Measuring trainer fidelity in the transfer of suicide prevention training
Open accessAbstract
Background: Finding effective and efficient models to train large numbers of suicide prevention interventionists, including ’hotline’ crisis counselors, is a high priority. Train-the-trainer (TTT) models are widely used but understudied. Aims: To assess the extent to which trainers following TTT delivered the Applied Suicide Intervention Skills Training (ASIST) program with fidelity, and to examine fidelity across two trainings and seven training segments. Method: We recorded and reliably rated trainer fidelity, defined as adherence to program content and competence of program delivery, for 34 newly trained ASIST trainers delivering the program to crisis center staff on two separate occasions. A total of 324 observations were coded. Trainer demographics were also collected. Results: On average, trainers delivered two-thirds of the program. Previous training was associated with lower levels of trainer adherence to the program. In all, 18% of trainers’ observations were rated as solidly competent. Trainers did not improve fidelity from their first to second training. Significantly higher fidelity was found for lectures and lower fidelity was found for interactive training activities including asking about suicide and creating a safe plan. Conclusions: We found wide variability in trainer fidelity to the ASIST program following TTT and few trainers had high levels of both adherence and competence. More research is needed to examine the cost-effectiveness of TTT models.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Across all modules, therapists delivered 86% of essential components and demonstrated capable skills (M = 3.2 out of 4), indicating sufficient adherence and predominantly capable competence.
“Across all modules, on average, therapists delivered 86% (12%) of essential components and demonstrated capable skills (M = 3.2 [0.4] out of 4), indicating sufficient adherence and predominantly capable competence (Cross et al., 2014).”
From Brief modular anxiety intervention for primary care: Hybrid I pilot randomized controlled trial of feasibility, acceptability, effectiveness, and implementation potential (2024) · cites this paper as Cross et al., 2014
The Abstract’s Results report that trainers delivered two-thirds of the program on average, not 86% of essential components. The Discussion says only 18% of trainer observations were rated solidly competent, contrary to the claim of predominantly capable competence. The paper studies trainers, not therapists; our copy does not report the claimed mean of 3.2 out of 4. (LLM, conf=0.90)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
(1998) · Cited by 36,049 · see citing works
Confirmatory factor analysis for applied research
Brown, T. A. (2007) · Choice Reviews Online · doi:10.5860/choice.44-2769 · Cited by 15,613 · see citing works
The Scree Test For The Number Of Factors
Cattell, R. B. (1966) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr0102_10 · Cited by 13,554 · see citing works
(2011) · Cited by 5,290 · see citing works
(2005) · Cited by 3,748 · see citing works
Structural Equation Modeling with Mplus: Basic Concepts, Applications, and Programming
Byrne, B. M. (2013) · doi:10.4324/9780203807644 · Cited by 2,063 · see citing works
LISREL Approaches to Interaction Effects in Multiple Regression
Alexander, W. P., Jaccard, J., & Wan, C. K. (1998) · Technometrics · doi:10.1080/00401706.1998.10485533 · Cited by 1,149 · see citing works
Beidas, R. S., & Kendall, P. C. (2010) · Clinical Psychology: Science and Practice · doi:10.1111/j.1468-2850.2009.01187.x · Cited by 1,085 · see citing works
McHugh, R. K., & Barlow, D. H. (2010) · American Psychologist · doi:10.1037/a0018121 · Cited by 909 · see citing works
LISREL Approaches to Interaction Effects in Multiple Regression
Jaccard, J. J., & Wan, C. K. (1996) · Sage eBooks · doi:10.4135/9781412984782 · Cited by 890 · see citing works
Testing the integrity of a psychotherapy protocol: Assessment of adherence and competence
Waltz, J., Addis, M. E., Koerner, K., & Jacobson, N. S. (1993) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.61.4.620 · Cited by 873 · see citing works
Sholomskas, D. E., Syracuse-Siewert, G., Rounsaville, B. J., Ball, S. A., Nuro, K. F., & Carroll, K. M. (2005) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.73.1.106 · Cited by 628 · see citing works
Enhancing adult motivation to learn : a comprehensive guide for teaching all adults
Wlodkowski, R. J. (2008) · Cited by 624 · see citing works
Toward the Effective and Efficient Measurement of Implementation Fidelity
Schoenwald, S. K., Garland, A. F., Chapman, J. E., Frazier, S. L., Sheidow, A. J., & Southam‐Gerow, M. A. (2010) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-010-0321-0 · Cited by 422 · see citing works
Carroll, K. M. (2000) · Drug and Alcohol Dependence · doi:10.1016/s0376-8716(99)00049-6 · Cited by 386 · see citing works
Caffarella, R. S. (1994) · Medical Entomology and Zoology · Cited by 364 · see citing works
Methodological considerations in the refinement of clinical assessment instruments.
