| Literature DB >> 33840264 |
Heather D Hadjistavropoulos1, Vanessa Peynenburg1, David L Thiessen2, Marcie Nugent1, Eyal Karin3, Lauren Staples3, Blake F Dear3, Nickolai Titov3.
Abstract
OBJECTIVE: There is strong evidence supporting internet-delivered cognitive behaviour therapy (iCBT) and consequently growing demand for iCBT in Canada. Transdiagnostic iCBT that addresses both depression and anxiety is particularly promising as it represents an efficient method of delivering iCBT in routine care. The Online Therapy Unit, funded by the Saskatchewan government, has been offering transdiagnostic iCBT for depression and anxiety since 2013. In this article, to broadly inform implementation efforts, we examined trends in utilization, patient characteristics, and longitudinal improvements for patients receiving transdiagnostic iCBT over 6 years.Entities:
Keywords: anxiety; cognitive behaviour therapy; depression; internet-delivered; transdiagnostic
Mesh:
Year: 2021 PMID: 33840264 PMCID: PMC8935601 DOI: 10.1177/07067437211006873
Source DB: PubMed Journal: Can J Psychiatry ISSN: 0706-7437 Impact factor: 4.356
Figure 1.Patient flow from screening to follow-up. Trial 1 (November 1, 2013, to July 20, 2015): Cohort comparison of specialized and nonspecialized therapists. Trial 2 (February 1, 2016, to July 25, 2016): Randomized controlled trial comparing optional support versus once-weekly support. Trial 3 (December 2, 2016, to June 8, 2017): Preference trial comparing patient preference for optional versus once-weekly support. Trial 4 (October 1, 2017, to September 14, 2018): Randomized trial comparing one-business-day support versus once-weekly support. Trial 5 (September 2018, to March 1, 2019): Randomized trial comparing once-weekly support with or without pre-treatment lesson on motivational interviewing. Trial 6 (May 2, 2019, to November 5, 2019): Randomized factorial trial comparing once-weekly versus twice-weekly support and homework reflection record versus no reflection record.
Demographic Characteristics by Year and Overall for Patients Who Started the Wellbeing Course.
| 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total | Significance | |
|---|---|---|---|---|---|---|---|---|---|
| Patients started course ( | 28 | 275 | 407 | 571 | 715 | 812 | 1,195 | 4,003 | |
| Age | |||||||||
| Mean age ( | 38.14 (11.99) | 38.97 (12.42) | 38.94 (13.22) | 37.36 (12.50) | 37.25 (12.90) | 37.56 (13.12) | 36.58 (12.76) | 37.42 (12.89) |
|
| [Age range] | [22 to 73] | [19 to 73] | [18 to 81] | [18 to 81] | [18 to 86] | [18 to 84] | [18 to 88] | [18 to 88] | |
| Gender | |||||||||
| Men | 10.7% | 24.9% | 29.70% | 25.40% | 23.60% | 24.80% | 25.60% | 25.3% | χ2 (1, |
| (3/28) | (68/273) | (121/407) | (145/571) | (169/715) | (201/812) | (306/1,195) | (1,013/4,001) | ||
| Women | 89.3% | 74.7% | 69.8% | 74.30% | 76.10% | 75.20% | 73.20% | 74.20% | |
| (25/28) | (204/273) | (284/407) | (424/571) | (544/715) | (611/812) | (875/1,195) | (2,967/4,001) | ||
| Non-binary, two-spirit, not listed, or prefer not to disclose | 0 | 0.40% | 0.50% | 0.40% | 0.30% | 0 | 1.20% | 0.40% | |
| (1/273) | (2/407) | (2/571) | (2/715) | (21/1,195) | (21/4,001) | ||||
| Location | |||||||||
