Web-Based Intervention for Postpartum Depression: Formative Research and Design of the MomMoodBooster Program

Brian G Danaher, Jeannette Milgrom, John R Seeley, Scott Stuart, Charlene Schembri, Milagra S Tyler, Jennifer Ericksen, Whitney Lester, Alan W Gemmill, Peter Lewinsohn, Brian G Danaher, Jeannette Milgrom, John R Seeley, Scott Stuart, Charlene Schembri, Milagra S Tyler, Jennifer Ericksen, Whitney Lester, Alan W Gemmill, Peter Lewinsohn

Abstract

Background: Postpartum depression is a significant public health problem affecting approximately 13% of women. There is strong evidence supporting Cognitive Behavioral Therapy (CBT) for successful psychosocial treatment. This treatment model combines cognitive and behavioral strategies to address pessimism, attributions for failure, low self-esteem, low engagement in pleasant activities, social withdrawal, anxiety, and low social support. Encouraging results have been reported for using Web-based CBT interventions for mental health domains, including the treatment of panic disorder, post-traumatic stress disorder, and complicated grief and depression. To date, however, Web-based interventions have not been used and evaluated specifically for the treatment of postpartum depression.

Objective: We describe the formative work that contributed to the development of our Web-based intervention for helping to ameliorate symptoms of postpartum depression, and the design and key components of the program.

Methods: A total of 17 focus group participants and 22 usability testers, who shared key characteristics with the participants of our planned feasibility study, took part. The proposed structure and ingredients of the program and mock-ups of selected webpages were presented to focus group participants. At various points, participants were asked a series of thought questions designed to elicit opinions and set the occasion for group discussion. At the end of the session, participants were asked to describe their overall reaction to the proposed features of the program emphasizing candid opinions about what they did not like and features they thought were missing and should be added. Usability testers were asked to interact with a series of seven different Web-based interactions planned for the program while receiving minimal direction. Each tester was asked to describe her thoughts using a think-aloud technique. They were then asked to consider all that they had learned about the program and complete the System Usability Scale that we adapted slightly to be appropriate for evaluating the proposed website. Transcripts from the focus groups and usability tests were reviewed by research team members for overarching themes with particular emphasis on suggested changes. A list emerged, and iterative and incremental adjustments were made as a result.

Results: The qualitative and quantitative data gathered in the focus groups and usability sessions reported here suggest that the new mothers involved had largely positive reactions to the major features of the program and that those program features performed well in terms of usability.

Conclusions: An overview of the eventual design, architecture, and key program ingredients of the MomMoodBooster program is provided including innovative features supplementing 6 core CBT sessions, which include a partner's website, a library, and individual feedback by a personal coach.

Keywords: Web-based intervention; formative research; postpartum depression.

Conflict of interest statement

Conflicts of Interest: None declared.

Figures

Figure 1
Figure 1
Mock-up of Atlas.ti network view diagram of focus group participant comments showing theme of Engagement.
Figure 2
Figure 2
Overall adjusted System Usability Scale scores (N= 21) (patterned fill= Iowa usability testers; solid fill= Melbourne usability testers).
Figure 3
Figure 3
Dashboard for Personal Coach Webpage in MomMoodBooster Administrative Website (checkmarks indicate that participant has used certain interactions or viewed specific webpages).
Figure 4
Figure 4
Structure of MomMoodBooster program.
Figure 5
Figure 5
Webpage from MomMoodBooster Session 3 (Displays content participant has entered for personal list of Catastrophisizing Thoughts).
Figure 6
Figure 6
MomMoodBooster Tracking Tools used daily to track Mood Ratings and number of personally-selected Pleasant Activities accomplished.

