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Published in: Administration and Policy in Mental Health and Mental Health Services Research 2/2016

01-03-2016 | Original Article

Modeling the Impact of School-Based Universal Depression Screening on Additional Service Capacity Needs: A System Dynamics Approach

Authors: Aaron R. Lyon, Melissa A. Maras, Christina M. Pate, Takeru Igusa, Ann Vander Stoep

Published in: Administration and Policy in Mental Health and Mental Health Services Research | Issue 2/2016

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Abstract

Although it is widely known that the occurrence of depression increases over the course of adolescence, symptoms of mood disorders frequently go undetected. While schools are viable settings for conducting universal screening to systematically identify students in need of services for common health conditions, particularly those that adversely affect school performance, few school districts routinely screen their students for depression. Among the most commonly referenced barriers are concerns that the number of students identified may exceed schools’ service delivery capacities, but few studies have evaluated this concern systematically. System dynamics (SD) modeling may prove a useful approach for answering questions of this sort. The goal of the current paper is therefore to demonstrate how SD modeling can be applied to inform implementation decisions in communities. In our demonstration, we used SD modeling to estimate the additional service demand generated by universal depression screening in a typical high school. We then simulated the effects of implementing “compensatory approaches” designed to address anticipated increases in service need through (1) the allocation of additional staff time and (2) improvements in the effectiveness of mental health interventions. Results support the ability of screening to facilitate more rapid entry into services and suggest that improving the effectiveness of mental health services for students with depression via the implementation of an evidence-based treatment protocol may have a limited impact on overall recovery rates and service availability. In our example, the SD approach proved useful in informing systems’ decision-making about the adoption of a new school mental health service.
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Literature
go back to reference Angold, A., Costello, E. J., Pickles, A., Winder, F., & Silver, D. (1987). The development of a questionnaire for use in epidemiological studies of depression in children and adolescents. Unpublished manuscript. Angold, A., Costello, E. J., Pickles, A., Winder, F., & Silver, D. (1987). The development of a questionnaire for use in epidemiological studies of depression in children and adolescents. Unpublished manuscript.
go back to reference Banh, M. K., Crane, P. K., Rhew, I., Gudmundsen, G., Stoep, A. V., Lyon, A., & McCauley, E. (2012). Measurement equivalence across racial/ethnic groups of the mood and feelings questionnaire for childhood depression. Journal of Abnormal Child Psychology, 40(3), 353–367.PubMedCentralCrossRefPubMed Banh, M. K., Crane, P. K., Rhew, I., Gudmundsen, G., Stoep, A. V., Lyon, A., & McCauley, E. (2012). Measurement equivalence across racial/ethnic groups of the mood and feelings questionnaire for childhood depression. Journal of Abnormal Child Psychology, 40(3), 353–367.PubMedCentralCrossRefPubMed
go back to reference Becker, E. M., & Jensen-Doss, A. (2013). Computer-assisted therapies: Examination of therapist-level barriers to their use. Behavior Therapy, 44(4), 614–624.CrossRefPubMed Becker, E. M., & Jensen-Doss, A. (2013). Computer-assisted therapies: Examination of therapist-level barriers to their use. Behavior Therapy, 44(4), 614–624.CrossRefPubMed
go back to reference Best, K. M., Hauser, S. T., Gralinski-Bakker, J. H., Allen, J. P., & Crowell, J. (2004). Adolescent psychiatric hospitalization and mortality, distress levels, and educational attainment: Follow up after 11 and 20 years. Archives of Pediatrics and Adolescent Medicine, 158(8), 749–752. doi:10.1001/archpedi.158.8.749.CrossRefPubMed Best, K. M., Hauser, S. T., Gralinski-Bakker, J. H., Allen, J. P., & Crowell, J. (2004). Adolescent psychiatric hospitalization and mortality, distress levels, and educational attainment: Follow up after 11 and 20 years. Archives of Pediatrics and Adolescent Medicine, 158(8), 749–752. doi:10.​1001/​archpedi.​158.​8.​749.CrossRefPubMed
go back to reference Bohanon, H., & Wu, M. J. (2011). Can prevention programs work together? An example of school-based mental health with prevention initiatives. Advances in School Mental Health Promotion, 4(4), 35–46.CrossRef Bohanon, H., & Wu, M. J. (2011). Can prevention programs work together? An example of school-based mental health with prevention initiatives. Advances in School Mental Health Promotion, 4(4), 35–46.CrossRef
go back to reference Box, G. E., & Draper, N. R. (1987). Empirical model-building and response surfaces. New York: Wiley. Box, G. E., & Draper, N. R. (1987). Empirical model-building and response surfaces. New York: Wiley.
