Skip to main content
Log in

Mood Management Effects of a Brief Behavioral Activation Internet Intervention

  • Published:
Journal of Technology in Behavioral Science Aims and scope Submit manuscript

Abstract

This randomized controlled trial investigated the effect of a brief unsupported behavioral activation Internet intervention (BAII) designed to improve mood. A total of 671 participants were recruited through Amazon’s Mechanical Turk (AMT) (M age = 35.71 years; SD = 12.34, 32.3% male) and 187 (27.9%) individuals completed the 1-week follow-up survey. Participants were randomly assigned to a behavioral activation “Activities” condition or a waitlist control (WLC) and assessed for depression (PHQ-9), anxiety (GAD-7), self-reported mood, and confidence and motivation to make behavioral changes. Repeated measure ANOVAs showed that individuals in the Activities condition significantly improved their motivation and confidence from baseline to immediate-post intervention. Mixed-effect modeling was used to determine the within-subject effect (time) and between-subject effect (WL vs. Activities condition). Significant main effects for time (but not condition) were found for PHQ-9 depression scores (F (1, 393) = 13.24, p < 0.001), GAD-7 anxiety scores (F 1, 393) = 8.36, p < 0.01), and for subjective ratings of confidence (F (1, 387) = 4.94, p < 0.05), such that depression and anxiety scores were lower and confidence was higher at the second time-point, regardless of condition. Furthermore, a significant time by condition interaction was found for self-reported mood (F (1, 387) = 4.24, p < 0.05), where individuals who received the intervention had a more positive rating of subjective mood at the 1-week follow-up. Individuals in the WL condition did not report significant improvements in subjective mood at follow-up (p = 0.056). After a brief online behavioral activation intervention, participants who endorsed mild to moderate depression symptoms at baseline experienced an immediate improvement in confidence and motivation. They also exhibited significant improvements in self-reported mood at 1 week. However, there was no change observed in depression, anxiety, motivation, or confidence at 1-week follow-up. Overall, this study provides partial support for the utilization of a brief online activities-focused intervention and highlights the need to develop more powerful versions of such interventions.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Ahmedani, B. K., Crotty, N., Abdulhak, M. M., & Ondersma, S. J. (2015). Pilot feasibility study of a brief, tailored mobile health intervention for depression among patients with chronic pain. Behavioral Medicine, 41(1), 25–32. https://doi.org/10.1080/08964289.2013.867827.

    Article  PubMed  Google Scholar 

  • Andersson, G., & Cuijpers, P. (2009). Internet-based and other computerized psychological treatments for adult depression: a meta-analysis. Cognitive Behaviour Therapy, 38(4), 196–205.

    Article  PubMed  Google Scholar 

  • Ayers, S., Fitzgerald, G., & Thompson, S. (2015). Brief online self-help exercises for postnatal women to improve mood: a pilot study. Maternal and Child Health Journal, 19(11), 2375–2383. https://doi.org/10.1007/s10995-015-1755-5.

    Article  PubMed  Google Scholar 

  • Buhrmester, M., Kwang, T., & Gosling, S. D. (2011). Amazon’s mechanical Turk: a new source of inexpensive, yet high-quality, data? Perspectives on Psychological Sciences, 6(1), 3–5. https://doi.org/10.1177/1745691610393980.

    Article  Google Scholar 

  • Bunge, E., Williamson, R. E., Cano, M., Leykin, Y., & Muñoz, R. F. (2016). Mood management effects of brief unsupported internet interventions. Internet Interventions, 5(2016), 36–43. https://doi.org/10.1016/j.invent.2016.06.001.

    Article  Google Scholar 

  • Buntrock, C., Ebert, D., Lehr, D., Smit, F., Riper, H., Berking, M., & Cuijpers, P. (2016). Effect of a web-based guided self-help intervention for prevention of major depression in adults with subthreshold depression: a randomized clinical trial. JAMA, 315(17), 1854–1863. https://doi.org/10.1001/jama.2016.4326.

    Article  PubMed  Google Scholar 

  • Calear, A. L., & Christensen, H. (2010). Review of internet-based prevention and treatment programs for anxiety and depression in children and adolescents. Medical Journal of Australia, 192(11), S12.

    PubMed  Google Scholar 

  • Calear, A. L., Christensen, H., Mackinnon, A., Griffiths, K. M., & O’Kearney, R. (2009). The youth mood project: a cluster randomized controlled trial of an online cognitive behavioral program with adolescents. Journal of Consulting and Clinical Psychology, 77(6), 1021–1032. https://doi.org/10.1037/a0017391.