Smith, G. T., & McCarthy, D. M. (1995) · Psychological Assessment · doi:10.1037/1040-3590.7.3.300 · Cited by 311 · see citing works
Hogue, A., Henderson, C. E., Dauber, S., Barajas, P. C., Fried, A., & Liddle, H. A. (2008) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.76.4.544 · Cited by 284 · see citing works
An evaluation of crisis hotline outcomes. Part 2: Suicidal callers
Gould, M. S., Kalafat, J., HarrisMunfakh, J. L., & Kleinman, M. (2007) · Suicide and Life-Threatening Behavior · doi:10.1521/suli.2007.37.3.338 · Cited by 278 · see citing works
Self-citationCross, W. F., Seaburn, D. B., Gibbs, D., Schmeelk‐Cone, K., White, A. M., & Caine, E. D. (2011) · The Journal of Primary Prevention · doi:10.1007/s10935-011-0250-z · Cited by 227 · see citing works
Self-citationImpact of Applied Suicide Intervention Skills Training on the National Suicide Prevention Lifeline
Gould, M. S., Cross, W. F., Pisani, A. R., Munfakh, J. L. H., & Kleinman, M. (2013) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12049 · Cited by 202 · see citing works
Self-citationHansen, W. B., Graham, J. W., Wolkenstein, B. H., & Rohrbach, L. A. (1991) · Journal of Studies on Alcohol · doi:10.15288/jsa.1991.52.568 · Cited by 179 · see citing works
Planning Programs for Adult Learners: A Practical Guide
Caffarella, R. S. (2013) · Cited by 178 · see citing works
An Evaluation of Crisis Hotline Outcomes Part 1: Nonsuicidal Crisis Callers
Kalafat, J. D., Gould, M. S., Munfakh, J. L. H., & Kleinman, M. (2007) · Suicide and Life-Threatening Behavior · doi:10.1521/suli.2007.37.3.322 · Cited by 177 · see citing works
Self-citationTherapist Competence and Outcome of Cognitive Therapy for Depression
Trepka, C., Rees, A., Shapiro, D. A., Hardy, G. E., & Barkham, M. (2004) · Cognitive Therapy and Research · doi:10.1023/b:cotr.0000021536.39173.66 · Cited by 134 · see citing works
King, R., Nurcombe, B., Bickman, L., Hides, L., & Reid, W. (2003) · Suicide and Life-Threatening Behavior · doi:10.1521/suli.33.4.400.25235 · Cited by 130 · see citing works
Lillehoj, C. J., Griffin, K. W., & Spoth, R. L. (2004) · Health Education & Behavior · doi:10.1177/1090198103260514 · Cited by 128 · see citing works
The assessment and management of suicide risk: state of workshop education
Pisani, A. R., Cross, W. F., & Gould, M. S. (2011) · Suicide and Life-Threatening Behavior · doi:10.1111/j.1943-278x.2011.00026.x · Cited by 102 · see citing works
Self-citationSustaining Fidelity Following the Nationwide PMTO™ Implementation in Norway
Forgatch, M. S., & DeGarmo, D. S. (2011) · Prevention Science · doi:10.1007/s11121-011-0225-6 · Cited by 99 · see citing works
Knoche, L. L., Sheridan, S. M., Edwards, C. P., & Osborn, A. Q. (2009) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2009.05.003 · Cited by 98 · see citing works
Examining implementer fidelity: conceptualising and measuring adherence and competence
Cross, W., & West, J. (2011) · Journal of Children's Services · doi:10.5042/jcs.2011.0123 · Cited by 93 · see citing works
Self-citationUsing performance feedback to enhance implementation fidelity of the problem-solving team process
Burns, M. K., Peters, R., & Noell, G. H. (2008) · Journal of School Psychology · doi:10.1016/j.jsp.2008.04.001 · Cited by 89 · see citing works