go back to reference Bradshaw, C. P., Buckley, J., & Ialongo, N. (2008). School-based service utilization among urban children with early-onset educational and mental health problems: The squeaky wheel phenomenon. School Psychology Quarterly, 23(2), 169–186. doi:10.1037/1045-3830.23.2.169.CrossRef Bradshaw, C. P., Buckley, J., & Ialongo, N. (2008). School-based service utilization among urban children with early-onset educational and mental health problems: The squeaky wheel phenomenon. School Psychology Quarterly, 23(2), 169–186. doi:10.​1037/​1045-3830.​23.​2.​169.CrossRef
go back to reference Brener, N. D., Weist, M., Adelman, H., Taylor, L., & Vernon‐Smiley, M. (2007). Mental health and social services: Results from the school health policies and programs study 2006. Journal of School Health, 77(8), 486–499. Brener, N. D., Weist, M., Adelman, H., Taylor, L., & Vernon‐Smiley, M. (2007). Mental health and social services: Results from the school health policies and programs study 2006. Journal of School Health, 77(8), 486–499.
go back to reference Burns, T., White, I., Byford, S., Fiander, M., Creed, F., & Fahy, T. (2002). Exposure to case management: Relationships to patient characteristics and outcome: Report from the UK 700 trial. The British Journal of Psychiatry, 181(3), 236–241.CrossRefPubMed Burns, T., White, I., Byford, S., Fiander, M., Creed, F., & Fahy, T. (2002). Exposure to case management: Relationships to patient characteristics and outcome: Report from the UK 700 trial. The British Journal of Psychiatry, 181(3), 236–241.CrossRefPubMed
go back to reference Chartier, M., Vander Stoep, A., McCauley, E., Herting, J. R., Tracy, M., & Lymp, J. (2008). Passive versus active parental permission: Implications for the ability of school-based depression screening to reach youth at risk. Journal of School Health, 78(3), 157–164.PubMedCentralCrossRefPubMed Chartier, M., Vander Stoep, A., McCauley, E., Herting, J. R., Tracy, M., & Lymp, J. (2008). Passive versus active parental permission: Implications for the ability of school-based depression screening to reach youth at risk. Journal of School Health, 78(3), 157–164.PubMedCentralCrossRefPubMed
go back to reference Chorpita, B. F., Weisz, J. R., Daleiden, E. L., Schoenwald, S. K., Palinkas, L. A., Miranda, J., et al. (2013). Long-term outcomes for the Child STEPs randomized effectiveness trial: A comparison of modular and standard treatment designs with usual care. Journal of Consulting and Clinical Psychology, 81(6), 999.CrossRefPubMed Chorpita, B. F., Weisz, J. R., Daleiden, E. L., Schoenwald, S. K., Palinkas, L. A., Miranda, J., et al. (2013). Long-term outcomes for the Child STEPs randomized effectiveness trial: A comparison of modular and standard treatment designs with usual care. Journal of Consulting and Clinical Psychology, 81(6), 999.CrossRefPubMed
go back to reference Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009). Fostering implementation of health services research findings into practice: A consolidated framework for advancing implementation science. Implement Sci, 4(1), 50.PubMedCentralCrossRefPubMed Damschroder, L. J., Aron, D. C., Keith, R. E., Kirsh, S. R., Alexander, J. A., & Lowery, J. C. (2009). Fostering implementation of health services research findings into practice: A consolidated framework for advancing implementation science. Implement Sci, 4(1), 50.PubMedCentralCrossRefPubMed
go back to reference David-Ferdon, C., & Kaslow, N. J. (2008). Evidence-based psychosocial treatments for child and adolescent depression. Journal of Clinical Child & Adolescent Psychology, 37(1), 62–104.CrossRef David-Ferdon, C., & Kaslow, N. J. (2008). Evidence-based psychosocial treatments for child and adolescent depression. Journal of Clinical Child & Adolescent Psychology, 37(1), 62–104.CrossRef
go back to reference De Leo, D., & Heller, T. S. (2004). Who are the kids who self-harm? An Australian self-report school survey. Medical Journal of Australia, 181(3), 140–144.PubMed De Leo, D., & Heller, T. S. (2004). Who are the kids who self-harm? An Australian self-report school survey. Medical Journal of Australia, 181(3), 140–144.PubMed
go back to reference Dever, B. V., Raines, T. C., & Barclay, C. M. (2012). Chasing the unicorn: Practical implementation of universal screening for behavioral and emotional risk. School Psychology Forum: Research in Practice, 6(4), 108–118. Dever, B. V., Raines, T. C., & Barclay, C. M. (2012). Chasing the unicorn: Practical implementation of universal screening for behavioral and emotional risk. School Psychology Forum: Research in Practice, 6(4), 108–118.