References

    1. O'Hara MW, Swain AM. Rates and risk of postpartum depression: A meta-analysis. Int Rev Psychiatry. 1996;8(1):37–54.
    1. Gaynes BN, Gavin N, Meltzer-Brody S, Lohr KN, Swinson T, Gartlehner G, Brody S, Miller WC. Perinatal depression: prevalence, screening accuracy, and screening outcomes. Evid Rep Technol Assess (Summ) 2005 Feb;(119):1–8.
    1. Gavin NI, Gaynes BN, Lohr KN, Meltzer-Brody S, Gartlehner G, Swinson T. Perinatal depression: a systematic review of prevalence and incidence. Obstet Gynecol. 2005 Nov;106(5 Pt 1):1071–83. doi: 10.1097/01.AOG.0000183597.31630.db.
    1. Goodman SH, Gotlib IH. Risk for psychopathology in the children of depressed mothers: a developmental model for understanding mechanisms of transmission. Psychol Rev. 1999 Jul;106(3):458–90.
    1. Milgrom J, Westley D, Gemmill AW. The mediating role of maternal responsiveness in some longer-term effects of postnatal depression on infant development. Infant Behav Dev. 2004;27(4):443–454.
    1. Field T, Diego M, Hernandez-Reif M. Prenatal depression effects and interventions: a review. Infant Behav Dev. 2010 Dec;33(4):409–18. doi: 10.1016/j.infbeh.2010.04.005.
    1. Stuart S, O'Hara MW, Gorman LL. The prevention and psychotherapeutic treatment of postpartum depression. Arch Womens Ment Health. 2003 Aug;6 Suppl 2:S57–69. doi: 10.1007/s00737-003-0003-y.
    1. Dennis CL, Hodnett E. Psychosocial and psychological interventions for treating postpartum depression. Cochrane Database Syst Rev. 2007;(4):CD006116. doi: 10.1002/14651858.CD006116.pub2.
    1. Asarnow JR, Jaycox LH, Duan N, LaBorde AP, Rea MM, Murray P, Anderson M, Landon C, Tang L, Wells KB. Effectiveness of a quality improvement intervention for adolescent depression in primary care clinics: a randomized controlled trial. JAMA. 2005 Jan 19;293(3):311–9. doi: 10.1001/jama.293.3.311.
    1. Cuijpers P. A psychoeducational approach to the treatment of depression: A meta-analysis of Lewinsohn's "Coping with Depression" course. Behav Ther. 1988;29(3):521–533.
    1. Elkin I, Shea MT, Watkins JT, Imber SD, Sotsky SM, Collins JF, Glass DR, Pilkonis PA, Leber WR, Docherty JP. National Institute of Mental Health Treatment of Depression Collaborative Research Program. General effectiveness of treatments. Arch Gen Psychiatry. 1989 Nov;46(11):971–82; discussion 983.
    1. Gloaguen V, Cottraux J, Cucherat M, Blackburn IM. A meta-analysis of the effects of cognitive therapy in depressed patients. J Affect Disord. 1998 Apr;49(1):59–72.
    1. Hollon SD, Muñoz RF, Barlow DH, Beardslee WR, Bell CC, Bernal G, Clarke GN, Franciosi LP, Kazdin AE, Kohn L, Linehan MM, Markowitz JC, Miklowitz DJ, Persons JB, Niederehe G, Sommers D. Psychosocial intervention development for the prevention and treatment of depression: promoting innovation and increasing access. Biol Psychiatry. 2002 Sep 15;52(6):610–30.
    1. Hopko DR, Lejuez CW, Ruggiero KJ, Eifert GH. Contemporary behavioral activation treatments for depression: procedures, principles, and progress. Clin Psychol Rev. 2003 Oct;23(5):699–717.
    1. Lewinsohn PM, Biglan A, Zeiss AM. Behavioral treatment of depression. In: Davidson PO, editor. The behavioral management of anxiety, depression and pain. New York: Brunner/Mazel; 1976. pp. 91–146.
    1. Lewinsohn PM, Clarke GN, Rohde P, Hops H, Seeley JR. A course in coping: A cognitive-behavioral approach to the treatment of adolescent depression. In: Hibbs E, Jensen P, editors. Psychosocial treatment for child adolescent disorders: empirically based approaches. Washington, DC: American Psychological Association; 1996. pp. 109–135.