| Large city (>200,000) | 50.00% | 54.2% (148/273) | 46.40% | 42.60% | 40.80% | 41.70% | 45.10% | 44.10% | χ2 (1, |
| (14/28) | (189/407) | (243/571) | (292/715) | (339/812) | (539/1,194) | (1,764/4,000) | |||
| Small-medium city (10,000 to 200,000) | 10.70% | 19.00% | 23.80% | 29.10% | 31.20% | 25.20% | 25.80% | 26.40% | |
| (3/28) | (52/273) | (97/407) | (166/571) | (223/715) | (205/812) | (308/1,194) | (1,054/4,000) | ||
| Town or village | 35.70% | 19.40% | 20.90% | 20.80% | 20.70% | 23.30% | 20.00% | 21.10% | |
| (10/28) | (53/273) | (85/407) | (119/571) | (148/715) | (189/812) | (239/1,194) | (843/4,000) | ||
| Farm | 3.60% | 7.30% | 8.60% | 7.40% | 6.70% | 9.10% | 8.30% | 8.00% | |
| (1/28) | (20/273) | (35/407) | (42/571) | (48/715) | (74/812) | (99/1,194) | (319/4,000) | ||
| Reserve | 0 | 0 | 0.20% | 0.20% | 0.60% | 0.60% | 0.80% | 0.50% | |
| (1/407) | (1/571) | (4/715) | (5/812) | (9/1,194) | (20/4,000) | ||||
| Ethnicity | |||||||||
| White/Caucasian | 92.90% | 93.40% | 92.00% | 89.50% | 88.10% | 91.30% | 89.80% | 90.3% | χ2 (1, |
| (26/28) | (253/271) | (368/400) | (511/571) | (630/715) | (743/812) | (1,073/1,195) | (3,604/3,992) | ||
| Asian | 3.60% | 0.40% | 1.50% | 2.10% | 1.30% | 0.60% | 1.70% | 1.40% | |
| (1/28) | (1/271) | (6/400) | (12/571) | (9/715) | (5/812) | (20/1,195) | (54/3,992) | ||
| First Nations/Métis | 3.60% | 2.20% | 3.50% | 2.00% | 5.10% | 5.40% | 5.70% | 4.50% | |
| (1/28) | (6/271) | (14/400) | (11/571) | (36/715) | (44/812) | (68/1,195) | (180/3,992) | ||
| Other | 0 | 4.10% | 3.00% | 6.50% | 5.60% | 2.50% | 2.80% | 3.90% | |
| (11/271) | (12/400) | (37/571) | (40/715) | (21/812) | (34/1,195) | (155/3,992) | |||
| Employment (most applicable) | |||||||||
| Paid employment | 67.90% | 70.00% | 65.40% | 64.80% | 63.50% | 61.50% | 68.10% | 65.30% | χ2 (1, |
| (19/28) | (191/273) | (266/407) | (370/571) | (454/715) | (499/812) | (814/1,195) | (2,613/4,001) | ||
| Student | 3.60% | 1.80% | 4.20% | 7.40% | 7.60% | 6.90% | 6.40% | 6.30% | |
| (1/28) | (5/273) | (17/407) | (42/571) | (54/715) | (56/812) | (76/1,195) | (251/4,001) | ||
| Unemployed | 10.70% | 9.20% | 11.30% | 6.80% | 7.40% | 7.80% | 6.30% | 7.60% | |
| (3/28) | (25/273) | (46/407) | (39/571) | (53/715) | (63/812) | (75/1,195) | (304/4,001) | ||
| Other (retired, home duties, disability) | 17.90% | 19.00% | 19.20% | 21.00% | 21.50% | 26.80% | 19.25% | 20.89% | |
| (5/28) | (54/273) | (78/407) | (120/571) | (154/715) | (194/812) | (230/1,195) | (835/4,001) | ||
| Education | |||||||||
| University degree | 57.20% | 36.20% | 35.30% | 37.30% | 33.40% | 33.90% | 33.60% | 33.7% | χ2 (1, |
| (16/28) | (99/273) | (104/407) | (213/571) | (239/715) | (276/812) | (401/1,195) | (1,348/4,001) | ||
| Relationship status | |||||||||
| Married | 50.0% (14/28) | 48.0% (131/273) | 46.2% (188/407) | 46.8% (263/562) | 45.5% (325/715) | 45.2% (367/812) | 44.4% (531/1,195) | 45.6% (1,819/3,992) | χ2 (1, |
| Children | |||||||||
| Have children | 53.60% | 63.8% (173/271) | 57.6% (234/406) | 57.50% | 59.00% | 58.40% | 51.0% | 56.4% | χ2 (1, |
| (15/28) | (323/562) | (422/715) | (474/812) | (609/1,195) | (2,250/3,989) | ||||
Note. Bonferroni correction P < 0.006.
