Developing adaptive treatment strategies to address suicidal risk in college students: A pilot sequential, multiple assignment, randomized trial (SMART)
Open accessAbstract
This pilot study investigated the potential to utilize adaptive treatment strategies for treating moderate to severe suicidal risk among college students. This article will describe the unique study design and report on feasibility and acceptability findings. A 2-stage Sequential Multiple Assignment Randomized Trial (SMART) was conducted: In Stage 1, 62 suicidal college students were randomized to either a suicide-focused or a treatment-as-usual condition (4-8 weeks). Those deemed insufficient responders were re-randomized to one of two Stage 2 interventions-both suicide-focused but one comprehensive and multimodal and the other flexible and theoretically agnostic (4-16 additional weeks). Recruitment rates were high, treatment dropout levels were lower than expected for the setting, study dropouts were rare, and counselors were able to deliver suicide-focused approaches with fidelity. Treatment satisfaction was high among clients and moderately high among counselors. Findings from this pilot show that a SMART is highly feasible and acceptable to suicidal college students, counselors, and campuses.
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In the Pistorello et al. Phase 1 results, CAMS was significantly more effective than TAU in terms of the primary outcome of suicidal ideation and the secondary outcome of depression.
“Phase 1 results only were thus published showing that CAMS was significantly more effective than TAU in terms of the primary outcome of suicidal ideation and the secondary outcome of depression.”
From The use of CAMS and DBT to effectively treat patients who are suicidal (2024) · cites this paper as [32]
The Results section (Acceptability: Attendance, Treatment Attrition, and Sufficient Response; page unavailable) reports that Stage 1 treatment response did not differ significantly between CAMS and TAU (p=.44). The Discussion (Summary of Findings; page unavailable) says the pilot was not designed to examine relative efficacy. Our copy therefore does not report the claimed significant advantage on suicidal ideation and depression. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredIn an alternative moderator finding from the Pistorello et al. trial, in clients who were newer to suicidal ideation with no attempt history or borderline features, CAMS significantly decreased a secondary outcome measure of hopelessness compared to TAU.
“An alternative moderator finding was that, in clients who were “newer” to suicidal ideation with no attempt history or borderline features, CAMS significantly decreased a secondary outcome measure of hopelessness when compared to TAU.”
From The use of CAMS and DBT to effectively treat patients who are suicidal (2024) · cites this paper as [32]
The Method describes randomization to CAMS or TAU, and the Results report baseline hopelessness, attempt history, and borderline features. Neither those passages nor the Discussion’s summary of findings reports a moderator analysis or a significant reduction in hopelessness for the specified subgroup. Searches for the subgroup, moderator finding, and hopelessness outcome found no such result in our copy. (LLM, conf=0.72)
Experimental — accuracy not yet measured
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Cites
A General Inductive Approach for Analyzing Qualitative Evaluation Data
Thomas, D. R. (2006) · American Journal of Evaluation · doi:10.1177/1098214005283748 · Cited by 10,858 · see citing works
The measurement of pessimism: the hopelessness scale
Beck, A. T., Weissman, A., Lester, D., & Trexler, L. (1974) · Journal of Consulting and Clinical Psychology · doi:10.1037/h0037562 · Cited by 5,494 · see citing works
Risk factors for suicidal thoughts and behaviors: A meta-analysis of 50 years of research
Franklin, J. C., Ribeiro, J. D., Fox, K. R., Bentley, K. H., Kleiman, E. M., Huang, X., Musacchio, K. M., Jaroszewski, A. C., Chang, B. P., & Nock, M. K. (2017) · Psychological Bulletin · doi:10.1037/bul0000084 · Cited by 3,784 · see citing works
Assessment of suicidal intention: The Scale for Suicide Ideation.
Beck, A. T., Kovacs, M., & Weissman, A. (1979) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.47.2.343 · Cited by 3,419 · see citing works
The client satisfaction questionnaire
Attkisson, C. C., & Zwick, R. (1982) · Evaluation and Program Planning · doi:10.1016/0149-7189(82)90074-x · Cited by 1,743 · see citing works
Acceptance and commitment therapy.
