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Journal of Psychosomatic Research 66 (2009) 477–493

Review article

Risk factors and correlates of deliberate self-harm behavior: A systematic review

Herbert Fliege⁎, Jeong-Ran Lee, Anne Grimm, Burghard F. Klapp

Department of Psychosomatic Medicine and Psychotherapy, Charité Universitätsmedizin Berlin, Germany

Received 9 May 2008; received in revised form 20 October 2008; accepted 21 October 2008

Abstract

Objective: Deliberate self-harm behavior—without suicidal intent—is a serious health problem and may be studied as a clinical phenomenon in its own right. Empirical studies of sociodemographic and psychological correlates and risk factors are systematically reviewed. Methods: We searched Medline, PsycINFO, PSYNDEX (German psychological literature), and reference lists. We targeted self-induced bodily harm without conscious suicidal intent. Studies on suicidal behavior or self- poisoning were only included if they also assessed nonsuicidal self- harm. Results: Fifty-nine original studies met the criteria. Deliberate self-harm may occur at all ages, yet adolescents and young adults are at a higher risk. Evidence on gender is complex. Only 5 studies realize a prospective design (6 months to 10 years) and test predictors. The majority use cross-sectional and retro- spective methods. No longitudinal study (separately) examines

⁎ Corresponding author. Charité Universitätsmedizin Berlin, Depart- ment of Psychosomatic Medicine and Psychotherapy, Charitéplatz 1, D- 10117 Berlin, Germany. Tel.: +49 30 450 553097; fax: +49 30 450 553989.

E-mail address: [email protected] (H. Fliege).

0022-3999/08/$ – see front matter © 2009 Elsevier Inc. All rights reserved. doi:10.1016/j.jpsychores.2008.10.013

new incidence. Evidence of correlates encompasses distal/prox- imal, person/environment, and state/trait factors. Many studies report associations between current self-harm behavior and a history of childhood sexual abuse. Adolescent and adult self- harmers experience more frequent and more negative emotions, such as anxiety, depression, and aggressiveness, than persons who do not self-harm. Two studies yield specific interactions between childhood trauma and current traits and states such as low emotional expressivity, low self-esteem, and dissociation with respect to a vulnerability to self-harm. Conclusion: Evidence of distal, biographical stressors is fairly strong. Proximal stressors have rarely been investigated; protective factors, hardly at all. Despite many findings of correlates, the data do not yet justify terming them risk factors. Longitudinal studies are needed. © 2009 Elsevier Inc. All rights reserved.

Keywords: Deliberate self-harm; Self-injurious behavior; Risk factors; Correlates; Systematic literature review

Introduction

Deliberate self-harm behavior is a significant health problem that is increasingly being studied as a clinical phenomenon in its own right [1–3]. It is detrimental to the body and may impede social relations, medical treatment, and psychotherapy [4–9]. Some reports characterize aggres- sive acts against one's own body as indicative of especially severe psychopathological problems [6,10].

Definition of self-harm

The most accepted term for auto-destructive acts in the literature is self-harm [3] or, more specifically, deliberate self-harm behavior [11]. It is defined as the intentional self-induced harming of one's own body resulting in relevant tissue damage [5,6,11,12]. The term encompasses self-injurious behaviors and more indirect forms of bodily harm [13]. It is largely agreed upon to exclude the following from the definition: (a) phenomena that are explicit symptoms or classificatory criteria of other disorders, such as eating disorders or substance abuse; (b) everyday behaviors, such as unhealthy eating habits or lack of exercise; and (c) psychological self-harm, such as deliberately engaging in an abasing partnership. The latter is occasionally studied in the context of borderline personality disorder [14]. However, there is little consensus

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as to how to classify different levels of frequency, severity (e.g., delicate self-cutting vs. auto-mutilation), or specific forms of deliberate self-harm, such as self-poisoning. Another complex issue is how to distinguish between deliberate self-harm and suicidal behavior.