a Over time, there was a lower number of patients reporting they had children. See Supplementary Materials Table 1 showing patient characteristics did not differ by trial.
Baseline Symptom Severity and Current and Lifetime Mental Health Service Use by Year and Overall for Patients Who Started the Wellbeing Course.
| 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total | Significance | |
|---|---|---|---|---|---|---|---|---|---|
| Baseline symptom scores | |||||||||
| Mean PHQ-9 ( | 11.86 (5.05) | 12.59 (5.67) | 12.05 (5.66) | 11.79 (5.95) | 12.34 (5.92) | 12.02 (5.79) | 11.91 (5.62) | 12.05 (5.76) |
|
| Mean GAD-7 ( | 12.07 (5.66) | 12.07 (5.10) | 11.13 (5.27) | 11.81 (5.20) | 12.31 (5.00) | 12.05 (5.14) | 11.62 (4.95) | 11.85 (5.09) |
|
| Mean K10 ( | 26.36 (6.84) | 27.82 (7.45) | 27.14 (7.30) | 27.52 (7.34) | 28.46 (7.80) | 28.20 (7.60) | 27.64 (7.58) | 27.84 (7.55) |
|
| Mean SDS ( | 18.11 (8.10) | 17.37 (8.00) | 17.58 (7.72) | 17.11 (7.67) | 17.01 (7.65) | 17.02 (7.87) | 16.89 (7.92) | 17.09 (7.81) |
|
| Mean PDSS-SR ( | 9.39 (8.16) | 7.22 (6.22) | 7.41 (6.21) | 7.36 (6.12) | 7.57 (5.96) | 7.53 (5.92) | 7.14 (5.93) | 7.38 (6.03) |
|
| Mean SPS/SIAS-6 ( | 12.18 (9.78) | 13.19 (10.39) | 14.23 (10.24) | 14.70 (10.37) | 15.01 (10.84) | 15.06 (11.29) | 14.91 (10.69) | 14.71 (10.73) |
|
| Symptoms in the clinical range | |||||||||
| Depression or anxiety | 85.7% (24/28) | 84.0% (231/275) | 83,3% (339/407) | 81.6% (466/571) | 84.6% (605/715) | 84.4% (685/812) | 83.8% (1,002/1,195) | 83.7% (3,352/4,003) | χ2 (1, |
| Mental health service use (last 3 months) | |||||||||
| Receiving other mental health treatment | 32.1% (9/28) | 49.6% (134/270) | 47.2% (191/405) | 40.8% (233/571) | 43.0% (307/714) | 48.9% (397/812) | 49.2% (587/1,194) | 46.5% (1,858/3,994) | χ2 (1, |
| On wait-list for other services | — | — | 8.6% (16/187) | 9.6% (55/571) | 14.4% (103/714) | 14.2% (115/812) | 10.5% (125/1,194) | 11.9% (414/3,478) | χ2 (1, |
| Psychotropic medication | 42.9% (12/28) | 62.4% (171/274) | 60.4% (246/407) | 57.3% (327/571) | 56.2% (401/713) | 55.6% (451/811) | 56.9% (682/1,194) | 57.3% (2,292/3,999) | χ2 (1, |
| Mental health service use (lifetime) | |||||||||
| Family doctor/walk-in clinic | — | — | — | — | 88.6% (109/123) | 84.7% (688/812) | 86.9% (1,037/1,194) | 86.1% (1,834/2,129) | χ2 (1, |
| Psychiatrist | — | — | — | — | 30.9% (38/123) | 30.4% (247/812) | 32.5% (388/1,194) | 31.61% (673/2,129) | χ2 (1, |
Note. PHQ-9 = Patient Health Questionnaire 9-item; GAD-7 = Generalized Anxiety Disorder Questionnaire 7-item; K10 = Kessler Distress Scale; SDS = Sheehan Disability Scale; PDSS-SR = Panic Disorder Severity Scale Self-Report; SIAS-6/SPS-6 = Social Interaction Anxiety Scale and Social Phobia Scale (SIAS-6/SPS-6). Bonferroni correction P < 0.004.
