| Literature DB >> 31608389 |
Rikard Sunnhed1, Hugo Hesser2, Gerhard Andersson2,3, Per Carlbring1, Charles M Morin4, Allison G Harvey5, Markus Jansson-Fröjmark3.
Abstract
STUDYEntities:
Keywords: behavior therapy; cognitive behavior therapy; cognitive therapy; insomnia; internet-delivered
Mesh:
Year: 2020 PMID: 31608389 PMCID: PMC7017953 DOI: 10.1093/sleep/zsz245
Source DB: PubMed Journal: Sleep ISSN: 0161-8105 Impact factor: 5.849
Figure 1.Flowchart.
Participant characteristics at baseline
| Cognitive therapy ( | Behavior therapy ( | Waitlist ( | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| Gender (female) | 76.4 | 55 | 69.9 | 51 | 73 | 54 | ||||||
| Age | 51.5 | 12.5 | 51.8 | 14.5 | 54.2 | 14.6 | ||||||
| Marital status | ||||||||||||
| Single | 30.6 | 22 | 31.5 | 23 | 24.3 | 18 | ||||||
| Married/partner | 69.4 | 50 | 68.5 | 50 | 75.7 | 56 | ||||||
| /separated | ||||||||||||
| Education | ||||||||||||
| High School | 19.4 | 14 | 21.9 | 16 | 23 | 17 | ||||||
| University | 80.6 | 58 | 78.1 | 57 | 77 | 57 | ||||||
| Employment | ||||||||||||
| Employed/stud. | 83.3 | 60 | 75.3 | 55 | 66.2 | 49 | ||||||
| Unemployed | 5.6 | 4 | 4.1 | 3 | 6.8 | 5 | ||||||
| Retired | 11.1 | 8 | 20.5 | 15 | 27 | 20 | ||||||
| Insomnia duration | 12.0 | 10.7 | 11.1 | 10.3 | 11.9 | 13.7 | ||||||
| Insomnia severity | 19.9 | 3.4 | 19.0 | 3.2 | 19.3 | 3.2 | ||||||
| Medication | ||||||||||||
| Hypnotic | 40.3 | 29 | 46.6 | 34 | 40.5 | 30 | ||||||
| Other* | 45.8 | 33 | 46.6 | 34 | 44.6 | 33 | ||||||
| Comorbidity | ||||||||||||
| Somatic† | 33.3 | 24 | 16.4 | 12 | 23.0 | 17 | ||||||
| Psychiatric ‡ | 16.7 | 12 | 13.7 | 10 | 18.9 | 14 | ||||||
*Types of medication for the sample in total: antidepressants 7.3%, anti-inflammatory medications 2.3%, central stimulants 0.9%, for allergy 4.1%, for asthma 3.2%, for cancer 0.5%, for diabetes 1.4%, for epilepsy 0.9%, for gastric issues 1.4%, for headache 2.7%, for heart diseases 15.5%, for parkinson 0.5%, for thyroid gland 8.2%, tranquilizers 8.2%.
†Types of somatic diseases for the sample in total: autoimmune diseases 5.0%, cancer 1.8%, chronic pain 6.8%, endocrinological diseases 1.4%, gastric diseases 3.2%, headache 2.7%, heart diseases 4.1%, respiratory diseases 1.8%, neurological diseases 0.9%.
‡Depression 5.9%, GAD 8.2%, panic disorder 0.5%, PTSD 0.9%, social phobia 5.9%.
Treatment credibility, expectancy, satisfaction, and self-rated: activity and user-experience
| Cognitive therapy | Behavior therapy | ||||||
|---|---|---|---|---|---|---|---|
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| Credibility | 19.2 (3.9) | 19.6 (3.3) | −0.743, | ||||
| Expectancy | 17.3 (5.4) | 18.8 (4) | 1.868, | ||||
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| 25.7 (4.6) | 25.2 (5.7) | 0.546, | ||||
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| Treatment dropout | 12 | 16.9 | 10 | 13.7 | 0.285, | ||
| Module at dropout* | 3.67 (1.9) | 3 (1.8) | 0.840, | ||||
| Number of modules† | 8.89 (2.5) | 9.05 (2.5) | −0.403, | ||||
| Number of logins ( | 32.8 (16.9) | 30.5 (18.5) | 0.776, | ||||
| Exercises completed | 77.1 | 81.6 | −0.917, | ||||
| Number of support calls | 8.41 (2.6) | 8.86 (2.6) | 1.042, | ||||
| Total minutes of support calls | 111.1 (42.1) | 97.0 (38.8) | 4.357, | ||||
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| Amount of text‡ | 3.46 (0.7) | 3.67 (0.7) | −1.762, | ||||
| Text perceived as interesting/relevant§ | 3.95 (0.7) | 3.69 (0.8) | 2.116, | ||||
| How strenuous exercises were to execute|| | 2.89 (0.9) | 2.59 (1.2) | 1.597, | ||||
| Difficulties in following through with treatment¶ | 2.97 (1.0) | 3.13 (1.2) | −0.849, | ||||
| How often issues with treatment were brought up with the therapist# | 3.95 (1) | 3.96 (1.1) | −0.022, | ||||
| Degree of help received from therapist with issues brought up** | 4.14 (0.9) | 4.12 (0.9) | 0.155, | ||||
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| Hours/week spent on the treatment†† | |||||||
| 0–2 h | 28 | 35 | 52 | 65 | 13.597, | ||
| >2 h | 37 | 67.3 | 18 | 32.7 | 13.597, | ||
| Amount of text read during 10 weeks‡‡ | 4.49 (0.8) | 4.46 (0.7) | 0.274, | ||||
| Degree of work invested in exercises§§ | 3.68 (0.7) | 4.16 (0.8) | −3.701, | ||||
CEQ, Credibility/Expectancy Questionnaire; CSQ, Client Satisfaction Questionnaire.