    1. Cuijpers P, Muñoz RF, Clarke GN, Lewinsohn PM. Psychoeducational treatment and prevention of depression: the "Coping with Depression" course thirty years later. Clin Psychol Rev. 2009 Jul;29(5):449–58. doi: 10.1016/j.cpr.2009.04.005.
    1. Cuijpers P, Brännmark JG, van Straten A. Psychological treatment of postpartum depression: a meta-analysis. J Clin Psychol. 2008 Jan;64(1):103–18. doi: 10.1002/jclp.20432.
    1. Cuijpers P, van Lier PA, van Straten A, Donker M. Examining differential effects of psychological treatment of depressive disorder: an application of trajectory analyses. J Affect Disord. 2005 Dec;89(1-3):137–46. doi: 10.1016/j.jad.2005.09.001.
    1. Clarke G, Eubanks D, Reid E, Kelleher C, O'Connor E, DeBar LL, Lynch F, Nunley S, Gullion C. Overcoming Depression on the Internet (ODIN) (2): a randomized trial of a self-help depression skills program with reminders. J Med Internet Res. 2005;7(2):e16. doi: 10.2196/jmir.7.2.e16.
    1. Whisman MA. Mediators and moderators of change in cognitive therapy of depression. Psychol Bull. 1993 Sep;114(2):248–65.
    1. Milgrom J, Martin PR, Negri LM. Treating postnatal depression: A psychological approach for health care practitioners. New York: John Wiley & Sons; 1999.
    1. Meager I, Milgrom J. Group treatment for postpartum depression: a pilot study. Aust N Z J Psychiatry. 1996 Dec;30(6):852–60.
    1. Milgrom J, Negri LM, Gemmill AW, McNeil M, Martin PR. A randomized controlled trial of psychological interventions for postnatal depression. Br J Clin Psychol. 2005 Nov;44(Pt 4):529–42. doi: 10.1348/014466505X34200.
    1. Milgrom J, Ericksen J, Leigh B, Romeo Y, Loughlin E, McCarthy R, Saunders B. Towards parenthood. Camberwell, Australia: ACER Press; 2009.
    1. Steinberg SI, Bellavance F. Characteristics and treatment of women with antenatal and postpartum depression. Int J Psychiatry Med. 1999;29(2):209–33.
    1. Leigh B, Milgrom J. Risk factors for antenatal depression, postnatal depression and parenting stress. BMC Psychiatry. 2008;8:24. doi: 10.1186/1471-244X-8-24.
    1. Murray L, Halligan SL, Cooper P. Effects of postnatal depression on mother-infant interactions and child development. In: Bremner JG, Wachs TD, editors. Wiley-Blackwell handbook of infant development. Oxford, UK: Blackwell Publishing Ltd; 2010. pp. 192–220.
    1. Poobalan AS, Aucott LS, Ross L, Smith WC, Helms PJ, Williams JH. Effects of treating postnatal depression on mother-infant interaction and child development: systematic review. Br J Psychiatry. 2007 Nov;191:378–86. doi: 10.1192/bjp.bp.106.032789.
    1. PIRI Journal. 2010. [2012-08-29]. Community HUGS therapeutic playgroups .
    1. Austin MP, Frilingos M, Lumley J, Hadzi-Pavlovic D, Roncolato W, Acland S, Saint K, Segal N, Parker G. Brief antenatal cognitive behaviour therapy group intervention for the prevention of postnatal depression and anxiety: a randomised controlled trial. J Affect Disord. 2008 Jan;105(1-3):35–44. doi: 10.1016/j.jad.2007.04.001.
    1. Andrusyna TP, Tang TZ, DeRubeis RJ, Luborsky L. The factor structure of the working alliance inventory in cognitive-behavioral therapy. J Psychother Pract Res. 2001;10(3):173–8.
    1. Dennis CL, Chung-Lee L. Postpartum depression help-seeking barriers and maternal treatment preferences: a qualitative systematic review. Birth. 2006 Dec;33(4):323–31. doi: 10.1111/j.1523-536X.2006.00130.x.
