Abstract
Little is known about the development and maintenance of nonsuicidal self-injury (NSSI) over time; however, identifying individuals at risk for NSSI onset or its recurrent engagement is of critical importance for developing effective prevention and intervention strategies. To address this important gap in the literature, we used a person-centered approach to study patterns of change among self-injurers (i.e., new beginners, recovered injurers, relapsers, desisters, and persistent injurers). Undergraduate students (N = 666, 71.1 % female, M age = 19.15) from a mid-sized Canadian university participated in the two-wave study (assessments were 1 year apart). Participants completed the Inventory of Statements about Self-Injury (ISAS, Klonsky and Glenn in J Psychopathol Behav Assess 31:215–219, 2009) at Time 1, and a measure of past year NSSI frequency 1 year later. Participants also completed several measures of psychosocial risk (e.g., problem behaviors, problems with parents) at both time points. Consistent with Nock’s (Ann Rev Clin Psychol 6:339–363, 2010) model on the development of NSSI over time, individuals who continued to engage in NSSI across the university years (i.e., persistent injurers) reported greater levels of psychosocial risk as compared to those in the other groups. Moreover, a discriminant function analysis revealed that new beginners, relapsed injurers, and persistent injurers were differentiated from recovered injurers and desisters by increases over time in problem behaviors, problems with parents, internalizing behaviors, and suicidal ideation. Our findings provide new insight into the course of NSSI engagement across the university years, and offer clinicians ways to discriminate among individuals with varying longitudinal patterns of NSSI (i.e., on measures of psychosocial risk, and motivations to stop self-injuring).
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Notes
Results were the same when we conducted the EFA with the larger sample. A confirmatory factor analysis using all of the study measures in AMOS 16.0 also supported grouping variables as presented in the method section [as indexed by model fit (i.e., chi-squire, RMSEA, CFI) and factor loadings].
References
Armsden, G. C., & Greenberg, M. T. (1987). The inventory of parent and peer attachment: Individual differences and their relationship to psychological well-being in adolescence. Journal of Youth and Adolescence, 16, 427–454.
Asarnow, J. R., Porta, G., Spirito, A., Emslie, G., Clarke, G., Wagner, K. D., et al. (2011). Suicide attempts and nonsuicidal self-injury in the treatment of resistant depression in adolescents: Findings from the TORDIA study. Journal of the American Academy of Child and Adolescent Psychiatry, 50, 772–781.
Baetens, I., Claes, L., Muehlenkamp, J., Grietens, H., & Onghena, P. (2011). Nonsuicidal and suicidal self-injurious behavior among Flemish adolescents: A web-base survey. Archives of Suicide Research, 15, 56–57.
Barber, B. K. (1996). Parental psychological control: Revisiting a neglected construct. Child Development, 67, 3296–3319.
Bjarehed, J., Pettersson, K., Wangby-Lundh, M., & Lundh, L.-G. (2012). Examining the acceptability of attractiveness, and the effects of a school-based validating interview for adolescents who self-injure. The Journal of School Nursing, 29, 225–234.
Cawood, C. D., & Huprich, S. K. (2011). Late adolescent nonsuicidal self-injury: The roles of coping style, self-esteem, and personality pathology. Journal of Personality Disorders, 25, 765–781.
Frost, R. O., Marten, P., Lahart, C., & Rosenblate, R. (1990). The dimensions of perfectionism. Cognitive Therapy and Research, 14, 449–468.
Glenn, C. R., & Klonsky, E. D. (2009). Social context during non-suicidal self-injury indicates suicide risk. Personality and Individual Differences, 46, 25–29.
Glenn, C. R., & Klonsky, D. E. (2011). Prospective prediction of nonsuicidal self-injury: A 1-year longitudinal study in young adults. Behavior Therapy, 42, 751–762.
Gollust, S. A., Eisenberg, D., & Golberstein, E. (2008). Prevalence and correlates of self-injury among university students. Journal of American College Health, 56, 491–498.
Gould, M. S., Morrocco, F. A., Kleinman, M., Thomas, J. G., Mostkoff, K., Cote, J., et al. (2005). Evaluating Iatrogenic risk of youth suicide screening programs: A randomized controlled Trial. The Journal of the American Medical Association, 293, 1635–1643.
Gratz, K. L., Conrad, S. D., & Roemer, L. (2002). Risk factors for deliberate self-harm among college students. American Journal of Orthopsychiatry, 72, 128–140.
Guertin, T., Lloyd-Richardson, E., Spirito, A., Donaldson, D., & Boergers, J. (2001). Self-mutilative behavior in adolescents who attempt suicide by overdose. Journal of the American Academy of Child and Adolescent Psychiatry, 39, 470–480.
Hakin, B. L., & Abela, J. R. Z. (2011). Nonsuicidal self-injury in adolescence: Prospective rates and risk factors in a 2 ½ year longitudinal study. Psychiatry Research, 186, 65–70.
Hamza, C. A., Stewart, S. L., & Willoughby, T. (2012). Examining the link between nonsuicidal self-injury and suicidal behavior: A review of the literature and an integrated model. Clinical Psychology Review, 32, 482–495.