Treatment Outcomes in Overall Sample.
| Estimated Means, Standard Deviations, and Test of No Change from Pre-treatment | Hedges | Percentage Change in Estimated Mean from Pre-treatment | Reliable Treatment Outcomes | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Pre-treatment | Post-treatment | Follow-up | to Post-treatment | to Follow-up | to Post-treatment | to Follow-up | Deterioration | Recovery | |
| Overall sample | |||||||||
| PHQ-9 | 12.05 (5.76) | 6.43 (5.39)
χ2 = 1,115.7,
| 5.86 (5.04)
χ2 = 1,563.5,
| 1.01 [0.97, 1.05] | 1.14 [1.10, 1.18] | 47% [45% to 49%] | 51% [50% to 53%] | 1.7% | 36.3% |
| GAD-7 | 11.85 (5.09) | 5.91 (4.89)
χ2 = 1,339.6,
| 5.21 (4.51)
χ2 = 2,101.5,
| 1.19 [1.15, 1.23] | 1.38 [1.34, 1.42] | 50% [48% to 52%] | 56% [54% to 58%] | 2.0% | 45.0% |
| K10 | 27.84 (7.55) | 20.72 (7.73)
χ2 = 1,074.4,
| 19.32 (7.63)
χ2 = 2,169.7,
| 0.93 [0.89, 0.97] | 1.12 [1.08, 1.16] | 26% [24% to 27%] | 31% [29% to 32%] | — | — |
| SDS | 17.12 (7.81) | 10.52 (8.37)
χ2 = 741.9,
| 9.15 (8.67)
χ2 = 972.2,
| 0.81 [0.78, 0.85] | 0.97 [0.93, 1.00] | 39% [36% to 41%] | 47% [44% to 49%] | — | — |
| PDSS-SR | 7.38 (6.03) | 4.51 (4.84)
χ2 = 444.4,
| 3.46 (4.23)
χ2 = 774.6,
| 0.53 [0.49, 0.56] | 0.75 [0.72, 0.79] | 39% [36% to 42%] | 53% [50% to 56%] | — | — |
| SIAS-6/SPS-6 | 14.71 (10.73) | 11.15 (9.31)
χ2 = 474.2,
| 9.79 (9.34)
χ2 = 421.1,
| 0.35 [0.32, 0.39] | 0.49 [0.46, 0.52] | 24% [22% to 27%] | 33% [30% to 36%] | — | — |
| Clinical samplea | |||||||||
| PHQ-9 (≥ 10, | 15.39 (3.98) | 8.09 (5.58)
χ2 = 1,123.2,
| 7.12 (5.29)
χ2 = 1,567.1,
| 1.51 [1.45, 1.56] | 1.77 [1.70, 1.83] | 47% [45% to 49%] | 54% [52% to 56%] | 1.3% | 55.7% |
| GAD-7 (≥ 8, | 13.94 (3.76) | 6.86 (4.98)
χ2 = 1,463.8,
| 5.96 (4.64)
χ2 = 2,008.8,
| 1.60 [1.55, 1.66] | 1.89 [1.83, 1.95] | 51% [49% to 53%] | 57% [56% to 59%] | 1.7% | 58.7% |
| K10 (≥ 21, | 30.21 (6.10) | 22.05 (7.73)
χ2 = 1,061.7,
| 20.45 (7.75)
χ2 = 2,045.8,
| 1.17 [1.13, 1.22] | 1.40 [1.35, 1.45] | 27% [26% to 28%] | 32% [31% to 33%] | — | — |
| SDS excluding lower quartile (≥ 11, | 20.40 (5.27) | 12.25 (8.31)
χ2 = 781.5,
| 10.46 (8.86)
χ2 = 1,014.0,
| 1.17 [1.12, 1.22] | 1.36 [1.31, 1.41] | 40% [38% to 42%] | 49% [47% to 51%] | — | — |
| PDSS-SR (≥ 8, | 12.91 (3.99) | 7.24 (5.18)
χ2 = 606.4,
| 5.41 (4.72)
χ2 = 1,120.2,
| 1.23 [1.17, 1.29] | 1.72 [1.64, 1.79] | 44% [41% to 47%] | 58% [56% to 60%] | — | — |
| SIAS-6 ≥7 and SPS-6 ≥ 2 ( | 22.59 (8.58) | 16.48 (9.23)
χ2 = 590.2,
| 14.66 (9.74)
