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Kaźmierczak I, Jakubowska A, Pietraszkiewicz A, Zajenkowska A, Lacko D, Wawer A, Sarzyńska-Wawer J. Natural language sentiment as an indicator of depression and anxiety symptoms: a longitudinal mixed methods study 1. Cogn Emot 2024:1-10. [PMID: 38738660 DOI: 10.1080/02699931.2024.2351952] [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: 01/16/2024] [Accepted: 04/30/2024] [Indexed: 05/14/2024]
Abstract
The study tested how the use of positive- (e.g. beautiful) and negative-valenced (e.g. horrible) words in natural language and its change in time affects the severity of depression and anxiety symptoms among depressed and non-depressed individuals. This longitudinal mixed methods study (N = 40 participants, n = 1440 narratives) with three measurements within a year showed that at the between-person level the use of negative-valenced words was strongly associated with the increase in anxiety and depression symptoms over time while the use of positive-valenced words was slightly associated with the decrease in anxiety and depression symptom. These effects were not supported for within-person level (i.e. changes in word usage). No significant differences were observed in the effects between depressed and non-depressed groups. Summing up, the overall use of positive- and negative-valenced words (particularly negative-valenced words) had a stronger effect on the severity of psychopathological symptoms than their change over time. The results were discussed in the context of natural language processing and its application in diagnosing depression and anxiety symptoms.
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Affiliation(s)
| | | | | | | | - David Lacko
- Institute of Psychology, Czech Academy of Sciences, Brno, Czechia
| | - Aleksander Wawer
- Institute of Computer Science, Polish Academy of Science, Warsaw, Poland
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2
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Gioletti AI, Bornstein RF. Do PID-5 Trait Scores Predict Symptom Disorders? A Meta-analytic Review. J Pers Disord 2024; 38:126-137. [PMID: 38592909 DOI: 10.1521/pedi.2024.38.2.126] [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] [Indexed: 04/11/2024]
Abstract
The Personality Inventory for DSM-5 (PID-5) has become influential in the dimensional assessment of personality dysfunction. Though most studies have examined links between PID-5 trait domains and personality pathology, a number of investigations have assessed relationships between PID-5 scores and symptom disorders (e.g., depression, anxiety). We employed meta-analytic techniques to synthesize findings in this area, identifying 26 publications assessing associations between PID-5 scores and symptom disorders (N of effect sizes across the five trait domains = 260). PID-5 domain score effect sizes (rs) ranged from 0.20 for Antagonism to 0.35 for Negative Affect (all ps < .00001). Relationships between PID-5 scores and specific forms of psychopathology were generally consistent with expectations, with some unanticipated relationships as well. Findings confirm that the pathological personality traits assessed by the PID-5 predict symptom disorders as well as personality dysfunction, extending the heuristic value and clinical utility of the measure.
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Affiliation(s)
- Anthony I Gioletti
- From Derner School of Psychology, Adelphi University, Garden City, New York
| | - Robert F Bornstein
- From Derner School of Psychology, Adelphi University, Garden City, New York
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Wang H, Xu S, Wang S, Wang Y, Chen R. Association between sports-related concussions and the risk of self-injury thoughts and behaviors: Who, and under what circumstances? J Affect Disord 2024; 350:801-812. [PMID: 38272361 DOI: 10.1016/j.jad.2024.01.182] [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: 09/11/2023] [Revised: 01/16/2024] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
BACKGROUND Understanding the association between sport-related concussions and the risk of suicidal and non-suicidal self-injury thoughts and behaviors (SITBs), including non-suicidal self-injury (NSSI), suicidal ideation (SI), suicidal plan (SP), and suicidal attempt (SA), is crucial for suicide prevention. We aimed to identify the circumstances in which individuals with or without a concussion are vulnerable to SITBs. METHODS The cross-sectional study included 85,469 students from 63 Chinese university with a mean age of 19.6 years. Firstly, propensity score matching, and inverse probability of treatment weighting (IPTW) were used to match the concussion and non-concussion group based on a range of biological, social, and psychological factors. Subsequently, multivariable logistic regression and a decision tree algorithm were employed to evaluate the interaction and cumulative impact of these risk factors and concussion on the probability of SITBs. RESULTS In the unmatched sample, concussion exposures were associated with all SITBs, with NSSI (OR, 1.41), SI (OR, 1.10), SP (OR, 1.23), and SA (OR, 1.28). However, the matched and weighted sample only had a significant association with NSSI and SI. The decision tree model revealed that, in the unmatched sample, among individuals without depressive symptoms or childhood emotional abuse, the risk of concussion on SITBs increased from 45.5 % to 65.2 % (χ2, 9.370; adjusted P = .002) after experiencing sexual abuse and verbal bullying. In the matched sample, the risk increased from 46.2 % to 64.6 % (χ2, 6.848; adjusted P = .009). CONCLUSION Our study revealed that individuals who suffered concussions exhibited a significantly higher risk of SITBs.