go back to reference Dowdy, E., Ritchey, K., & Kamphaus, R. W. (2010). School-based screening: A population-based approach to inform and monitor children’s mental health needs. School Mental Health, 2(4), 166–176.PubMedCentralCrossRefPubMed Dowdy, E., Ritchey, K., & Kamphaus, R. W. (2010). School-based screening: A population-based approach to inform and monitor children’s mental health needs. School Mental Health, 2(4), 166–176.PubMedCentralCrossRefPubMed
go back to reference Dwyer, S. B., Nicholson, J. M., & Battistutta, D. (2006). Parent and teacher identification of children at risk of developing internalizing or externalizing mental health problems: A comparison of screening methods. Prevention Science, 7(4), 343–357.CrossRefPubMed Dwyer, S. B., Nicholson, J. M., & Battistutta, D. (2006). Parent and teacher identification of children at risk of developing internalizing or externalizing mental health problems: A comparison of screening methods. Prevention Science, 7(4), 343–357.CrossRefPubMed
go back to reference Eklund, K., & Dowdy, E. (2014). Screening for behavioral and emotional risk versus traditional school identification methods. School Mental Health, 6(1), 40–49.CrossRef Eklund, K., & Dowdy, E. (2014). Screening for behavioral and emotional risk versus traditional school identification methods. School Mental Health, 6(1), 40–49.CrossRef
go back to reference Fixsen, D. L., Naoom, S. F., Blase, K. A., Friedman, R. M., Friedman, R. M., & Wallace, F. (2005). Implementation research: A synthesis of the literature. Tampa, FL: University of South Florida, Louis de la Parte Florida Mental Health Institute, National Implementation Research Network. Fixsen, D. L., Naoom, S. F., Blase, K. A., Friedman, R. M., Friedman, R. M., & Wallace, F. (2005). Implementation research: A synthesis of the literature. Tampa, FL: University of South Florida, Louis de la Parte Florida Mental Health Institute, National Implementation Research Network.
go back to reference Flaspohler, P. D., Duffy, J., Wandersman, A., Stillman, L., & Maras, M. A. (2008). Unpacking prevention capacity: An intersection of research-to-practice models and community-centered models. American Journal of Community Psychology, 41(3–4), 182–196.CrossRefPubMed Flaspohler, P. D., Duffy, J., Wandersman, A., Stillman, L., & Maras, M. A. (2008). Unpacking prevention capacity: An intersection of research-to-practice models and community-centered models. American Journal of Community Psychology, 41(3–4), 182–196.CrossRefPubMed
go back to reference Flaspohler, P. D., Meehan, C., Maras, M. A., & Keller, K. E. (2012). Ready, willing, and able: Developing a support system to promote implementation of school-based prevention programs. American Journal of Community Psychology, 50(3–4), 428–444.CrossRefPubMed Flaspohler, P. D., Meehan, C., Maras, M. A., & Keller, K. E. (2012). Ready, willing, and able: Developing a support system to promote implementation of school-based prevention programs. American Journal of Community Psychology, 50(3–4), 428–444.CrossRefPubMed
go back to reference Forrester, J. W. (2009). Learning through system dynamics as preparation for the 21st century. Acton, MA: Creative Learning Exchange. Forrester, J. W. (2009). Learning through system dynamics as preparation for the 21st century. Acton, MA: Creative Learning Exchange.
go back to reference Foster, S., Rollefson, M., Doksum, T., Noonan, D., Robinson, G., & Teich, J. (2005). School Mental Health Services in the United States, 2002–2003. Substance Abuse and Mental Health Services Administration. DHHS Pub. No. SMA-05-4068. Rockville, MD. Foster, S., Rollefson, M., Doksum, T., Noonan, D., Robinson, G., & Teich, J. (2005). School Mental Health Services in the United States, 2002–2003. Substance Abuse and Mental Health Services Administration. DHHS Pub. No. SMA-05-4068. Rockville, MD.
go back to reference Fox, J. K., Halpern, L. F., & Forsyth, J. P. (2008). Mental health checkups for children and adolescents: A means to identify, prevent, and minimize suffering associated with anxiety and mood disorders. Clinical Psychology: Science and Practice, 15(3), 182–211. Fox, J. K., Halpern, L. F., & Forsyth, J. P. (2008). Mental health checkups for children and adolescents: A means to identify, prevent, and minimize suffering associated with anxiety and mood disorders. Clinical Psychology: Science and Practice, 15(3), 182–211.
go back to reference Green, J. G., McLaughlin, K. A., Alegría, M., Costello, E. J., Gruber, M. J., Hoagwood, K., et al. (2013). School mental health resources and adolescent mental health service use. Journal of the American Academy of Child & Adolescent Psychiatry, 52(5), 501–510.CrossRef Green, J. G., McLaughlin, K. A., Alegría, M., Costello, E. J., Gruber, M. J., Hoagwood, K., et al. (2013). School mental health resources and adolescent mental health service use. Journal of the American Academy of Child & Adolescent Psychiatry, 52(5), 501–510.CrossRef
go back to reference Henggeler, S. W., Melton, G. B., Brondino, M. J., Scherer, D. G., & Hanley, J. H. (1997). Multisystemic therapy with violent and chronic juvenile offenders and their families: The role of treatment fidelity in successful dissemination. Journal of Consulting and Clinical Psychology, 65(5), 821.CrossRefPubMed Henggeler, S. W., Melton, G. B., Brondino, M. J., Scherer, D. G., & Hanley, J. H. (1997). Multisystemic therapy with violent and chronic juvenile offenders and their families: The role of treatment fidelity in successful dissemination. Journal of Consulting and Clinical Psychology, 65(5), 821.CrossRefPubMed
go back to reference Hovmand, P. S. (2013). Community Based System Dynamics. New York: Springer. Hovmand, P. S. (2013). Community Based System Dynamics. New York: Springer.
