| Literature DB >> 25270886 |
Helen Christensen1, Philip Batterham, Andrew Mackinnon, Kathleen M Griffiths, Kanupriya Kalia Hehir, Justin Kenardy, John Gosling, Kylie Bennett.
Abstract
BACKGROUND: Generalized Anxiety Disorder (GAD) is a high prevalence, chronic disorder. Web-based interventions are acceptable, engaging, and can be delivered at scale. Few randomized controlled trials evaluate the effectiveness of prevention programs for anxiety, or the factors that improve effectiveness and engagement.Entities:
Keywords: Internet; anxiety disorders; cognitive behavioral therapy; early intervention; online systems; prevention
Mesh:
Year: 2014 PMID: 25270886 PMCID: PMC4211086 DOI: 10.2196/jmir.3507
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1CONSORT diagram showing flow of participants through the study.
Characteristics of the sample at baseline by trial arm.
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| Active website (n=111) | Active website with email (n=113) | Active website with phone (n=110) | Control website (n=111) | Control website with phone (n=113) |
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| mean (SD) or n (%) |
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| Age | 25.7 (3.2) | 25.4 (3.3) | 25.5 (3.1) | 26.0 (3.0) | 25.6 (3.5) | 0.623 | .646 |
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| GAD-7d score | 6.8 (3.9) | 6.2 (3.9) | 6.8 (3.6) | 6.9 (3.8) | 6.6 (3.7) | 0.604 | .660 |
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| CES-De score | 16.7 (10.1) | 17.7 (10.9) | 16.7 (9.8) | 18.8 (10.6) | 17.3 (8.8) | 0.802 | .524 |
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| Anxiety sensitivity | 19.3 (11.0) | 19.9 (11.5) | 17.5 (10.6) | 18.7 (9.9) | 18.8 (9.9) | 0.753 | .556 |
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| PSWQf | 40.5 (12.2) | 37.9 (12.5) | 39.5 (11.6) | 40.3 (12.0) | 39.2 (10.8) | 0.835 | .503 |
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| AUDITg score | 7.2 (5.1) | 7.2 (5.7) | 6.7 (4.8) | 6.9 (4.7) | 7.0 (5.3) | 0.189 | .944 |
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| DORh due to anxiety | 0.6 (1.5) | 0.9 (2.3) | 0.6 (1.6) | 0.6 (1.4) | 0.6 (1.2) | 0.859 | .488 |
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| Self-rated healthi | 2.4 (0.9) | 2.5 (0.8) | 2.4 (0.8) | 2.5 (0.9) | 2.5 (0.7) | 0.879 | .476 |
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| Childhood adversityj | 1.5 (1.4) | 1.9 (1.5) | 1.8 (1.6) | 1.7 (1.5) | 1.7 (1.5) | 0.919 | .452 |
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| Traumatic eventsk | 1.4 (1.5) | 1.6 (1.6) | 1.5 (1.5) | 1.4 (1.5) | 1.6 (1.6) | 0.498 | .737 |
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| Positive beliefs Internet therapyl | 5.6 (1.2) | 5.4 (1.3) | 5.4 (1.3) | 5.5 (1.3) | 5.8 (1.3) | 2.064 | .084 |
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| Female gender | 92 (82.9%) | 90 (79.6%) | 88 (80.0%) | 89 (80.2%) | 91 (80.5%) | 0.474b | .976 |
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| Completed university degree | 37 (33.3%) | 32 (28.6%) | 28 (25.9%) | 36 (32.4%) | 30 (26.8%) | 2.352b | .671 |
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| Prefer active conditionm | 67 (60.4%) | 51 (45.1%) | 70 (63.6%) | 60 (54.1%) | 70 (61.9%) | 10.501b | .033c |
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| 16.297b | .038c | ||||||
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| Full-time employment | 69 (62.2%) | 68 (61.3%) | 81 (75.7%) | 65 (59.1%) | 58 (51.8%) |
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| Part-time employment | 30 (27.0%) | 27 (24.3%) | 16 (15.0%) | 34 (30.9%) | 36 (32.1%) |
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| Not in labor force | 12 (10.8%) | 16 (14.4%) | 10 (9.3%) | 11 (10.0%) | 18 (16.1%) |
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a F tests are from one-way analysis of variance (ANOVA) for continuous variables
b χ2 tests for categorical variables
c P<.05
dGAD: Generalized Anxiety Disorder
eCES-D: Center for Epidemiologic Studies Depression Scale
fPSWQ: Penn State Worry Questionnaire
gAUDIT: Alcohol Use Disorders Identification Test
hDOR: Days out of Role
iSelf-rated health assessed on a 5-point scale from 1 (excellent) to 5 (poor)
jChildhood adversity based on aggregate of 6 items assessing paternal/maternal mental health problems and substance use problems, high familial conflict, and parental separation/divorce
kTraumatic life events based on count from list of 14 traumatic events
lPositive beliefs in Internet therapy based on 2 items regarding confidence in learning skills about anxiety and better understanding anxiety using the Internet
mPreference for active condition based on a single item asking which intervention would be preferred
Figure 2Outcome data on GAD-7 at post-test, 6-month and 12-month follow-ups (error bars represent standard error).