    Article  PubMed  Google Scholar 

  • Casler, K., Bickel, L., & Hackett, E. (2013). Separate but equal? A comparison of participants and data gathered via Amazon’s MTurk, social media, and face-to-face behavioral testing. Computers in Human Behavior, 29(6), 2156–2160.

  • Christensen, H., Griffiths, K., Groves, C., & Korten, A. (2006a). Free range users and one hit wonders: community users of an Internet-based cognitive behaviour therapy program. Australian and New Zealand Journal of Psychiatry, 40(1), 59–62. https://doi.org/10.1111/j.1440-1614.2006.01743.x.

    Article  PubMed  Google Scholar 

  • Christensen, H., Griffiths, K. M., Mackinnon, A. J., & Brittliffe, K. (2006b). Online randomized controlled trial of brief and full cognitive behaviour therapy for depression. Psychological Medicine, 36(12), 1737–1746.

    Article  PubMed  Google Scholar 

  • Clarke, G., Reid, E., Eubanks, D., O’Connor, E., DeBar, L. L., Kelleher, C., Lynch, F., & Nunley, S. (2002). Overcoming depression on the Internet (ODIN): A randomized controlled trial of an Internet depression skills intervention program. Journal of Medical Internet Research, 4(3), e14. https://doi.org/10.2196/jmir.4.3.e14.

  • Elefant, A. B., Contreras, O., Muñoz, R. F., Bunge, E. L., & Leykin, Y. (2017). Microinterventions produce immediate but not lasting benefits in mood and distress. Internet Interventions, 10, 17–22.

  • Eysenbach, G. (2005). The law of attrition. Journal of Medical Internet Research, 7(1), e11. https://doi.org/10.2196/jmir.7.1.e11.

    Article  PubMed  PubMed Central  Google Scholar 

  • Holländare, F., Johnsson, S., Randestad, M., Tillfors, M., Carlbring, P., Andersson, G., & Engström, I. (2011). Randomized trial of Internet-based relapse prevention for partially remitted depression. Acta Psychiatrica Scandinavica, 124(4), 285–294.

    Article  PubMed  Google Scholar 

  • Ioannidis, J. P. (1998). Effect of the statistical significance of results on the time to completion and publication of randomized efficacy trials. JAMA, 279(4), 281–286.

    Article  PubMed  Google Scholar 

  • Kazdin, A. E., & Rabbitt, S. M. (2013). Novel models for delivering mental health services and reducing the burdens of mental illness. Clinical Psychological Science, 1(2), 170–191. https://doi.org/10.1177/2167702612463566.

    Article  Google Scholar 

  • Kessler, R. C., Berglund, P., Demler, O., Jin, R., Koretz, D., Merikangas, K. R., et al. (2003). The epidemiology of major depressive disorder: results from the National Comorbidity Survey Replication (NCS-R). JAMA, 289(23), 3095–3105.

    Article  PubMed  Google Scholar 

  • Kroenke, K., & Spitzer, R. L. (2002). The PHQ-9: A new depression diagnostic and severity measure. Psychiatric Annals, 32(9), 509–515.

  • Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001). The PHQ-9: validity of a brief depression severity measure. Journal of General Internal Medicine, 16(9), 606–613. https://doi.org/10.1046/j.1525-1497.2001.016009606.x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Leykin, Y., Muñoz, R. F., Contreras, O., & Latham, M. D. (2014). Results from a trial of an unsupported internet intervention for depressive symptoms. Internet Interventions, 1(4), 175–181. https://doi.org/10.1016/j.invent.2014.09.002.

    Article  PubMed  PubMed Central  Google Scholar 

  • Lokman, S., Leone, S. S., Sommers-Spijkerman, M., van der Poel, A., Smit, F., & Boon, B. (2017). Complaint-directed mini-interventions for depressive complaints: a randomized controlled trial of unguided web-based self-help interventions. Journal of Medical Internet Research, 19(1), e4. https://doi.org/10.2196/jmir.6581.

    Article  PubMed  PubMed Central  Google Scholar 

  • Martin, A., Rief, W., Klaiberg, A., & Braehler, E. (2006). Validity of the brief Patient Health Quesionnaire mood scale (PHQ-9) in the general population. General Hospital Psychiatry, 28(1), 71–77.