go back to reference Individuals with Disabilities Improvement Education Act of 2004, Pub. L 101-476, 104 Stat. 1142, codified as amended at 20 U.S.C. § 1400. Individuals with Disabilities Improvement Education Act of 2004, Pub. L 101-476, 104 Stat. 1142, codified as amended at 20 U.S.C. § 1400.
go back to reference Kataoka, S. H., Zhang, L., & Wells, K. B. (2002). Unmet need for mental health care among US children: Variation by ethnicity and insurance status. American Journal of Psychiatry, 159(9), 1548–1555.CrossRefPubMed Kataoka, S. H., Zhang, L., & Wells, K. B. (2002). Unmet need for mental health care among US children: Variation by ethnicity and insurance status. American Journal of Psychiatry, 159(9), 1548–1555.CrossRefPubMed
go back to reference Kuo, E., Stoep, A. V., McCauley, E., & Kernic, M. A. (2009). Cost-effectiveness of a school-based emotional health screening program. Journal of School Health, 79(6), 277–285.PubMedCentralCrossRefPubMed Kuo, E., Stoep, A. V., McCauley, E., & Kernic, M. A. (2009). Cost-effectiveness of a school-based emotional health screening program. Journal of School Health, 79(6), 277–285.PubMedCentralCrossRefPubMed
go back to reference Levy, D. T., Mabry, P. L., Graham, A. L., Orleans, C. T., & Abrams, D. B. (2010). Exploring scenarios to dramatically reduce smoking prevalence: A simulation model of the three-part cessation process. American Journal of Public Health, 100(7), 1253–1259.PubMedCentralCrossRefPubMed Levy, D. T., Mabry, P. L., Graham, A. L., Orleans, C. T., & Abrams, D. B. (2010). Exploring scenarios to dramatically reduce smoking prevalence: A simulation model of the three-part cessation process. American Journal of Public Health, 100(7), 1253–1259.PubMedCentralCrossRefPubMed
go back to reference Lewinsohn, P. M., Rohde, P., & Seeley, J. R. (1998). Major depressive disorder in older adolescents: Prevalence, risk factors, and clinical implications. Clinical Psychology Review, 18(7), 765–794.CrossRefPubMed Lewinsohn, P. M., Rohde, P., & Seeley, J. R. (1998). Major depressive disorder in older adolescents: Prevalence, risk factors, and clinical implications. Clinical Psychology Review, 18(7), 765–794.CrossRefPubMed
go back to reference Lyon, A. R., Ludwig, K. A., Romano, E., Koltracht, J., Vander Stoep, A., & McCauley, E. (2014). Using modular psychotherapy in school mental health: Provider perspectives on intervention-setting fit. Journal of Clinical Child & Adolescent Psychology, 43, 890–901.CrossRef Lyon, A. R., Ludwig, K. A., Romano, E., Koltracht, J., Vander Stoep, A., & McCauley, E. (2014). Using modular psychotherapy in school mental health: Provider perspectives on intervention-setting fit. Journal of Clinical Child & Adolescent Psychology, 43, 890–901.CrossRef
go back to reference Lyon, A. R., Ludwig, K. A., Vander Stoep, A., Gudmundsen, G., & McCauley, E. (2013). Patterns and predictors of mental healthcare utilization in schools and other service sectors among adolescents at risk for depression. School Mental Health, 5(3), 155–165.CrossRef Lyon, A. R., Ludwig, K. A., Vander Stoep, A., Gudmundsen, G., & McCauley, E. (2013). Patterns and predictors of mental healthcare utilization in schools and other service sectors among adolescents at risk for depression. School Mental Health, 5(3), 155–165.CrossRef
go back to reference Maras, M., Thompson, A. M., Thornburg, K. R., Hawks, J. S., & Lewis, C. (in press). The transprofessional integration of behavior, academic, and social emotional learning. Journal of Educational & Psychological Counseling. Maras, M., Thompson, A. M., Thornburg, K. R., Hawks, J. S., & Lewis, C. (in press). The transprofessional integration of behavior, academic, and social emotional learning. Journal of Educational & Psychological Counseling.
go back to reference McCormick, E., Thompson, K., Vander Stoep, A., & McCauley, E. (2009). The case for school-based depression screening: Evidence from established programs. Report on Emotional and Behavioral Disorders in Youth, Fall, pp. 91–99. McCormick, E., Thompson, K., Vander Stoep, A., & McCauley, E. (2009). The case for school-based depression screening: Evidence from established programs. Report on Emotional and Behavioral Disorders in Youth, Fall, pp. 91–99.
