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Published in: Trials 1/2022

Open Access 01-12-2022 | Mood Disorders | Study protocol

Study protocol for pragmatic trials of Internet-delivered guided and unguided cognitive behavior therapy for treating depression and anxiety in university students of two Latin American countries: the Yo Puedo Sentirme Bien study

Authors: Corina Benjet, Ronald C. Kessler, Alan E. Kazdin, Pim Cuijpers, Yesica Albor, Nayib Carrasco Tapias, Carlos C. Contreras-Ibáñez, Ma Socorro Durán González, Sarah M. Gildea, Noé González, José Benjamín Guerrero López, Alex Luedtke, Maria Elena Medina-Mora, Jorge Palacios, Derek Richards, Alicia Salamanca-Sanabria, Nancy A. Sampson

Published in: Trials | Issue 1/2022

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Abstract

Background

Major depressive disorder (MDD) and generalized anxiety disorder (GAD) are highly prevalent among university students and predict impaired college performance and later life role functioning. Yet most students do not receive treatment, especially in low-middle-income countries (LMICs). We aim to evaluate the effects of expanding treatment using scalable and inexpensive Internet-delivered transdiagnostic cognitive behavioral therapy (iCBT) among college students with symptoms of MDD and/or GAD in two LMICs in Latin America (Colombia and Mexico) and to investigate the feasibility of creating a precision treatment rule (PTR) to predict for whom iCBT is most effective.

Methods

We will first carry out a multi-site randomized pragmatic clinical trial (N = 1500) of students seeking treatment at student mental health clinics in participating universities or responding to an email offering services. Students on wait lists for clinic services will be randomized to unguided iCBT (33%), guided iCBT (33%), and treatment as usual (TAU) (33%). iCBT will be provided immediately whereas TAU will be whenever a clinic appointment is available. Short-term aggregate effects will be assessed at 90 days and longer-term effects 12 months after randomization. We will use ensemble machine learning to predict heterogeneity of treatment effects of unguided versus guided iCBT versus TAU and develop a precision treatment rule (PTR) to optimize individual student outcome. We will then conduct a second and third trial with separate samples (n = 500 per arm), but with unequal allocation across two arms: 25% will be assigned to the treatment determined to yield optimal outcomes based on the PTR developed in the first trial (PTR for optimal short-term outcomes for Trial 2 and 12-month outcomes for Trial 3), whereas the remaining 75% will be assigned with equal allocation across all three treatment arms.

Discussion

By collecting comprehensive baseline characteristics to evaluate heterogeneity of treatment effects, we will provide valuable and innovative information to optimize treatment effects and guide university mental health treatment planning. Such an effort could have enormous public-health implications for the region by increasing the reach of treatment, decreasing unmet need and clinic wait times, and serving as a model of evidence-based intervention planning and implementation.

Trial status

IRB Approval of Protocol Version 1.0; June 3, 2020. Recruitment began on March 1, 2021. Recruitment is tentatively scheduled to be completed on May 30, 2024.