Heath, N. L., Ross, S., Toste, J. R., Charlebois, A., & Nedecheva, T. (2009). Retrospective analysis of social factors and nonsuicidal self-injury among young adults. Canadian Journal of Behavioral Science, 41, 180–186.
Heath, N. L., Toste, J. R., Nedecheva, T., & Charlebois, A. (2008). An examination of nonsuicidal self-injury among college students. Journal of Mental Health Counselling, 30, 137–156.
Heilbron, N., & Prinstein, M. J. (2010). Adolescent peer victimization, peer status, suicidal ideation, and nonsuicidal self-injury examining concurrent and longitudinal associations. Merrill-Palmer Quarterly, 56, 388–419.
Jutengren, G., Kerr, M., & Stattin, H. (2011). Adolescents’ deliberate self-harm, interpersonal stress, and the moderating effects of self-regulation: A two-wave longitudinal analysis. Journal of School Psychology, 49, 249–264.
Kerr, P., & Muehlenkamp, J. J. (2010). Features of psychopathology in self-injuring female college students. Journal of Mental Health Counseling, 32, 290–308.
Klonsky, E. D. (2007). The functions of deliberate self-injury: A review of the evidence. Clinical Psychology Review, 27, 226–239.
Klonsky, E. D., & Glenn, C. R. (2009). Assessing the functions of non-suicidal self-injury: psychometric properties of the inventory of statements about self-injury. Journal of Psychopathology and Behavioural Assessment, 31, 215–219.
Klonsky, E. D., & Olino, T. M. (2008). Identifying clinically distinct subgroups of self-injurers among young adults: A latent class analysis. Journal of Consulting and Clinical Psychology, 76, 22–27.
La Greca, A. M., & Stone, W. L. (1993). The Social anxiety scale for children-revised: Factor structure and concurrent validity. Journal of Clinical Child Psychology, 22, 17–27.
Laye-Gindhu, A., & Schonert-Reichl, K. A. (2005). Nonsuicidal self-harm among community adolescents: Understanding the “whats” and “whys” of self-harm. Journal of Youth and Adolescence, 34, 447–457.
Lewis, S. P., Rosenrot, S. A., & Santor, D. A. (2011). An integrated model of self-harm: Identifying predictors of intent. Canadian Journal of Behavioral Science, 43, 20–29.
Lewis, S., & Santor, D. (2010). Self-harm reasons, goal achievement, and prediction of future self-harm intent. The Journal of Nervous and Mental Disease, 198, 362–369.
Martin, J., Bureau, J.-F., Cloutier, P., Cloutier, P., & Lafontaine, M. F. (2011). A comparison of invalidating family environment characteristics between university students engaging in self-injurious thoughts and actions and non-self-injuring university students. Journal of Youth and Adolescence, 40, 1477–1488.
Mathias, C. W., Furr, M., Sheftall, A. H., Hill-Kapturczak, N., Crum, P., & Dougherty, D. M. (2012). What’s the harm in asking about suicidal ideation? Suicide and Life-Threatening Behavior, 42, 341–351.
Meyers, L. S., Gamst, G., & Guarino, A. J. (2003). Applied multivariate research. Design and interpretations. Thousand Oaks, CA: Sage Publications Inc.
Muehlenkamp, J. J., & Gutierrez, P. M. (2004). An investigation of differences between self-injurious behavior and suicide attempts in a sample of adolescents. Suicide and Life-Threatening Behavior, 34, 12–22.
Muehlenkamp, J. J., Kerr, P. L., Bradley, A. R., & Larsen, M. A. (2010a). Abuse subtypes and nonsuicidal self-injury preliminary evidence of complex emotion regulation patterns. The Journal of Nervous and Mental Disease, 198, 258–263.
Muehlenkamp, J. J., Walsh, B. W., & McDade, M. (2010b). Preventing non-suicidal self-injury in adolescents: the signs of self-injury program. Journal of Youth and Adolescence, 39, 306–314.
Nixon, M. K., Cloutier, P. F., & Aggarwal, S. (2002). Affect regulation and the addictive aspects of repetitive self-injury in hospitalized adolescents. Journal of the American Academy of Child and Adolescent Psychiatry, 41, 1333–1341.
Nock, M. K. (2010). Self-injury. Annual Review of Clinical Psychology, 6, 339–363.
Nock, M. K., & Favazza, A. (2009). Non-suicidal self-injury: definition and classifications. In M. K. Nock (Ed.), Understanding nonsuicidal self-injury: Origins, assessment and treatment. Washington, DC: American Psychological Association.
Nock, M. K., & Prinstein, M. J. (2004). A functional approach to the assessment of self-mutilative behavior. Journal of Consulting and Clinical Psychology, 72, 885–890.
Nock, M. K., & Prinstein, M. J. (2005). Contextual features and behavioral traits of self-mutilation among adolescents. Journal of Abnormal Psychology, 114, 140–146.
Nock, M. K., Wedig, M. M., Holmberg, E. B., & Hooley, J. M. (2008). The emotion reactivity scale: development, evaluation, and relation to self-injurious thoughts and behaviors. Behavior Therapy, 39, 107–116.
