Network analysis of childhood maltreatment and suicidal ideation in Peruvian adolescents

Authors

Keywords:

child abuse, suicidal ideation, adolescent, mental health.

Abstract

Introduction: Child abuse is considered an important public health problem due to its detrimental impact on physical and psychological health in adolescents. Exposure to various types of abuse can lead to other psychological problems, including suicidal ideation, which is necessary to identify which type of maltreatment evidence more association.
Objective: To analyze the association between child abuse and suicidal ideation in Peruvian adolescents from general population.
Methods: Cross-sectional study with a quantitative approach. A total of 1 379 Peruvian adolescents participated, answered instruments about child abuse and suicidal ideation. A Gaussian network model was estimated, calculating its global and local properties. In addition, for the comparison of groups, structure invariance, global strength and edges were performed.
Results: Emotional abuse present stronger partnership with suicidal ideation and physical abuse. In addition, suicidal ideation was directly associated with sexual abuse and to a lesser extent with physical abuse. The greatest centrality in the network was for emotional abuse and suicidal ideation. For both men and women, emotional abuse was the node with the highest centrality, although the difference arises in women with the presence of suicidal ideation and in men with physical abuse.
Conclusions: The results confirm the importance of assessing the various types of child abuse in adolescents in general population, although the assessment of emotional abuse is specifically highlighted due to its strong association with suicidal ideation, regardless of whether if they are male or female.

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Author Biographies

Jonatan Baños-Chaparro, Universidad de San Martín de Porres

Universidad Científica del Sur. Lima, Perú.

Paul Ynquillay-Lima, Universidad para el Desarrollo Andino

Universidad para el Desarrollo Andino. Investigador asociado.

References

1. Organización Mundial de la Salud. Prevención del maltrato infantil: qué hacer, y cómo obtener evidencias. Ginebra: OMS; 2009 [acceso: 06/09/2022]. Disponible en: https://bit.ly/3xck7l2

2. Stoltenborgh M, Bakermans-Kranenburg MJ, Alink LR, van Ijzendoorn MH. The Prevalence of Child Maltreatment across the Globe: Review of a Series of Meta-Analyses. Child Abus Rev. 2015; 24(1):37-50. DOI: 10.1002/car.2353

3. Hillis S, Mercy J, Amobi A, Kressn H. Global Prevalence of Past-year Violence Against Children: A Systematic Review and Minimum Estimates. Pediatrics. 2016; 137(3):e20154079. DOI: 10.1542/peds.2015-4079

4. Organización Mundial de la Salud. Maltrato infantil. Ginebra: OMS, notas descriptivas; 2020 [acceso: 06/09/2022]. Disponible en: https://bit.ly/2QgRbjk

5. Instituto Nacional de Estadística e Informática. Perú: Indicadores de violencia familiar y sexual, 2012-2019. Lima: INEI; 2019 [acceso: 06/09/2022]. Disponible en: https://bit.ly/3yGoqoP

6. Pasesku R, Landacay TM, Santillán Z. Maltrato y autoestima de adolescentes Awajún de Chipe Cuzu, región Amazonas, Perú, 2021. Rev Cient UNTRM. 2021; 4(3):17-22. DOI: 10.25127/rcsh.20214.785

7. Angelakis I, Austin JL, Gooding P. Association of Childhood Maltreatment With Suicide Behaviors Among Young People: A Systematic Review and Meta-analysis. JAMA Netw Open. 2020; 3(8):e2012563. DOI: 10.1001/jamanetworkopen.2020.12563

8. Zhou J, Fan A, Zhou X, Pao C, Xiao L, Feng Y, et al. Interrelationships between childhood maltreatment, depressive symptoms, functional impairment, and quality of life in patients with major depressive disorder: A network analysis approach. Child Abuse Negl. 2022; 132:105787. DOI: 10.1016/j.chiabu.2022.105787

9. Bérubé A, Turgeon J, Blais C, Fiset D. Emotion Recognition in Adults With a History of Childhood Maltreatment: A Systematic Review. Trauma Violence Abuse. 2023; 24(1):278-94. DOI: 10.1177/15248380211029403

10. Fitton L, Yu R, Fazel S. Childhood Maltreatment and Violent Outcomes: A Systematic Review and Meta-Analysis of Prospective Studies. Trauma Violence Abuse. 2018; 21(4):754-68. DOI: 10.1177/1524838018795269

11. Greene CA, Haisley L, Wallace C, Ford JD. Intergenerational effects of childhood maltreatment: A systematic review of the parenting practices of adult survivors of childhood abuse, neglect, and violence. Clin Psychol Rev. 2020; 80:101891. DOI: 10.1016/j.cpr.2020.101891

