Objective: In this study, we combined ecological momentary assessment (EMA) with traditional clinical follow-up to explore correlates of suicidal relapse in patients with a history of suicidal behavior.
Methods: Over 6 months, we followed up with 393 patients who completed baseline and follow-up interviews and were monitored through smartphone-based EMA via the MEmind app. Recruitment was conducted between February 2018 and March 2020. We recorded the occurrence of clinical suicidal events and EMA suicidal events, the latter defined as extreme scores on questions on passive suicide ideation.
Results: Fifteen percent of participants had a new clinical suicidal event during follow-up (9.2% suicide attempt [SA]; 5.9% emergency referral for suicidal ideation [SI]). Of the 319 participants who installed the MEmind app, 20.7% presented with EMA suicidal events. EMA suicidal events were statistically significantly associated with clinical suicidal events at 2-month follow-up but not at 6-month follow-up. In the Cox multivariate regression model, 5 factors were independently associated with clinical suicidal events: number of previous SAs, SA in the past year, SA in the past month (risk factors), female gender, and age (protective factors).
Conclusions: Our study confirms some of the risk factors classically associated with risk of suicide reattempt, such as history of suicidal behavior, while questioning others, such as female gender. Risk factors associated with EMA events differed from risk factors associated with traditional clinical suicide events, supporting the existence of distinct suicidal phenotypes.
Continue Reading...
Members enjoy unlimited free PDF downloads as part of their subscription! Subscribe today for instant access to this article and our entire library in your preferred format. Alternatively, you can purchase the PDF of this article individually.
Porras-Segovia A, Baca-García E, Courtet P, et al. If suicide were COVID-19: a neglected cause of premature death. J Clin Psychiatry. 2021;82(2):20l13702. PubMedCrossRef
Franklin JC, Ribeiro JD, Fox KR, et al. Risk factors for suicidal thoughts and behaviors: a meta-analysis of 50 years of research. Psychol Bull. 2017;143(2):187–232. PubMedCrossRef
Liu RT, Bettis AH, Burke TA. Characterizing the phenomenology of passive suicidal ideation: a systematic review and meta-analysis of its prevalence, psychiatric comorbidity, correlates, and comparisons with active suicidal ideation. Psychol Med. 2020;50(3):367–383. PubMedCrossRef
Ghanbari B, Malakouti SK, Nojomi M, et al. Suicide prevention and follow-up services: a narrative review. Glob J Health Sci. 2015;8(5):145–153. PubMedCrossRef
Gibb SJ, Beautrais AL, Fergusson DM. Mortality and further suicidal behaviour after an index suicide attempt: a 10-year study. Aust N Z J Psychiatry. 2005;39(1-2):95–100. PubMedCrossRef
Parra-Uribe I, Blasco-Fontecilla H, Garcia-Parés G, et al. Risk of re-attempts and suicide death after a suicide attempt: a survival analysis. BMC Psychiatry. 2017;17(1):163. PubMedCrossRef
Irigoyen M, Porras-Segovia A, Galván L, et al. Predictors of re-attempt in a cohort of suicide attempters: a survival analysis. J Affect Disord. 2019;247:20–28. PubMedCrossRef
Grendas LN, Rojas SM, Puppo S, et al. Interaction between prospective risk factors in the prediction of suicide risk. J Affect Disord. 2019;258:144–150. PubMedCrossRef
Aguglia A, Solano P, Parisi VM, et al. Predictors of relapse in high lethality suicide attempters: a six-month prospective study. J Affect Disord. 2020;271:328–335. PubMedCrossRef
Kapur N, Cooper J, King-Hele S, et al. The repetition of suicidal behavior: a multicenter cohort study. J Clin Psychiatry. 2006;67(10):1599–1609. PubMedCrossRef
Hayashi N, Igarashi M, Imai A, et al. Post-hospitalization course and predictive signs of suicidal behavior of suicidal patients admitted to a psychiatric hospital: a 2-year prospective follow-up study. BMC Psychiatry. 2012;12(1):186. PubMedCrossRef
Courtet P, Picot MC, Bellivier F, et al. Serotonin transporter gene may be involved in short-term risk of subsequent suicide attempts. Biol Psychiatry. 2004;55(1):46–51. PubMedCrossRef
Andover MS, Gibb BE, Miller IW. Time to emergence of severe suicidal ideation among psychiatric patients as a function of suicide attempt history. Compr Psychiatry. 2008;49(1):6–12. PubMedCrossRef