Trial registration

ClinicalTrials.​govNCT04780542. First submission date: February 28, 2021.
Literature
3.
go back to reference Auerbach RP, Mortier P, Bruffaerts R, Alonso J, Benjet C, Cuijpers P, et al. Mental disorder comorbidity and suicidal thoughts and behaviors in the World Health Organization World Mental Health Surveys International College Student initiative. Int J Methods Psychiatr Res. 2019;28(2):e1752. https://doi.org/10.1002/mpr.1752.CrossRefPubMed Auerbach RP, Mortier P, Bruffaerts R, Alonso J, Benjet C, Cuijpers P, et al. Mental disorder comorbidity and suicidal thoughts and behaviors in the World Health Organization World Mental Health Surveys International College Student initiative. Int J Methods Psychiatr Res. 2019;28(2):e1752. https://​doi.​org/​10.​1002/​mpr.​1752.CrossRefPubMed
4.
go back to reference Alonso J, Vilagut G, Mortier P, Auerbach RP, Bruffaerts R, Cuijpers P, et al. The role impairment associated with mental disorder risk profiles in the WHO World Mental Health International College Student Initiative. Int J Methods Psychiatr Res. 2019;28(2):e1750. https://doi.org/10.1002/mpr.1750.CrossRefPubMed Alonso J, Vilagut G, Mortier P, Auerbach RP, Bruffaerts R, Cuijpers P, et al. The role impairment associated with mental disorder risk profiles in the WHO World Mental Health International College Student Initiative. Int J Methods Psychiatr Res. 2019;28(2):e1750. https://​doi.​org/​10.​1002/​mpr.​1750.CrossRefPubMed
19.
go back to reference Palacios JE, Richards D, Palmer R, Coudray C, Hofmann SG, Palmieri PA, et al. Supported internet-delivered cognitive behavioral therapy programs for depression, anxiety, and stress in university students: Open, non-randomised trial of acceptability, effectiveness, and satisfaction. JMIR Ment Health. 2018;5(4):e11467. https://doi.org/10.2196/11467.CrossRefPubMedPubMedCentral Palacios JE, Richards D, Palmer R, Coudray C, Hofmann SG, Palmieri PA, et al. Supported internet-delivered cognitive behavioral therapy programs for depression, anxiety, and stress in university students: Open, non-randomised trial of acceptability, effectiveness, and satisfaction. JMIR Ment Health. 2018;5(4):e11467. https://​doi.​org/​10.​2196/​11467.CrossRefPubMedPubMedCentral
25.
go back to reference Salamanca-Sanabria A, Richards D, Timulak L, Connell S, Mojica-Perilla M, Parra-Villa Y, et al. A culturally adapted cognitive behavioral internet-delivered intervention for depressive symptoms: randomized controlled trial. JMIR Ment Health. 2020;6(12):1–20. https://doi.org/10.2196/13392.CrossRef Salamanca-Sanabria A, Richards D, Timulak L, Connell S, Mojica-Perilla M, Parra-Villa Y, et al. A culturally adapted cognitive behavioral internet-delivered intervention for depressive symptoms: randomized controlled trial. JMIR Ment Health. 2020;6(12):1–20. https://​doi.​org/​10.​2196/​13392.CrossRef
43.
go back to reference Bo Borghouts J, Eikey E, Mark G, De Leon C, Schueller SM, Schneider M, et al. Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review. J Med Internet Res. 2021;23(3):e24387. https://doi.org/10.2196/24387.CrossRef Bo Borghouts J, Eikey E, Mark G, De Leon C, Schueller SM, Schneider M, et al. Barriers to and facilitators of user engagement with digital mental health interventions: Systematic review. J Med Internet Res. 2021;23(3):e24387. https://​doi.​org/​10.​2196/​24387.CrossRef
50.
go back to reference Sheehan DV, Mancini M, Wang J, Berggren L, Cao H, Dueñas HJ, et al. Assessment of functional outcomes by Sheehan Disability Scale in patients with major depressive disorder treated with duloxetine versus selective serotonin reuptake inhibitors. Hum Psychopharmacol. 2016;31(1):53–63. https://doi.org/10.1002/hup.2500.CrossRefPubMed Sheehan DV, Mancini M, Wang J, Berggren L, Cao H, Dueñas HJ, et al. Assessment of functional outcomes by Sheehan Disability Scale in patients with major depressive disorder treated with duloxetine versus selective serotonin reuptake inhibitors. Hum Psychopharmacol. 2016;31(1):53–63. https://​doi.​org/​10.​1002/​hup.​2500.CrossRefPubMed
52.
go back to reference Kessler RC, Santiago PN, Colpe LJ, Dempsey CL, First MB, Heeringa SG, et al. Clinical reappraisal of the composite international diagnostic interview screening scales (CIDI-SC) in the army study to assess risk and resilience in servicemembers (army STARRS): Clinical reappraisal of the CIDI-SC in army STARRS. Int J Methods Psychiatr Res. 2013;22(4):303–21. https://doi.org/10.1002/mpr.1398.CrossRefPubMedPubMedCentral Kessler RC, Santiago PN, Colpe LJ, Dempsey CL, First MB, Heeringa SG, et al. Clinical reappraisal of the composite international diagnostic interview screening scales (CIDI-SC) in the army study to assess risk and resilience in servicemembers (army STARRS): Clinical reappraisal of the CIDI-SC in army STARRS. Int J Methods Psychiatr Res. 2013;22(4):303–21. https://​doi.​org/​10.​1002/​mpr.​1398.CrossRefPubMedPubMedCentral