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Affiliation(s)
- Huagen Wang
- Vanke School of Public Health, Tsinghua University, Beijing, China; Institute for Healthy China, Tsinghua University, Beijing, China
| | - Shicun Xu
- Northeast Asian Research Center, Jilin University, Changchun 130012, China; Department of Population, Resources and Environment, Northeast Asian Studies College, Jilin University, Changchun 130012, China.
| | - Shihui Wang
- Vanke School of Public Health, Tsinghua University, Beijing, China; Institute for Healthy China, Tsinghua University, Beijing, China
| | - Yuanyuan Wang
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, China; School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, China
| | - Runsen Chen
- Vanke School of Public Health, Tsinghua University, Beijing, China; Institute for Healthy China, Tsinghua University, Beijing, China.
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Wang H, Xu S, Wang S, Wang Y, Chen R. Using decision tree to predict non-suicidal self-injury among young adults: the role of depression, childhood maltreatment and recent bullying victimization. Eur J Psychotraumatol 2024; 15:2322390. [PMID: 38445506 PMCID: PMC10919298 DOI: 10.1080/20008066.2024.2322390] [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: 12/11/2023] [Accepted: 02/13/2024] [Indexed: 03/07/2024] Open
Abstract
Importance: Non-suicidal self-injury (NSSI) is a significant mental health issue requiring a deeper understanding of its underlying causes, such as childhood maltreatment, adult bullying victimization, and depression. Previous studies have not adequately addressed the cumulative risks of these factors on NSSI among college students. This population-based study investigates these cumulative risk factors.Design, setting, and participants: The cross-sectional study included 63 university's college students with a mean age of 19.6 years (N = 95,833).Main outcomes and measures: Two Chi-Square Automatic Interaction Detection (CHAID) decision tree models were used to classify subgroups based on childhood maltreatment and adult bullying victimization experiences and to investigate their cumulative risks of NSSI. Recursive partitioning algorithms determined each predictor variable's relative importance.Results: The CHAID model accurately predicted NSSI behaviours with an overall accuracy rate of 77.8% for individuals with clinically relevant depressive symptoms and 97.2% for those without. Among depressed individuals, childhood emotional abuse was the strongest NSSI predictor (Chi-Square, 650.747; adjusted P < .001), followed by sexual and physical abuse. For non-depressed individuals, emotional abuse in childhood was the strongest NSSI predictor (Chi-Square, 2084.171; adjusted P < .001), with sexual and verbal bullying in the past year representing the most significant proximal risks.Conclusions and relevance: Emotional abuse during childhood profoundly impacts individuals, increasing the risk of NSSI in both depressed and non-depressed individuals. Clinically relevant depressive symptoms have a moderating effect on the relationship between childhood maltreatment, adult bullying victimization, and NSSI. Identifying these factors can inform targeted interventions to prevent NSSI development among young adults.
