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Published in: Journal of Clinical Psychology in Medical Settings 4/2020

01-12-2020 | Mood Disorders

Prescribing Technology to Increase Uptake of Depression Treatment in Primary Care: A Pre-implementation Focus Group Study of SOVA (Supporting Our Valued Adolescents)

Authors: Ana Radovic, Kayla Odenthal, Ana T. Flores, Elizabeth Miller, Bradley D. Stein

Published in: Journal of Clinical Psychology in Medical Settings | Issue 4/2020

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Abstract

Supporting Our Valued Adolescents (SOVA) is a web-based technology intervention designed to increase depression and anxiety treatment uptake by adolescents in the context of an anonymous peer community with an accompanying website for parents. With a goal of informing the design of a hybrid effectiveness-implementation randomized controlled trial, we conducted a pre-implementation study in two primary care practices to guide implementation strategy development. We conducted focus groups with primary care providers (PCPs) at three different timepoints with PCPs (14 total) from two community practices. A baseline survey was administered using Evidence-Based Practice Attitude Scale (EBPAS) and Physician Belief Scale (PBS). Subsequently, during each focus group, PCPs listened to a relevant presentation after which a facilitated discussion was audio recorded and transcribed. After timepoint 1, a codebook based on Consolidated Framework for Intervention Research (CFIR) and qualitative description were used to summarize findings and inform implementation strategies that were then adapted based on PCP feedback from timepoint 2. PCPs were provided with resources to implement SOVA over 5 months and then a third focus group was conducted to gather their feedback. Based on EBPAS and PBS, PCPs are willing to try new evidence-based practices and have positive feelings about taking care of psychosocial problems with some concerns about increased burden. During focus groups, PCPs expressed SOVA has a relative advantage and intuitive appeal, especially due to its potential to overcome stigma and reach adolescents and parents who may not want to talk about mental health concerns with their PCP. PCPs informed various implementation strategies (e.g., advertising to reach a wider audience than the target population; physical patient reminders). During timepoint 3, however, they shared they had a difficult time utilizing these despite their intention. PCPs requested use of champions and others to nudge them and priming of families with advertising, so that the PCP would not be required to initiate recommendation of the intervention, but only offer their strong endorsement when prompted. The process of conducting a pre-implementation study in primary care settings may assist with piloting potential implementation strategies and understanding barriers to their use.
Trial registration NCT03318666.
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Literature
go back to reference Aalto-Setälä, T., Marttunen, M., Tuulio-Henriksson, A., Poikolainen, K., & Lönnqvist, J. (2002). Depressive symptoms in adolescence as predictors of early adulthood depressive disorders and maladjustment. American Journal of Psychiatry, 159(7), 1235–1237.PubMed Aalto-Setälä, T., Marttunen, M., Tuulio-Henriksson, A., Poikolainen, K., & Lönnqvist, J. (2002). Depressive symptoms in adolescence as predictors of early adulthood depressive disorders and maladjustment. American Journal of Psychiatry, 159(7), 1235–1237.PubMed
go back to reference Aarons, G. A. (2004). Mental health provider attitudes toward adoption of evidence-based practice: The Evidence-Based Practice Attitude Scale (EBPAS). Mental Health Services Research, 6(2), 61–74.PubMedPubMedCentral Aarons, G. A. (2004). Mental health provider attitudes toward adoption of evidence-based practice: The Evidence-Based Practice Attitude Scale (EBPAS). Mental Health Services Research, 6(2), 61–74.PubMedPubMedCentral
go back to reference Benzer, J. K., Beehler, S., Miller, C., Burgess, J. F., Sullivan, J. L., Mohr, D. C., et al. (2012). Grounded theory of barriers and facilitators to mandated implementation of mental health care in the primary care setting. Depression Research Treatment, 2012(173), 597157.PubMed Benzer, J. K., Beehler, S., Miller, C., Burgess, J. F., Sullivan, J. L., Mohr, D. C., et al. (2012). Grounded theory of barriers and facilitators to mandated implementation of mental health care in the primary care setting. Depression Research Treatment, 2012(173), 597157.PubMed