go back to reference Meadows, D. H. (1999). Leverage points: Places to intervene is a system. Heartland, VT: The Sustainability Institute. Meadows, D. H. (1999). Leverage points: Places to intervene is a system. Heartland, VT: The Sustainability Institute.
go back to reference Merikangas, K. R., He, J., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., et al. (2010). Lifetime prevalence of mental disorders in U.S. adolescents: Results from the National Comorbidity Study-Adolescent Supplement (NCS-A). Journal of the American Academy of Child and Adolescent Psychiatry, 49(10), 980–989.PubMedCentralCrossRefPubMed Merikangas, K. R., He, J., Burstein, M., Swanson, S. A., Avenevoli, S., Cui, L., et al. (2010). Lifetime prevalence of mental disorders in U.S. adolescents: Results from the National Comorbidity Study-Adolescent Supplement (NCS-A). Journal of the American Academy of Child and Adolescent Psychiatry, 49(10), 980–989.PubMedCentralCrossRefPubMed
go back to reference Meyers, D. C., Durlak, J. A., & Wandersman, A. (2012). The quality implementation framework: A synthesis of critical steps in the implementation process. American Journal of Community Psychology, 50(3–4), 462–480.CrossRefPubMed Meyers, D. C., Durlak, J. A., & Wandersman, A. (2012). The quality implementation framework: A synthesis of critical steps in the implementation process. American Journal of Community Psychology, 50(3–4), 462–480.CrossRefPubMed
go back to reference Moor, S., Ann, M., Hester, M., Elisabeth, W. J., Robert, E., Robert, W., & Caroline, B. (2007). Improving the recognition of depression in adolescence: Can we teach the teachers? Journal of Adolescence, 30(1), 81–95.CrossRefPubMed Moor, S., Ann, M., Hester, M., Elisabeth, W. J., Robert, E., Robert, W., & Caroline, B. (2007). Improving the recognition of depression in adolescence: Can we teach the teachers? Journal of Adolescence, 30(1), 81–95.CrossRefPubMed
go back to reference Mufson, L., Dorta, K. P., Moreau, D., & Weissman, M. M. (2011). Interpersonal psychotherapy for depressed adolescents (2nd ed.). New York: Guilford. Mufson, L., Dorta, K. P., Moreau, D., & Weissman, M. M. (2011). Interpersonal psychotherapy for depressed adolescents (2nd ed.). New York: Guilford.
go back to reference Mufson, L. H., Dorta, K. P., Olfson, M., Weissman, M. M., & Hoagwood, K. (2004a). Effectiveness research: Transporting interpersonal psychotherapy for depressed adolescents (IPT-A) from the lab to school-based health clinics. Clinical Child and Family Psychology Review, 7(4), 251–261.CrossRefPubMed Mufson, L. H., Dorta, K. P., Olfson, M., Weissman, M. M., & Hoagwood, K. (2004a). Effectiveness research: Transporting interpersonal psychotherapy for depressed adolescents (IPT-A) from the lab to school-based health clinics. Clinical Child and Family Psychology Review, 7(4), 251–261.CrossRefPubMed
go back to reference Mufson, L., Dorta, K. P., Wickramaratne, P., Nomura, Y., Olfson, M., & Weissman, M. M. (2004b). A randomized effectiveness trial of interpersonal psychotherapy for depressed adolescents. Archives of General Psychiatry, 61(6), 577–584.CrossRefPubMed Mufson, L., Dorta, K. P., Wickramaratne, P., Nomura, Y., Olfson, M., & Weissman, M. M. (2004b). A randomized effectiveness trial of interpersonal psychotherapy for depressed adolescents. Archives of General Psychiatry, 61(6), 577–584.CrossRefPubMed
go back to reference Mufson, L., Weissman, M. M., Moreau, D., & Garfinkel, R. (1999). Efficacy of interpersonal psychotherapy for depressed adolescents. Archives of General Psychiatry, 56(6), 573–579.CrossRefPubMed Mufson, L., Weissman, M. M., Moreau, D., & Garfinkel, R. (1999). Efficacy of interpersonal psychotherapy for depressed adolescents. Archives of General Psychiatry, 56(6), 573–579.CrossRefPubMed
go back to reference New Freedom Commission on Mental Health. (2003). Achieving the Promise: Transforming Mental Health Care in America. Final Report. DHHS Pub. No. SMA-03-3832. Rockville, MD. New Freedom Commission on Mental Health. (2003). Achieving the Promise: Transforming Mental Health Care in America. Final Report. DHHS Pub. No. SMA-03-3832. Rockville, MD.
