| Literature DB >> 35323119 |
Ville Ritola1, Jari Olavi Lipsanen2, Satu Pihlaja1, Eero-Matti Gummerus1, Jan-Henry Stenberg1, Suoma Saarni1, Grigori Joffe1.
Abstract
BACKGROUND: Therapist-supported, internet-delivered cognitive behavioral therapy (iCBT) is efficacious for generalized anxiety disorder (GAD), but few studies are yet to report its effectiveness in routine care.Entities:
Keywords: CBT; cognitive behavioral therapy; digital health; generalized anxiety disorder; iCBT; internet; mental health; routine care; web-based
Mesh:
Year: 2022 PMID: 35323119 PMCID: PMC8990365 DOI: 10.2196/29384
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 7.076
Figure 1Patient flowchart. GAD-7: Generalized Anxiety Disorder 7-item scale.
Baseline characteristics.
| Characteristics | Total sample (N=1099) | Completers (n=485) | Noncompleters (n=614) | Completers vs noncompleters | |||||||||
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| Test statistic | |||||||||
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| .13 | ||||||||||||
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| Female | 849 (77.3) | 385 (79.4) | 464 (75.6) |
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| Male | 250 (22.7) | 100 (20.6) | 150 (24.4) |
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| .002 | ||||||||||||
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| Primary care | 601 (54.7) | 235 (48.5) | 366 (59.6) |
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| Private or occupational | 339 (30.8) | 171 (35.3) | 168 (27.4) |
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| Student health care | 50 (4.5) | 24 (4.9) | 26 (4.2) |
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| Psychiatry | 55 (5) | 25 (5.2) | 30 (4.9) |
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| Unspecified | 54 (4.9) | 33 (6.8) | 21 (3.4) |
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| .004 | ||||||||||||
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| Urban | 966 (87.9) | 412 (84.9) | 554 (90.2) |
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| Nonurban | 130 (11.8) | 73 (7.2) | 57 (5.7) |
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| Age (years), mean (SD) | 33.3 (12.2) | 36.0 (13.1) | 31.1 (12.2) | t935=6.578 | <.001 | ||||||||
| GAD-7a, mean (SD) | 13.2 (3.6) | 13.1 (3.6) | 13.3 (3.6) | t1038=0.941 | .35 | ||||||||
| PSWQb, mean (SD) | 64.4 (9.8) | 64.7 (9.9) | 64.2 (9.7) | t1031=0.723 | .47 | ||||||||
| OASISc, mean (SD) | 12.4 (2.8) | 12.0 (2.8) | 12.7 (2.8) | t1046=4.216 | <.001 | ||||||||
aGAD-7: Generalized Anxiety Disorder 7-item scale.
bPSWQ: Penn State Worry Questionnaire.
cOASIS: Overall Anxiety Severity and Impairment Scale.
Mixed linear model parameter estimates.
| Parameter | Estimate (SE; 95% CI) | Wald Z | ||||||||
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| N/Aa |
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| Intercept | 12.422 (0.210; 12.01 to 12.83) |
| 59.16 (1594.5) | <.001 | |||||
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| Observation time (time) | −0.028 (0.004; −0.035 to −0.021) |
| −7.89 (8627.5) | <.001 | |||||
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| Time2 | 3.35×10−5 (1.32×10−5; 7.57×10−6 to 5.95×10−5) |
| 2.53 (8308.9) | .01 | |||||
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| Time3 | −3.39×10−8 (1.18×10−8; −5.70×10−8 to −1.07×10−8) |
| −2.87 (8117.6) | .004 | |||||
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| Observation session (session) | −0.523 (0.035; −0.592 to −0.455) |
| −15.00 (8652.5) | <.001 | |||||
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| Time × session | 0.002 (0.0003; 0.002 to 0.003) |
| 9.11 (8240.2) | <.001 | |||||
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| Time × age | −1.32×10−4 (4.10×10−5; 2×10−4 to −5.11×10−5) |
| −3.21 (8669.3) | .001 | |||||
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| N/A |
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| Private or occupational | N/A |
| N/A | N/A | ||||
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| Psychiatry | 2.059 (0.530; 1.018 to 3.099) |
| 3.88 (1289.4) | <.001 | ||||
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| Other | 1.409 (0.533; 0.363 to 2.454) |
| 2.64 (1272.5) | .008 | ||||
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| Student health care | 0.500 (0.559; −0.597 to 1.598) |
| 0.89 (1336.0) | .37 | ||||
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| Primary care | 0.919 (0.249; 0.430 to 1.408) |
| 3.68 (1303.0) | <.001 | ||||
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| N/A |
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| Private or occupational | N/A |
| N/A | N/A | ||||
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| Psychiatry | 0.001 (0.002; −0.004 to 0.006) |
| 0.34 (8163.2) | .73 | ||||
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| Other | 0.004 (0.002; −0.001 to 0.009) |
| 1.58 (8140.2) | .11 | ||||
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| Student health care | 0.010 (0.003; 0.004 to 0.015) |
| 3.46 (8193.8) | .001 | ||||
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| Primary care | 0.004 (0.001; 0.002 to 0.006) |
| 3.51 (8219.9) | <.001 | ||||
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| N/A |
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| Completers, as reference | N/A |
| N/A | N/A | ||||
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| Late dropouts | 0.005 (0.001; 0.002 to 0.008) |
| 3.44 (8677.2) | .001 | ||||
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| Early dropouts | 0.003 0.004; −0.005 to 0.012) |
| 0.72 (8525.7) | .47 | ||||
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| Residual | 9.40 (0.15; 9.11 to 9.70) | 61.76 | N/A | <.001 | |||||
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| Patient intercept | 10.56 (0.52; 9.59 to 11.63) | 20.34 | N/A | <.001 | |||||
aN/A: not applicable.