*Represents the mean module at which treatment dropout occured.
†Represents the mean number of modules reached, as a measure of adherence.
The following response alternatives were used for:
‡1–5 (way too little, too little, ok, too much, way too much).
§1–5 (never, rarely, sometimes, often, always).
||1–5 (some, a little, partly, much, very much).
¶1–5 (hard, pretty hard, neither hard or easy, pretty easy, easy).
#0–5 (never, rarely, sometimes, often, always).
**0–5 (no help, a little help, some help, to a huge degree, much help).
††1–5 (0–1 h, 1–2 h, 3–4 h, 4–5 h, >5 h).
‡‡1–5 (0%, 25%, 50%, 75%, 100%).
§§1–5 (not at all, rarely, now and then, often, very often).
Figure 2.Observed and estimated means for the biweekly measurements on ISI.
Observed means and results from the quadratic growth model examining the controlled effects of therapies on ISI during the active treatment phase
| Observed means | Results from growth models | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PRE | POST | Effect on linear slope | Effect on quadratic slope | ||||||
| ISI |
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| Estimate ( |
| Estimate ( |
| Effect size |
| CT | 71 | 19.9 (3.4) | 67 | 9.3 (4.1) | −2.299 (0.45) | <0.001 | 0.144 (0.079) | 0.066 | 2.146 |
| BT | 73 | 19.0 (3.2) | 70 | 9.6 (5.6) | −2.050 (0.44) | <0.001 | 0.157 (0.076) | 0.039 | 2.014 |
| WL | 74 | 19.3 (3.2) | 74 | 16.5 (4.4) | — | — | — | — | |
The growth model is based on available data for the intention-to-treat sample (N = 218). Treatment conditions were included as fixed binary coded predictors using the control condition as the reference category. The estimate is the unstandardized regression coefficient and can be interpreted as an effect size in the original metric of the scale (one-time unit is 2 weeks). The effect size was derived from the model estimates and represented the standardized mean difference between treatment and control at posttreatment assessment.
BT, behavior therapy; CT, cognitive therapy; ISI, Insomnia Severity Index; S.E., standard error; WL, waitlist.
Figure 3.Percent response and remission based on ISI (observed means).
Observed means and results from the linear growth model examining the controlled effects of therapies on secondary outcomes and sleep diaries
| Observed means | Results from linear growth models | |||||||
|---|---|---|---|---|---|---|---|---|
| Pre | Post | Effect on linear slope | Group diff at week 10 | |||||
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| Estimate (S.E.) |
| Mean diff [95% CI] | Effect size | |
| WSAS | ||||||||
| CT | 71 | 23.3 (8.0) | 66 | 9.7 (8.4) | −9.867 (1.321) | <0.001 | −7.529 [−10.469, −4.589] | 0.879 |
| BT | 73 | 20.9 (9.7) | 70 | 9.4 (7.8) | −7.721 (1.448) | <0.001 | −7.844 [−10.644, −5.044] | 0.915 |
| WL | 74 | 21 (8.1) | 74 | 17.2 (9.5) | — | — | — | — |
| HADS-A | ||||||||
| CT | 71 | 9.3 (3.9) | 65 | 6.8 (3.4) | −1.643 (0.563) | 0.004 | −1.807 [−3.042, −0.571] | 0.480 |
| BT | 73 | 8.8 (3.9) | 70 | 5.8 (3.3) | −2.113 (0.528) | <0.001 | −2.819 [−4.011, −1.627] | 0.749 |
| WL | 74 | 9.5 (4.0) | 74 | 8.6 (4.0) | — | — | — | — |
| HADS-D | ||||||||
| CT | 71 | 6.5 (3.7) | 65 | 3.7 (2.9) | −2.152 (0.479) | <0.001 | −2.025 [−3.101, −0.950] | 0.616 |
| BT | 73 | 6.3 (3.4) | 70 | 3.7 (2.7) | −2.038 (0.461) | <0.001 | −2.129 [−3.143, −1.115] | 0.648 |