    1. Goodman JH. Women's attitudes, preferences, and perceived barriers to treatment for perinatal depression. Birth. 2009 Mar;36(1):60–9. doi: 10.1111/j.1523-536X.2008.00296.x.
    1. Houston TK, Cooper LA, Ford DE. Internet support groups for depression: a 1-year prospective cohort study. Am J Psychiatry. 2002 Dec;159(12):2062–8.
    1. Clarke G, Reid E, Eubanks D, O'Connor E, DeBar LL, Kelleher C, Lynch F, Nunley S. Overcoming depression on the Internet (ODIN): a randomized controlled trial of an Internet depression skills intervention program. J Med Internet Res. 2002 Dec;4(3):E14. doi: 10.2196/jmir.4.3.e14.
    1. Christensen H, Griffiths KM, Jorm AF. Delivering interventions for depression by using the internet: randomised controlled trial. BMJ. 2004 Jan 31;328(7434):265. doi: 10.1136/.
    1. Christensen H, Griffiths KM, Mackinnon AJ, Brittliffe K. Online randomized controlled trial of brief and full cognitive behaviour therapy for depression. Psychol Med. 2006 Dec;36(12):1737–46. doi: 10.1017/S0033291706008695.
    1. Christensen H, Leach LS, Barney L, Mackinnon AJ, Griffiths KM. The effect of web based depression interventions on self reported help seeking: randomised controlled trial [ISRCTN77824516] BMC Psychiatry. 2006;6:13. doi: 10.1186/1471-244X-6-13.
    1. Spek V, Nyklícek I, Cuijpers P, Pop V. Predictors of outcome of group and internet-based cognitive behavior therapy. J Affect Disord. 2008 Jan;105(1-3):137–45. doi: 10.1016/j.jad.2007.05.001.
    1. Farrer L, Christensen H, Griffiths KM, Mackinnon A. Web-based cognitive behavior therapy for depression with and without telephone tracking in a national helpline: secondary outcomes from a randomized controlled trial. J Med Internet Res. 2012;14(3):e68. doi: 10.2196/jmir.1859.
    1. Andrews G, Cuijpers P, Craske MG, McEvoy P, Titov N. Computer therapy for the anxiety and depressive disorders is effective, acceptable and practical health care: a meta-analysis. PLoS One. 2010;5(10):e13196. doi: 10.1371/journal.pone.0013196.
    1. Carlbring P, Nilsson-Ihrfelt E, Waara J, Kollenstam C, Buhrman M, Kaldo V, Söderberg M, Ekselius L, Andersson G. Treatment of panic disorder: live therapy vs. self-help via the Internet. Behav Res Ther. 2005 Oct;43(10):1321–33. doi: 10.1016/j.brat.2004.10.002.
    1. Farvolden P, Denisoff E, Selby P, Bagby RM, Rudy L. Usage and longitudinal effectiveness of a Web-based self-help cognitive behavioral therapy program for panic disorder. J Med Internet Res. 2005;7(1):e7. doi: 10.2196/jmir.7.1.e7.
    1. Lange A, Rietdijk D, Hudcovicova M, van de Ven JP, Schrieken B, Emmelkamp PM. Interapy: a controlled randomized trial of the standardized treatment of posttraumatic stress through the internet. J Consult Clin Psychol. 2003 Oct;71(5):901–9. doi: 10.1037/0022-006X.71.5.901.
    1. Knaevelsrud C, Maercker A. Internet-based treatment for PTSD reduces distress and facilitates the development of a strong therapeutic alliance: a randomized controlled clinical trial. BMC Psychiatry. 2007;7:13. doi: 10.1186/1471-244X-7-13.
    1. Wagner B, Knaevelsrud C, Maercker A. Internet-based cognitive-behavioral therapy for complicated grief: a randomized controlled trial. Death Stud. 2006 Jun;30(5):429–53. doi: 10.1080/07481180600614385.
    1. Taylor CB, Jobson KO, Winzelberg A, Abascal L. The use of the Internet to provide evidence-based integrated treatment programs for mental health. Psychiatric Annals. 2002;32(11):671–677.