Callers’ Experiences of Contacting a National Suicide Prevention Helpline
Coveney, C., Pollock, K., Armstrong, S., & Moore, J. W. (2012) · Crisis · doi:10.1027/0227-5910/a000151 · Cited by 84 · see citing works
Memory and mind : a festschrift for Gordon H. Bower
Gluck, M. A., Anderson, J. R., & Kosslyn, S. M. (2007) · Psychology Press eBooks · Cited by 83 · see citing works
Psychosocial Care for Women Survivors of the Tsunami Disaster in India
Becker, S. M. (2009) · American Journal of Public Health · doi:10.2105/ajph.2008.146571 · Cited by 65 · see citing works
Evaluation of a Train-the-Trainer Program for Cultural Competence
Assemi, M., Mutha, S., & Hudmon, K. S. (2007) · American Journal of Pharmaceutical Education · doi:10.5688/aj7106110 · Cited by 55 · see citing works
Gelkopf, M., Ryan, P., Cotton, S. J., & Berger, R. (2008) · International Journal of Stress Management · doi:10.1037/1072-5245.15.2.117 · Cited by 45 · see citing works
Training addiction counselors to implement CBT for depression
Hepner, K. A., Hunter, S., Paddock, S., Zhou, A.-N., & Watkins, K. (2011) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-011-0359-7 · Cited by 36 · see citing works
Test of a Clinical Model of Drinking and Suicidal Risk
Conner, K. R., Gunzler, D. D., Tang, W., Tu, X. M., & Maisto, S. A. (2010) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2010.01322.x · Cited by 24 · see citing works
Self-citationCharacteristics of effective telephone counselling skills
Bobevski, I., Holgate, A. M., & McLennan, J. (1997) · British Journal of Guidance and Counselling · doi:10.1080/03069889700760211 · Cited by 24 · see citing works
Process Evaluation of a School-Based Intervention to Increase Physical Activity and Reduce Bullying
Bowes, D., Marquis, M., Young, W., Holowaty, P. H., & Isaac, W. W. (2008) · Health Promotion Practice · doi:10.1177/1524839907307886 · Cited by 24 · see citing works
Allen, E. S., Connelly, E. N., Morris, C. D., Elmer, P. J., & Zwickey, H. L. (2011) · EXPLORE · doi:10.1016/j.explore.2010.12.001 · Cited by 21 · see citing works
Characteristics of effective telephone counselling skills
Bobevski, I., Holgate, A. M., & McLennan, J. (1997) · British Journal of Guidance and Counselling · doi:10.1080/03069889708253805 · Cited by 21 · see citing works
Predicting Dissemination of a Disaster Mental Health “Train-the-Trainer” Program
Cross, W. F., Cerulli, C., Richards, H., He, H., & Herrmann, J. (2010) · Disaster Medicine and Public Health Preparedness · doi:10.1001/dmp.2010.6 · Cited by 19 · see citing works
Self-citationAssessing and Improving Bioterrorism Preparedness Among First Responders: A Pilot Study
Abatemarco, A., Beckley, J., Borjan, M., & Robson, M. G. (2007) · PubMed · doi:10.7282/t3f47mhb · Cited by 18 · see citing works
Byrne, M. K., Willis, A., Deane, F. P., Hawkins, B., & Quinn, R. (2010) · Journal of Evaluation in Clinical Practice · doi:10.1111/j.1365-2753.2009.01126.x · Cited by 13 · see citing works
Stirman, S. W., Miller, C. J., Toder, K., Calloway, A. L., Beck, A. T., Evans, A. C., & Crits-Christoph, P. F. (2012) · Depression Research and Treatment · doi:10.1155/2012/391084 · Cited by 12 · see citing works