χ2 = 507.5,
| 0.69 [0.64, 0.73] | 0.86 [0.81, 0.91] | 27% [25% to 29%] | 35% [32% to 38%] | — | — |
Note. PHQ-9 = Patient Health Questionnaire 9-item; GAD-7 = Generalized Anxiety Disorder Questionnaire 7-item; K10 = Kessler Distress Scale; SDS = Sheehan Disability Scale; PDSS-SR = Panic Disorder Severity Scale Self-Report; SIAS-6/SPS-6 = Social Interaction Anxiety Scale and Social Phobia Scale (SIAS-6/SPS-6). Bonferroni correction P < 0.002.
a For each measure, estimated means, effects sizes, and percentage change are calculated based on those who scored in the clinical range on the measure at pre-treatment.
Reliable Change, Program Engagement, Working Alliance, and Treatment Ratings by Year and Overall.
| 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | Total | Significance | |
|---|---|---|---|---|---|---|---|---|---|
| Reliable change | |||||||||
| PHQ-9 post-treatment recovery | 42.0% | 39.4% | 36.8% | 35.9% | 37.1% | 35.2% | 35.7% | 36.3% |
|
| PHQ-9 post-treatment deterioration | 4.7% | 1.3% | 1.8% | 1.4% | 1.9% | 2.0% | 1.4% | 1.7% |
|
| GAD-7 post-treatment recovery | 50.7% | 43.7% | 39.5% | 44.3% | 47.5% | 45.5% | 45.5% | 45.0% |
|
| GAD-7 post-treatment deterioration | 0.8% | 1.3% | 3.7% | 2.1% | 2.0% | 1.6% | 1.7% | 2.0% |
|
| Program engagement | |||||||||
| Accessed | 85.7% (24/28) | 85.8% (236/275) | 79.4% (323/407) | 79.3% (453/571) | 78.0% (558/715) | 81.8% (664/812) | 80.3% (959/1,195) | 80.4% (3,217/4,003) | χ2 (1, |
| Accessed 5 lessons | 75.0% (21/28) | 78.9% (217/275) | 70.3% (286/407) | 70.6% (403/571) | 66.4% (475/715) | 71.1% (577/812) | 71.3% (852/1,195) | 70.7% (2,831/4,003) | χ2 (1, |
| Mean number of therapist emails to patient | 9.68 (2.98) | 9.44 (2.29) | 8.33 (1.98) | 7.07 (2.70) | 8.15 (2.94) | 10.01 (3.14) | 11.29 (3.97) | 9.43 (3.52) |
|
| Mean number of emails from patient to therapist | 6.93 (8.02) | 4.78 (3.30) | 4.13 (3.70) | 3.34 (3.44) | 3.53 (3.20) | 4.09 (3.76) | 4.14 (3.57) | 3.97 (3.60) |
|
| Mean number of phone calls | 1.21 (1.69) | 0.77 (1.23) | 0.88 (1.29) | 0.54 (0.89) | 0.68 (1.04) | 0.96 (1.32) | 0.98 (1.21) | 0.84 (1.19) |
|
| Working alliance | |||||||||
| WAI-SR total score | — | — | — | 43.67 (11.92) | 45.36 (10.89) | 46.30 (10.56) | 47.22 (10.01) | 46.19 (10.62) |
|
| WAI-SR bond score | — | — | — | 15.80 (4.76) | 16.58 (3.91) | 16.88 (3.79) | 17.14 (3.47) | 16.80 (3.84) |
|
| WAI-SR task score | — | — | — | 14.78 (3.73) | 14.89 (3.66) | 15.08 (3.58) | 15.34 (3.40) | 15.11 (3.55) |