    1. White M, Dorman SM. Receiving social support online: implications for health education. Health Educ Res. 2001 Dec;16(6):693–707.
    1. Merwin E, Hinton I, Dembling B, Stern S. Shortages of rural mental health professionals. Arch Psychiatr Nurs. 2003 Feb;17(1):42–51. doi: 10.1053/apnu.2003.1.
    1. Ng B, Bardwell WA, Camacho A. Depression treatment in rural California: preliminary survey of nonpsychiatric physicians. J Rural Health. 2002;18(4):556–62.
    1. Fogg BJ. Persuasive technology: Using computers to change what we think and do. San Francisco: Morgan Kaufmann; 2003.
    1. Bandura A. Health promotion by social cognitive means. Health Educ Behav. 2004 Apr;31(2):143–64. doi: 10.1177/1090198104263660.
    1. Strecher V. Internet methods for delivering behavioral and health-related interventions (eHealth) Annu Rev Clin Psychol. 2007;3:53–76. doi: 10.1146/annurev.clinpsy.3.022806.091428.
    1. DiClemente CC, Marinilli AS, Singh M, Bellino LE. The role of feedback in the process of health behavior change. Am J Health Behav. 2001;25(3):217–27.
    1. Walters ST, Wright JA, Shegog R. A review of computer and Internet-based interventions for smoking behavior. Addict Behav. 2006 Feb;31(2):264–77. doi: 10.1016/j.addbeh.2005.05.002.
    1. Mohr DC, Cuijpers P, Lehman K. Supportive accountability: a model for providing human support to enhance adherence to eHealth interventions. J Med Internet Res. 2011;13(1):e30. doi: 10.2196/jmir.1602.
    1. Cuijpers P, Donker T, van Straten A, Li J, Andersson G. Is guided self-help as effective as face-to-face psychotherapy for depression and anxiety disorders? A systematic review and meta-analysis of comparative outcome studies. Psychol Med. 2010 Dec;40(12):1943–57. doi: 10.1017/S0033291710000772.
    1. Perini S, Titov N, Andrews G. Clinician-assisted Internet-based treatment is effective for depression: randomized controlled trial. Aust N Z J Psychiatry. 2009 Jun;43(6):571–8. doi: 10.1080/00048670902873722.
    1. Titov N, Andrews G, Davies M, McIntyre K, Robinson E, Solley K. Internet treatment for depression: a randomized controlled trial comparing clinician vs. technician assistance. PLoS One. 2010;5(6):e10939. doi: 10.1371/journal.pone.0010939.
    1. Palmqvist B, Carlbring P, Andersson G. Internet-delivered treatments with or without therapist input: does the therapist factor have implications for efficacy and cost? Expert Rev Pharmacoecon Outcomes Res. 2007 Jun;7(3):291–7. doi: 10.1586/14737167.7.3.291.
    1. Ruwaard J, Schrieken B, Schrijver M, Broeksteeg J, Dekker J, Vermeulen H, Lange A. Standardized web-based cognitive behavioural therapy of mild to moderate depression: a randomized controlled trial with a long-term follow-up. Cogn Behav Ther. 2009 Dec;38(4):206–21. doi: 10.1080/16506070802408086.
    1. Vernmark K, Lenndin J, Bjärehed J, Carlsson M, Karlsson J, Oberg J, Carlbring P, Eriksson T, Andersson G. Internet administered guided self-help versus individualized e-mail therapy: A randomized trial of two versions of CBT for major depression. Behav Res Ther. 2010 May;48(5):368–76. doi: 10.1016/j.brat.2010.01.005.
    1. Glasgow RE. eHealth evaluation and dissemination research. Am J Prev Med. 2007 May;32(5 Suppl):S119–26. doi: 10.1016/j.amepre.2007.01.023.
    1. Danaher BG, Seeley JR. Methodological issues in research on web-based behavioral interventions. Ann Behav Med. 2009 Aug;38(1):28–39. doi: 10.1007/s12160-009-9129-0.