Hayes, S. C., & Lillis, J. (2012) · American Psychological Association eBooks · doi:10.1037/17335-000 · Cited by 1,543 · see citing works
(2014) · Cited by 1,541 · see citing works
Risk factors for suicide in psychiatric outpatients: A 20-year prospective study.
Brown, G. K., Beck, A. T., Steer, R. A., & Grisham, J. R. (2000) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.68.3.371 · Cited by 1,317 · see citing works
Relationship between hopelessness and ultimate suicide: a replication with psychiatric outpatients
(1990) · American Journal of Psychiatry · doi:10.1176/ajp.147.2.190 · Cited by 1,120 · see citing works
Cognitive Therapy for the Prevention of Suicide Attempts: A Randomized Controlled Trial
Brown, G. K., Ten Have, T., Henriques, G. R., Xie, S. X., Hollander, J. E., & Beck, A. T. (2005) · JAMA · doi:10.1001/jama.294.5.563 · Cited by 1,045 · see citing works
Persistence of mental health problems and needs in a college student population
Zivin, K., Eisenberg, D., Gollust, S. E., & Golberstein, E. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2009.01.001 · Cited by 784 · see citing works
A "SMART" Design for Building Individualized Treatment Sequences
Lei, H., Nahum-Shani, I., Lynch, K., Oslin, D., & Murphy, S. A. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143152 · Cited by 557 · see citing works
Psychometric characteristics of the Scale for Suicide Ideation with psychiatric outpatients
Beck, A. T., Brown, G. K., & Steer, R. A. (1997) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(97)00073-9 · Cited by 538 · see citing works
Kisch, J., Leino, E. V., & Silverman, M. M. (2005) · Suicide and Life-Threatening Behavior · doi:10.1521/suli.35.1.3.59263 · Cited by 489 · see citing works
Kliem, S., Kröger, C., & Kosfelder, J. (2010) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0021015 · Cited by 474 · see citing works
Prediction of eventual suicide in psychiatric inpatients by clinical ratings of hopelessness
Beck, A. T., Brown, G., & Steer, R. A. (1989) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.57.2.309 · Cited by 448 · see citing works
Prediction of eventual suicide in psychiatric inpatients by clinical ratings of hopelessness.
Beck, A. T., Brown, G., & Steer, R. A. (1989) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.57.2.309 · Cited by 448 · see citing works
(2006) · Cited by 392 · see citing works
Rudd, M. D., Bryan, C. J., Wertenberger, E. G., Peterson, A. L., Young-McCaughan, S., Mintz, J., Williams, S. R., Arne, K. A., Breitbach, J., Delano, K., et al. (2015) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2014.14070843 · Cited by 384 · see citing works
Cognitive therapy for suicidal patients: Scientific and clinical applications.
Wenzel, A., Brown, G. K., & Beck, A. T. (2009) · doi:10.1037/11862-000 · Cited by 369 · see citing works
Properties of the urn randomization in clinical trials
Wei, L. J., & Lachin, J. M. (1988) · Controlled Clinical Trials · doi:10.1016/0197-2456(88)90048-7 · Cited by 308 · see citing works
Meta-Analysis and Systematic Review Assessing the Efficacy of Dialectical Behavior Therapy (DBT)
Panos, P. T., Jackson, J. W., Hasan, O., & Panos, A. (2014) · Research on Social Work Practice · doi:10.1177/1049731513503047 · Cited by 299 · see citing works
Trull, T. J. (1995) · Psychological Assessment · doi:10.1037/1040-3590.7.1.33 · Cited by 294 · see citing works
Jobes, D. A. (2012) · Suicide and Life-Threatening Behavior · doi:10.1111/j.1943-278x.2012.00119.x · Cited by 264 · see citing works
Dialectical behavior therapy (DBT) applied to college students: A randomized clinical trial.
Pistorello, J., Fruzzetti, A. E., MacLane, C., Gallop, R., & Iverson, K. M. (2012) · Journal of Consulting and Clinical Psychology · doi:10.1037/a0029096 · Cited by 227 · see citing works
Almirall, D., Compton, S. N., Gunlicks‐Stoessel, M., Duan, N., & Murphy, S. A. (2012) · Statistics in Medicine · doi:10.1002/sim.4512 · Cited by 223 · see citing works
DBT® skills training manual, 2nd ed.