go back to reference Olmstead, T., Carroll, K. M., Canning-Ball, M., & Martino, S. (2011). Cost and cost-effectiveness of three strategies for training clinicians in motivational interviewing. Drug and Alcohol Dependence, 116(1), 195–202.PubMedCentralCrossRefPubMed Olmstead, T., Carroll, K. M., Canning-Ball, M., & Martino, S. (2011). Cost and cost-effectiveness of three strategies for training clinicians in motivational interviewing. Drug and Alcohol Dependence, 116(1), 195–202.PubMedCentralCrossRefPubMed
go back to reference Pullmann, M. D., Bruns, E. J., Daly, B. P., & Sander, M. A. (2013). Improving the evaluation and impact of mental health and other supportive school-based programmes on students’ academic outcomes. Advances in School Mental Health Promotion, 6(4), 226–230. Pullmann, M. D., Bruns, E. J., Daly, B. P., & Sander, M. A. (2013). Improving the evaluation and impact of mental health and other supportive school-based programmes on students’ academic outcomes. Advances in School Mental Health Promotion, 6(4), 226–230.
go back to reference Roderick, M. (2012). Drowning in data but thirsty for analysis. Teachers College Record, 114(11), 1–9. Roderick, M. (2012). Drowning in data but thirsty for analysis. Teachers College Record, 114(11), 1–9.
go back to reference Romer, D., & McIntosh, M. (2005). The role of primary care physicians in detection and treatment of adolescent mental health problems. In D. L. Evans & E. B. Foa (Eds.), Treating and preventing adolescent mental health disorders: What we know and what we don’t know (p. 579). New York: Oxford.CrossRef Romer, D., & McIntosh, M. (2005). The role of primary care physicians in detection and treatment of adolescent mental health problems. In D. L. Evans & E. B. Foa (Eds.), Treating and preventing adolescent mental health disorders: What we know and what we don’t know (p. 579). New York: Oxford.CrossRef
go back to reference Rosselló, J., & Bernal, G. (1999). The efficacy of cognitive-behavioral and interpersonal treatments for depression in Puerto Rican adolescents. Journal of Consulting and Clinical Psychology, 67(5), 734.CrossRefPubMed Rosselló, J., & Bernal, G. (1999). The efficacy of cognitive-behavioral and interpersonal treatments for depression in Puerto Rican adolescents. Journal of Consulting and Clinical Psychology, 67(5), 734.CrossRefPubMed
go back to reference Scott, M. A., Wilcox, H. C., Schonfeld, I. S., Davies, M., Hicks, R. C., Turner, J. B., & Shaffer, D. (2009). School-based screening to identify at-risk students not already known to school professionals: the Columbia suicide screen. American Journal of Public Health, 99(2), 334–339.PubMedCentralCrossRefPubMed Scott, M. A., Wilcox, H. C., Schonfeld, I. S., Davies, M., Hicks, R. C., Turner, J. B., & Shaffer, D. (2009). School-based screening to identify at-risk students not already known to school professionals: the Columbia suicide screen. American Journal of Public Health, 99(2), 334–339.PubMedCentralCrossRefPubMed
go back to reference Severson, H. H., Walker, H. M., Hope-Doolittle, J., Kratochwill, T. R., & Gresham, F. M. (2007). Proactive, early screening to detect behaviorally at-risk students: Issues, approaches, emerging innovations, and professional practices. Journal of School Psychology, 45, 193–223. doi:10.1016/j.jsp.2006.11.003.CrossRef Severson, H. H., Walker, H. M., Hope-Doolittle, J., Kratochwill, T. R., & Gresham, F. M. (2007). Proactive, early screening to detect behaviorally at-risk students: Issues, approaches, emerging innovations, and professional practices. Journal of School Psychology, 45, 193–223. doi:10.​1016/​j.​jsp.​2006.​11.​003.CrossRef
go back to reference Shaffer, D., Gould, M. S., Fisher, P., Trautman, P., Moreau, D., Kleinman, M., & Flory, M. (1996). Psychiatric diagnosis in child and adolescent suicide. Archives of General Psychiatry, 53(4), 339–348.CrossRefPubMed Shaffer, D., Gould, M. S., Fisher, P., Trautman, P., Moreau, D., Kleinman, M., & Flory, M. (1996). Psychiatric diagnosis in child and adolescent suicide. Archives of General Psychiatry, 53(4), 339–348.CrossRefPubMed
go back to reference Sterman, J. D. (2000). Business dynamics: Systems thinking and modeling for a complex world. Boston, MA: McGraw-Hill. Sterman, J. D. (2000). Business dynamics: Systems thinking and modeling for a complex world. Boston, MA: McGraw-Hill.