|
| WAI-SR goal score | — | — | — | 13.09 (5.03) | 13.84 (4.99) | 14.30 (4.57) | 14.73 (4.45) | 14.25 (4.68) |
|
| Treatment ratings | |||||||||
| Satisfied/very satisfied overall | 90.9% (20/22) | 84.7% (171/202) | 81.3% (222/273) | 80.4% (300/373) | 86.3% (402/466) | 84.4% (487,576) | 88.6% (675/762) | 85.2% (2,277/2,674) | χ2 (1, |
| Satisfied/very satisfied with materials | 95.5% (21/22) | 93.1% (188/202) | 89.0% (243/273) | 86.9% (324/373) | 90.8% (423/466) | 88.7% (511/576) | 90.4% (689/762) | 89.7% (2,399/2,674) | χ2 (1, |
| Satisfied/very satisfied with telephone calls | 71.4% (5/7) | 77.3% (85/110) | 71.9% (110/153) | 67.9% (133/196) | 71.2% (183/257) | 75.0% (252/336) | 74.8% (357/477) | 73.2% (1,125/1,536) | χ2 (1, |
| Satisfied/very satisfied with emails | 90.9% (10/11) | 83.7% (169/202) | 78.0% (213/273) | 74.0% (276/373) | 77.0% (359/466) | 83.8% (482/575) | 84.1% (641/762) | 80.7% (2,150/2,662) | χ2 (1, |
| Increased/greatly increased confidence | 95.5% (21/22) | 91.0% (184/202) | 86.4% (236/273) | 87.9% (328/373) | 93.6% (436/466) | 90.1% (519/576) | 93.0% (709/762) | 91.0% (2,433/2,674) | χ2 (1, |
| Increased/greatly increased motivation for other treatment | 77.3% (17/22) | 79.2% (160/202) | 75.8% (207/273) | 77.2% (288/373) | 81.5% (380/466) | 83.5% (481/576) | 86.9% (636/732) | 81.1% (2,169/2,674) | χ2
(1, |
| Course was worth the time (%) | 100% (22/22) | 98.0% (198/202) | 94.5% (258/273) | 94.6% (353/373) | 96.8% (451/466) | 95.8% (552/576) | 97.2% (741/762) | 96.3% (2,575/2,674) | χ2
(1, |
| Would recommend course to a friend (%) | 100% (22/22) | 97.5% (197/202) | 93.8% (256/273) | 94.9% (354/373) | 97.2% (453/466) | 97.0% (559/576) | 97.2% (741/762) | 96.6% (2,582/2,674) | χ 2
(1, |
Note. PHQ-9 = Patient Health Questionnaire-9-item; GAD-7 = Generalized Anxiety Disorder-7-item; WAI-SR = Working Alliance Inventory-Short Report. Bonferroni correction p < .002.
aPost-hoc comparisons revealed some year-to-year differences in emails sent, emails received, and phone contact. These differences are attributed to trial designs investigating different levels of therapist support. For detailed comparisons by trial, see Supplementary Materials.
bPost-hoc comparisons revealed the WAI-SR Total, Bond subscale, and Goal subscale were lower in 2016 (year patients offered optional support) than in 2018 or 2019 (years offered once-weekly or greater support). For detailed comparisons by trial, see Supplementary Materials.