Besculides, M. C., Trebino, L., & Nelson, H. (2011) · Health Education Journal · doi:10.1177/0017896911398982 · Cited by 6 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Byrne BM 2010 Structural Equation Modeling With Mplus New York: Routledge Taylor & Francis Group
- Pisani AR Cross WF Watts A Conner K 2012 Evaluation of the Commitment to Living (CTL) curriculum: A 3-hour training for mental health professionals to address suicide risk Crisis: The Journal of Crisis Intervention and Suicide Prevention 33 1 30 38 PMC3529124 21940243
Cited by
Sorted by citations
Impact of Applied Suicide Intervention Skills Training on the National Suicide Prevention Lifeline
Gould, M. S., Cross, W. F., Pisani, A. R., Munfakh, J. L. H., & Kleinman, M. (2013) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12049 · Cited by 202 · see citing works
Self-citationRamchand, R., Jaycox, L., Ebener, P., Gilbert, M., Barnes-Proby, D., & Goutam, P. (2017) · Crisis · doi:10.1027/0227-5910/a000401 · Cited by 48 · see citing works
Cross, W. F., West, J., Wyman, P. A., Schmeelk‐Cone, K., Xia, Y., Tu, X. M., Teisl, M., Brown, C. H., & Forgatch, M. S. (2014) · Prevention Science · doi:10.1007/s11121-014-0488-9 · Cited by 34 · see citing works
Self-citationWyman, P. A., Pisani, A. R., Brown, C. H., Yates, B., Morgan-DeVelder, L., Schmeelk‐Cone, K., Gibbons, R. D., Caine, E. D., Petrova, M., Neal‐Walden, T. A., et al. (2020) · JAMA Network Open · doi:10.1001/jamanetworkopen.2020.22532 · Cited by 32 · see citing works
Self-citationHawkes, R. E., Cameron, E., Miles, L. M., & French, D. (2021) · International Journal of Behavioral Medicine · doi:10.1007/s12529-021-09961-5 · Cited by 31 · see citing works
Miller, A. B., Oppenheimer, C. W., Glenn, C. R., & Yaros, A. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2022.3270 · Cited by 21 · see citing works
Measurement of primary care providers’ suicide prevention skills following didactic education
Cross, W. F., West, J. C., Crean, H. F., Rosenberg, E., LaVigne, T., & Caine, E. D. (2022) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.12827 · Cited by 18 · see citing works
Self-citationReading Will Make You Queer: Gender Inversion and Racial Leadership in Claude McKay’s Home to Harlem
Nero, C. I. (2013) · Palimpsest · doi:10.1353/pal.2013.0007 · Cited by 17 · see citing works
Scott, K., Klech, D., Lewis, C. C., & Simons, A. D. (2015) · Community Mental Health Journal · doi:10.1007/s10597-015-9876-2 · Cited by 14 · see citing works
Opportunities to intervene? “Warning signs” for suicide in the days before dying
Ramchand, R., Franklin, E., Thornton, E., Deland, S., & Rouse, J. C. (2017) · Death Studies · doi:10.1080/07481187.2017.1284956 · Cited by 13 · see citing works
Literary Ambition and the African American Novel
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457 · Cited by 12 · see citing works
Cross, W. F., Tian, C., Schmeelk‐Cone, K., Tu, X. M., Kleinman, M., & Gould, M. S. (2017) · Psychiatric Services · doi:10.1176/appi.ps.201600417 · Cited by 10 · see citing works
Self-citationPutri, A. K., McGrath, M. O., Batchelor, R., Ross, V. L., Krysinska, K. E., Hawgood, J. L., Kõlves, K., Reifels, L., Pirkis, J., & Andriessen, K. (2025) · BMC Public Health · doi:10.1186/s12889-025-21999-8 · Cited by 21 · see citing works