Scoliers G, Portzky G, van Heeringen K, et al. Sociodemographic and psychopathological risk factors for repetition of attempted suicide: a 5-year follow-up study. Arch Suicide Res. 2009;13(3):201–213. PubMedCrossRef
Nock MK, Borges G, Bromet EJ, et al. Suicide and suicidal behavior. Epidemiol Rev. 2008;30(1):133–154. PubMedCrossRef
Goldney RD, Fisher LJ, Wilson DH, et al. Suicidal ideation and health-related quality of life in the community. Med J Aust. 2001;175(10):546–549. PubMedCrossRef
Czyz EK, Berona J, King CA. Rehospitalization of suicidal adolescents in relation to course of suicidal ideation and future suicide attempts. Psychiatr Serv. 2016;67(3):332–338. PubMedCrossRef
Posner K, Brown GK, Stanley B, et al. The Columbia-Suicide Severity Rating Scale: initial validity and internal consistency findings from three multisite studies with adolescents and adults. Am J Psychiatry. 2011;168(12):1266–1277. PubMedCrossRef
Courtet P, Jollant F, Castelnau D, et al. Suicidal behavior: relationship between phenotype and serotonergic genotype. Am J Med Genet C Semin Med Genet. 2005;133C(1):25–33. PubMedCrossRef
Turecki G. Dissecting the suicide phenotype: the role of impulsive-aggressive behaviours. J Psychiatry Neurosci. 2005;30(6):398–408. PubMed
Bernanke JA, Stanley BH, Oquendo MA. Toward fine-grained phenotyping of suicidal behavior: the role of suicidal subtypes. Mol Psychiatry. 2017;22(8):1080–1081. PubMedCrossRef
Oquendo MA, Bernanke JA. Suicide risk assessment: tools and challenges. World Psychiatry. 2017;16(1):28–29. PubMedCrossRef
Sedano-Capdevila A, Porras-Segovia A, Bello HJ, et al. Use of ecological momentary assessment to study suicidal thoughts and behavior: a systematic review. Curr Psychiatry Rep. 2021;23(7):41. PubMedCrossRef
Shiffman S, Stone AA, Hufford MR. Ecological momentary assessment. Annu Rev Clin Psychol. 2008;4(1):1–32. PubMedCrossRef
Gee BL, Han J, Benassi H, et al. Suicidal thoughts, suicidal behaviours and self-harm in daily life: a systematic review of ecological momentary assessment studies. Digit Health. 2020;6:2055207620963958. PubMedCrossRef
World Medical Association. World Medical Association Declaration of Helsinki: ethical principles for medical research involving human subjects. JAMA. 2013;310(20):2191–2194. PubMedCrossRef
Berrouiguet S, Barrigón ML, Brandt SA, et al. Ecological assessment of clinicians’ antipsychotic prescription habits in psychiatric inpatients: a novel web- and mobile phone-based prototype for a dynamic clinical decision support system. J Med Internet Res. 2017;19(1):e25. PubMedCrossRef
Barrigón ML, Berrouiguet S, Carballo JJ, et al; MEmind study group. User profiles of an electronic mental health tool for ecological momentary assessment: MEmind. Int J Methods Psychiatr Res. 2017;26(1):e1554. PubMedCrossRef
Fartacek C, Schiepek G, Kunrath S, et al. Real-time monitoring of non-linear suicidal dynamics: methodology and a demonstrative case report. Front Psychol. 2016;7:130. PubMedCrossRef
Bastien CH, Vallières A, Morin CM. Validation of the Insomnia Severity Index as an outcome measure for insomnia research. Sleep Med. 2001;2(4):297–307. PubMedCrossRef
Wilson MM, Thomas DR, Rubenstein LZ, et al. Appetite assessment: simple appetite questionnaire predicts weight loss in community-dwelling adults and nursing home residents. Am J Clin Nutr. 2005;82(5):1074–1081. PubMedCrossRef
Al-Halabí S, Sáiz PA, Burón P, et al. Validation of a Spanish version of the Columbia-Suicide Severity Rating Scale (C-SSRS). Rev Psiquiatr Salud Ment. 2016;9(3):134–142. PubMedCrossRef
Trivedi MH, Rush AJ, Ibrahim HM, et al. The Inventory of Depressive Symptomatology, Clinician Rating (IDS-C) and Self-Report (IDS-SR), and the Quick Inventory of Depressive Symptomatology, Clinician Rating (QIDS-C) and Self-Report (QIDS-SR) in public sector patients with mood disorders: a psychometric evaluation. Psychol Med. 2004;34(1):73–82. PubMedCrossRef
Federici S, Bracalenti M, Meloni F, et al. World Health Organization Disability Assessment Schedule 2.0: an international systematic review. Disabil Rehabil. 2017;39(23):2347–2380. PubMedCrossRef
World Health Organization. International Statistical Classification of Diseases and Related Health Problems. 10th Revision. World Health Organization; 1994.