Linehan, M. M. (2015) · Cited by 218 · see citing works
Comtois, K. A., Jobes, D. A., S. O'Connor, S., Atkins, D. C., Janis, K., E. Chessen, C., Landes, S. J., Holen, A., & Yuodelis-Flores, C. (2011) · Depression and Anxiety · doi:10.1002/da.20895 · Cited by 177 · see citing works
Cuijpers, P., de Beurs, D. P., van Spijker, B. A. J., Berking, M., Andersson, G., & Kerkhof, A. J. F. M. (2013) · Journal of Affective Disorders · doi:10.1016/j.jad.2012.06.025 · Cited by 176 · see citing works
Assessment and treatment of suicidal clients in a university counseling center.
Jobes, D. A., Jacoby, A. M., Cimbolic, P., & Hustead, L. A. T. (1997) · Journal of Counseling Psychology · doi:10.1037/0022-0167.44.4.368 · Cited by 165 · see citing works
Suicide prevention: an emerging priority for health care
Hogan, M. F., & Grumet, J. G. (2016) · Health Affairs · doi:10.1377/hlthaff.2015.1672 · Cited by 159 · see citing works
Development and Initial Validation of the Counseling Center Assessment of Psychological Symptoms–34
Locke, B. D., McAleavey, A. A., Zhao, Y., Lei, P., Hayes, J. A., Castonguay, L. G., Li, H., Tate, R., & Lin, Y.-C. (2012) · Measurement and Evaluation in Counseling and Development · doi:10.1177/0748175611432642 · Cited by 141 · see citing works
Andreasson, K., Krogh, J., Wenneberg, C., Jessen, H. K. L., Krakauer, K., Gluud, C., Thomsen, R. R., Randers, L., & Nordentoft, M. (2016) · Depression and Anxiety · doi:10.1002/da.22472 · Cited by 124 · see citing works
Jobes, D. A., Comtois, K. A., Gutierrez, P. M., Brenner, L. A., Huh, D., Chalker, S. A., Ruhe, G., Kerbrat, A. H., Atkins, D. C., Jennings, K., et al. (2017) · Psychiatry · doi:10.1080/00332747.2017.1354607 · Cited by 113 · see citing works
Collaborating to Prevent Suicide: A Clinical‐Research Perspective
Jobes, D. A. (2000) · Suicide and Life-Threatening Behavior · doi:10.1111/j.1943-278x.2000.tb01061.x · Cited by 89 · see citing works
A Pilot SMART for Developing an Adaptive Treatment Strategy for Adolescent Depression
Gunlicks‐Stoessel, M., Mufson, L. H., Westervelt, A., Almirall, D., & Murphy, S. A. (2015) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2015.1015133 · Cited by 77 · see citing works
Psychological approaches to suicide treatment and prevention
Jobes, D. A., Au, J. S., & Siegelman, A. (2015) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-015-0064-3 · Cited by 73 · see citing works
Gaynes, B. N., Rush, A. J., Trivedi, M. H., Wisniewski, S. R., Balasubramani, G. K., Spencer, D. C., Petersen, T., Klinkman, M. S., Warden, D., Schneider, R. K., et al. (2005) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2004.10.003 · Cited by 72 · see citing works
Jobes, D. A., Rudd, M. D., Overholser, J. C., & Joiner, T. E. (2008) · Professional Psychology Research and Practice · doi:10.1037/a0012896 · Cited by 66 · see citing works
The Challenge and the Promise of Clinical Suicidology
Jobes, D. A. (1995) · Suicide and Life-Threatening Behavior · doi:10.1111/j.1943-278x.1995.tb00237.x · Cited by 64 · see citing works
Understanding and Preventing College Student Suicide
Lamis, D. A., & Lester, D. (2011) · Cited by 58 · see citing works
Chugani, C. D., Ghali, M. N., & Brunner, J. (2013) · Journal of College Student Psychotherapy · doi:10.1080/87568225.2013.824337 · Cited by 58 · see citing works
Jobes, D. A., Kahn-Greene, E. T., Greene, J. A., & Goeke‐Morey, M. C. (2009) · Archives of Suicide Research · doi:10.1080/13811110902835080 · Cited by 57 · see citing works
