces of the Russian Federation]. Mediko-biologicheskie i sotsial’no-psikhologicheskie problemy bezopasnosti v chrezvychainykh situatsiyakh [Biomedical and Socio-Psychological Safety Issues in Emergency Situations]. 2019; (4): 50–58. (In Russ.).
- Shamrei V. K., Dnov K. V., Kurasov E. S. [et al.]. Psikhicheskoe zdorov’e voennosluzhashchikh, sovershivshikh suitsidal’nye popytki [Mental health of military personnel who attempted suicide]. Vestnik Rossiiskoi voenno-meditsinskoi akademii [Bulletin of the Russian Military Medical Academy]. 2010; 2(30): 56–59. (In Russ.).
- Shamrei V. K., Marchenko A. A., Abritalin E. Yu. [et al.]. Psikhiatriya [Psychiatry]. Saint Petersburg, 2023. 445 p. (In Russ.).
- Shamrei V. K., Marchenko A. A., Yusupov V. V. [et al.]. Osobennosti okazaniya psikhologo-psikhiatricheskoi pomoshchi voennosluzhashchim v usloviyakh sovremennykh vooruzhennykh konfliktov [Features of providing psychological and psychiatric care to military personnel in the context of modern armed conflicts]. Mediko-biologicheskie i sotsial’no-psikhologicheskie problemy bezopasnosti v chrezvychainykh situatsiyakh [Biomedical and Socio-Psychological Safety Issues in Emergency Situations]. 2022; (2): 60–71. doi: 10.25016/2541-7487-2022-0-2-60-71. (In Russ.).
- Naifeh J. A., Mash H. B. H., Stein M. B. [et al.]. The army study to assess risk and resilience in servicemembers (Army STARRS): Progress toward understanding suicide among soldiers. Molecular Psychiatry. 2019; 24(1): 34–48. doi: 10.1038/s41380-018-0197-z.
- Calati R., Cohen L. J., Schuck A. [et al.]. The modular assessment of risk for imminent suicide (MARIS): A validation study of a novel tool for suicide risk assessment. Journal of Affective Disorders. 2020; 263: 121–128.
- Naifeh J. A., Ursano R. J., Dempsey C. L. [et al.]. Transition to suicide attempt from recent suicide ideation in U.S. Army soldiers: Results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). Depression and Anxiety. 2019; 36(5): 412–422. doi: 10.1002/da.22870.
- Ursano R. J., Kessler R. C., Naifeh J. A. [et al.]. Risk factors associated with attempted suicide among US Army soldiers without a history of mental health diagnosis. JAMA Psychiatry. 2018; 75: 1022–1032. doi: 10.1001/jamapsychiatry.2018.2069.
- Wang X., Cheng S., Xu H. Systematic review and meta-analysis of the relationship between sleep disorders and suicidal behaviour in patients with depression. BMC Psychiatry. 2019; 19(1): 1–13. doi: 10.1186/s12888-019-2302-5.
- Chung D. T., Ryan C. J., Hadzi-Pavlovic D. [et al.]. Suicide rates after discharge from psychiatric facilities: A systematic review and meta-analysis. JAMA Psychiatry. 2017; 74(7): 694–702. doi: 10.1001/jamapsychiatry.2017.1044.
- Dempsey C. L., Ao J., Georg M. W. [et al.]. Suicide without warning: Results from the Army Study to Assess Risk and Resilience in Servicemembers (STARRS). Journal of Mood and Anxiety Disorders. 2024; 7: 100064. doi: 10.1016/j.xjmad.2024.100064.
- Duncan J. M., Reed-Fitzke K., Ferraro A. J. [et al.]. Identifying risk and resilience factors associated with the likelihood of seeking mental health care among U.S. Army soldiers-in-training. Military Medicine. 2020; 185(7–8): 1247–1254. doi: 10.1093/milmed/usz483.
- Levey D. F., Polimanti R., Cheng Z. [et al.]. Genetic associations with suicide attempt severity and genetic overlap with major depression. Translational Psychiatry. 2019; 9(1): 1–12. doi: 10.1038/s41398-018-0340-2.
- Logan J. E., Skopp N. A., Reger M. A. [et al.]. Precipitating circumstances of suicide among active duty U.S. Army personnel versus U.S. civilians, 2005–2010. Suicide Life-Threat. Behav. 2015; 45(1): 65–77. doi: 10.1111/sltb.12111.
- Millner A. J., Ursano R. J., Hwang I. [et al.]. Prior mental disorders and lifetime suicidal behaviors among US Army soldiers in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). Suicide Life-Threat. Behav. 2019; 49(1): 3–22. doi: 10.1111/sltb.12394.
- Naifeh J. A., Nock M. K. [et al.]. Neurocognitive functions and suicide in U.S. Army soldiers. Suicide Life-Threat. Behav. 2017; 47: 589–602. doi: 10.1111/sltb.12307.
- Nock M. K., Millner A. J., Joiner T. E. [et al.]. Risk factors for the transition from suicide ideation to suicide attempt: Results from the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS). Journal of Abnormal Psychology. 2018; 127(2): 139–149. doi: 10.1037/abn0000317.
- Polimanti R., Levey D. F., Pathak G. A. [et al.]. Multi-environment gene interactions linked to the interplay between polysubstance dependence and suicidality. Translational Psychiatry. 2021; 11(1): 1–11. doi: 10.1038/s41398-020-01153-1.
- Rosellini A. J., Hill E. D., Petukhova M. [et al.]. Predicting non-familial major physical violent crime perpetration in the US Army from administrative data. Psychological Medicine. 2016; 46(2): 303–316. doi: 10.1017/S0033291715001774.
- Rudd M. D., Bryan C. J., Wertenberger E. G. [et al.]. Brief cognitive-behavioral therapy effects on post-treatment suicide attempts in a military sample: Results of a randomized clinical trial with 2-year follow-up. Am. J. Psychiatry. 2015; 172(5): 441–449. doi: 10.1176/appi.ajp.2014.14070843.
- Smith J. A., Doidge M., Hanoa R., Frueh B. C. A historical examination of military records of US Army suicide, 1819 to 2017. JAMA Network Open. 2019; 2(12): e1917448. doi: 10.1001/jamanetworkopen.2019.17448.
- Stanley I. H., Chu C., Gildea S. M. [et al.]. Predicting suicide attempts among U.S. Army soldiers after leaving active duty using information available before leaving active duty: Results from the Study to Assess Risk and Resilience in Servicemembers-Longitudinal Study (STARRS-LS). Molecular Psychiatry. 2022; 27(3): 1631–1639. doi: 10.1038/s41380-021-01423-4.
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