The efficiency model of support and the creation of digital apothecaries.
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Using human supporters limits how widely an intervention can be scaled because of care costs and limited supporter availability.
“the inclusion of human supporters reduces intervention scalability due to the cost of providing care and limited availability of supporters (20).”
From Harnessing Peer Support in an Online Intervention for Older Adults with Depression (2017) · cites this paper as [20]
Cites
Christensen, H., Batterham, P. J., Gosling, J. A., Ritterband, L. M., Griffiths, K. M., Thorndike, F. P., Glozier, N., O'Dea, B., Hickie, I. B., & Mackinnon, A. J. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(15)00536-2 · Cited by 365 · see citing works
Prevention of major depression
Muñoz, R. F., Cuijpers, P., Smit, F., Barrera, A. Z., & Leykin, Y. (2010) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-033109-132040 · Cited by 326 · see citing works
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Massive Open Online Interventions
Muñoz, R. F., Bunge, E. L., Chen, K., Schueller, S. M., Bravin, J. I., Shaughnessy, E. A., & Pérez‐Stable, E. J. (2015) · Clinical Psychological Science · doi:10.1177/2167702615583840 · Cited by 132 · see citing works
Self-citationSchueller, S. M., Tomasino, K. N., & Mohr, D. C. (2017) · Clinical Psychology: Science and Practice · doi:10.1037/h0101740 · Cited by 70 · see citing works
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Borghouts, J., Eikey, E., Mark, G., De Leon, C., Schueller, S. M., Schneider, M., Stadnick, N., Zheng, K., Mukamel, D., & Sorkin, D. H. (2021) · Journal of Medical Internet Research · doi:10.2196/24387 · Cited by 1,069 · see citing works
“DMHIs can be delivered via smartphone apps, internet websites, wearable devices, virtual reality, or video games [5] and range from self-guided DMHIs to those integrated with human support or traditional therapy [6].”
BackgroundEbert, D. D., Van Daele, T., Nordgreen, T., Karekla, M., Compare, A., Zarbo, C., Brugnera, A., Øverland, S., Trebbi, G., Jensen, K. L., et al. (2018) · European Psychologist · doi:10.1027/1016-9040/a000318 · Cited by 437 · see citing works
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Harnessing Peer Support in an Online Intervention for Older Adults with Depression
Tomasino, K. N., Lattie, E. G., Ho, J., Palac, H. L., Kaiser, S. M., & Mohr, D. C. (2017) · The American Journal of Geriatric Psychiatry · doi:10.1016/j.jagp.2017.04.015 · Cited by 107 · see citing works
“However, the inclusion of human supporters reduces intervention scalability due to the cost of providing care and limited availability of supporters (20).”
BackgroundDigital apothecaries: a vision for making health care interventions accessible worldwide
Muñoz, R. F., Chavira, D. A., Himle, J. A., Koerner, K., Muroff, J. R., Reynolds, J., Rose, R. D., Ruzek, J. I., Teachman, B. A., & Schueller, S. M. (2018) · mHealth · doi:10.21037/mhealth.2018.05.04 · Cited by 117 · see citing works
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Microinterventions produce immediate but not lasting benefits in mood and distress
Elefant, A. B., Contreras, O., Muñoz, R. F., Bunge, E. L., & Leykin, Y. (2017) · Internet Interventions · doi:10.1016/j.invent.2017.08.004 · Cited by 42 · see citing works
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An Introduction to Core Competencies for the Use of Mobile Apps in Cognitive and Behavioral Practice
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Meta-Analysis of Parent Training Programs Utilizing Behavior Intervention Technologies
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Digital Mental Health Treatments for Depression
Ramos, G., Karyotaki, E., Mohr, D. C., & Schueller, S. M. (2025) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2025.08.023 · Cited by 1 · see citing works
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Hodges, J., Cohn, W. F., Castel, A. D., Flickinger, T., Waldman, A. L., Hilgart, M. M., Kirby, O., Caldwell, S., & Ingersoll, K. S. (2025) · Journal of Medical Internet Research · doi:10.2196/76327
- Authors
- Muñoz, R. F.
- Affiliations
- Palo Alto University (US)
- Corresponding author
- Muñoz, Ricardo F.
- ORCID
- Muñoz, Ricardo F.
- Venue
- Clinical Psychology: Science and Practice
- Published
- 2017-03
- Volume
- 24
- Issue
- 1
- Pages
- 46-49
- ISSN
- 0969-5893 (ISSN-L)
- 1468-2850
- OpenAlex
- W2549873783
- Cited by
- 25
- References
- 5
- Citations by year
- 2025: 5 · 2024: 4 · 2022: 2 · 2021: 3 · 2020: 1 · 2019: 2 · 2018: 5 · 2017: 3
- FWCI
- 3.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Clinical Psychology Science and Practice (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Social Sciences › Psychology › Clinical Psychology › Psychiatric care and mental health services
- Health Sciences › Health Professions › Health Information Management › Health, Technology, Consumer Behavior
- Keywords
- digital health interventions, telemedicine
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