go back to reference Berwick, D. M. (2003). Disseminating innovations in health care. JAMA, 289(15), 1969–1975.PubMed Berwick, D. M. (2003). Disseminating innovations in health care. JAMA, 289(15), 1969–1975.PubMed
go back to reference Cheung, A. H., Zuckerbrot, R. A., Jensen, P. S., Laraque, D., Stein, R. E., & GROUP G-PS. (2018). Guidelines for adolescent depression in primary care (GLAD-PC): Part II. Treatment and ongoing management. Pediatrics, 141(3), e20174082.PubMed Cheung, A. H., Zuckerbrot, R. A., Jensen, P. S., Laraque, D., Stein, R. E., & GROUP G-PS. (2018). Guidelines for adolescent depression in primary care (GLAD-PC): Part II. Treatment and ongoing management. Pediatrics, 141(3), e20174082.PubMed
go back to reference Cole, A. M., Esplin, A., & Baldwin, L.-M. (2015). Adaptation of an evidence-based colorectal cancer screening program using the consolidated framework for implementation research. Preventing Chronic Disease, 12, E213.PubMedPubMedCentral Cole, A. M., Esplin, A., & Baldwin, L.-M. (2015). Adaptation of an evidence-based colorectal cancer screening program using the consolidated framework for implementation research. Preventing Chronic Disease, 12, E213.PubMedPubMedCentral
go back to reference Curran, G. M., Bauer, M., Mittman, B., Pyne, J. M., & Stetler, C. (2012). Effectiveness-implementation hybrid designs: Combining elements of clinical effectiveness and implementation research to enhance public health impact. Medical Care, 50(3), 217.PubMedPubMedCentral Curran, G. M., Bauer, M., Mittman, B., Pyne, J. M., & Stetler, C. (2012). Effectiveness-implementation hybrid designs: Combining elements of clinical effectiveness and implementation research to enhance public health impact. Medical Care, 50(3), 217.PubMedPubMedCentral
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. Implementation Science, 4(1), 50.PubMed 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. Implementation Science, 4(1), 50.PubMed
go back to reference Damschroder, L. J., & Lowery, J. C. (2013). Evaluation of a large-scale weight management program using the consolidated framework for implementation research (CFIR). Implementation Science, 8(1), 51.PubMed Damschroder, L. J., & Lowery, J. C. (2013). Evaluation of a large-scale weight management program using the consolidated framework for implementation research (CFIR). Implementation Science, 8(1), 51.PubMed
go back to reference Eccles, M. P., Hrisos, S., Francis, J., Kaner, E. F., Dickinson, H. O., Beyer, F., et al. (2006). Do self-reported intentions predict clinicians’ behaviour: A systematic review. Implementation Science, 1(1), 28.PubMedPubMedCentral Eccles, M. P., Hrisos, S., Francis, J., Kaner, E. F., Dickinson, H. O., Beyer, F., et al. (2006). Do self-reported intentions predict clinicians’ behaviour: A systematic review. Implementation Science, 1(1), 28.PubMedPubMedCentral
go back to reference Fergusson, D. M., & Woodward, L. J. (2002). Mental health, educational, and social role outcomes of adolescents with depression. Archives of General Psychiatry, 59(3), 225–231.PubMed Fergusson, D. M., & Woodward, L. J. (2002). Mental health, educational, and social role outcomes of adolescents with depression. Archives of General Psychiatry, 59(3), 225–231.PubMed
go back to reference Garbutt, J. M., Dodd, S., Walling, E., Lee, A. A., Kulka, K., & Lobb, R. (2018). Theory-based development of an implementation intervention to increase HPV vaccination in pediatric primary care practices. Implementation Science, 13(1), 45.PubMed Garbutt, J. M., Dodd, S., Walling, E., Lee, A. A., Kulka, K., & Lobb, R. (2018). Theory-based development of an implementation intervention to increase HPV vaccination in pediatric primary care practices. Implementation Science, 13(1), 45.PubMed
go back to reference Godin, G., & Kok, G. (1996). The theory of planned behavior: A review of its applications to health-related behaviors. American Journal of Health Promotion, 11(2), 87–98.PubMed Godin, G., & Kok, G. (1996). The theory of planned behavior: A review of its applications to health-related behaviors. American Journal of Health Promotion, 11(2), 87–98.PubMed
go back to reference Grol, R. (2001). Successes and failures in the implementation of evidence-based guidelines for clinical practice. Medical Care, 39(8), 46–54. Grol, R. (2001). Successes and failures in the implementation of evidence-based guidelines for clinical practice. Medical Care, 39(8), 46–54.