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Affiliation(s)
- Huagen Wang
- Vanke School of Public Health, Tsinghua University, Beijing, People’s Republic of China
- Institute for Healthy China, Tsinghua University, Beijing, People’s Republic of China
| | - Shicun Xu
- Northeast Asian Research Center, Jilin University, Changchun, People’s Republic of China
- Department of Population, Resources and Environment, Northeast Asian Studies College, Jilin University, Changchun, People’s Republic of China
| | - Shihui Wang
- Vanke School of Public Health, Tsinghua University, Beijing, People’s Republic of China
- Institute for Healthy China, Tsinghua University, Beijing, People’s Republic of China
| | - Yuanyuan Wang
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, People's Republic of China
- School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, People’s Republic of China
| | - Runsen Chen
- Vanke School of Public Health, Tsinghua University, Beijing, People’s Republic of China
- Institute for Healthy China, Tsinghua University, Beijing, People’s Republic of China
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Ge Y, Xiao Y, Li M, Yang L, Song P, Li X, Yan H. Maladaptive cognitive regulation moderates the mediating role of emotion dysregulation on the association between psychosocial factors and non-suicidal self-injury in depression. Front Psychiatry 2023; 14:1279108. [PMID: 38098637 PMCID: PMC10719840 DOI: 10.3389/fpsyt.2023.1279108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 11/10/2023] [Indexed: 12/17/2023] Open
Abstract
Introduction Non-suicidal self-injury (NSSI) is highly prevalent in depression, and is associated with psychosocial factors, emotion dysregulation, and strategies of cognitive emotion regulation. However, the internal combination and interactions of these risk factors in depression remain unclear. Methods Data from 122 patients with depression, including 56 with NSSI and 66 without NSSI, were analyzed. Self-rating scales were used to assess psychosocial factors, emotion dysregulation, and cognitive regulation strategies. Sparse partial least squares discriminant analysis (sPLS-DA) was employed to explore internal combinations in each profile. A moderated mediation model was applied to examine their interactional relationship. Results The results identified an NSSI-related psychosocial profile characterized by high neuroticism, childhood trauma, poor family functioning, and low psychological resilience. Emotion dysregulation, including high levels of alexithymia, anhedonia, and emotion regulation difficulties, mediated the association between this psychosocial profile and NSSI. The mediated effect was further moderated by maladaptive cognitive regulation strategies. Limitations Lack of sufficient information on NSSI frequency and severity. Relatively small sample size for discussing the impact of gender and age of depressive patients with NSSI. Conclusion These findings hold important implications for the prevention, treatment, and rehabilitation of NSSI.
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Affiliation(s)
- Yuqi Ge
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Yang Xiao
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Mingzhu Li
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Lei Yang
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Peihua Song
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Xueni Li
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
| | - Hao Yan
- Peking University Sixth Hospital, Peking University Institute of Mental Health, Beijing, China
- NHC Key Laboratory of Mental Health, National Clinical Research Center for Mental Disorders (Peking University Sixth Hospital), Beijing, China
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Xiao Q, Song X, Huang L, Hou D, Huang X. Association between life events, anxiety, depression and non-suicidal self-injury behavior in Chinese psychiatric adolescent inpatients: a cross-sectional study. Front Psychiatry 2023; 14:1140597. [PMID: 37465253 PMCID: PMC10350536 DOI: 10.3389/fpsyt.2023.1140597] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 05/24/2023] [Indexed: 07/20/2023] Open
Abstract
Background Non-suicidal self-injury (NSSI) is a major public health concern among adolescents. Further research is needed into contributors to this behavior, in particular among adolescents with psychiatric disorders. The aim of the present study was to explore the impact of life events and emotional stress on NSSI among hospitalized psychiatric adolescents. Methods In this cross-sectional study, 505 Chinese psychiatric adolescent inpatients 10-19 years old completed questionnaires about sociodemographic characteristics and NSSI as well as the Adolescent Self-Rating Life Events Checklist (ASLEC), the State-Trait Anxiety Inventory Form Y, and the Center for Epidemiological Studies Depression Scale. Chi-square test was used to compare the incidence of NSSI in psychiatric adolescent patients with different sociodemographic. T-test was used to compare the total scores and dimension scores of the ASLEC, STAI-Y, and CES-D between the NSSI group and the non-NSSI group. A binary logistic regression model was built to explore the relationships among sociodemographic characteristics, questionnaire scores and NSSI. Results Most psychiatric adolescent inpatients (393, 77.8%) reported NSSI behavior. The higher risk for NSSI was observed among female (odds ratio [OR] 2.665, 95% confidence interval [CI] 1.575-4.510), younger adolescents (10-14 years; OR 2.021, 95% CI 1.258-3.245), with a suicide history (OR 2.479, 95% CI 1.549-3.967), or with depression symptom (OR 3.217, 95% CI 1.572-6.582) and those with higher scores of ASLEC (OR 1.019, 95% CI 1.010-1.029). Conclusion Our study in China is one of the first to apply to adolescent inpatients the diagnostic criteria of NSSI in the latest edition of the Diagnostic and Statistical Manual of Mental Disorders. Our analysis suggests that NSSI prevalence is disturbingly high among adolescents with mental illness in China. A better understanding of contributing factors, especially negative life events and negative emotions, may guide interventions that can reduce its prevalence.