Meaney-Tavares, R., & Hasking, P. (2013) · Journal of American College Health · doi:10.1080/07448481.2013.791827 · Cited by 54 · see citing works
Dixon–Gordon, K. L., Chapman, A. L., & Turner, B. J. (2015) · Journal of Experimental Psychopathology · doi:10.5127/jep.041714 · Cited by 41 · see citing works
Huh, D., Jobes, D. A., Comtois, K. A., Kerbrat, A. H., Chalker, S. A., Gutierrez, P. M., & Jennings, K. W. (2018) · Military Psychology · doi:10.1080/08995605.2018.1503001 · Cited by 37 · see citing works
Self-citationLarge, M. M. B., Ryan, C. J., Walsh, G., Stein‐Parbury, J., & Patfield, M. (2013) · Australasian Psychiatry · doi:10.1177/1039856213511277 · Cited by 34 · see citing works
Adaptive Interventions in Drug Court
Marlowe, D. B., Festinger, D. S., Arabia, P. L., Dugosh, K. L., Benasutti, K. M., Croft, J. R., & McKay, J. R. (2008) · Criminal Justice Review · doi:10.1177/0734016808320325 · Cited by 33 · see citing works
Chugani, C. D., & Landes, S. J. (2016) · Journal of College Student Psychotherapy · doi:10.1080/87568225.2016.1177429 · Cited by 26 · see citing works
Mental health care in the college community
Kay, J., & Schwartz, V. (2010) · Cited by 20 · see citing works
Mental Health Care in the College Community
(2010) · Wiley eBooks · doi:10.1002/9780470686836 · Cited by 16 · see citing works
Sherrill, J. T. (2016) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2016.1169539 · Cited by 11 · see citing works
Treating Suicidality in College Counseling Centers: A Response to Polychronis
Pistorello, J., Coyle, T. N., Locey, N. S., & Walloch, J. C. (2016) · Journal of College Student Psychotherapy · doi:10.1080/87568225.2016.1251829 · Cited by 8 · see citing works
Flagged first, then by citations
1 of the 54 references couldn’t be matched to a known paper.
Research works printed but not linked: 5
- Corona CD, (2017). A psychometric evaluation of the CAMS rating scale. The Catholic University of America, Washington, DC: Unpublished doctoral dissertation.
- Dixon-Gordon KL, Chapman AL, & Turner BJ (2015). A preliminary investigation of the specificity of effects of dialectical behavior therapy emotion regulation skills training. Journal of Experimental Psychopathology, 6(4), 369– 388.
- Guy W (1976). Clinical global impression scale. The ECDEU Assessment Manual for Psychopharmacology-Revised Volume DHEW Publ No ADM, 76(338), 218– 222.
- Lamis DA & Lester D (Eds.) (2011). Understanding and preventing college student suicide Springfield, IL: Charles.C. Thomas.
- Linehan MM (1993). Cognitive behavioral therapy of borderline personality disorder New York: Guilford Press.
Cited by
Sorted by citations
Psychosocial interventions for self-harm in adults
Hawton, K. E., Witt, K., Salisbury, T. T., Arensman, E., Gunnell, D., Hazell, P., Townsend, E., & van Heeringen, K. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd012189 · Cited by 314 · see citing works
Psychosocial interventions for self-harm in adults
Witt, K., Hetrick, S. E., Rajaram, G., Hazell, P., Salisbury, T. T., Townsend, E., & Hawton, K. E. (2021) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013668.pub2 · Cited by 134 · see citing works
Evidence-Based Interventions for Youth Suicide Risk
Busby, D. R., Hatkevich, C., McGuire, T. C., & King, C. A. (2020) · Current Psychiatry Reports · doi:10.1007/s11920-020-1129-6 · Cited by 59 · see citing works
A stepped care approach to clinical suicide prevention.