Prominent definitions of deliberate self-harm behavior exclude suicidal intention [5,12,15]. This understanding prevails in U.S. publications, whereas the term self-harm generally includes behaviors irrespective of a suicidal intention in the UK, thus encompassing self-harm behaviors with and without suicidal intention. This discrepancy limits cross-national study comparability. There is some comorbid- ity between suicidal and nonsuicidal self-harm, and deliber- ate self-harm is prognostic for suicide attempts [14,16–21]. However, there appear to be some important differences between self-harmwith the intent to die and self-harmwith no intent to die [22]. Studies have revealed a distinction between the psychological functions of suicidal and nonsuicidal self- harm behavior [13]. This distinction is based on the criterion of intention, which is difficult to operationalize. Suicidal intentions may be ambivalent, dissimulated, or concealed. Thus, intention is more difficult to measure reliably than observable behavior [16]. Skegg [3] proposes assessing self- harm behavior descriptively and many authors have adopted the approach of assessing deliberate self-harm as an act of intentional self-injury or self-poisoning “irrespective of the apparent purpose of the act” [23]. However, if we want to expand our knowledge on differences between suicidal and nonsuicidal self-harm, further efforts to develop reliable assessments of intent are required. Some advances have recently been made in this area [24].

Diagnostic classification

Deliberate self-harm behavior may occur in clinical as well as in nonclinical samples [9,10,25–27]. DSM-IV and ICD-10 F list self-harm behavior as a diagnostic criterion of borderline personality disorder. However, individuals who self-harm are diagnostically heterogeneous and may suffer from a spectrum of other psychological disorders [28,29]. Frequently reported co-occurring diagnoses—other than borderline personality disorder—are alcohol and substance abuse [29,30]; eating disorders [31–34]; dissociative, somatoform, or body dysmorphic disorders [35–37]; depres- sion and anxiety disorders [26,38,39]; posttraumatic stress disorder [30,40]; and several personality disorders and schizophrenia [2,29]. In DSM-IV, self-harm behavior may also be classified as a disorder of impulse control not otherwise specified and ICD-10 has an additional Z code for a personal history of self-harm. Concealed self-harm carried out with the aim of adopting the sick role is classified as factitious disorder [13]. Within factitious disorders, indirect forms of self-harm prevail [41]. Studies indicate certain overlaps between factitious disorder and open (or admitted) self-harm behaviors, making the diagnostic categories not absolutely distinct empirically [6,42–44].

Epidemiology

In school and college student samples, lifetime prevalence of nonsuicidal self-harm behavior ranges from 13% to 35% [11,45–48]. Several population-based samples from the United States and Canada yield a prevalence of 4% pertaining to the past 6 months and lifetime prevalence figures ranging from 2.2% to 6% [49–51]. Deliberate self-harm behavior is particularly prevalent in patients in psychosomatic medicine and psychiatric settings, including consultation–liaison patients [29,52–54].

Risk factors and protective factors

Generally, the relation between a factor and an illness is probabilistic, not deterministic. Therefore, the term risk factors is more often preferred over the term causal factors. Kraemer et al. [55] define risk factor as a measurable variable that must precede the outcome and be associated with a higher risk of developing the outcome. They distinguish between risk factors of first onset and those of a relapse and—inversely—factors raising the probability of a remission. Knowledge of these factors is relevant for the aims of primary, secondary, and tertiary prevention and for therapy. According to Kraemer et al. [55], a factor that has a correlation with an outcome, with both variables being assessed at the same time, should merely be termed a cor- relate. Kraemer argues that although a given factor may indeed be a risk factor, it might also be an accompanying condition or a consequence of the illness. To term a variable risk factor, it must be assessed before the outcome occurs.

Distal and proximal factors are distinguished depending on the proximity between factors and outcome. This is often operationalized along a time axis [56], with distal factors arising earlier in the biography and proximal factors nearer to illness onset. The terms distal and proximal are merely descriptive. Another aspect concerns the paths of effect. In a cause-and-effect chain, distal factors are supposed to have more indirect effects and proximal factors more direct effects on the outcome [57]. More specifically, diathesis-stress models define distal as predisposing factors, which are those that make the individual vulnerable to stress, such as parental problems or childhood traumata. Thus, in predisposed individuals, proximal factors may trigger the onset of mental or behavioral problems. Proximal factors are composed of daily hassles, conflicts, acute stress, life events, or traumata closely prior to illness onset.

Transactional models emphasize that risk factors can transact with each other as well as with the behavior itself [58]. While some risk factors are largely considered static, like a history of childhood trauma or personality traits, others are more often considered dynamic, like changing mood states or the current course of events. More recent approaches underscore the variability of risk factors over time, rather than assume that the risk factors remain valid indefinitely [58].