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Affiliation(s)
- Qingqing Xiao
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Nursing, Sichuan University, Chengdu, China
| | - Xiaozhen Song
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Nursing, Sichuan University, Chengdu, China
| | - Lijuan Huang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Nursing, Sichuan University, Chengdu, China
| | - Dandan Hou
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Nursing, Sichuan University, Chengdu, China
| | - Xuehua Huang
- Mental Health Center, West China Hospital, Sichuan University, Chengdu, China
- West China School of Nursing, Sichuan University, Chengdu, China
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Yan H, Yue W. Risk factors, theoretical models, and biological mechanisms of nonsuicidal self-injury: a brief review. INTERDISCIPLINARY NURSING RESEARCH 2023; 2:112-120. [PMID: 37645376 PMCID: PMC10461723 DOI: 10.1097/nr9.0000000000000023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Accepted: 06/07/2023] [Indexed: 08/31/2023]
Abstract
Nonsuicidal self-injury (NSSI) refers to the direct, deliberate infliction of harm to one's body tissue without the intention to die. The prevalence of NSSI has increased significantly globally in recent years and has become an important public health problem affecting the health of people, especially adolescents. The occurrence of NSSI in adolescents is the result of the interaction of different factors. Many scholars have proposed various theoretical models to explain the mechanism of NSSI behavior based on previous research on the influencing factors of NSSI. Moreover, advances have been made in genetic and neuroimaging mechanisms related to NSSI. Understanding the genetic and neuroimaging mechanisms of NSSI is important for both describing and treating the disorder. This literature review discusses the progress made on the risk factors, theoretical models, and biological mechanisms of NSSI.
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Affiliation(s)
- Huiru Yan
- School of Nursing and Sixth Hospital, Peking University, Beijing, China
- Institute of Mental Health, Peking University Sixth Hospital and Research Unit of Diagnosis and Treatment of Mood Cognitive Disorder of Chinese Academy of Medical Sciences, Beijing, China
- National Clinical Research Center for Mental Disorders and NHC Key Laboratory of Mental Health and (Peking University Sixth Hospital), Beijing, China
| | - Weihua Yue
- Institute of Mental Health, Peking University Sixth Hospital and Research Unit of Diagnosis and Treatment of Mood Cognitive Disorder of Chinese Academy of Medical Sciences, Beijing, China
- National Clinical Research Center for Mental Disorders and NHC Key Laboratory of Mental Health and (Peking University Sixth Hospital), Beijing, China
- PKU-IDG/McGovern Institute for Brain Research, Peking University, Beijing, China
- Chinese Institute for Brain Research, Beijing, China
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Zinchuk M, Kustov G, Pashnin E, Rider F, Sviatskaya E, Popova S, Voinova N, Yakovlev A, Guekht A. Self-injurious thoughts and behaviors in Russian patients with epilepsy: A prospective observational study. Seizure 2023; 107:28-34. [PMID: 36940646 DOI: 10.1016/j.seizure.2023.03.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 03/11/2023] [Accepted: 03/14/2023] [Indexed: 03/17/2023] Open
Abstract
OBJECTIVE A two-stage study aimed to estimate the prevalence of different types of self-injurious behaviors (suicidal ideation (SI), suicide attempts (SA), and nonsuicidal self-injury (NSSI)) in Russian patients with epilepsy (PWE), to identify factors associated with such behaviors, and to assess their impact on 3-year mortality. METHODS We enrolled 459 consecutive adult PWE from two level 2 outpatient epilepsy centers in Moscow. The study consisted of two phases - first, we assessed all demographic and clinical characteristics and patients' history of SI, SA, and NSSI. In the second phase, three years after