1
|
de Neve-Enthoven NGM, Ringoot AP, Jongerling J, Boersma N, Berges LM, Meijnckens D, Hoogendijk WJG, Grootendorst-van Mil NH. Adolescent Nonsuicidal Self-Injury and Suicidality: A Latent Class Analysis and Associations with Clinical Characteristics in an At-Risk Cohort. J Youth Adolesc 2024; 53:1197-1213. [PMID: 38112847 PMCID: PMC10980641 DOI: 10.1007/s10964-023-01922-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/27/2023] [Indexed: 12/21/2023]
Abstract
Nonsuicidal self-injury (NSSI) is frequently encountered in adolescents, but its predictive value for suicidality or other clinical characteristics is challenging due to its heterogeneous nature. This study used latent class analysis to identify subgroups of NSSI and compared these on sociodemographic characteristics, adverse outcomes and protective factors. The study included 966 high-risk adolescents, Mage 14.9 y, SD 0.9 y, 51.8% female. Four classes emerged: (1) "Low NSSI-Low suicidality", (2) "Moderate NSSI-Low suicidality", (3) "Moderate NSSI-High suicidality", and (4) "High NSSI-High suicidality". Girls predominated in the high suicidality classes. Generally, Class 4 had the poorest outcomes: more internalizing and externalizing problems, less social support from friends and families and worst self-esteem. These findings emphasize the need for interventions tailored to specific phenotypes of adolescents engaging in NSSI.
Collapse
Affiliation(s)
- N G M de Neve-Enthoven
- Department of Psychiatry, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - A P Ringoot
- Department of Psychology and Educational Sciences, Open University of the Netherlands, Heerlen, the Netherlands
- Department of Psychology, Educational and Child Studies, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - J Jongerling
- Tilburg School of Social and Behavioral Sciences, Department of Methodology, Tilburg University, Tilburg, the Netherlands
| | - N Boersma
- Clinical Psychologist at Yulius, Dordrecht, the Netherlands
| | - L M Berges
- Department of Psychiatry, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - D Meijnckens
- MIND Platform, Utrecht, the Netherlands
- Stichting Zelfbeschadiging (Self-harm Foundation), Utrecht, the Netherlands
| | - W J G Hoogendijk
- Department of Psychiatry, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - N H Grootendorst-van Mil
- Department of Psychiatry, Erasmus MC University Medical Center, Rotterdam, the Netherlands.
- Epidemiological and Social Psychiatric Research Institute (ESPRi), Erasmus MC University Medical Center, Rotterdam, the Netherlands.
| |
Collapse
|
2
|
Wang Z, Li D, Chen Y, Tao Z, Jiang L, He X, Zhang W. Understanding the subtypes of non-suicidal self-injury: A new conceptual framework based on a systematic review. Psychiatry Res 2024; 334:115816. [PMID: 38412712 DOI: 10.1016/j.psychres.2024.115816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 02/17/2024] [Accepted: 02/23/2024] [Indexed: 02/29/2024]
Abstract
Non-suicidal self-injury (NSSI) is a significant public health problem, but there is no consistent evidence of its risk factors. One possibility is that there are subtypes NSSI that have different risk factors and clinical symptoms. In this review we evaluated the evidence of subtypes to determine if there were consistent subtypes of NSSI that emerged across studies. Four databases (Medline; Embase; PsycINFO; Web of Science) were searched to identify studies that used data-driven approaches and were published before November 9, 2022. There were 21 studies with 23 unique samples for review. Most of the included studies used NSSI symptoms or personal characteristics as the subtyping indicators, revealing 2-5 subtypes of NSSI. Variations in subtyping indicators, sample characteristics, and statistical methods may have contributed to the inconsistent number and characteristics of subtypes across studies. A new conceptual framework is proposed to integrate these diverse findings, highlighting the important roles of NSSI function and psychological pain in differentiating NSSI subtypes. This framework sheds light on the differences among self-injurers and offers insights for future endeavors to address the complexities of NSSI.
Collapse
Affiliation(s)
- Zhenhai Wang
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Dongjie Li
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Yanrong Chen
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Zhiyuan Tao
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Liyun Jiang
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Xu He
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China
| | - Wei Zhang
- Center for Studies of Psychological Application, School of Psychology, South China Normal University, Guangzhou, China.
