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Published in: European Child & Adolescent Psychiatry 3/2015

01-03-2015 | Original Contribution

The relation of standardized mental health screening and categorical assessment in detained male adolescents

Authors: Olivier F. Colins, Thomas Grisso, Eva Mulder, Robert Vermeiren

Published in: European Child & Adolescent Psychiatry | Issue 3/2015

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ABSTRACT

Having an effective triage tool is an important step toward a careful use of the restricted time and qualified personnel to perform comprehensive psychiatric assessment in juvenile justice settings. The aims of this study were to examine the construct validity of the Massachusetts Youth Screening Inventory—second version (MAYSI-2), and its likelihood to identify youths who might have a psychiatric disorder. Data from up to 781 male adolescents (mean age = 16.73 years) were gathered as part of the standardized mental health screening and assessment in two all-male Youth Detention Centers in the Netherlands. Categorical assessments were based on two structured diagnostic interviews. Sensitivity, specificity, positive and negative predictive values, and the area under the curve were calculated to evaluate the likelihood of the MAYSI-2 to identify youths with a psychiatric disorder. Youths with a disorder scored significantly higher on the corresponding MAYSI-2 subscale than youths without a disorder. In the total sample, 70 % of the youths with a disorder met the Caution cut-off criteria on at least one MAYSI-2 scale, while youths without a psychiatric disorder were very unlikely to meet cut-off criteria for multiple MAYSI-2 scales. Overall, the sensitivity was slightly better when analyses were repeated in groups of youths from various ethnic origins. The findings supported the construct validity of the Dutch MAYSI-2 and suggested that the MAYSI-2 is a valid mental health screening tool that may serve relatively well as a triage tool. Its effectiveness, however, may differ between ethnic groups.
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Footnotes
1
There were no significant differences between both samples regarding all the other variables that will be used in this study (i.e., MAYSI-2 raw scores, percentage of boys above MAYSI-2 Caution cut-offs, and percentage of boys with psychiatric disorders).
 
2
In the US study [11], the prevalence of participants that met at least one disorder (61 %) was not that much higher than the 48 % of the boys in the present study (see n = 405 subsample). Yet, approximately 50 % of the sample was above or at the Caution cut-off on at least one MAYSI-2 scale compared to 88 % in the US study [11]. This suggests that the difference in efficiency between both countries is not likely to be caused by differences in the prevalence of psychiatric disorders per se but rather by differences in the percentage of youths at or above the caution cut-off. These latter differences in percentages of youths at or above MAYSI-2 cut-offs may at least partially be explained by differences in the organization of juvenile justice and health care between the US and the Netherland (e.g., [26]).
 