the initial screening, we analyzed patients' medical records to assess how self-injurious thoughts and behaviors were related to actual mortality. RESULTS In our sample, the total lifetime and 12-month prevalence of SI was 20% and 5.7%, of SA was 8.3% and 0.7%, and of NSSI was 15.3% and 2.8%, respectively. We found no differences between deceased and alive PWE regarding lifetime and 12-month prevalence of SI, SA, and NSSI. Higher seizure frequency, lifetime NSSI and lifetime diagnosis of mental disorder were associated with SI, whereas traumatic brain injury (TBI), substance abuse, and NSSI were associated with SA in PWE. SIGNIFICANCE Our study adds to the existing data on the prevalence of different types of suicidal behaviors in PWE and advances research on NSSI in this population. However, more research is needed on the long-term consequences of different types of self-injurious behaviors.
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Affiliation(s)
- Mikhail Zinchuk
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation.
| | - Georgii Kustov
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation
| | - Evgenii Pashnin
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation
| | - Flora Rider
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation
| | | | - Sofya Popova
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation
| | - Nadezhda Voinova
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation
| | - Alexander Yakovlev
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation; Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, Moscow, Russian Federation
| | - Alla Guekht
- Research and Clinical Center for Neuropsychiatry, Moscow, Russian Federation; Pirogov Russian National Research Medical University, Moscow, Russian Federation
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De Salve F, Placenti C, Tagliabue S, Rossi C, Malvini L, Percudani M, Oasi O. Are PID-5 personality traits and self-harm attitudes related? A study on a young adult sample pre-post COVID-19 pandemic. JOURNAL OF AFFECTIVE DISORDERS REPORTS 2023; 11:100475. [PMID: 36620760 PMCID: PMC9811916 DOI: 10.1016/j.jadr.2023.100475] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2022] [Revised: 12/12/2022] [Accepted: 01/03/2023] [Indexed: 01/06/2023] Open
Abstract
Introduction Different studies confirm a stronger link between maladaptive personality traits and Non-suicidal Self-injury (NSSI). Additionally, the interest in the relationship between the experience of the COVID-19 pandemic and NSSI is growing. The present study aims (a) to investigate differences in personality traits between individuals with NSSI, suicidal ideation, NSSI and suicidal ideation co-occurrence and none; (b) to observe which personality traits predominantly influence the occurrence of self-harm acts; (c) to evaluate the difference in self-harm attitudes pre and post COVID-19 pandemic. Method 270 (108 males and 162 females) participants aged between 18 and 25 were included in the study. Everyone participated in a clinical interview and completed an assessment consisting of the Personality Inventory for DSM-5 (PID-5) and the Health of the Nation Outcome Scales (HoNOS). A multivariate analysis of variance (MANOVA), a multiple hierarchical regression analysis, controlling for age and gender and a T-test for independent samples were conducted. Results The individuals with the highest levels of negative affectivity, detachment, antagonism, and psychoticism are those who simultaneously present suicidal ideation and NSSI. Moreover, age and detachment predicted higher scores in self-harm attitudes. Our results unexpectedly do not confirm an upward trend of NSSI and suicidal ideation during the pandemic period. Limitations The study is cross-sectional, and no causal links can be assumed; the groups involved were not homogeneous for numerosity. Conclusions The results testify that the study of maladaptive traits is fundamental to a greater understanding of NSSIs. Working clinically on those could potentially reduce.