Repeated measures mixed model of GAD-7 scores at post-test, 6, and 12 months.
| Parameter | Estimate | Standard error | df |
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| Intercept |
| 6.946 | 0.359 | 553.0 | 19.3 | <.001 |
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| 1.0 | .410 |
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| Active website | −0.117 | 0.508 | 553.0 | −0.2 | .818 |
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| Active website with email reminders | −0.716 | 0.506 | 553.0 | −1.4 | .158 |
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| Active website with phone reminders | −0.173 | 0.510 | 553.0 | −0.3 | .734 |
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| Control website with phone reminders | −0.335 | 0.506 | 553.0 | −0.7 | .508 |
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| Control website | 0.000 | 0.000 |
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| 29.5 | <.001 | ||||
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| Baseline | 0.000 | 0.000 |
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| Post-test | −1.066 | 0.494 | 389.2 | −2.2 | .032 |
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| 6-month follow-up | −2.337 | 0.512 | 372.8 | −4.6 | <.001 |
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| 12-month follow-up | −1.178 | 0.612 | 315.8 | −1.9 | .055 |
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| 0.8 | .622 | ||||
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| Active vs control at baseline | 0.000 | 0.000 |
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| Active vs control at post-test | 0.331 | 0.698 | 390.6 | 0.5 | .636 |
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| Active vs control at 6 months | 0.179 | 0.723 | 374.2 | 0.2 | .805 |
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| Active vs control at 12 months | −0.274 | 0.853 | 313.9 | −0.3 | .748 |
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| Active email vs control at baseline | 0.000 | 0.000 |
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| Active email vs control at post-test | −0.517 | 0.718 | 393.9 | −0.7 | .472 |
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| Active email vs control at 6 months | 0.370 | 0.730 | 372.3 | 0.5 | .612 |
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| Active email vs control at 12 months | −0.157 | 0.896 | 319.4 | −0.2 | .861 |
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| Active phone vs control at baseline | 0.000 | 0.000 |
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| Active phone vs control at post-test | −0.689 | 0.682 | 384.5 | −1.0 | .314 |
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| Active phone vs control at 6 months | 0.736 | 0.709 | 369.4 | 1.0 | .300 |
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| Active phone vs control at 12 months | −1.082 | 0.851 | 315.4 | −1.3 | .205 |
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| Control phone vs control at baseline | 0.000 | 0.000 |
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| Control phone vs control at post-test | −0.137 | 0.655 | 379.2 | −0.2 | .835 |
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| Control phone vs control at 6 months | 0.394 | 0.683 | 364.4 | 0.6 | .565 |
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| Control phone vs control at 12 months | −0.150 | 0.808 | 310.2 | −0.2 | .853 |
Primary and secondary outcome data.