Literature
1.
go back to reference Colins O, Vermeiren R, Schuyten G, Broekaert E (2009) Psychiatric disorders in property, violent, and versatile offending detained male adolescents. Am J Orthopsychiatry 79(1):31–38CrossRefPubMed Colins O, Vermeiren R, Schuyten G, Broekaert E (2009) Psychiatric disorders in property, violent, and versatile offending detained male adolescents. Am J Orthopsychiatry 79(1):31–38CrossRefPubMed
2.
go back to reference Vreugdenhil C, Doreleijers TAH, Vermeiren R, Wouters L, Van den Brink W (2004) Psychiatric disorders in a representative sample of incarcerated boys in the Netherlands. J Am Acad Child Adol Psychiatry 43(1):97–104CrossRef Vreugdenhil C, Doreleijers TAH, Vermeiren R, Wouters L, Van den Brink W (2004) Psychiatric disorders in a representative sample of incarcerated boys in the Netherlands. J Am Acad Child Adol Psychiatry 43(1):97–104CrossRef
3.
go back to reference Grisso T, Vincent G, Seagrave D (2005) Mental health screening and assessment in juvenile justice. The Guilford Press, New York Grisso T, Vincent G, Seagrave D (2005) Mental health screening and assessment in juvenile justice. The Guilford Press, New York
4.
go back to reference Grisso T, Fusco S, Paiva-Salisbury M, Perrauot R, Williams V, Barnum R (2012) The Massachusetts Youth Screening Instrument-Version 2 (MAYSI-2): comprehensive research review. University of Massachusetts Medical School, Worcester Grisso T, Fusco S, Paiva-Salisbury M, Perrauot R, Williams V, Barnum R (2012) The Massachusetts Youth Screening Instrument-Version 2 (MAYSI-2): comprehensive research review. University of Massachusetts Medical School, Worcester
5.
go back to reference Grisso T, Barnum R, Fletcher K, Cauffman E, Peuschold D (2001) Massachusetts Youth Screening Instrument for mental health needs of juvenile justice youths. J Am Acad Child Adol Psychiatry 40(5):541–548CrossRef Grisso T, Barnum R, Fletcher K, Cauffman E, Peuschold D (2001) Massachusetts Youth Screening Instrument for mental health needs of juvenile justice youths. J Am Acad Child Adol Psychiatry 40(5):541–548CrossRef
6.
go back to reference Rivlin A, Hawton K, Marzano L, Fazel S (2010) Psychiatric disorders in male prisoners who made near-lethal suicide attempts: case–control study. B J Psychiatry 197(4):313–319CrossRef Rivlin A, Hawton K, Marzano L, Fazel S (2010) Psychiatric disorders in male prisoners who made near-lethal suicide attempts: case–control study. B J Psychiatry 197(4):313–319CrossRef
7.
go back to reference Reigada LC, Fisher PH, Cutler C, Warner CM (2008) An innovative treatment approach for children with anxiety disorders and medically unexplained somatic complaints. Cogn Behav Pract 15(2):140–147CrossRefPubMedCentralPubMed Reigada LC, Fisher PH, Cutler C, Warner CM (2008) An innovative treatment approach for children with anxiety disorders and medically unexplained somatic complaints. Cogn Behav Pract 15(2):140–147CrossRefPubMedCentralPubMed
8.
go back to reference Glaser BA, Calhoun GB, Petrocelli JV, Bates JM, Owens-Hennick LA (2005) Depression and somatic complaints among male juvenile offenders: differentiating somatizers from non-somatizers with the Millon Adolescent Clinical Inventory (MACI). J Forensic Psychiatry Psychol 16(3):566–576CrossRef Glaser BA, Calhoun GB, Petrocelli JV, Bates JM, Owens-Hennick LA (2005) Depression and somatic complaints among male juvenile offenders: differentiating somatizers from non-somatizers with the Millon Adolescent Clinical Inventory (MACI). J Forensic Psychiatry Psychol 16(3):566–576CrossRef
9.
go back to reference Kerig PK, Moeddel MA, Becker SP (2011) Assessing the sensitivity and specificity of the MAYSI-2 for detecting trauma among youth in juvenile detention. Child & Youth Care Forum Kerig PK, Moeddel MA, Becker SP (2011) Assessing the sensitivity and specificity of the MAYSI-2 for detecting trauma among youth in juvenile detention. Child & Youth Care Forum
10.