  • Mohr, D. C., Burns, M. N., Schueller, S. M., Clarke, G., & Klinkman, M. (2013). Behavioral intervention technologies: evidence review and recommendations for future research in mental health. General, Hospital Psychiatry, 35, 332–338.

    Article  Google Scholar 

  • Muñoz, R. F. (2010). Using evidence-based Internet interventions to reduce health disparities worldwide. Journal of Medical Internet Research, 12(5), e60. https://doi.org/10.2196/jmir.1463.

  • Muñoz, R. F., Bunge, E. L. Chen, K., Schueller, S. M., Bravin, J. I., Shaughnessy, E. A., & Pérez-Stable, E. J. (2015). Massive open online interventions: A novel model for delivering behavior-health services worldwide. Clinical Psychological Science, 4(2), 194–205. https://doi.org/10.1177/2167702615583840.

  • Ondersma, S. J., Chase, S. K., Svikis, D. S., & Schuster, C. R. (2005). Computer-based brief motivational intervention for perinatal drug use. Journal of Substance Abuse Treatment, 28(4), 305–312.

    Article  PubMed  Google Scholar 

  • Ondersma, S. J., Svikis, D. S., & Schuster, C. R. (2007). Computer-based brief intervention: a randomized trial with postpartum women. American Journal of Preventive Medicine, 32(3), 231–238.

    Article  PubMed  PubMed Central  Google Scholar 

  • Ondersma, S. J., Grekin, E. R., & Svikis, D. (2011). The potential for technology in brief interventions for substance use, and during-session prediction of computer-delivered brief intervention response. Substance Use & Misuse, 46(1), 77–86.

    Article  Google Scholar 

  • Ondersma, S. J., Svikis, D. S., Lam, P. K., Connors-Burge, V. S., Ledgerwood, D. M., & Hopper, J. A. (2012). A randomized trial of computer-delivered brief intervention and low-intensity contingency management for smoking during pregnancy. Nicotine & Tobacco Research, 14(3), 351–360.

    Article  Google Scholar 

  • Ondersma, S. J., Svikis, D. S., Thacker, L. R., Beatty, J. R., & Lockhart, N. (2014). Computer-delivered screening and brief intervention (e-SBI) for postpartum drug use: a randomized trial. Journal of Substance Abuse Treatment, 46(1), 52–59.

    Article  PubMed  Google Scholar 

  • Paolacci, G., Chandler, J., & Ipeirotis, P. G. (2010). Running experiments on Amazon mechanical turk. Judgment and Decision Making, 5(5), 411–419.

  • Rozental, A., Andersson, G., Boettcher, J., Ebert, D. D., Cuijpers, P., Knaevelsrud, C., Ljótsson, B., Kaldo, V., Titov, N., & Carlbring, P. (2014). Consensus statement on defining and measuring negative effects of Internet interventions. Internet Interventions, 1(2014), 12–19.

  • Schueller, S., Tomasino, K., Lattie, E., & Mohr, D. (2016). Human support for behavioral intervention technologies for mental health: The efficiency model. ACM CHI 2016, May 7–12, San Jose, CA, USA.

  • Shapiro, D. N., Chandler, J., & Mueller, P. A. (2013). Using Mechanical Turk to study clinical populations. Clinical Psychological Science, 1(2), 213–220.

  • Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Lowe, B. (2006). A brief measure for assessing generalized anxiety disorder - The GAD-7. Archives of Internal Medicine, 166(10), 1092–1097.

  • Van Voorhees, B. W., Fogel, J., Reinecke, M. A., Gladstone, T., Stuart, S., Gollan, J., et al. (2009). Randomized clinical trial of an internet-based depression prevention program for adolescents (project CATCH-IT) in primary care: 12-week outcomes. Journal of Developmental & Behavioral Pediatrics, 30(1), 23–37.

    Article  Google Scholar 

  • Warden, D., Rush, A. J., Trivedi, M. H., Fava, M., & Wisniewski, S. R. (2007). The STAR* D project results: A comprehensive review of findings. Current Psychiatry Reports, 9(6), 449–459.

    Article  PubMed  Google Scholar 

  • World Health Organization (2015). Depression. Retrieved June 29, 2017, from http://www.who.int/mediacentre/factsheets/fs369/en/.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Eduardo L. Bunge.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bunge, E.L., Beard, C.L., Stephens, T.N. et al. Mood Management Effects of a Brief Behavioral Activation Internet Intervention. J. technol. behav. sci. 2, 163–170 (2017). https://doi.org/10.1007/s41347-017-0026-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s41347-017-0026-2

Keywords

Navigation