| |
Collapse
|
3
|
Zelkowitz RL, Halverson TF, Patel TA, Beckham JC, Calhoun PS, Pugh MJ, Kimbrel NA. Nonsuicidal self-injury methods among U.S. Veterans: Latent class analysis and associations with psychosocial outcomes. Psychiatry Res 2023; 329:115558. [PMID: 37890405 DOI: 10.1016/j.psychres.2023.115558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 10/18/2023] [Accepted: 10/21/2023] [Indexed: 10/29/2023]
Abstract
Nonsuicidal self-injury (NSSI) is a debilitating concern among U.S. veterans, with wall/object-punching commonly endorsed as an NSSI method. We examined how this behavior relates to other NSSI methods and psychosocial outcomes. We conducted a latent class analysis (LCA) of NSSI methods among 1,138 Gulf War Era veterans, (77.9% male), 21.7% of whom endorsed lifetime NSSI. We categorized classes based on their associations with age, sex, combat and military sexual assault exposure, then examined the association of class membership with psychosocial indicators. LCA results supported four classes: 1) High punching/banging NSSI (2.5%); 2) Multimethod NSSI methods (6.3%); 3) High-risk, multimethod NSSI (3.1%); and 4) Low-risk NSSI (88.1%). Psychosocial indicators (suicide attempt, ideation, possible depressive or posttraumatic stress disorders, poor psychosocial functioning) were worse for members of the NSSI classes versus those in the low-risk group. A subset of U.S. veterans may engage in NSSI primarily via punching/banging methods. All patterns of NSSI engagement were associated with negative psychosocial outcomes relative to those in the low-risk class of the behavior.
Collapse
Affiliation(s)
- Rachel L Zelkowitz
- Women's Health Sciences Division, National Center for PTSD, VA Boston Healthcare System, Boston, MA, USA; Department of Psychiatry, Boston Chobanian & Avedisian School of Medicine, Boston, MA, USA.
| | - Tate F Halverson
- Durham Veterans Affairs Health Care System, Durham, NC, USA; VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, USA
| | - Tapan A Patel
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Jean C Beckham
- Durham Veterans Affairs Health Care System, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; VA Health Services Research and Development Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC, USA
| | - Patrick S Calhoun
- Durham Veterans Affairs Health Care System, Durham, NC, USA; VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; VA Health Services Research and Development Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC, USA
| | - Mary Jo Pugh
- VA Salt Lake City Healthcare System, Salt Lake City, UT, USA; Department of Medicine, School of Medicine, University of Utah, Salt Lake City, UT, USA
| | - Nathan A Kimbrel
- Durham Veterans Affairs Health Care System, Durham, NC, USA; VA Mid-Atlantic Mental Illness Research, Education, and Clinical Center, Durham, NC, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC, USA; VA Health Services Research and Development Center of Innovation to Accelerate Discovery and Practice Transformation, Durham, NC, USA
| |
Collapse
|
4
|
Gyori D, Farkas BF, Komaromy D, Horvath LO, Kollarovics N, Garas P, Balazs J. The Association between Nonsuicidal Self-Injury and Perfectionism in Adolescence: The Role of Mental Disorders. Eur J Investig Health Psychol Educ 2023; 13:2299-2327. [PMID: 37998053 PMCID: PMC10670610 DOI: 10.3390/ejihpe13110163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 10/14/2023] [Accepted: 10/18/2023] [Indexed: 11/25/2023] Open
Abstract
Previous evidence has drawn attention to the fact that maladaptive perfectionism is a risk factor for engagement in nonsuicidal self-injury (NSSI). Until now, few studies have examined this topic, especially among community adolescents. The aim of this study was to explore the relationship between perfectionism dimensions and NSSI functions to examine the potential mediating effect of mental disorders. Altogether, 146 Hungarian community adolescents (ages 13-18 years) were involved. All participants completed the Hungarian adaptation of the Inventory of Statements about Self-Injury (ISAS), the Frost Multidimensional Perfectionism Scale (FMPS), and the Mini International Neuropsychiatric Interview Kid. To analyse the interrelationships among NSSI, perfectionism, and mental disorders, we conducted regression and network analysis. Of the 146 adolescents, 90 (61.64%, girls: 71.11%) engaged in NSSI. The Concern over Mistakes and Doubts about Action scales of the FMPS significantly and positively predicted both NSSI intrapersonal and interpersonal motivation, with comparable effect sizes, and this association was fully mediated by anxiety disorders. There was a significant direct negative relationship between the FMPS Organisation dimension and both main NSSI functions. This study draws attention to an increasing trend and the extremely high NSSI prevalence rate among community adolescents. Adolescents with perfectionistic concerns are at heightened risk for anxiety disorders, which can increase their vulnerability to NSSI engagement.
Collapse
Affiliation(s)
- Dora Gyori
- Doctoral School of Psychology, Eotvos Lorand University, 1075 Budapest, Hungary
- Institute of Psychology, Eotvos Lorand University, 1075 Budapest, Hungary; (D.K.); (L.O.H.)
| | - Bernadett Frida Farkas
- Mental Health Sciences Doctoral School, Semmelweis University Doctoral School, 1083 Budapest, Hungary; (B.F.F.); (N.K.); (P.G.)
| | - Daniel Komaromy
- Institute of Psychology, Eotvos Lorand University, 1075 Budapest, Hungary; (D.K.); (L.O.H.)
- Department of Behavioural and Movement Sciences, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
| | - Lili Olga Horvath
- Institute of Psychology, Eotvos Lorand University, 1075 Budapest, Hungary; (D.K.); (L.O.H.)