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Risk factors may be inherent in the person or in the environment. Accordingly, protective factors can be personal resources (resilience) or social resources [59].

Protective factors According to the salutogenic approach, when a person

faces stress, protective factors diminish the risk of deve; loping a disease [60]. Identifying protective factors is relevant, provided they can be modified and enhanced by interventions.

Interaction between risk factors and protective factors Well-known models of the interaction between risk and

protective factors are the compensation model, which claims that a protective factor simply has an additive positive effect on health and thereby compensates the negative effect of risk factors [59], and the protective factors model, which claims that a protective factor must moderate the association between risk factor and outcome [61,62].

Literature review

Although there are some excellent reviews on deliberate self-harm behavior [1–3], we believe that we have added to this knowledge in several ways. In contrast to earlier reviews that give a comprehensive overview [3] or focus on the functions of self-harm [1,2], our review elucidates on the possible factors in the etiology of deliberate self- harm that have been empirically investigated. Since Gratz's 2003 review on risk factors and functions of deliberate self-harm [1], a considerable number of self- harm studies have been published, thus making an updated review expedient. Moreover, other than Gratz's 2003 review, which focused on childhood traumatic experiences and emotion regulation as possible factors [1], our review focuses on a broader range of empirically investigated sociodemographic and psychological factors. Additionally, we evaluate each risk factor or correlate in terms of the methodological strength of the available evidence and infer open research issues that need to be addressed.

Our review focuses on sociodemographic and psycholo- gical factors. Although several studies also yield associations between deliberate self-harm and alcohol or other substance abuse, binge eating, or restricted eating, we will not include this information. One reason for this is that substance abuse and disturbed eating may indicate co-occurring disorders. As a result, the question of correlates or risk factors would be strongly linked with the question of diagnostic comorbidity proper. A second reason is that substance abuse and disturbed eating are in themselves behavior with a strong inherent element of self-harm. This makes it a much more complex issue than just treating substance abuse and disturbed eating as correlates or risk factors. In our view, the relation between deliberate self-harm with alcohol or substance abuse and disturbed eating behaviors, in particular, deserves investigat- ing in more detail than this review would allow.

Methods

Research strategies

We searched Medline, PsycINFO, and PSYNDEX (Ger- man psychological literature) for the keywords [“self-harm” OR “self-injur⁎” OR “self-cut⁎” OR “self-destruct⁎” OR “auto-mutilat⁎” OR “auto-destruct⁎”] combined with [“risk facto⁎” OR “correlate⁎” OR “precurs⁎” OR “predict⁎” OR “causal facto⁎”]. We also searched reference lists. We included studies that adopt the definition of deliberate self- harm as self-induced bodily harm without conscious suicidal intent [1]. Studies on suicidal behavior or self-poisoning alone were generally excluded. However, in order not to omit relevant evidence, we included a small number of studies on suicidal behavior, provided that they also assessed non- suicidal self-harm. We considered original papers that report at least one correlate, risk factor, or protective factor. Case studies and studies without any group comparisons were not included.

Up to the end of 2007, a total of 59 original papers that met inclusion criteria emerged (Table 1). Table 1 gives an overview of included studies, sample characteristics, and assessment methods of deliberate self-harm. Assessment methods are described briefly and are then assigned to one of the following eight categories: (a) there is no information on how deliberate self-harm was assessed; (b) deliberate self- harm was established by an (unspecified) diagnostic case ascertainment at hospital admission or by inspecting medical records, chart reviews, or other; (c) deliberate self-harm was assessed by a standardized clinician rating based on clinical interview and medical documentation; (d) deliberate self- harm was established on the basis of interviews that were constructed ad hoc for the study; (e) deliberate self-harm was established on the basis of interviews for which validation data are available; (f) deliberate self-harm was assessed by single self-report (or interview) items; (g) deliberate self- harm was assessed by a self-report questionnaire constructed ad hoc for the study; (h) deliberate self-harm was assessed by a self-report questionnaire for which psychometrical valida- tion data are available.

Taxonomy of correlates and risk factors

We included sociodemographic factors, distal and proximal correlates, and risk factors. We distinguished correlates and risk factors from protective factors. A factor such as “self-esteem” may be reported as a protective factor or—inversely, as low self-esteem—as a risk factor. We presented factors according to the way they were treated in the studies.