go back to reference GrissoT, Barnum R (2006) Massachusetts Youth Screening Instrument, Version 2: MAYSI-2: user’s manual and technical report. Professional Resource Press GrissoT, Barnum R (2006) Massachusetts Youth Screening Instrument, Version 2: MAYSI-2: user’s manual and technical report. Professional Resource Press
11.
go back to reference Wasserman GA, McReynolds LS, Ko SJ, Katz LM, Cauffman E, Haxton W, Lucas CP (2004) Screening for emergent risk and service needs among incarcerated youth: comparing MAYSI-2 and voice DISC-IV. J Am Acad Child Adolesc Psychiatry 43(5):629–639CrossRefPubMed Wasserman GA, McReynolds LS, Ko SJ, Katz LM, Cauffman E, Haxton W, Lucas CP (2004) Screening for emergent risk and service needs among incarcerated youth: comparing MAYSI-2 and voice DISC-IV. J Am Acad Child Adolesc Psychiatry 43(5):629–639CrossRefPubMed
12.
go back to reference Colins O, Vermeiren R, Vreugdenhil C, van den Brink W, Doreleijers T, Broekaert E (2010) Psychiatric disorders in detained male adolescents: a systematic literature review. Can J Psychiatry 55(4):255–263PubMed Colins O, Vermeiren R, Vreugdenhil C, van den Brink W, Doreleijers T, Broekaert E (2010) Psychiatric disorders in detained male adolescents: a systematic literature review. Can J Psychiatry 55(4):255–263PubMed
13.
go back to reference Hayes M, McReynolds L, Wasserman G (2005) Paper and Voice MAYSI-2 format comparability and concordance with the voice DISC-IV. Assessment 12(4):395–403CrossRefPubMed Hayes M, McReynolds L, Wasserman G (2005) Paper and Voice MAYSI-2 format comparability and concordance with the voice DISC-IV. Assessment 12(4):395–403CrossRefPubMed
14.
go back to reference Wasserman GA, Vilhauer JS, McReynolds L, Shoai R, Jonh R (2004) Mental health screening in the juvenile justice system: a comparison between the voice-DISC-IV and the MAYSI-2. J Juven Justice Services 19(1/2):7–17 Wasserman GA, Vilhauer JS, McReynolds L, Shoai R, Jonh R (2004) Mental health screening in the juvenile justice system: a comparison between the voice-DISC-IV and the MAYSI-2. J Juven Justice Services 19(1/2):7–17
15.
go back to reference Plattner B, Kraemer HC, Williams RP, Bauer SM, Kindler J, Feucht M, Friedrich MH, Steiner H (2007) Suicidality, psychopathology, and gender in incarcerated adolescents in Austria. J Clin Psychiatry 63(10):1593–1600CrossRef Plattner B, Kraemer HC, Williams RP, Bauer SM, Kindler J, Feucht M, Friedrich MH, Steiner H (2007) Suicidality, psychopathology, and gender in incarcerated adolescents in Austria. J Clin Psychiatry 63(10):1593–1600CrossRef
16.
go back to reference GrissoT Barnum R (2000) Massachusetts Youth screening instrument, second version (MAYSI-2): user’s manual and technical report. University of Massachusetts, Medical School, Department of Psychiatry, Worcester GrissoT Barnum R (2000) Massachusetts Youth screening instrument, second version (MAYSI-2): user’s manual and technical report. University of Massachusetts, Medical School, Department of Psychiatry, Worcester
17.
go back to reference Shaffer D, Fisher P, Lucas C, Dulcan M, Schwab-Stone M (2000) NIMH Diagnostic Interview Schedule for Children Version IV (NIMH DISC-IV): description, differences from previous versions, and reliability of some common diagnoses. J Am Acad Child Adolesc Psychiatry 39(1):28–38CrossRefPubMed Shaffer D, Fisher P, Lucas C, Dulcan M, Schwab-Stone M (2000) NIMH Diagnostic Interview Schedule for Children Version IV (NIMH DISC-IV): description, differences from previous versions, and reliability of some common diagnoses. J Am Acad Child Adolesc Psychiatry 39(1):28–38CrossRefPubMed
18.
go back to reference Goodman R, Ford T, Richards HRG, Meltzer H (2000) Development and well-being assessment: description and initial validation of an integrated assessment of child and adolescent psychopathology. J Child Psychol Psychiatry 41:645–656CrossRefPubMed Goodman R, Ford T, Richards HRG, Meltzer H (2000) Development and well-being assessment: description and initial validation of an integrated assessment of child and adolescent psychopathology. J Child Psychol Psychiatry 41:645–656CrossRefPubMed