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| Active | Active / phone | Active / email | Control | Control / phone |
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| mean (SD)/n | mean (SD)/n | mean (SD)/n | mean (SD)/n | mean (SD)/n |
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| Baseline | 111 | 110 | 113 | 111 | 113 |
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| Post-test | 66 | 75 | 58 | 66 | 93 |
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| 6-month | 55 | 62 | 54 | 55 | 77 |
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| 12-month | 53 | 52 | 40 | 48 | 70 |
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| 0.8 | 12, 323.4 | .622 | ||||||
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| Baseline | 6.8 (3.9) | 6.8 (3.6) | 6.2 (3.9) | 7.0 (3.8) | 6.6 (3.7) |
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| Post-test | 6.1 (4.7) | 4.7 (3.6) | 4.6 (2.9) | 6.1 (4.1) | 5.3 (4.2) |
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| 6-month | 4.3 (3.0) | 5.0 (4.0) | 4.3 (3.7) | 4.6 (3.6) | 4.7 (3.1) |
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| 12-month | 5.1 (4.6) | 4.0 (3.4) | 5.1 (4.1) | 5.9 (4.5) | 5.1 (3.6) |
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| 1.0 | 12, 345.4 | .419 | ||||||
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| Baseline | 40.5 (12.2) | 39.5 (11.6) | 37.9 (12.5) | 40.3 (12.0) | 39.2 (10.8) |
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| Post-test | 39.0 (13.2) | 37.4 (10.6) | 33.8 (11.5) | 41.0 (12.3) | 38.4 (12.8) |
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| 6-month | 33.9 (13.2) | 38.2 (11.3) | 35.9 (11.5) | 38.9 (13.4) | 37.9 (13.5) |
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| 12-month | 34.1 (14.0) | 33.2 (11.2) | 34.4 (13.1) | 38.3 (13.9) | 37.2 (12.1) |
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| 1.7 | 12, 345.9 | .057 | ||||||
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| Baseline | 19.3 (11.0) | 17.5 (10.6) | 19.9 (11.5) | 18.7 (9.9) | 18.8 (9.9) |
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| Post-test | 18.9 (11.8) | 14.6 (10.6) | 17.1 (11.1) | 18.5 (12.2) | 16.7 (11.0) |
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| 6-month | 16.0 (12.3) | 15.0 (11.5) | 15.4 (9.5) | 17.4 (10.2) | 15.1 (9.8) |
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| 12-month | 19.5 (12.4) | 14.7 (10.0) | 19.4 (11.6) | 20.3 (11.1) | 21.1 (10.6) |
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| 1.9 | 12, 328.4 | .036b | ||||||
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| Baseline | 16.7 (10.1) | 16.7 (9.8) | 17.7 (10.9) | 18.8 (10.6) | 17.3 (8.8) |
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| Post-test | 14.0 (10.8) | 12.4 (8.6) | 10.9 (8.4) | 17.5 (11.3) | 13.8 (9.6) |
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| 6-month | 10.7 (7.7) | 12.6 (10.5) | 11.8 (8.9) | 14.4 (11.3) | 13.4 (8.1) |
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| 12-month | 12.0 (9.2) | 9.7 (5.9) | 12.3 (11.3) | 15.3 (9.3) | 12.6 (8.7) |
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| 1.1 | 12, 369.9 | .324 | ||||||
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| Baseline | 0.6 (1.5) | 0.6 (1.6) | 0.9 (2.3) | 0.6 (1.4) | 0.6 (1.2) |
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| Post-test | 0.5 (1.3) | 0.2 (0.5) | 0.4 (0.9) | 0.5 (1.4) | 0.2 (0.8) |
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| 6-month | 0.3 (1.4) | 0.4 (1.1) | 0.1 (0.6) | 0.5 (1.8) | 0.5 (2.5) |
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| 12-month | 0.3 (0.8) | 0.2 (0.6) | 0.1 (0.5) | 0.7 (1.8) | 0.4 (1.9) |
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astatistics are omnibus F tests from mixed models repeated measures for each outcome, based on time × condition interaction terms
b P<.05
cGAD: Generalized Anxiety Disorder
dPSWQ: Penn State Worry Questionnaire
eASI: Anxiety Sensitivity Index
fCES-D: Center for Epidemiologic Studies Depression scale
gDOR: days out of role due to anxiety