go back to reference Stirman, S. W., Kimberly, J., Cook, N., Calloway, A., Castro, F., & Charns, M. (2012). The sustainability of new programs and innovations: A review of the empirical literature and recommendations for future research. Implementation Science, 7(1), 1–19.CrossRef Stirman, S. W., Kimberly, J., Cook, N., Calloway, A., Castro, F., & Charns, M. (2012). The sustainability of new programs and innovations: A review of the empirical literature and recommendations for future research. Implementation Science, 7(1), 1–19.CrossRef
go back to reference Substance Abuse and Mental Health Services Administration, Office of Applied Studies. (2008). The NSDUH Report - Major depressive episode among youths aged 12 to 17 in the United States: 2004 to 2006. Rockville, MD: Substance Abuse and Mental Health Services Administration. Substance Abuse and Mental Health Services Administration, Office of Applied Studies. (2008). The NSDUH Report - Major depressive episode among youths aged 12 to 17 in the United States: 2004 to 2006. Rockville, MD: Substance Abuse and Mental Health Services Administration.
go back to reference Tobias, M. I., Cavana, R. Y., & Bloomfield, A. (2010). Application of a system dynamics model to inform investment in smoking cessation services in New Zealand. American Journal of Public Health, 100(7), 1274–1281.PubMedCentralCrossRefPubMed Tobias, M. I., Cavana, R. Y., & Bloomfield, A. (2010). Application of a system dynamics model to inform investment in smoking cessation services in New Zealand. American Journal of Public Health, 100(7), 1274–1281.PubMedCentralCrossRefPubMed
go back to reference U.S. Department of Education Office of Special Education and Rehabilitative Services. (2002). A new era: Revitalizing special education for children and their families. Washington, DC. U.S. Department of Education Office of Special Education and Rehabilitative Services. (2002). A new era: Revitalizing special education for children and their families. Washington, DC.
go back to reference U.S. Department of Health and Human Services. (1999). Mental health: A report of the surgeon general. Rockville, MD: U.S. Department of Health and Human Services, Substance Abuse and Mental Health Administration, Center for Mental Health Services, National Institutes of Health, National Institute of Mental Health. U.S. Department of Health and Human Services. (1999). Mental health: A report of the surgeon general. Rockville, MD: U.S. Department of Health and Human Services, Substance Abuse and Mental Health Administration, Center for Mental Health Services, National Institutes of Health, National Institute of Mental Health.
go back to reference U.S. Public Health Service. (2000). Report of the Surgeon General’s Conference on Children’s Mental Health: A National Action Agenda. Department of Health and Human Services, Washington, DC. Stock No. 017-024-01659-4 ISBN No. 0-16-050637-9. U.S. Public Health Service. (2000). Report of the Surgeon General’s Conference on Children’s Mental Health: A National Action Agenda. Department of Health and Human Services, Washington, DC. Stock No. 017-024-01659-4 ISBN No. 0-16-050637-9.
go back to reference Vander Stoep, A., McCauley, E., Thompson, K. A., Herting, J. R., Kuo, E. S., Stewart, D. G., et al. (2005). Universal emotional health screening at the middle school transition. Journal of Emotional and Behavioral Disorders, 13(4), 213–223.CrossRef Vander Stoep, A., McCauley, E., Thompson, K. A., Herting, J. R., Kuo, E. S., Stewart, D. G., et al. (2005). Universal emotional health screening at the middle school transition. Journal of Emotional and Behavioral Disorders, 13(4), 213–223.CrossRef
go back to reference Walker, B., Cheney, D., Stage, S., Blum, C., & Horner, R. H. (2005). Schoolwide screening and positive behavior supports identifying and supporting students at risk for school failure. Journal of Positive Behavior Interventions, 7(4), 194–204.CrossRef Walker, B., Cheney, D., Stage, S., Blum, C., & Horner, R. H. (2005). Schoolwide screening and positive behavior supports identifying and supporting students at risk for school failure. Journal of Positive Behavior Interventions, 7(4), 194–204.CrossRef
go back to reference Walker, S. C., Kerns, S. E., Lyon, A. R., Bruns, E. J., & Cosgrove, T. J. (2010). Impact of school-based health center use on academic outcomes. Journal of Adolescent Health, 46(3), 251–257.CrossRefPubMed Walker, S. C., Kerns, S. E., Lyon, A. R., Bruns, E. J., & Cosgrove, T. J. (2010). Impact of school-based health center use on academic outcomes. Journal of Adolescent Health, 46(3), 251–257.CrossRefPubMed
go back to reference Warren, K. (2004). Why has feedback systems thinking struggled to influence strategy and policy formulation? Suggestive evidence, explanations and solutions. Systems Research and Behavioral Science, 21(4), 331–347.CrossRef Warren, K. (2004). Why has feedback systems thinking struggled to influence strategy and policy formulation? Suggestive evidence, explanations and solutions. Systems Research and Behavioral Science, 21(4), 331–347.CrossRef