Empirical evidence is summarized and presented in Table 2. For each factor, we listed all relevant studies by authors and indicated whether the study design was cross- sectional (CS), including retrospective assessment, or long- itudinal (LT). We rated the strength of the evidence for each

Table 1 Samples and self-harm assessment of the 59 studies

Study Sample Delibe e self-harm assessment

Authors (year of publication) Reference Kind/Setting N n/n Age Assess nt instruments Category

Psychometric validation data

Akyuz et al. (2005) [63] Population-based random sample of the city of Sivas, Central Turkey; females

628 14 with DSH 18–65 (34.5±11.5) Ad ho elf-report questio aire (frequency, duratio types)

7 None reported 614 without DSH

Boudewyn and Liem (1995a, 1995b)

[64,65] College psychology students

438 46 with DSH 392 without DSH

16–65 (mean=24.9) Questi about acts of deliber self-harm, not describ

(6) None reported

Briere and Gil (1998) [49] Population-based sample, clinical sample (inpatients, outpatients), and self-harmers via advertisement

1410 927 population based 18–90 (46±17) Single m from Trauma Sympt Inventory [66] [“Inten nally hurting yourse e.g., by scratch , cutting, or burnin even though you w n't trying to commi uicide”]

6 None reported 390 clinical 18–58 (36±10) 93 self-harmers ./. (35±9)

Brown et al. (2007) [67] College psychology students

223 23 with recent DSH 19.4±2.1 Standa zed self-report questio aire: DSHI [11] (type, quency, severit uration)

8 Available 39 with past DSH 161 without DSH

Brunner et al. (2007) [45] Students, 9th grade 5759 630 with occasional DSH

14.9±0.73 Single m from Schedu for Affective Disord

6 None reported

229 with repetitive DSH 4900 without DSH

Carroll et al. (1980) [68] Psychiatric patients, subgroup of patients with DSH and age-/ sex-matched sample without DSH

28 14 patients with DSH 21–41 (mean=28.1) Intervi , not specified (4) None reported 14 controls

Colman et al. (2004) [69] Patients presenting to 1 of 5 emergency departments of Edmonton, Alberta, Canada, for “parasuicide”

369 92 with recurrence within 1–2 years

16–55 Case a rtainment at hospita dmission; risk factors European Parasu de Study Intervi Schedule, Suicid tent Scale

2 None reported for the diagnostic code; available for interview and intent scale

8

Crowell et al. (2005) [70] “Parasuicidal” adolescents and age- matched controls; females

46 23 with DSH 14–18 (15.3±1.1) Semist tured/ structu interview; Lifetim Parasuicide Count erview [71] se /parent report, DSH g up only

(5) None reported 23 without DSH

Darche (1990) [72] Adolescent psychiatric inpatients and age-/sex- matched controls

96 48 patients 13–17 (mean=15.4) Review f medical record

2 None reported 48 controls

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De Leo and Heller (2004)

[73] Students from 14 high schools on the Gold Coast, Queensland, Australia

3757 233 with DSH 10–11 Single-item from the Lifestyle and Coping Questionnaire [“Have you ever deliberately taken an overdose (…) or tried to harm yourself in some other way (such as cut yourself)?”] and further questions on most recent episode

6 None reported 3524 without DSH

Demitrack et al. (1990)

[74] Inpatients of an eating disorder unit and age-matched controls; females

60 30 patients 16–39 (23.3±4.4) Initial clinical interview at hospital admission

2 None reported 30 controls

Dubo et al. (1997) [75] Psychiatric inpatient with borderline or other personality disorder

59 33 with DSH 18–60 (mean=31.7) Ad hoc self-report questionnaire (duration, number of episodes, severity)

7 None reported 26 without DSH

Dulit et al. (1994) [76] Psychiatric inpatients with borderline personality disorder, with or without DSH

124 62 without DSH 32.8±9.2 Ad hoc self-report questionnaire (frequency); Suicide Intent Scale [77]

7 None reported for DSH items; available for intent scale

23 with infrequent DSH 8 39 with frequent DSH

Evren and Evren (2005)

[78] Substance dependents after inpatient detoxification; males

136 47 with DSH Mean=36.4 Single-item from the Childhood Abuse and Neglect Questionnaire