Posner K, Oquendo MA, Gould M, et al. Columbia Classification Algorithm of Suicide Assessment (C-CASA): classification of suicidal events in the FDA’s pediatric suicidal risk analysis of antidepressants. Am J Psychiatry. 2007;164(7):1035–1043. PubMedCrossRef
Chang SM, Matchar DB, Smetana GW, et al, eds. Appendix: Test Performance Metrics. In: Methods Guide for Medical Test Reviews. Rockville, Maryland: Agency for Healthcare Research and Quality (US); NIH website. June 2012. https://www.ncbi.nlm.nih.gov/books/NBK98249/. Accessed January 10, 2021.
Gutiérrez-Rojas L, Porras-Segovia A, Dunne H, et al. Prevalence and correlates of major depressive disorder: a systematic review. Br J Psychiatry. 2020;42(6):657–672. PubMedCrossRef
Ducasse D, Lopez-Castroman J, Dassa D, et al. Exploring the boundaries between borderline personality disorder and suicidal behavior disorder. Eur Arch Psychiatry Clin Neurosci. 2020;270(8):959–967. PubMedCrossRef
Corcoran P, Keeley HS, O’Sullivan M, et al. The incidence and repetition of attempted suicide in Ireland. Eur J Public Health. 2004;14(1):19–23. PubMedCrossRef
Wang SB, Coppersmith DDL, Kleiman EM, et al. A pilot study using frequent inpatient assessments of suicidal thinking to predict short-term postdischarge suicidal behavior. JAMA Netw Open. 2021;4(3):e210591. PubMedCrossRef
Baumel A, Muench F, Edan S, et al. Objective user engagement with mental health apps: systematic search and panel-based usage analysis. J Med Internet Res. 2019;21(9):e14567. PubMedCrossRef
Chung DT, Ryan CJ, 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. PubMedCrossRef
Jiménez-Muñoz L, Peñuelas-Calvo I, Díaz-Oliván I, et al. Suicide prevention in your pocket: a systematic review of ecological momentary interventions for the management of suicidal thoughts and behaviors. Harv Rev Psychiatry. 2022;30(2):85–99.
Hadzic A, Spangenberg L, Hallensleben N, et al. The association of trait impulsivity and suicidal ideation and its fluctuation in the context of the interpersonal theory of suicide. Compr Psychiatry. 2019;98:152158. PubMedCrossRef
Oquendo MA, Porras-Segovia A. Barriers for the research, prevention, and treatment of suicidal behavior. Curr Top Behav Neurosci. 2020;46:25–40. PubMedCrossRef
Ben-Zeev D, Scherer EA, Brian RM, et al. Use of multimodal technology to identify digital correlates of violence among inpatients with serious mental illness: a pilot study. Psychiatr Serv. 2017;68(10):1088–1092. PubMedCrossRef
Porras-Segovia A, Molina-Madueño RM, Berrouiguet S, et al. Smartphone-based ecological momentary assessment (EMA) in psychiatric patients and student controls: a real-world feasibility study. J Affect Disord. 2020;274:733–741. PubMedCrossRef
Lopez-Morinigo JD, Barrigón ML, Porras-Segovia A, et al. Use of ecological momentary assessment through a passive smartphone-based app (eB2) by patients with schizophrenia: acceptability study. J Med Internet Res. 2021;23(7):e26548. PubMedCrossRef
Porras-Segovia A, Díaz-Oliván I, Barrigón ML, et al. Real-world feasibility and acceptability of real-time suicide risk monitoring via smartphones: A 6-month follow-up cohort. J Psychiatr Res. 2022;149:145–154. PubMedCrossRef