Figure 2Estimated mean marginal values based on linear mixed model versus observed values. Curves depict an average patient trajectory. GAD-7: Generalized Anxiety Disorder 7-item scale.
Treatment effects based on estimated marginal means and observed values.
| Treatment effect | Baseline, mean (SD) | Post, mean (SD) | Pre–post, change | Pre–post, correlation | Effect size, Cohen | |||||||
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| Completersb | 13.1 (3.6) | 7.0 (4.7) | −6.1 | 0.267 | 1.39 (1.25-1.53) | ||||||
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| Early dropouts | 12.9 (3.6) | 11.5 (4.5) | −1.3 | 0.377c | 0.34 (0.16-0.51) | |||||
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| Late dropouts | 12.9 (3.6) | 9.4 (5.1) | −3.5 | 0.351c | 0.85 (0.70-1.00) | |||||
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| ITTd analysis | 12.9 (3.6) | 8.7 (4.7) | −4.1 | 0.308c | 0.97 (0.88-1.06) | |||||
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| Completersb | 64.7 (9.9) | 53.7 (13.6) | −11.0 | 0.526 | 1.14 (1.00-1.27) | ||||||
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| Completersb | 12.0 (2.8) | 8.4 (3.9) | −3.6 | 0.452 | 1.23 (1.09-1.37) | ||||||
aGAD-7: Generalized Anxiety Disorder 7-item scale.
bFewer patients completed the PSWQ and OASIS after the treatment (n=479).
cOnly these correlations were calculated from before the treatment and the last observed values for those with ≥2 observations.
dITT: intention to treat.
ePSWQ: Penn State Worry Questionnaire. For PSWQ and Overall Anxiety Severity and Impairment Scale, only baseline scores were available for noncompleters; hence, only complete effect sizes were observed.
fOASIS: Overall Anxiety Severity and Impairment Scale.
Clinical indexes at the final on-therapy observation.
| Clinical index | ITTa, n (%) | Completers, n (%) | Late dropoutsb (sessions ≥4), n (%) | Early dropoutsb (sessions <4), n (%) | |||||
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| 1099 (100) | 485 (100) | 363 (100) | 251 (100) | |||||
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| Reliable improvementd | 532 (48.4) | 306 (63.1) | 170 (46.8) | 56 (22.3) | ||||
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| Reliable deterioratione | 41 (3.73) | 12 (2.5) | 19 (5.2) | 10 (4) | ||||
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| 894 (100) | 385 (100) | 295 (100) | 214 (100) | |||||
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| Reliable improvementd | 479 (53.6) | 268 (69.6) | 155 (52.5) | 56 (26.2) | ||||
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| Recoveryf | 486 (54.4) | 280 (72.7) | 149 (50.5) | 57 (26.6) | ||||
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| Reliable recoveryg | 421 (47.1) | 244 (63.4) | 129 (43.7) | 48 (22.4) | ||||
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| Reliable deterioratione | 27 (3) | 9 (2.3) | 11 (3.7) | 7 (3.3) | ||||
aITT: intention to treat.
bOn the basis of the last observed values.
cGAD-7: Generalized Anxiety Disorder 7-item scale.
dGAD-7 score drop of ≥5.
eGAD-7 score increase of ≥5.
fGAD-7 changed to <10 at after the treatment.
gBoth reliably improved and recovered.