6 None reported 89 without DSH

Fliege et al. (2003) [79] Psychosomatic inpatients, consultation– liaison patients and outpatients

354 32 with DSH 18–65 (30.1±10.1) Standardized clinician- administered rating form, based on clinical interview and medical records

3 Available 322 without DSH

Fliege et al. (2004) [80] Psychosomatic medicine consultation–liaison patients and outpatients, general hospital

854 63 with DSH 17–65 (32.5±11.6) Standardized clinician- administered rating form, based on clinical interview and medical records

3 Available 63 matched controls out of 791 without DSH

Fliege et al. (2006) [52] Psychosomatic inpatients 361 109 with DSH 17–77 (41.9±14.9) Standardized self-report questionnaires: DSHI [11]; Self-Harm Behavior Questionnaire DSHQ [46]

8 Available 252 without DSH

Gladstone et al. (1999)

[81] Inpatients and outpatients with depressive disorder

269 26 with current DSH 18–77 Ad hoc semistructured/ structured interview containing questions on self-harm

4 None reported 29 with history of DSH

Gladstone et al. (2004)

[82] Outpatients with depressive disorder; females

125 33 with current DSH 17–68 (37.8±12.1) Ad hoc semistructured/ structured interview containing unspecified questions of self-harm

4 None reported 34 with history of DSH

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Table 1 (continued)

Study Sample Deliberate self-harm assessment

Authors (year of publication) Reference Kind/Setting N n/n Age Assessment instruments Category

Psychometric validation data

Gratz (2001) [11] Undergraduate students of psychology

150 53 with DSH 18–64 (23.2±7.1) Standardized self-report questionnaire: DSHI [11]

8 Available 97 without DSH

Gratz (2006) [83] Undergraduate students of psychology; females

249 91 with DSH 18–55 (23.3±6.0) Standardized self-report questionnaire: DSHI [11]

8 Available 158 without DSH

Gratz et al. (2002) [84] Undergraduate students of psychology

133 51 with DSH 18–49 (22.7±6.2) Standardized self-report questionnaire: DSHI [11]

8 Available 82 without DSH

Haavisto et al. (2005) [85] Representative birth cohort sample at age 8 and again at age 18, males

2307 51 with DSH (at age 18) 8/18 Ad hoc single item (“I deliberately tried to hurt or kill myself”)

6 None reported 2256 without DSH

Haines and Williams (1997)

[86] Prison inmates and students of psychology; males

50 19 prisoners with DSH (22.3±6.17) Not reported 1 None reported 13 prisoners and 18 students without DSH

Hawton et al. (2002) [87] Pupils from England, survey

6020 398 with DSH 15–16 Ad hoc self-report questionnaire (type, consequences, functions, intent); a posteriori classification of open response categories

7 None reported 5622 without DSH

Herpertz et al. (1997) [88] Inpatients with any personality disorder and nonclinical controls

165 54 patients with DSH Mean=24 Ad hoc structured interview questions, in addition to the SCID Interview for DSM-III-R

4 None reported 66 patients without DSH Mean=24.3 45 nonclinical controls

Howat and Davidson (2002)

[89] Elderly psychiatric patients treated for “parasuicidal” behavior or depression, and controls

77 34 parasuicidal patients N65 Ad hoc structured interview questions on self-harm, method and intent

4 None reported 21 depressive patients 22 controls

Johnston et al. (2006) [90] Patients from an emergency department and psychiatric inpatients, treated for self-injury

4743 516 with history of recurrent DSH

N16 Medical records on occurrence (Manchester self-harm monitoring system MASH)

2 None reported

Joyce et al. (2006) [91] Psychiatric patients in a long-term treatment program for depression

195 46 with DSH N18 Ad hoc structured interview questions, in addition to the SCID Interview for DSM-IV

4 None reported 149 without DSH

Kapur et al. (2006) [23] Patients presenting to an emergency department with episodes of self-harm including self-injury

7723 1054 with recurrence within 12 months

15–98 (median=30)

Medical records on occurrence (Manchester and Salford self-harm project MASSH)

2 None reported

Kirkcaldy et al. (2006) [92] Patients from a hospital for child and adolescent psychiatry and psychosomatic medicine