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Affiliation(s)
- Francesca De Salve
- Department of Psychology, Catholic University of Milan, Largo Agostino Gemelli, 1, 20123 Milano, Italy
| | - Claudio Placenti
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Sofia Tagliabue
- Department of Mental Health and Addiction Services, Niguarda Hospital, Milan, Piazza Ospedale Maggiore, 3, 20162 Milano, Italy
| | - Chiara Rossi
- Department of Psychology, Catholic University of Milan, Largo Agostino Gemelli, 1, 20123 Milano, Italy
| | - Lara Malvini
- Department of Mental Health and Addiction Services, Niguarda Hospital, Milan, Piazza Ospedale Maggiore, 3, 20162 Milano, Italy
| | - Mauro Percudani
- Department of Mental Health and Addiction Services, Niguarda Hospital, Milan, Piazza Ospedale Maggiore, 3, 20162 Milano, Italy
| | - Osmano Oasi
- Department of Psychology, Catholic University of Milan, Largo Agostino Gemelli, 1, 20123 Milano, Italy,Corresponding author
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Batterham PJ, Calear AL, Reily N, Tang S, Han J, Christensen H. Factors associated with professional mental health service use among adults with suicidal ideation. J Affect Disord 2022; 307:278-285. [PMID: 35398106 DOI: 10.1016/j.jad.2022.04.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Revised: 02/24/2022] [Accepted: 04/03/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND The uptake of professional mental health services among people with suicidal ideation remains low, yet few community-based studies have characterised modifiable individual barriers to service use. Our aims were (1) to identify factors associated with use of professional mental health services among people experiencing suicidal ideation, and (2) to distinguish subgroups with varying levels of service use. METHODS 1462 Australian adults (78.8% female) were recruited online to participate in a cross-sectional survey. Logistic regression analysis was used to identify factors associated with professional service use. A decision tree model was used to identify subgroups with varying rates of professional service use. RESULTS Most participants (62%) had used professional services for mental health concerns in the past 12 months. Greater rates of service use were observed in participants who were middle aged, spoke English, disclosed to informal sources or helplines, met criteria for a mental health disorder, had higher levels of entrapment, psychological distress, and disinhibition, and lower levels of detachment and antagonism. At the terminal nodes of the decision tree analysis, service use ranged from 21% to 94%. The most important determinants of service use were meeting criteria for a mental disorder and disclosure of suicidal ideation to family/friends and helplines. CONCLUSION These findings suggest that interventions to support the safe disclosure of suicidal ideation may assist in increasing service use. There is also the need for services that meet the needs of individuals who do not meet criteria for a mental health condition.
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Affiliation(s)
- Philip J Batterham
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia; Black Dog Institute, The University of New South Wales, Sydney, Australia.
| | - Alison L Calear
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia; Black Dog Institute, The University of New South Wales, Sydney, Australia
| | - Natalie Reily
- Black Dog Institute, The University of New South Wales, Sydney, Australia
| | - Samantha Tang
- Black Dog Institute, The University of New South Wales, Sydney, Australia
| | - Jin Han
- Black Dog Institute, The University of New South Wales, Sydney, Australia
| | - Helen Christensen
- Black Dog Institute, The University of New South Wales, Sydney, Australia
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Leone C, Galosi S, Mollica C, Fortunato M, Possidente C, Milone V, Misuraca S, Berillo L, Truini A, Cruccu G, Ferrara M, Terrinoni A. Dissecting pain processing in adolescents with Non-Suicidal Self Injury: Could suicide risk lurk among the electrodes? Eur J Pain 2021; 25:1815-1828. [PMID: 33982830 PMCID: PMC8453562 DOI: 10.1002/ejp.1793] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2020] [Revised: 02/01/2021] [Accepted: 05/02/2021] [Indexed: 12/13/2022]
Abstract
Background Although non‐suicidal self‐injury (NSSI) disorder is highly prevalent in adolescents, its relationship with pain system function and suicidality is still controversial. The present study was designed to assess the function of the nociceptive afferent pathways and the endogenous pain modulation in adolescent patients with NSSI and to longitudinally register any suicide attempt, describe its frequency and find a possible association between suicide, neurophysiological measures and psychological measures. Methods We enrolled 30 adolescents suffering from NSSI and 20 age‐ and gender‐matched healthy controls. Patients underwent a comprehensive psychological evaluation. Each participant underwent thermal pain thresholds of the quantitative sensory testing, laser‐evoked potential recording to study the ascending nociceptive pathway and the conditioned pain modulation testing to test the endogenous pain modulation. Results We found that patients with NSSI had a reduced amplitude of the N2 component of laser‐evoked potentials and an abnormal conditioned pain modulation. The amplitude of the N2 was associated with suicidal risk. Conclusions The deficit of the endogenous pain modulation likely depends on a saturation due to continuous pain solicitation. The strong association of a reduced amplitude of the N2 component with suicide suggests that it may serve as a possible biomarker in self‐harming adolescents. Significance The present study identifies the N2 component of laser‐evoked potentials as a possible neurophysiological biomarker of suicidal risk in patients with non‐suicidal self‐injury, therefore, raising the possibility for a non‐invasive test to identify subjects at higher risk of suicide among self‐harming patients.