go back to reference Gulliver, A., Griffiths, K. M., & Christensen, H. (2010). Perceived barriers and facilitators to mental health help-seeking in young people: A systematic review. BMC Psychiatry, 10, 113.PubMedPubMedCentral Gulliver, A., Griffiths, K. M., & Christensen, H. (2010). Perceived barriers and facilitators to mental health help-seeking in young people: A systematic review. BMC Psychiatry, 10, 113.PubMedPubMedCentral
go back to reference Hesse, B. W., Ahern, D. K., & Woods, S. S. (2011). Nudging best practice: The HITECH act and behavioral medicine. Translational Behavioral Medicine, 1(1), 175–181.PubMed Hesse, B. W., Ahern, D. K., & Woods, S. S. (2011). Nudging best practice: The HITECH act and behavioral medicine. Translational Behavioral Medicine, 1(1), 175–181.PubMed
go back to reference Holden, R. J. (2012). Social and personal normative influences on healthcare professionals to use information technology: Towards a more robust social ergonomics. Theoretical Issues in Ergonomics Science, 13(5), 546–569.PubMed Holden, R. J. (2012). Social and personal normative influences on healthcare professionals to use information technology: Towards a more robust social ergonomics. Theoretical Issues in Ergonomics Science, 13(5), 546–569.PubMed
go back to reference Lai, P. (2017). The literature review of technology adoption models and theories for the novelty technology. JISTEM-Journal of Information Systems Technology Management, 14(1), 21–38. Lai, P. (2017). The literature review of technology adoption models and theories for the novelty technology. JISTEM-Journal of Information Systems Technology Management, 14(1), 21–38.
go back to reference Lau, R., Stevenson, F., Ong, B. N., Dziedzic, K., Treweek, S., Eldridge, S., et al. (2015). Achieving change in primary care–effectiveness of strategies for improving implementation of complex interventions: Systematic review of reviews. British Medical Journal Open, 5(12), e009993. Lau, R., Stevenson, F., Ong, B. N., Dziedzic, K., Treweek, S., Eldridge, S., et al. (2015). Achieving change in primary care–effectiveness of strategies for improving implementation of complex interventions: Systematic review of reviews. British Medical Journal Open, 5(12), e009993.
go back to reference Liang, S., Kegler, M. C., Cotter, M., Phillips, E., Beasley, D., Hermstad, A., et al. (2015). Integrating evidence-based practices for increasing cancer screenings in safety net health systems: A multiple case study using the Consolidated Framework for Implementation Research. Implementation Science, 11(1), 109. Liang, S., Kegler, M. C., Cotter, M., Phillips, E., Beasley, D., Hermstad, A., et al. (2015). Integrating evidence-based practices for increasing cancer screenings in safety net health systems: A multiple case study using the Consolidated Framework for Implementation Research. Implementation Science, 11(1), 109.
go back to reference McLennan, J. D., Jansen-McWilliams, L., Comer, D. M., Gardner, W. P., & Kelleher, K. J. (1999). The Physician Belief Scale and psychosocial problems in children: A report from the Pediatric Research in Office Settings and the Ambulatory Sentinel Practice Network. Journal of Developmental and Behavioral Pediatrics: JDBP, 20(1), 24–30.PubMed McLennan, J. D., Jansen-McWilliams, L., Comer, D. M., Gardner, W. P., & Kelleher, K. J. (1999). The Physician Belief Scale and psychosocial problems in children: A report from the Pediatric Research in Office Settings and the Ambulatory Sentinel Practice Network. Journal of Developmental and Behavioral Pediatrics: JDBP, 20(1), 24–30.PubMed
go back to reference Meredith, L. S., Stein, B. D., Paddock, S. M., Jaycox, L. H., Quinn, V. P., Chandra, A., et al. (2009). Perceived barriers to treatment for adolescent depression. Medical Care, 47(6), 677–685.PubMed Meredith, L. S., Stein, B. D., Paddock, S. M., Jaycox, L. H., Quinn, V. P., Chandra, A., et al. (2009). Perceived barriers to treatment for adolescent depression. Medical Care, 47(6), 677–685.PubMed
go back to reference Millstein, S. G. (1996). Utility of the theories of reasoned action and planned behavior for predicting physician behavior: A prospective analysis. Health Psychology, 15(5), 398.PubMed Millstein, S. G. (1996). Utility of the theories of reasoned action and planned behavior for predicting physician behavior: A prospective analysis. Health Psychology, 15(5), 398.PubMed
go back to reference National Institute of Medical Health (NIMH). (2017). Treatment of major depressive episode among adolescents. Charlottesville: National Institute of Medical Health. National Institute of Medical Health (NIMH). (2017). Treatment of major depressive episode among adolescents. Charlottesville: National Institute of Medical Health.