Donovan, S. J., Maggiulli, L., Aiello, J., Centeno, P. E. M., John, S., & Pisani, A. R. (2023) · Children and Youth Services Review · doi:10.1016/j.childyouth.2023.106852 · Cited by 10 · see citing works
Self-citationModernizing Training in Psychotherapy Competencies With Adaptive Learning Systems: Proof of Concept
Renn, B. N., Areán, P. A., Raue, P. J., Aisenberg, E., Friedman, E. C., & Popović, Z. (2020) · Research on Social Work Practice · doi:10.1177/1049731520964854 · Cited by 8 · see citing works
Jeffrey, N. K., Senn, C. Y., Hobden, K. L., Barata, P. C., McVey, G. L., Radtke, H. L., & Eliasziw, M. (2022) · Sexuality Research and Social Policy · doi:10.1007/s13178-022-00749-0 · Cited by 8 · see citing works
What is known about suicide prevention gatekeeper training and directions for future research
Spafford, S. G., Silverman, M. M., & Gutierrez, P. M. (2024) · Suicide and Life-Threatening Behavior · doi:10.1111/sltb.13130 · Cited by 5 · see citing works
Kemp, E., Aquino, M. R. J., Wilson, R., Vasiljevic, M., McBride, K., Robson, C. N., Faulkner, S., Loraine, M., Harland, J., Haighton, C., et al. (2024) · BMC Public Health · doi:10.1186/s12889-024-20774-5 · Cited by 4 · see citing works
Kopp-Bigault, C., Audouard-Marzin, Y., Scouarnec, P., Beauchamp, G., Séguin, M., & Walter, M. (2017) · L Encéphale · doi:10.1016/j.encep.2017.07.006 · Cited by 4 · see citing works
McCabe, L. A., Ruberti, M. R., & Endres, T. (2022) · Evaluation and Program Planning · doi:10.1016/j.evalprogplan.2022.102049 · Cited by 5 · see citing works
Shepardson, R. L., Weisberg, R. B., Wade, M., Maisto, S. A., & Funderburk, J. S. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.05.107 · Cited by 3 · see citing works
Prevention-Oriented Risk Formulation
Pisani, A. R., Murrie, D. C., Silverman, M. M., & Turner, K. A. (2022) · Springer eBooks · doi:10.1007/978-3-030-42003-1_13 · Cited by 3 · see citing works
Self-citationCross, W. F., McCarten, J. M., Funderburk, J. S., Crean, H. F., Lockman, J. D., Titus, C. E., & Pigeon, W. R. (2024) · Evaluation and Program Planning · doi:10.1016/j.evalprogplan.2024.102531 · Cited by 3 · see citing works
Self-citationGum, A. M., Jensen, C., Schonfeld, L. I., Conner, K. O., & Guerra, L. (2022) · Journal of Clinical Psychology in Medical Settings · doi:10.1007/s10880-022-09864-x · Cited by 2 · see citing works
“Literary to a Fault”: The Singular Triumph of Ralph Ellison
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457.008 · Cited by 1 · see citing works
A Case Study Evaluating the Fidelity of Suicide Prevention Workshops in California
Osilla, K. C., Barnes‐Proby, D., Gilbert, M., & Ramchand, R. (2014) · Rand health quarterly · doi:10.7249/rhq-04-03-11 · Cited by 1 · see citing works
The Worlds of Black Literary Modernism
Bell, K. (2015) · Cambridge University Press eBooks · doi:10.1017/cco9781316018729.006 · Cited by 1 · see citing works
Osilla, K. C., & Ramchand, R. (2015) · Journal of Community Medicine & Health Education · doi:10.4172/2161-0711.1000371 · Cited by 1 · see citing works
Monahan, M. F. (2018) · Digital Commons - University of South Florida (University of South Florida) · Cited by 1 · see citing works
Richard Wright’s Compromises: Radicalism and Celebrity as Paths to Literary Freedom