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Affiliation(s)
- Caterina Leone
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Serena Galosi
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Cristina Mollica
- Department of Methods and Models for Economics, Territory and Finance, Sapienza University, Rome, Italy
| | - Mattia Fortunato
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | | | - Valeria Milone
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Sofia Misuraca
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Luana Berillo
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Andrea Truini
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Giorgio Cruccu
- Department of Human Neuroscience, Sapienza University, Rome, Italy
| | - Mauro Ferrara
- Department of Human Neuroscience, Sapienza University, Rome, Italy
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Family relationships and DSM-5 personality domains in adolescence: A person- and variable-based approach. PERSONALITY AND INDIVIDUAL DIFFERENCES 2021. [DOI: 10.1016/j.paid.2020.110582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Amendola S, Spensieri V, Biuso GS, Cerutti R. The relationship between maladaptive personality functioning and problematic technology use in adolescence: A cluster analysis approach. Scand J Psychol 2020; 61:809-818. [PMID: 32754935 DOI: 10.1111/sjop.12664] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 06/03/2020] [Indexed: 12/18/2022]
Abstract
In the last two decades, scientific research has explored the problematic use of internet, videogames and mobile phones. However, there is still little consistent knowledge regarding the co-occurrence of problematic technology use and the role of maladaptive personality characteristics in adolescence. The present study aimed to investigate adolescents' styles of technology use with a cluster analysis approach focusing on personality functioning. The sample comprised 408 Italian adolescents (46.3% males) aged 11 to 18 years (M age = 13.80; SD = 2.08). Data were collected using the Internet Addiction Test, the Videogame Dependency Scale, the Test of Mobile-Phone Dependence Brief Form and the Personality Inventory for DSM5 Brief Form. Results provided a four-cluster solution based on the co-occurrence of problematic technology use. The four clusters were labeled as follows: cluster 1: "Above average internet and mobile-phone use"; cluster 2: "Below average technology use"; cluster 3: "Above average videogame use"; and cluster 4: "Problematic technology use." Analyses on demographic variables (e.g., gender and age) demonstrated significant differences between the four groups. Adolescents with high levels of problematic technology use reported greater overall personality dysfunction than the other three groups. This finding supported our hypothesis on maladaptive personality functioning in adolescents at risk for addiction. Finally, the Antagonism domain played a specific role in differentiating the severity of adolescents' involvement in technology use. Further studies are needed to confirm our findings and to plan preventive interventions as well as therapeutic treatments.
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Affiliation(s)
- Simone Amendola
- Department of Dynamic and Clinical Psychology, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Valentina Spensieri
- Department of Dynamic and Clinical Psychology, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Giuseppe Stefano Biuso
- Department of Dynamic and Clinical Psychology, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
| | - Rita Cerutti
- Department of Dynamic and Clinical Psychology, Faculty of Medicine and Psychology, Sapienza University of Rome, Rome, Italy
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