53.
go back to reference American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders: DSM-5 (5th ed.). Arlington: American Psychiatric Association; 2013.CrossRef American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders: DSM-5 (5th ed.). Arlington: American Psychiatric Association; 2013.CrossRef
69.
go back to reference Kessler RC, Ustün TB. The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI). Int J Methods Psychiatr Res. 2004;13(2):93–121. doi: 0.1002/mpr.168 Kessler RC, Ustün TB. The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI). Int J Methods Psychiatr Res. 2004;13(2):93–121. doi: 0.1002/mpr.168
71.
go back to reference Kessler RC, Hamilton L, Mickelson KD, Walters EE, Zhao S. Age and depression in the MIDUS survey. In: Brim OG, Ryff CD, Kessler RC, editors. How healthy are we? A national study of well-being at midlife. Chicago: University of Chicago Press; 2003. p. 227–51. Kessler RC, Hamilton L, Mickelson KD, Walters EE, Zhao S. Age and depression in the MIDUS survey. In: Brim OG, Ryff CD, Kessler RC, editors. How healthy are we? A national study of well-being at midlife. Chicago: University of Chicago Press; 2003. p. 227–51.
74.
go back to reference Kelly PJ, Kyngdon F, Ingram I, Deane FP, Baker AL, Osborne BA. The Client Satisfaction Questionnaire-8: psychometric properties in a cross-sectional survey of people attending residential substance abuse treatment: Client satisfaction in residential treatment. Drug Alcohol Rev. 2018;37(1):79–86. https://doi.org/10.1111/dar.12522.CrossRefPubMed Kelly PJ, Kyngdon F, Ingram I, Deane FP, Baker AL, Osborne BA. The Client Satisfaction Questionnaire-8: psychometric properties in a cross-sectional survey of people attending residential substance abuse treatment: Client satisfaction in residential treatment. Drug Alcohol Rev. 2018;37(1):79–86. https://​doi.​org/​10.​1111/​dar.​12522.CrossRefPubMed
77.
go back to reference Wooldridge JM. Econometric analysis of cross section and panel data. Cambridge: MIT Press; 2002. Wooldridge JM. Econometric analysis of cross section and panel data. Cambridge: MIT Press; 2002.
86.
go back to reference Stroup WW. Generalized linear mixed models: modern concepts, methods and applications. Boca Raton: CRC Press; 2013. Stroup WW. Generalized linear mixed models: modern concepts, methods and applications. Boca Raton: CRC Press; 2013.
90.
go back to reference Kessler RC, Bernecker SL, Bossarte RM, Luedtke AR, McCarthy JF, Nock MK, et al. The role of big data analytics in predicting suicide. In: Passos IC, Mwangi B, Kapczinski F, editors. Personalized Psychiatry: Big Data Analytics in Mental Health. Cham, Switzerland: Springer Nature Switzerland; 2019. p. 77–98. https://doi.org/10.1007/978-3-030-03553-2_5.CrossRef Kessler RC, Bernecker SL, Bossarte RM, Luedtke AR, McCarthy JF, Nock MK, et al. The role of big data analytics in predicting suicide. In: Passos IC, Mwangi B, Kapczinski F, editors. Personalized Psychiatry: Big Data Analytics in Mental Health. Cham, Switzerland: Springer Nature Switzerland; 2019. p. 77–98. https://​doi.​org/​10.​1007/​978-3-030-03553-2_​5.CrossRef
96.
go back to reference van Der Laan MJ, Rubin D. Targeted maximum likelihood learning. Int J Biostat. 2006;2(1): doi: 10.2202/1557-4679.1043. van Der Laan MJ, Rubin D. Targeted maximum likelihood learning. Int J Biostat. 2006;2(1): doi: 10.2202/1557-4679.1043.
97.
go back to reference Boutron I, Altman DG, Moher D, Schulz KF, Ravaud P, for the CONSORT NPT Group. CONSORT statement for randomized trials of nonpharmacologic treatments: A 2017 update and a CONSORT extension for nonpharmacologic trial abstracts. Ann Intern Med. 2017;167(1):40. https://doi.org/10.7326/M17-0046.CrossRefPubMed Boutron I, Altman DG, Moher D, Schulz KF, Ravaud P, for the CONSORT NPT Group. CONSORT statement for randomized trials of nonpharmacologic treatments: A 2017 update and a CONSORT extension for nonpharmacologic trial abstracts. Ann Intern Med. 2017;167(1):40. https://​doi.​org/​10.​7326/​M17-0046.CrossRefPubMed
Metadata
Title
Study protocol for pragmatic trials of Internet-delivered guided and unguided cognitive behavior therapy for treating depression and anxiety in university students of two Latin American countries: the Yo Puedo Sentirme Bien study
Authors
Corina Benjet
Ronald C. Kessler
Alan E. Kazdin
Pim Cuijpers
Yesica Albor
Nayib Carrasco Tapias
Carlos C. Contreras-Ibáñez
Ma Socorro Durán González
Sarah M. Gildea
Noé González
José Benjamín Guerrero López
Alex Luedtke
Maria Elena Medina-Mora
Jorge Palacios
Derek Richards
Alicia Salamanca-Sanabria
Nancy A. Sampson
Publication date
01-12-2022
Publisher
BioMed Central
Published in
Trials / Issue 1/2022
Electronic ISSN: 1745-6215
DOI
https://doi.org/10.1186/s13063-022-06255-3

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