19.
go back to reference Colins O, Vermeiren R, Vreugdenhil C, Schuyten G, Broekaert E, Krabbendam A (2009) Are psychotic experiences among detained juvenile offenders explained by trauma and substance use? Drug Alc Dep 100(1):39–46CrossRef Colins O, Vermeiren R, Vreugdenhil C, Schuyten G, Broekaert E, Krabbendam A (2009) Are psychotic experiences among detained juvenile offenders explained by trauma and substance use? Drug Alc Dep 100(1):39–46CrossRef
20.
go back to reference Mathyssek CM, Olino TM, Verhulst FC, van Oort FV (2012) Childhood internalizing and externalizing problems predict the onset of clinical panic attacks over adolescence: the TRAILS Study. PloS one 7(12):e51564CrossRefPubMedCentralPubMed Mathyssek CM, Olino TM, Verhulst FC, van Oort FV (2012) Childhood internalizing and externalizing problems predict the onset of clinical panic attacks over adolescence: the TRAILS Study. PloS one 7(12):e51564CrossRefPubMedCentralPubMed
21.
go back to reference Fischer JE, Bachmann LM, Jaeschke R (2003) A readers’ guide to the interpretation of diagnostic test properties: clinical example of sepsis. Intensive Care Med 29(7):1043–1051CrossRefPubMed Fischer JE, Bachmann LM, Jaeschke R (2003) A readers’ guide to the interpretation of diagnostic test properties: clinical example of sepsis. Intensive Care Med 29(7):1043–1051CrossRefPubMed
22.
go back to reference Peat J, Barton B (2008) Medical statistics: a guide to data analysis and critical appraisal. Wiley, New York Peat J, Barton B (2008) Medical statistics: a guide to data analysis and critical appraisal. Wiley, New York
23.
go back to reference Goodman R, Ford T, Simmons H, Gatward R, Meltzer H (2000) Using the Strengths and Difficulties Questionnaire (SDQ) to screen for child psychiatric disorders in a community sample. Brit J Psychiatry 177(6):534–539CrossRef Goodman R, Ford T, Simmons H, Gatward R, Meltzer H (2000) Using the Strengths and Difficulties Questionnaire (SDQ) to screen for child psychiatric disorders in a community sample. Brit J Psychiatry 177(6):534–539CrossRef
24.
go back to reference Ferdinand RF (2007) Predicting anxiety diagnoses with the Youth Self-Report. Depression Anxiety 24(1):32–40CrossRefPubMed Ferdinand RF (2007) Predicting anxiety diagnoses with the Youth Self-Report. Depression Anxiety 24(1):32–40CrossRefPubMed
25.
go back to reference Becker A, Hagenberg N, Roessner V, Woerner W, Rothenberger A (2004) Evaluation of the self- reported SDQ in a clinical setting: do self-reports tell us more than ratings by adult informants? Eur Child Adolesc Psychiatry 13(2):ii17–ii24 Becker A, Hagenberg N, Roessner V, Woerner W, Rothenberger A (2004) Evaluation of the self- reported SDQ in a clinical setting: do self-reports tell us more than ratings by adult informants? Eur Child Adolesc Psychiatry 13(2):ii17–ii24
26.
go back to reference Vermeiren R, Jespers I, Moffitt T (2006) Mental health problems in juvenile justice populations. Child Adolesc Psychiatric Clinics NA 15(2):333–351CrossRef Vermeiren R, Jespers I, Moffitt T (2006) Mental health problems in juvenile justice populations. Child Adolesc Psychiatric Clinics NA 15(2):333–351CrossRef
27.
go back to reference Coghill D, Sonuga-Barke EJ (2012) Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders–implications of recent empirical study. J Child Psychol Psychiatry 53(5):469–489CrossRefPubMed Coghill D, Sonuga-Barke EJ (2012) Annual research review: categories versus dimensions in the classification and conceptualisation of child and adolescent mental disorders–implications of recent empirical study. J Child Psychol Psychiatry 53(5):469–489CrossRefPubMed
28.
go back to reference Gretton HM, Clift RJW (2011) The mental health needs of incarcerated youth in British Columbia,Canada. Int J Law Psychiatry 34(2):109–115CrossRefPubMed Gretton HM, Clift RJW (2011) The mental health needs of incarcerated youth in British Columbia,Canada. Int J Law Psychiatry 34(2):109–115CrossRefPubMed