Jobes, D. A., Gregorian, M. J., & Colborn, V. A. (2018) · Psychological Services · doi:10.1037/ser0000229 · Cited by 59 · see citing works
Pistorello, J., Jobes, D. A., Gallop, R., Compton, S. N., Locey, N. S., Au, J. S., Noose, S. K., Walloch, J. C., Johnson, J., Young, M., et al. (2021) · Archives of Suicide Research · doi:10.1080/13811118.2020.1749742 · Cited by 46 · see citing works
Jobes, D. A. (2017) · Practice Innovations · doi:10.1037/pri0000054 · Cited by 38 · see citing works
Self-citationHuh, D., Jobes, D. A., Comtois, K. A., Kerbrat, A. H., Chalker, S. A., Gutierrez, P. M., & Jennings, K. W. (2018) · Military Psychology · doi:10.1080/08995605.2018.1503001 · Cited by 37 · see citing works
Self-citationBigirumurame, T., Uwimpuhwe, G., & Wason, J. M. S. (2021) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2021.11.007 · Cited by 29 · see citing works
Adrian, M. C., Blossom, J. B., Chu, P. V., Jobes, D. A., & McCauley, E. (2021) · Practice Innovations · doi:10.1037/pri0000156 · Cited by 16 · see citing works
Prevention of self-harm and suicide in young people up to the age of 25 in education settings
Sharma, V., Marshall, D., Fortune, S., Prescott, A. E., Boggiss, A., Macleod, E., Mitchell, C., Clarke, A., Robinson, J., Witt, K. G., et al. (2024) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013844.pub2 · Cited by 11 · see citing works
The use of CAMS and DBT to effectively treat patients who are suicidal
Jobes, D. A., & Rizvi, S. L. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1354430 · Cited by 8 · see citing works
Klonoff-Cohen, H. S., Cohen, A., Gobin, R. L., Polavarapu, M., Allen, R., Reddy, S., & Vuyyuru, C. (2024) · Chronic Stress · doi:10.1177/24705470241259939 · Cited by 8 · see citing works
The Content of Patient-Identified Suicidal Drivers within CAMS Treatment Planning
Lynch, T., Colborn, V. A., & Jobes, D. A. (2022) · Archives of Suicide Research · doi:10.1080/13811118.2022.2151958 · Cited by 8 · see citing works
Borderline and schizotypal traits in college students: Relationship and personality profiles
Chabrol, H., Bronchain, J., Debbané, M., Chassagne, J., & Raynal, P. (2020) · Bulletin of the Menninger Clinic · doi:10.1521/bumc.2020.84.4.299 · Cited by 6 · see citing works
Kassing, F., Seeley, J. R., Rizvi, S. L., Compton, S. N., Sinclair, J. S., Oshin, L. A., Blalock, K., Jobes, D. A., Crumlish, J. A., Stadelman, S., et al. (2024) · Psychotherapy Research · doi:10.1080/10503307.2024.2415104 · Cited by 6 · see citing works
Optimal allocation to treatments in a sequential multiple assignment randomized trial
Morciano, A., & Moerbeek, M. (2021) · Statistical Methods in Medical Research · doi:10.1177/09622802211037066 · Cited by 3 · see citing works
Multiphase Optimization Strategy (MOST)
Goldstein, C. M., & Kugler, K. C. (2019) · Springer eBooks · doi:10.1007/978-1-4614-6439-6_101966-1 · Cited by 3 · see citing works
Freeman, N. L. B., Browder, S. E., Rowland, B., Jones, E. P., Hoch, M., Kim, A., Zhou, C. W., Kahkoska, A. R., McGinigle, K. L., Ivanova, A., et al. (2025) · medRxiv · doi:10.1101/2025.06.06.25329149 · Cited by 2 · see citing works
Treatment fidelity of a randomized controlled trial for suicidal risk
Chalker, S. A., Gallop, R., Jobes, D. A., Au, J. S., & Pistorello, J. (2022) · Journal of Contemporary Psychotherapy · doi:10.1007/s10879-021-09528-1 · Cited by 1 · see citing works