go back to reference Weersing, V. R., & Weisz, J. R. (2002). Community clinic treatment of depressed youth: Benchmarking usual care against CBT clinical trials. Journal of Consulting and Clinical Psychology, 70(2), 299.CrossRefPubMed Weersing, V. R., & Weisz, J. R. (2002). Community clinic treatment of depressed youth: Benchmarking usual care against CBT clinical trials. Journal of Consulting and Clinical Psychology, 70(2), 299.CrossRefPubMed
go back to reference Weist, M. D. (2008). Enhancing implementation quality. Advances in School Mental Health Promotion, 1(3), 2–5.CrossRef Weist, M. D. (2008). Enhancing implementation quality. Advances in School Mental Health Promotion, 1(3), 2–5.CrossRef
go back to reference Weist, M. D., Rubin, M., Moore, E., Adelsheim, S., & Wrobel, G. (2007). Mental health screening in schools. Journal of School Health, 77(2), 53–58.CrossRefPubMed Weist, M. D., Rubin, M., Moore, E., Adelsheim, S., & Wrobel, G. (2007). Mental health screening in schools. Journal of School Health, 77(2), 53–58.CrossRefPubMed
go back to reference Weisz, J. R., Chorpita, B. F., Palinkas, L. A., Schoenwald, S. K., Miranda, J., Bearman, S. K., et al. (2012). Testing standard and modular designs for psychotherapy treating depression, anxiety, and conduct problems in youth: A randomized effectiveness trial. Archives of General Psychiatry, 69(3), 274–282.CrossRefPubMed Weisz, J. R., Chorpita, B. F., Palinkas, L. A., Schoenwald, S. K., Miranda, J., Bearman, S. K., et al. (2012). Testing standard and modular designs for psychotherapy treating depression, anxiety, and conduct problems in youth: A randomized effectiveness trial. Archives of General Psychiatry, 69(3), 274–282.CrossRefPubMed
go back to reference Weisz, J. R., Jensen-Doss, A., & Hawley, K. M. (2006a). Evidence-based youth psychotherapies versus usual clinical care: A meta-analysis of direct comparisons. American Psychologist, 61(7), 671.CrossRefPubMed Weisz, J. R., Jensen-Doss, A., & Hawley, K. M. (2006a). Evidence-based youth psychotherapies versus usual clinical care: A meta-analysis of direct comparisons. American Psychologist, 61(7), 671.CrossRefPubMed
go back to reference Weisz, J. R., McCarty, C. A., & Valeri, S. M. (2006b). Effects of psychotherapy for depression in children and adolescents: A meta-analysis. Psychological Bulletin, 132(1), 132.PubMedCentralCrossRefPubMed Weisz, J. R., McCarty, C. A., & Valeri, S. M. (2006b). Effects of psychotherapy for depression in children and adolescents: A meta-analysis. Psychological Bulletin, 132(1), 132.PubMedCentralCrossRefPubMed
go back to reference Wilcox-Gok, V., DE Marcotte, Farahati, F., & Borkoski, C. (2004). Early onset depression and high school dropout. In D. Marcotte & V. Wilcox-Gok (Eds.), Research in human capital and development: The economics of gender and mental illness (Vol. 15, pp. 27–51). Amsterdam: Elsevier Science.CrossRef Wilcox-Gok, V., DE Marcotte, Farahati, F., & Borkoski, C. (2004). Early onset depression and high school dropout. In D. Marcotte & V. Wilcox-Gok (Eds.), Research in human capital and development: The economics of gender and mental illness (Vol. 15, pp. 27–51). Amsterdam: Elsevier Science.CrossRef
go back to reference Williams, S. B., O’Connor, E. A., Eder, M., & Whitlock, E. P. (2009). Screening for child and adolescent depression in primary care settings: a systematic evidence review for the US Preventive Services Task Force. Pediatrics, 123(4), e716–e735.CrossRefPubMed Williams, S. B., O’Connor, E. A., Eder, M., & Whitlock, E. P. (2009). Screening for child and adolescent depression in primary care settings: a systematic evidence review for the US Preventive Services Task Force. Pediatrics, 123(4), e716–e735.CrossRefPubMed
go back to reference Young, J. F., Mufson, L., & Davies, M. (2006). Efficacy of Interpersonal Psychotherapy‐Adolescent Skills Training: An indicated preventive intervention for depression. Journal of Child Psychology and Psychiatry, 47(12), 1254–1262. Young, J. F., Mufson, L., & Davies, M. (2006). Efficacy of Interpersonal Psychotherapy‐Adolescent Skills Training: An indicated preventive intervention for depression. Journal of Child Psychology and Psychiatry, 47(12), 1254–1262.
Metadata
Title
Modeling the Impact of School-Based Universal Depression Screening on Additional Service Capacity Needs: A System Dynamics Approach
Authors
Aaron R. Lyon
Melissa A. Maras
Christina M. Pate
Takeru Igusa
Ann Vander Stoep
Publication date
01-03-2016
Publisher
Springer US
Published in
Administration and Policy in Mental Health and Mental Health Services Research / Issue 2/2016
Print ISSN: 0894-587X
Electronic ISSN: 1573-3289
DOI
https://doi.org/10.1007/s10488-015-0628-y

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