29.
go back to reference Colins O, Boonmann C, Veenstra J, van Domburgh L, Buffing F, Doreleijers T, Vermeiren R (2013) Mental health problems and recidivism among detained male adolescents from various ethnic origins. Eur Child Adolesc Psychiatry 22:481–490CrossRefPubMed Colins O, Boonmann C, Veenstra J, van Domburgh L, Buffing F, Doreleijers T, Vermeiren R (2013) Mental health problems and recidivism among detained male adolescents from various ethnic origins. Eur Child Adolesc Psychiatry 22:481–490CrossRefPubMed
30.
go back to reference Veen V, Stevens G, Doreleijers T, van der Ende J, Vollebergh W (2010) Ethnic differences in mental health among incarcerated youths: do Moroccan immigrant boys show less psychopathology than native Dutch boys? Eur Child Adolesc Psychiatry 19(5):431–440CrossRefPubMedCentralPubMed Veen V, Stevens G, Doreleijers T, van der Ende J, Vollebergh W (2010) Ethnic differences in mental health among incarcerated youths: do Moroccan immigrant boys show less psychopathology than native Dutch boys? Eur Child Adolesc Psychiatry 19(5):431–440CrossRefPubMedCentralPubMed
31.
go back to reference Braam A, Schrier A, Tuinebreijer W, Beekman A, Dekker J, de Wit M (2010) Religious coping and depression in multicultural Amsterdam: a comparison between native Dutch citizens and Turkish, Moroccan and Surinamese/Antillean migrants. J Affective Disord 125(1):269–278CrossRef Braam A, Schrier A, Tuinebreijer W, Beekman A, Dekker J, de Wit M (2010) Religious coping and depression in multicultural Amsterdam: a comparison between native Dutch citizens and Turkish, Moroccan and Surinamese/Antillean migrants. J Affective Disord 125(1):269–278CrossRef
32.
go back to reference Colins O, Vermeiren R, Vahl P, Markus M, Broekaert E, Doreleijers T (2012) Parent-reported attention-deficit hyperactivity disorder and subtypes of conduct disorder as risk factor of recidivism in detained male adolescents. Eur Psychiatry 27(5):329–334CrossRefPubMed Colins O, Vermeiren R, Vahl P, Markus M, Broekaert E, Doreleijers T (2012) Parent-reported attention-deficit hyperactivity disorder and subtypes of conduct disorder as risk factor of recidivism in detained male adolescents. Eur Psychiatry 27(5):329–334CrossRefPubMed
33.
go back to reference Colins O, Vermeiren R, Schuyten G, Broekaert E, Soyez V (2008) Informant agreement in the assessment of disruptive behavior disorders in detained minors in Belgium: A diagnosis-level and symptom-level examination. J Clin Psychiatry 69(1):141–148CrossRefPubMed Colins O, Vermeiren R, Schuyten G, Broekaert E, Soyez V (2008) Informant agreement in the assessment of disruptive behavior disorders in detained minors in Belgium: A diagnosis-level and symptom-level examination. J Clin Psychiatry 69(1):141–148CrossRefPubMed
34.
go back to reference Kongerslev M, Moran P, Bo S, Simonsen E (2012) Screening for personality disorder in incarcerated adolescent boys: preliminary validation of an adolescent version of the standardised assessment of personality—abbreviated scale (SAPAS-AV). BMC Psychiatry 12(1):94CrossRefPubMedCentralPubMed Kongerslev M, Moran P, Bo S, Simonsen E (2012) Screening for personality disorder in incarcerated adolescent boys: preliminary validation of an adolescent version of the standardised assessment of personality—abbreviated scale (SAPAS-AV). BMC Psychiatry 12(1):94CrossRefPubMedCentralPubMed
Metadata
Title
The relation of standardized mental health screening and categorical assessment in detained male adolescents
Authors
Olivier F. Colins
Thomas Grisso
Eva Mulder
Robert Vermeiren
Publication date
01-03-2015
Publisher
Springer Berlin Heidelberg
Published in
European Child & Adolescent Psychiatry / Issue 3/2015
Print ISSN: 1018-8827
Electronic ISSN: 1435-165X
DOI
https://doi.org/10.1007/s00787-014-0584-1

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