go back to reference Navratil, J., McCauley, H. L., Marmol, M., Barone, J., & Miller, E. (2015). Involving youth voices in research protocol reviews. The American Journal of Bioethics: AJOB, 15(11), 33–34.PubMed Navratil, J., McCauley, H. L., Marmol, M., Barone, J., & Miller, E. (2015). Involving youth voices in research protocol reviews. The American Journal of Bioethics: AJOB, 15(11), 33–34.PubMed
go back to reference Radovic, A., DeMand, A. L., Gmelin, T., Stein, B. D., & Miller, E. (2017a). SOVA: Design of a stakeholder informed social media website for depressed adolescents and their parents. Journal of Technology in Human Services, 35(3), 169–182.PubMedPubMedCentral Radovic, A., DeMand, A. L., Gmelin, T., Stein, B. D., & Miller, E. (2017a). SOVA: Design of a stakeholder informed social media website for depressed adolescents and their parents. Journal of Technology in Human Services, 35(3), 169–182.PubMedPubMedCentral
go back to reference Radovic, A., Farris, C., Reynolds, K., Reis, E. C., Miller, E., & Stein, B. D. (2014). Primary care providers’ initial treatment decisions and antidepressant prescribing for adolescent depression. Journal of Developmental and Behavioral Pediatrics: JDBP, 35(1), 28–37.PubMed Radovic, A., Farris, C., Reynolds, K., Reis, E. C., Miller, E., & Stein, B. D. (2014). Primary care providers’ initial treatment decisions and antidepressant prescribing for adolescent depression. Journal of Developmental and Behavioral Pediatrics: JDBP, 35(1), 28–37.PubMed
go back to reference Radovic, A., Gmelin, T., Hua, J., Long, C., Stein, B. D., & Miller, E. (2018). Supporting our valued adolescents (SOVA), a social media website for adolescents with depression and/or anxiety: technological feasibility, usability, and acceptability study. JMIR Mental Health, 5(1), e17.PubMedPubMedCentral Radovic, A., Gmelin, T., Hua, J., Long, C., Stein, B. D., & Miller, E. (2018). Supporting our valued adolescents (SOVA), a social media website for adolescents with depression and/or anxiety: technological feasibility, usability, and acceptability study. JMIR Mental Health, 5(1), e17.PubMedPubMedCentral
go back to reference Radovic, A., Gmelin, T., Stein, B. D., & Miller, E. (2017b). Depressed adolescents’ positive and negative use of social media. Journal of Adolescence, 55, 5–15.PubMed Radovic, A., Gmelin, T., Stein, B. D., & Miller, E. (2017b). Depressed adolescents’ positive and negative use of social media. Journal of Adolescence, 55, 5–15.PubMed
go back to reference Radovic, A., Li, Y., Landsittel, D., Stein, B. D., & Miller, E. (2019). A social media website (supporting our valued adolescents) to support treatment uptake for adolescents with depression and/or anxiety and their parents: Protocol for a pilot randomized controlled trial. JMIR Research Protocols, 8(1), e12117.PubMedPubMedCentral Radovic, A., Li, Y., Landsittel, D., Stein, B. D., & Miller, E. (2019). A social media website (supporting our valued adolescents) to support treatment uptake for adolescents with depression and/or anxiety and their parents: Protocol for a pilot randomized controlled trial. JMIR Research Protocols, 8(1), e12117.PubMedPubMedCentral
go back to reference Radovic, A., Reynolds, K., McCauley, H., Sucato, G., Stein, B., & Miller, E. (2015). Parents’ role in adolescent depression care: Primary care provider perspectives. The Journal of Pediatrics, 167(4), 911–918.PubMedPubMedCentral Radovic, A., Reynolds, K., McCauley, H., Sucato, G., Stein, B., & Miller, E. (2015). Parents’ role in adolescent depression care: Primary care provider perspectives. The Journal of Pediatrics, 167(4), 911–918.PubMedPubMedCentral
go back to reference Ramsey, A., Lord, S., Torrey, J., Marsch, L., & Lardiere, M. (2016). Paving the way to successful implementation: Identifying key barriers to use of technology-based therapeutic tools for behavioral health care. The Journal of Behavioral Health Services Research, 43(1), 54–70.PubMedPubMedCentral Ramsey, A., Lord, S., Torrey, J., Marsch, L., & Lardiere, M. (2016). Paving the way to successful implementation: Identifying key barriers to use of technology-based therapeutic tools for behavioral health care. The Journal of Behavioral Health Services Research, 43(1), 54–70.PubMedPubMedCentral
go back to reference Richardson, J. E., Abramson, E. L., Pfoh, E. R., Kaushal, R., & HITEC Investigators (Eds.) (2012). Bridging informatics and implementation science: Evaluating a framework to assess electronic health record implementations in community settings. In AMIA annual symposium proceedings. Bethesda, MD: American Medical Informatics Association. Richardson, J. E., Abramson, E. L., Pfoh, E. R., Kaushal, R., & HITEC Investigators (Eds.) (2012). Bridging informatics and implementation science: Evaluating a framework to assess electronic health record implementations in community settings. In AMIA annual symposium proceedings. Bethesda, MD: American Medical Informatics Association.