3649 2153 with DSH 3–24 (13.4±3.3) Ad hoc self-report questionnaire

7 None reported 1496 without DSH

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Klonsky et al. (2003) [26] Military recruits, U.S. Air Force

1986 79 with DSH 20±5 Two items from Schedule of Nonadaptive and Adaptive Personality (“When I get very tense, hurting myself physically somehow calms me down”; “I have hurt myself on purpose several times”) (exclusion when item “I have tried to commit suicide” endorsed)

6 Available for the total questionnaire

1907 without DSH

Lipschitz et al. (1999) [93] Adolescent psychiatric inpatients

71 28 with DSH 12–18 (14.8±1.6) Ad hoc self-report questionnaire (type, frequency, age at onset, precipitants)

7 None reported 43 without DSH

Low et al. (2000) [35] Mentally disordered patients in high-security detention; females

50 37 with DSH (15 infrequent, 22 frequent)

Medical examination records on occurrence and frequency

2 None reported

13 without DSH Lundh et al. (2007) [94] Age-group cohort from

three schools in Southern Sweden

123 84 with DSH 15 Standardized self-report questionnaire: DSHI [11], modifiedàsuicidal intent was asked for each endorsed self-harm behavior

8 Available for original version44 without DSH

Marchetto (2006) [27] Patients presenting to an emergency department with five or more episodes of self-cutting

516 16–60 (28.8±8.74) Medical examination records on occurrence and frequency

2 None reported

Matsumoto et al. (2004)

[95] Adolescent inmates of a juvenile detention center

201 33 with DSH 14–19 (16.8±1.6) Ad hoc self-report questionnaire [“Have you cut your wrist and/or your arm more than once?”; “Have you ever attempted suicide with any ways (including self-cutting)?”] (plus items on burning, frequency, precipitants, functions)

7 None reported 168 without DSH

McAuliffe et al. (2005)

[96] Patients treated for “parasuicide”, several treatment centers (WHO multicenter study in 12 European regions)

836 Mean=36 Self-harm assessment not described; semistructured/ structured interview, European Parasuicide Study Interview Schedule

1 None reported 4

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Table 1 (continued)

Study Sample Deliberate self-harm assessment

Authors (year of publication) Reference Kind/Setting N n/n Age Assessment instruments Category

Psychometric validation data

McKay et al. (2004) [97] Psychiatric inpatients with borderline personality disorder with or without DSH

48 30 with DSH 30.0±9.3 (with DSH) Semistructured/ structured interview: Self-Injury Interview (methods, location, pain perception, precipitants, urge, relief)

4 Available 18 without DSH 29.11±6.4

(without DSH)

Milnes et al. (2002) [98] Patients admitted to hospital following self-harm

150 N15 Ad hoc clinical interview with questions on self-harm (occurrence, type, frequency); Beck interview scale for suicidal intent

4 None reported

Newman and Bland (2007)

[99] Patients with “parasuicidal” behavior and age-/sex-matched controls treated at an emergency department

707 507 with DSH 16 to over 45 Medical examination records on occurrence, frequency, method

2 None reported 200 without DSH

Nijman et al. (1999) [100] Psychiatric inpatients with or without DSH

54 24 with DSH 37.5±12.4 Ad hoc interview on self-harm (type, frequency, age of onset, severity)

4 None reported 30 without DSH

Paivio and McCulloch (2004)

[101] Undergraduate students of psychology; females

100 41 with DSH 21±1.7 Ad hoc self-report questionnaire (type, frequency)

7 None reported 59 without DSH

Portzky et al. (2007) [102] Students from Belgium and the Netherlands

4431 and 4643 Belgium: 460 with DSH, 3969 without DSH

15–16 Ad hoc self-report questionnaire [“Have you ever deliberately taken an overdose (…) or other medication or tried to harm yourself in some other way (such as cut yourself)?”], with open description and a posteriori classification

7 None reported

The Netherlands: 183 with DSH, 4460 without DSH

Rodriguez-Srednicki (2001)

[103] College students; females

441 18 with DSH 18–23 (20.6±1.2) Ad hoc self-report questionnaire items (occurrence, frequency)

6 None reported 423 without DSH

Romans et al. (1995) [104] Random community sample; females

477 23 with DSH 18–65 Ad hoc interview, self-harm section not described

4 None reported 454 without DSH

Schaffer et al. (1982) [105] Psychiatric inpatients and …