12. Sunley AK, Lok A, White MJ, Snijder MB, van Zuiden M, Zantvoord JB, et al. Ethnic and sex differences in the association of child maltreatment and depressed mood. The HELIUS study. Child Abuse Negl. 2020; 99:104239. DOI: 10.1016/j.chiabu.2019.104239

13. Schönfelder A, Rath D, Forkmann T, Paashaus L, Lucht L, Teismann T, et al. Child abuse and suicidality in the context of the Interpersonal Psychological Theory of Suicide: A network analysis. Br J Clin Psychol. 2021; 60(4):425-42. DOI: 10.1111/bjc.12293

14. Yearwood K, Vliegen N, Chau C, Corveleyn J, Luyten P. Prevalence of Exposure to Complex Trauma and Community Violence and Their Associations With Internalizing and Externalizing Symptoms. J Interpers Violence. 2021; 36(1-2):843-61. DOI: 10.1177/0886260517731788

15. Baños-Chaparro J, Ynquillay-Lima P, Lamas F, Fuster FG. Inventario de Frecuencia de Ideación Suicida: Evidencias psicométricas en adultos peruanos. Rev Inf Cient. 2021 [acceso: 07/09/2022]; 100(4):e3507. Disponible en: https://bit.ly/3QwBjZe

16. Ministerio de Educación. Coronavirus: recomendaciones para la prevención de la COVID-19 en el retorno a clases. Lima: MINEDU, noticias; 2022 [acceso: 07/09/2022]. Disponible en: https://bit.ly/3Q36ds1

17. Colegio de Psicólogos del Perú. Código de ética y deontología. Lima: CPsP; 2017 [acceso: 07/09/2022]. Disponible en: https://bit.ly/3qrOb8o

18. Jones PJ. networktools: Tools for identifying important nodes in networks. R package version 1.4.0. Cambridge: CRAN Project; 2021 [acceso: 07/09/2022]. Disponible en: https://bit.ly/3Bw6uzP

19. Isvoranu AM, Epskamp S, Waldorp LJ, Borsboom D. Network psychometrics with R. Nueva York: Routledge; 2022.

20. Isvoranu AM, Epskamp S. Which estimation method to choose in network psychometrics? Deriving guidelines for applied researchers [Preimpresión]. Psychol Methods. 2021. DOI: 10.1037/met0000439

21. Fruchterman TM, Reingold EM. Graph Drawing by Force-directed Placement. Softw Practic Exp. 1991; 21(11):1129-64. DOI: 10.1002/spe.4380211102

22. Humphries MD, Gurney K. Network 'Small-World-Ness': A Quantitative Method for Determining Canonical Network Equivalence. PLoS ONE. 2008; 3(4):e0002051. DOI: 10.1371/journal.pone.0002051

23. Haslbeck JM, Waldorp LJ. How well do network models predict observations? On the importance of predictability in network models. Behav Res Methods. 2018; 50:853-61. DOI: 10.3758/s13428-017-0910-x

24. van Borkulo CD, Boschloo L, Kossakowski J, Tio P, Schoevers R, Borsboom D, et al. Comparing network structures on three aspects: A permutation test. Psychol Methods [Preprint]. 2022. DOI: 10.1037/met0000476

25. Gong M, Zhang S, Li W, Wang W, Wu R, Guo L, et al. Association between Childhood Maltreatment and Suicidal Ideation and Suicide Attempts among Chinese Adolescents: The Moderating Role of Depressive Symptoms. Int J Environ Res Public Health. 2020; 17(17):6025. DOI: 10.3390/ijerph17176025

26. Baños-Chaparro J, Ynquillay-Lima P, Lamas F, Fuster FG. Análisis de redes de las conductas suicidas en adultos peruanos. Rev Cubana Med Milit. 2021 [acceso: 08/09/2022]; 50(3):e02101450. Disponible en: https://bit.ly/3DaU9lN

27. Baños-Chaparro J, Lamas F, Ynquillay-Lima P, Jacobi-Romero DJ, Fuster FG. Análisis de red de la comorbilidad entre síntomas de ansiedad e insomnio en adultos. Rev Cubana Med Milit. 2022 [acceso: 08/09/2022]; 51(2):e02201891. Disponible en: https://bit.ly/3x3JcyA

28. Baños-Chaparro J. Análisis bayesiano de la ideación suicida en adultos peruanos. Medisan. 2021 [acceso: 08/09/2022]; 25(5):1158. Disponible en: https://bit.ly/3eDFOEe

Published

2023-02-15

How to Cite

1.
Baños-Chaparro J, Ynquillay-Lima P. Network analysis of childhood maltreatment and suicidal ideation in Peruvian adolescents. Rev Cubana Med Milit [Internet]. 2023 Feb. 15 [cited 2025 Apr. 2];52(1):e02302418. Available from: https://revmedmilitar.sld.cu/index.php/mil/article/view/2418

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Section

Research Article