go back to reference Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster. Rogers, E. M. (2010). Diffusion of innovations. New York: Simon and Schuster.
go back to reference Sandelowski, M. (2000). Focus on research methods: Whatever happened to qualitative description? Research in Nursing & Health, 23, 334–340. Sandelowski, M. (2000). Focus on research methods: Whatever happened to qualitative description? Research in Nursing & Health, 23, 334–340.
go back to reference Stetler, C. B., Legro, M. W., Wallace, C. M., Bowman, C., Guihan, M., Hagedorn, H., et al. (2006). The role of formative evaluation in implementation research and the QUERI experience. Journal of General Internal Medicine, 21(2), S1.PubMedPubMedCentral Stetler, C. B., Legro, M. W., Wallace, C. M., Bowman, C., Guihan, M., Hagedorn, H., et al. (2006). The role of formative evaluation in implementation research and the QUERI experience. Journal of General Internal Medicine, 21(2), S1.PubMedPubMedCentral
go back to reference Tanielian, T., Jaycox, L. H., Paddock, S. M., Chandra, A., Meredith, L. S., & Burnam, M. A. (2009). Improving treatment seeking among adolescents with depression: Understanding readiness for treatment. Journal of Adolescent Health, 45(5), 490–498. Tanielian, T., Jaycox, L. H., Paddock, S. M., Chandra, A., Meredith, L. S., & Burnam, M. A. (2009). Improving treatment seeking among adolescents with depression: Understanding readiness for treatment. Journal of Adolescent Health, 45(5), 490–498.
go back to reference Varsi, C., Ekstedt, M., Gammon, D., & Ruland, C. M. (2015). Using the consolidated framework for implementation research to identify barriers and facilitators for the implementation of an internet-based patient-provider communication service in five settings: A qualitative study. Journal of Medical Internet Research, 17(11), e262.PubMedPubMedCentral Varsi, C., Ekstedt, M., Gammon, D., & Ruland, C. M. (2015). Using the consolidated framework for implementation research to identify barriers and facilitators for the implementation of an internet-based patient-provider communication service in five settings: A qualitative study. Journal of Medical Internet Research, 17(11), e262.PubMedPubMedCentral
go back to reference Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478. Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27(3), 425–478.
go back to reference Venkatesh, V., Zhang, X., & Sykes, T. A. (2011). “Doctors do too little technology”: A longitudinal field study of an electronic healthcare system implementation. Information Systems Research, 22(3), 523–546. Venkatesh, V., Zhang, X., & Sykes, T. A. (2011). “Doctors do too little technology”: A longitudinal field study of an electronic healthcare system implementation. Information Systems Research, 22(3), 523–546.
go back to reference Wisdom, J. P., Clarke, G. N., & Green, C. A. (2006). What teens want: Barriers to seeking care for depression. Administration and Policy in Mental Health and Mental Health Services Research, 33(2), 133.PubMed Wisdom, J. P., Clarke, G. N., & Green, C. A. (2006). What teens want: Barriers to seeking care for depression. Administration and Policy in Mental Health and Mental Health Services Research, 33(2), 133.PubMed
go back to reference Zuckerbrot, R. A., Cheung, A., Jensen, P. S., Stein, R. E., Laraque, D., & GROUP G-PS. (2018). Guidelines for adolescent depression in primary care (GLAD-PC): Part I. Practice preparation, identification, assessment, and initial management. Pediatrics, 141(3), e20174081.PubMed Zuckerbrot, R. A., Cheung, A., Jensen, P. S., Stein, R. E., Laraque, D., & GROUP G-PS. (2018). Guidelines for adolescent depression in primary care (GLAD-PC): Part I. Practice preparation, identification, assessment, and initial management. Pediatrics, 141(3), e20174081.PubMed
Metadata
Title
Prescribing Technology to Increase Uptake of Depression Treatment in Primary Care: A Pre-implementation Focus Group Study of SOVA (Supporting Our Valued Adolescents)
Authors
Ana Radovic
Kayla Odenthal
Ana T. Flores
Elizabeth Miller
Bradley D. Stein
Publication date
01-12-2020
Publisher
Springer US
Published in
Journal of Clinical Psychology in Medical Settings / Issue 4/2020
Print ISSN: 1068-9583
Electronic ISSN: 1573-3572
DOI
https://doi.org/10.1007/s10880-019-09669-5

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