Blalock, K., Pistorello, J., Rizvi, S. L., Seeley, J. R., Kassing, F., Sinclair, J. S., Oshin, L. A., Gallop, R., Fry, C. M., Snyderman, T., et al. (2025) · JMIR Research Protocols · doi:10.2196/68441 · Cited by 2 · see citing works
Camp, J., Bodea, M., Skerven, K., Papoulias, C., Swales, M. A., & Smith, P. (2026) · The Cognitive Behaviour Therapist · doi:10.1017/s1754470x26100695 · Cited by 1 · see citing works
Egesa, I. J., Bonnett, L. J., Emsley, R., Marson, A. G., & Smith, C. T. (2025) · Clinical Trials · doi:10.1177/17407745251385535 · Cited by 1 · see citing works
Santel, M., Beblo, T., Leygraf, J., & Drießen, M. (2021) · PPmP - Psychotherapie · Psychosomatik · Medizinische Psychologie · doi:10.1055/a-1524-3060 · Cited by 1 · see citing works
Multiphase Optimization Strategy (MOST)
Goldstein, C. M., & Kugler, K. C. (2020) · Springer eBooks · doi:10.1007/978-3-030-39903-0_101966 · Cited by 1 · see citing works
Oil and Water: Why the Legal Risk Paradigm Conflicts with Good Therapy
Sidman, K., & Jacques, J. G. (2023) · Springer eBooks · doi:10.1007/978-3-031-45206-2_12
Interventions to Reduce the Development of Suicidal Ideations in College Students
Karizma, T., Sriati, A., & Nurhakim, F. (2023) · Jurnal Keperawatan Silampari · doi:10.31539/jks.v7i1.6592
Au, J. S., Degnan, K. A., O’Connor, S. S., & Jobes, D. A. (2025) · Journal of Contemporary Psychotherapy · doi:10.1007/s10879-025-09691-9
Horii, R. I., Rothman, A. J., Vock, D. M., Joseph, A. M., Branson, M., Melzer, A. C., Begnaud, A., & Fu, S. S. (2026) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntag021
Brown, L. A., Tran, J. T., Gallop, R., Webster, J. L., Wolfe, J., Kautz, M. M., Zhu, Y., Arcomano, A. C., Nathan, J. B., Mayinja, L. S., et al. (2026) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.70101
- Authors
- Pistorello, J., Jobes, D. A., Compton, S. N., Locey, N. S., Walloch, J. C., Gallop, R., Au, J. S., Noose, S. K., Young, M., Johnson, J., Dickens, Y., Chatham, P., Jeffcoat, T., Dalto, G., & Goswami, S.
- Affiliations
- University of Nevada, Reno (US)
- Catholic University of America (US)
- Duke University (US)
- West Chester University (US)
- Saint Louis University (US)
- Corresponding author
- Pistorello, Jacqueline
- ORCID
- Venue
- Archives of Suicide Research
- Publisher
- Informa UK Limited
- Published
- 2018-02-12
- Volume
- 22
- Issue
- 4
- Pages
- 644-664
- ISSN
- 1381-1118 (ISSN-L)
- 1543-6136
- PMC
- PMC6125229
- OpenAlex
- W2773460290
- Cited by
- 29
- References
- 54
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 4 · 2023: 2 · 2022: 1 · 2021: 6 · 2020: 4 · 2019: 1 · 2018: 2 · 2017: 1 · 2016: 1
- FWCI
- 2.71
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Archives of Suicide Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute of Mental Health (R34MH104714)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- suicide risk, university students, adaptive therapy, sequential multiple assignment randomized trial, treatment acceptability, treatment feasibility, treatment discontinuation, treatment satisfaction, university mental health services
- MeSH terms
- Help-Seeking Behavior, Suicide Prevention, Adaptation, Psychological, Adolescent, Female, Humans, Male, Pilot Projects, Psychological Techniques, Risk Factors, Students, Suicide, Cognitive Behavioral Therapy, Self-Injurious Behavior, Treatment Outcome, Risk Assessment, Suicidal Ideation
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