The effect of user interface on treatment engagement in a self-guided digital problem-solving intervention: A randomized controlled trial

被引:23
作者
Hentati, Amira [1 ,2 ]
Forsell, Erik [1 ]
Ljotsson, Brjann [2 ]
Kaldo, Viktor [1 ,3 ]
Lindefors, Nils [1 ]
Kraepelien, Martin [1 ,2 ]
机构
[1] Karolinska Inst, Ctr Psychiat Res, Dept Clin Neurosci, Stockholm Hlth Care Serv,Reg Stockholm, Stockholm, Sweden
[2] Karolinska Inst, Dept Clin Neurosci, Div Psychol, Stockholm, Sweden
[3] Linnaeus Univ, Fac Hlth & Life Sci, Dept Psychol, Vaxjo, Sweden
来源
INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH | 2021年 / 26卷
关键词
User interface; Treatment engagement; Self-guided; Digital intervention; Problem-solving; User experience; COGNITIVE-BEHAVIOR THERAPY; ANXIETY DISORDERS; INTERNET; DEPRESSION; USABILITY; PROGRAM; SYSTEMS; DESIGN;
D O I
10.1016/j.invent.2021.100448
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Background: Resources are spent worldwide on the development of digital platforms and their user interfaces (UIs) for digital mental health services (DMHS). However, studies investigating the potential benefits of different UIs for DMHS are currently lacking. To fill this knowledge gap, the aim of this study was to investigate differences in treatment engagement between two different UIs for DMHS. Methods: A total of 397 participants from the Swedish general public were randomized (1:1) to use a self-guided digital problem-solving intervention during one week, either with an optimized UI (N = 198), based on user experience (UX) design principles and with automated features, or a basic UI (N = 199), analogous with a UI used in Swedish regular health care comprising elementary UI features and less automation. Primary outcome measures were self-rated usability, on the System Usability Scale, and treatment credibility, on the Credibility/Expectancy Questionnaire. Secondary outcome measures included behavioral engagement with the intervention. Findings: There were no significant differences between the UIs in ratings of usability or treatment credibility. However, participants who used the optimized UI were significantly more engaged with the intervention as measured by usage of the intervention at least once (odds ratio 2.54, 95% CI [1.67, 3.85]), total number of generated solutions (mean difference 1.41, 95% CI [0.72, 2.11]), and mean number of generated solutions per initiated problem-solving attempt (mean difference 1.45, 95% CI [1.06, 1.85]). Other findings included participants using the optimized UI rating the intervention as easier to understand, while feeling more overwhelmed, than those using the basic UI. Interpretation: Our findings indicate that an optimized UI based on UX design principles, in comparison to a basic UI comprising elementary UI features, do not affect overall self-rated usability or treatment credibility but increases some measures of behavioral engagement with a digital intervention.
引用
收藏
页数:10
相关论文
共 47 条
[21]   Effectiveness of Internet-based cognitive behaviour therapy for depression in routine psychiatric care [J].
Hedman, Erik ;
Ljotsson, Brjann ;
Kaldo, Viktor ;
Hesser, Hugo ;
El Alaoui, Samir ;
Kraepelien, Martin ;
Andersson, Evelyn ;
Ruck, Christian ;
Svanborg, Cecilia ;
Andersson, Gerhard ;
Lindefors, Nils .
JOURNAL OF AFFECTIVE DISORDERS, 2014, 155 :49-58
[22]   Internet-Based Cognitive Behavioral Therapy for Depression A Systematic Review and Individual Patient Data Network Meta-analysis [J].
Karyotaki, Eirini ;
Efthimiou, Orestis ;
Miguel, Clara ;
Bermpohl, Frederic Maas genannt ;
Furukawa, Toshi A. ;
Cuijpers, Pim .
JAMA PSYCHIATRY, 2021, 78 (04) :361-371
[23]   Persuasive System Design Does Matter: A Systematic Review of Adherence to Web-Based Interventions [J].
Kelders, Saskia M. ;
Kok, Robin N. ;
Ossebaard, Hans C. ;
Van Gemert-Pijnen, Julia E. W. C. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2012, 14 (06) :17-40
[24]   Qualitative Meta-Synthesis of User Experience of Computerised Therapy for Depression and Anxiety [J].
Knowles, Sarah E. ;
Toms, Gill ;
Sanders, Caroline ;
Bee, Penny ;
Lovell, Karina ;
Rennick-Egglestone, Stefan ;
Coyle, David ;
Kennedy, Catriona M. ;
Littlewood, Elizabeth ;
Kessler, David ;
Gilbody, Simon ;
Bower, Peter .
PLOS ONE, 2014, 9 (01)
[25]   The PHQ-9 - Validity of a brief depression severity measure [J].
Kroenke, K ;
Spitzer, RL ;
Williams, JBW .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2001, 16 (09) :606-613
[26]   Anxiety disorders in primary care:: Prevalence, impairment, comorbidity, and detection [J].
Kroenke, Kurt ;
Spitzer, Robert L. ;
Williams, Janet B. W. ;
Monahan, Patrick O. ;
Lowe, Bernd .
ANNALS OF INTERNAL MEDICINE, 2007, 146 (05) :317-325
[27]   A Narrative Review of Methods for Applying User Experience in the Design and Assessment of Mental Health Smartphone Interventions [J].
Lemon, Christopher ;
Huckvale, Kit ;
Carswell, Kenneth ;
Torous, John .
INTERNATIONAL JOURNAL OF TECHNOLOGY ASSESSMENT IN HEALTH CARE, 2020, 36 (01) :64-70
[28]   The System Usability Scale: Past, Present, and Future [J].
Lewis, James R. .
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION, 2018, 34 (07) :577-590
[29]   A 4-item measure of depression and anxiety: Validation and standardization of the Patient Health Questionnaire-4 (PHQ-4) in the general population [J].
Loewe, Bernd ;
Wahl, Inka ;
Rose, Matthias ;
Spitzer, Carsten ;
Glaesmer, Heide ;
Wingenfeld, Katja ;
Schneider, Antonius ;
Braehler, Elmar .
JOURNAL OF AFFECTIVE DISORDERS, 2010, 122 (1-2) :86-95
[30]   Detecting and monitoring depression with a two-item questionnaire (PHQ-2) [J].
Löwe, B ;
Kroenke, K ;
Gräfe, K .
JOURNAL OF PSYCHOSOMATIC RESEARCH, 2005, 58 (02) :163-171