- Pedagogical Services, 1141 Budapest, Hungary
| | - Nora Kollarovics
- Mental Health Sciences Doctoral School, Semmelweis University Doctoral School, 1083 Budapest, Hungary; (B.F.F.); (N.K.); (P.G.)
| | - Peter Garas
- Mental Health Sciences Doctoral School, Semmelweis University Doctoral School, 1083 Budapest, Hungary; (B.F.F.); (N.K.); (P.G.)
| | - Judit Balazs
- Institute of Psychology, Eotvos Lorand University, 1075 Budapest, Hungary; (D.K.); (L.O.H.)
- Department of Psychology, Oslo New University College, 0456 Oslo, Norway
| |
Collapse
|
5
|
Li L, Yang H. Heterogeneity in Adolescents' Non-Suicidal Self-Injury Behaviour Trajectories Based on the Group-Based Trajectory Model and a Decision Tree Analysis of Family-Related Determinants. Psychol Res Behav Manag 2023; 16:3359-3371. [PMID: 37654969 PMCID: PMC10465360 DOI: 10.2147/prbm.s427090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Accepted: 08/19/2023] [Indexed: 09/02/2023] Open
Abstract
Background Non-suicidal self-injury (NSSI) is a global public health problem. While some studies have noted the importance of behavioural development patterns in NSSI, most NSSI research is based on cross-sectional survey data. Few studies explore the time-series heterogeneity of trajectories of NSSI symptoms and family-related influencing factors of NSSI. Aim The purpose of the study was to identify the heterogeneity in trajectories of adolescents' NSSI behaviour and their family-related influencing factors. Methods The group-based trajectory model (GBTM) was used to identify the heterogeneity in the NSSI behaviour trajectories of 208 adolescents in China. Next, the decision tree model (DTM) was used to analyse which family related factors influence the trajectory type. Results The GBTM revealed two heterogeneous trajectories of NSSI behaviour: the high-risk and low-risk NSSI behaviour groups. Next, DTM's average accuracy was 83.2%. A total of seven independent variables were used for the DTM: gender, number of NSSIs in the past month, and family economic, family structure, family conflict, parental psychological control, parental behavior control and family intimacy risks. Family conflict risk was located at the root node and was the most important factor. Conclusion Heterogeneity within the population should be considered in the management of adolescents' NSSI behaviours. Further, from the perspective of family system theory and cumulative risk, focusing on the adverse effect of multiple risk factors on adolescents' NSSI addiction is more meaningful rather than the impact of single risk factors. Studies that use time series data should focus on the trend of dynamic changes in NSSI addiction characteristics over time.
Collapse
Affiliation(s)
- Linbo Li
- College of Nursing, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| | - Hui Yang
- College of Nursing, Shanxi Medical University, Taiyuan, Shanxi, People’s Republic of China
| |
Collapse
|
6
|
Li Y, Li YH, He Y, Chen SS, Chang JJ, Yuan MY, Cao LL, Wang SJ, Wang GF, Su PY. Psychological Resilience Mediates the Association Between Childhood Maltreatment and Self-Harm Phenotype in Chinese Early Adolescents. Child Psychiatry Hum Dev 2022:10.1007/s10578-022-01471-z. [PMID: 36445604 DOI: 10.1007/s10578-022-01471-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/15/2022] [Indexed: 12/02/2022]
Abstract
Self-harm (SH) increases significantly in early adolescence with great variability, and childhood maltreatment (CM) contributes to this increase. Understanding the developmental pathway from CM to SH could provide clues for SH prevention. This study used latent class analysis (LCA) to detect the phenotype of SH and explored the role of psychological resilience in the pathway from the CM to SH phenotype among 5724 early adolescents (52.5% male). Three interpretable phenotypes of SH were identified: low SH (57.8%), medium SH (29.0%), and high SH (13.2%). Furthermore, CM was positively associated with the SH phenotype, psychological resilience mediated the association between CM and the SH phenotype (all ps < 0.001), and a larger mediating effect was observed in the medium SH (22.41%). Our findings offer new perspectives that improving psychological resilience can be used as an efficient intervention to reduce the risk of SH among early adolescents who have experienced CM.
Collapse
Affiliation(s)
- Yuan Li
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Yong-Han Li
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Yang He
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Shan-Shan Chen
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Jun-Jie Chang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Meng-Yuan Yuan
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Lei-Lei Cao
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Shao-Jie Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China
| | - Geng-Fu Wang
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China.
- Key Laboratory of Population Health Across Life Cycle (Anhui Medical University), Ministry of Education of the People's Republic of China, Hefei, China.
- NHC Key Laboratory of study on abnormal gametes and reproductive tract, No 81 Meishan Road, 230032, Hefei, Anhui, China.
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China.
| | - Pu-Yu Su
- Department of Maternal, Child and Adolescent Health, School of Public Health, Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China.
- Key Laboratory of Population Health Across Life Cycle (Anhui Medical University), Ministry of Education of the People's Republic of China, Hefei, China.
- NHC Key Laboratory of study on abnormal gametes and reproductive tract, No 81 Meishan Road, 230032, Hefei, Anhui, China.
- Anhui Medical University, No.81 Meishan Road, 230032, Hefei, Anhui, China.
| |
Collapse
|