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457.007
Zora Neale Hurston and the Great Unwritten
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457.006
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457.003
Behr, J., Leidig, T., & Hennemann, T. (2020) · Journal für Psychologie · doi:10.30820/0942-2285-2019-2-6
Wallace Thurman’s Judgment and the Rush toward Modernism
Nowlin, M. E. (2019) · Cambridge University Press eBooks · doi:10.1017/9781108699457.005
Suicide Prevention in Healthcare Systems
Moutier, C. Y., Pisani, A. R., & Stahl, S. M. (2021) · Cambridge University Press eBooks · doi:10.1017/9781108564618.010
Self-citationPrevention-Oriented Risk Formulation
Pisani, A. R., Murrie, D. C., Silverman, M. M., & Turner, K. A. (2022) · Springer eBooks · doi:10.1007/978-3-030-41319-4_13-1
Self-citationAn Examination of Training Quality and Provider Outcomes Across Two Generations of Train-the-Trainer
Callaway, C. A., Varghese, J., Agnew, E. R., Sarfan, L. D., & Harvey, A. G. (2025) · Administration and Policy in Mental Health and Mental Health Services Research · doi:10.1007/s10488-025-01463-w
Shepardson, R. L., Johnson, E. M., Gass, J. C., Wade, M., & Funderburk, J. S. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2026.122217
Wyman, P. A., Pisani, A. R., Goode, C., Yates, B., Aarons, G., Wood, A., Morgan, N., Keller-Elliot, C., Stadnick, N., Matteson, A. A., et al. (2026) · Prevention Science · doi:10.1007/s11121-026-01993-1
Self-citation
- Authors
- Cross, W. F., Pisani, A. R., Schmeelk-Cone, K., Xia, Y., Tu, X., McMahon, M., Munfakh, J. L., & Gould, M. S.
- Affiliations
- University of Rochester Medicine (US)
- Department of Psychiatry, University of Rochester Medical Center (URMC), Rochester, NY, USA
- New York State Psychiatric Institute (US)
- Columbia University Irving Medical Center (US)
- Venue
- Crisis
- Publisher
- Hogrefe Publishing Group
- Published
- 2014-05-01
- Volume
- 35
- Issue
- 3
- Pages
- 202-212
- ISSN
- 0227-5910 (ISSN-L)
- 2151-2396
- PMC
- PMC4273242
- OpenAlex
- W2099389850
- Cited by
- 40
- References
- 48
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 4 · 2023: 1 · 2022: 7 · 2021: 2 · 2020: 3 · 2019: 6 · 2018: 1 · 2017: 3 · 2016: 1 · 2015: 4 · 2014: 2 · 2013: 2
- FWCI
- 3.93
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Crisis (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (5r01mh082537-02, 5t32mh020061-25, KL2TR000095)
- National Institute of Mental Health (T32 MH20061, R01 MH082537, R01MH082537-01A1, K23MH73615, T32-MH020061, K23MH073615, R25MH080916)
- National Center for Research Resources (KL2RR024136)
- National Center for Advancing Translational Sciences
- Topics
- Social Sciences › Psychology › Clinical Psychology › Suicide and Self-Harm Studies
- Social Sciences › Psychology › Applied Psychology › Human Resource Development and Performance Evaluation
- Social Sciences › Psychology › Social Psychology › Counseling Practices and Supervision
- Keywords
- trainer training, suicide prevention training, ASIS&T, program adherence, trainer competencies, cost-effectiveness
- MeSH terms
- Suicide Prevention, Crisis Intervention, Female, Humans, Male, Teaching
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review