    1. Onken LS, Blaine JD, Battjex RJ. Behavioral therapy research: A conceptualization of a process. In: Santos AB, Henggeler SW, editors. Innovative approaches for difficult-to-treat populations. Washington, DC: American Psychiatric Association; 1997. pp. 477–485.
    1. Eng TR, Gustafson DH, Henderson J, Jimison H, Patrick K. Introduction to evaluation of interactive health communication applications. Science Panel on Interactive Communication and Health. Am J Prev Med. 1999 Jan;16(1):10–5.
    1. Cockburn A. Using both incremental and iterative development. [2012-10-01]. 2008 .
    1. Cox J, Holden J. Perinatal mental health: A guide to the Edinburgh Postnatal Depression Scale. London: Gaskell; 2003.
    1. Milgrom J, Gemmill AW, Bilszta JL, Hayes B, Barnett B, Brooks J, Ericksen J, Ellwood D, Buist A. Antenatal risk factors for postnatal depression: a large prospective study. J Affect Disord. 2008 May;108(1-2):147–57. doi: 10.1016/j.jad.2007.10.014.
    1. Beck CT. Postpartum depression. Stopping the thief that steals motherhood. AWHONN Lifelines. 1999;3(4):41–4.
    1. Beck CT. A meta-analysis of predictors of postpartum depression. Nurs Res. 1996;45(5):297–303.
    1. Morgan DL. Focus groups as qualitative research. Thousand Oaks: Sage; 1997.
    1. Lynch PJ, Horton S. Web style guide: Basic design principles for creating Web sites (3rd ed.) New Haven, CT: Yale University Press; 2012.
    1. Lynch PJ, Horton S. Web Style Guide. [2005-12-09]. 2005 .
    1. Nielsen J. Why you only need to test with 5 users. [2010-02-12]. 2000 .
    1. Davison GC, Vogel RS, Coffman SG. Think-aloud approaches to cognitive assessment and the articulated thoughts in simulated situations paradigm. J Consult Clin Psychol. 1997 Dec;65(6):950–8.
    1. Tognazzini B. TOG on interface. Reading, MA: Addison-Wesley; 1992.
    1. Riper H, Andersson G, Christensen H, Cuijpers P, Lange A, Eysenbach G. Theme issue on e-mental health: a growing field in internet research. J Med Internet Res. 2010;12(5):e74. doi: 10.2196/jmir.1713.
    1. Hughes M. Rigor in usability testing. Technical Communication. 1999;46(4):488–494.
    1. Rosson MB, Caroll JM. Usability engineering: Scenario-based development of human-computer interaction. San Diego: Academic Press; 2002.
    1. Friese S. Qualitative data analysis with ATLAS.ti. Thousand Oaks, CA: Sage Publications; 2012.
    1. Tullis T, Albert W. Measuring the user experience. Burlington, MA: Morgan Kaufmann; 2008.
    1. Tullis TS, Stetson JN. A comparison of questionnaires for assessing website usability. [2012-08-29]. 2004 .
    1. Brooke J. SUS: A quick and dirty usability scale. In: Jordon PW, Thomas B, Weerdmeester BA, McClelland IL, editors. Usability evaluation in industry. London: Taylor & Francis; 1996. pp. 189–194.
    1. Sauro J. A practical guide to the system usability scale. Denver, CO: Measuring Usability LLC; 2011.
    1. Kroenke K, Spitzer RL, Williams JB. The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med. 2001 Sep;16(9):606–13.
    1. Glasgow RE, Vogt TM, Boles SM. Evaluating the public health impact of health promotion interventions: the RE-AIM framework. Am J Public Health. 1999 Sep;89(9):1322–7.
    1. Australian Bureau of Statistics Births, Australia,: Age-specific fertility rates. 2010. [2012-10-01]. 2010 .
    1. Centers for Disease Control and Prevention Journal(1) 2012. [2012-10-01]. Births: Final data for 2010 .

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