Norcross, J. C., Krebs, P. M., & Prochaska, J. O. (2011). Stages of change. Journal of Clinical Psychology: In Session, 67, 143–154.
Osman, A. (2002). Suicide Behavior Questionnaire-Revised (SBQ-R). University of Northern Iowa, Deptartment of Psychology.
Prinstein, M. J., Heilbron, N., Guerry, J. D., Franklin, J. C., Rancourt, D., Simon, V., et al. (2010). Peer influence and nonsuicidal self-injury: Longitudinal results in community and clinically-referred adolescent samples. Journal of Abnormal Child Psychology, 38, 669–682.
Prinstein, M. J., Nock, M. K., Simon, V., Aikin, J. W., Cheah, C. S. L., & Spirito, A. (2008). Longitudinal trajectories and predictors of adolescent suicide ideation and attempts following inpatient hospitalization. Journal of Consulting and Clinical Psychology, 76, 92–103.
Prochaska, J. O., & DiClemente, C. C. (1983). Stages and processes of self-change in smoking: toward an integrative model of change. Journal of Consulting and Clinical Psychology, 51, 390–395.
Radloff, L. S. (1977). The CES-D scale: A self-report depression scale for research in the general population. Applied Psychological Measurement, 1, 385–401.
Reynolds, S. K., Noam, L., Comtois, K. A., Murray, A., & Linehan, M. M. (2006). Risky assessments: Participant suicidality and distress associated with research assessments in a treatment study of suicidal behavior. Suicide and Life-threatening behavior, 26, 19–34.
Rosenberg, M. (1965). Society and the adolescent self-image. Princeton, NJ: Princeton University Press.
Schafer, J. L., & Graham, J. W. (2002). Missing data: Our view of the state of the art. Psychological Methods, 7, 147–177.
Serras, A., Saules, K. K., & Cranford, J. A. (2010). Self-injury, substance use, and associated risk factors in a multi-campus probability sample of college students. Psychology of Addictive Behavior, 24, 119–128.
Stats Canada. (2006). Population by selected ethnic origins [on-line]. Available: http://www40.statcan.ca/l01/cst01/demo27i-eng.htm.
Tabachnick, B. G., & Fidell, L. (2007). Using multivariate statistics (5th ed.). Toronto: Allyn and Bacon.
Whitlock, J., Eckenrode, J., & Silverman, D. (2006). Self-injurious behaviors in a college population. Pediatrics, 117, 1939–1948.
Whitlock, J., & Knox, K. L. (2007). The relationship between self-injurious behavior and suicide in a young adult population. Archives of Pediatrics and Adolescent Medicine, 161, 634–640.
Whitlock, J., Muehlenkamp, J., & Eckenrode, J. (2008). Variation in nonsuicidal self-injury: Identification and features of latent classes in a college population of emerging adults. Journal of Clinical Child and Adolescent Psychology, 37, 725–735.
Whitlock, J., Pietrusza, C., & Purington, A. (2013). Young adult respondent experiences of disclosing self-injury, suicide-related behavior, and psychological distress in a web-based survey. Archives of Suicide Research, 17, 20–32.
Wilcox, H. C., Arria, A. M., Caldeira, K. M., Vincent, K. B., Pinchevsky, G. M., & O’Grady, K. E. (2011). Longitudinal predictors of past-year non-suicidal self-injury and motives among college students. Psychological Medicine. Advance online publication. doi:10.1017/S0033291711001814.
Wilkinson, P., Kelvin, R., Roberts, C., Dubicka, B., & Goodyear, I. (2011). Clinical and psychosocial predictors of suicide attempts and nonsuicidal self-injury in the adolescent depression antidepressants and psychotherapy trial. American Journal of Psychiatry, 168, 495–501.
Yates, T. M., Tracy, A. J., & Luthar, S. A. (2008). Nonsuicidal self-injury among privileged youths: Longitudinal and cross-sectional approaches to developmental process. Journal of Consulting and Clinical Psychology, 76, 52–62.
Yu, J., Leung, F., & Fu, K. (2012). Exploring the reciprocal relations between nonsuicidal self-injury, negative emotions and relationship problems in Chinese adolescents: A longitudinal cross-lag study. Journal of Abnormal Child Psychology, 40, 829–836.
Acknowledgments
Teena Willoughby acknowledges funding received from the Social Sciences and Humanities Research Council of Canada.
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Both authors have contributed significantly to the manuscript and consent to their names on the paper. C.H. conceived the study, participated in the design and interpretation of data, and helped to draft the manuscript. T.W. helped conceive the study, participated in the design and interpretation of data, and helped to draft the manuscript. All authors read and approved the final manuscript.
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Hamza, C.A., Willoughby, T. A Longitudinal Person-Centered Examination of Nonsuicidal Self-injury Among University Students. J Youth Adolescence 43, 671–685 (2014). https://doi.org/10.1007/s10964-013-9991-8
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DOI: https://doi.org/10.1007/s10964-013-9991-8