| WL | 74 | 6.3 (3.3) | 74 | 5.8 (3.6) | — | — | — | — |
| BBQ | ||||||||
| CT | 71 | 50.3 (19.1) | 65 | 59.8 (18.2) | 10.696 (2.578) | <0.001 | 7.735 [1.234, 14.237] | 0.388 |
| BT | 73 | 56.2 (19.0) | 70 | 59.6 (21.7) | 4.885 (3.156) | 0.122 | 7.793 [0.759, 14.827] | 0.391 |
| WL | 74 | 53.3 (20.6) | 74 | 52.1 (21.8) | — | — | — | — |
| SOL | ||||||||
| CT | 71 | 47 (40) | 48 | 25 (17) | −14.887 (5.180) | 0.004 | −14.305 [−23.282, −5.328] | 0.370 |
| BT | 73 | 55 (38) | 57 | 20 (13) | −31.831 (5.114) | <0.001 | −23.712 [−32.112, −15.312] | 0.613 |
| WL | 74 | 47 (37) | 73 | 42 (32) | — | — | — | — |
| WASO | ||||||||
| CT | 71 | 49 (44) | 48 | 32 (26) | −11.075 (6.014) | 0.066 | −23.380 [−34.867, −11.894] | 0.552 |
| BT | 73 | 56 (36) | 57 | 18 (17) | −29.711 (5.764) | <0.001 | −35.174 [−45.266, −25.081] | 0.831 |
| WL | 74 | 62 (46) | 73 | 52 (39) | — | — | — | — |
| EMA | ||||||||
| CT | 71 | 41 (36) | 48 | 22 (25) | −18.551 (5.994) | 0.002 | −23.380 [−27.542, −7.250] | 0.523 |
| BT | 73 | 38 (30) | 57 | 14 (15) | −23.658 (5.046) | <0.001 | −35.174 [−33.414, −16.502] | 0.750 |
| WL | 74 | 40 (32) | 73 | 39 (32) | — | — | — | — |
| TST | ||||||||
| CT | 71 | 339 (65) | 48 | 386 (48) | 34.566 (8.986) | <0.001 | 41.468 [18.985, 63.951] | 0.588 |
| BT | 73 | 325 (67) | 57 | 377 (57) | 41.723 (10.105) | <0.001 | 36.205 [12.551, 59.860] | 0.514 |
| WL | 74 | 332 (80) | 73 | 344 (81) | — | — | — | — |
Note. The growth model is based on available data for the intention-to-treat sample (N = 218). Treatment conditions were included as fixed binary coded predictors using the control condition as the reference category. The estimate is the unstandardized regression coefficient and can be interpreted as an effect size in the original metric of the scale (one-time unit is 10 weeks). The unstandardized mean difference (unstandardized effect size) and effect size (standardized mean difference) were derived from the model estimates.
BT, behavior therapy; BBQ, Brunnsviken Brief Quality of Life Scale; CT, cognitive therapy; EMA, Early morning awakening; HADS-A & HADS-D, Hospital Anxiety and Depression scale; S.E., standard error; SOL, sleep onset latency; TST, total sleep time; WASO, Wake after sleep onset; WL, waitlist; WSAS, Work and Social adjustment Scale.
Results from growth models contrasting CT and BT on six assessment points from pre- to posttreatment on sleep-diary outcomes
| Results from linear growth models | ||||
|---|---|---|---|---|
| Effect of the predictor | Group diff at week 10 | |||
| Outcome/predictor | Estimate (S.E.) |
| Mean diff [95%CI] | Effect size |
| SOL | ||||
| Time (linear) | −10.269 (1.218) | <0.001 | ||
| Time (quadr) | 1.107 (0.198) | <0.001 | ||
| Time (linear) on Tx | −5.975 (2.702) | 0.027 | ||
| Time (quadr) on Tx | 0.969 (0.406) | 0.018 | −6.154 [−11.758, −0.550] | 0.150 |
| WASO | ||||
| Time (linear) | −12.605 (1.823) | <0.001 | ||
| Time (quadr) | 1.618 (0.307) | <0.001 | ||
| Time (linear) on Tx | −5.650 (3.318) | 0.089 | ||
| Time (quadr) on Tx | 0.665 (0.562) | 0.237 | −10.708 [−18.779, −2.637] | 0.277 |
| EMA | ||||
| Time (linear) | −9.899 (1.355) | <0.001 | ||
| Time (quadr) | 1.179 (0.229) | <0.001 | ||
| Time (linear) on Tx | −3.914 (2.795) | 0.161 | ||
| Time (quadr) on Tx | 0.754 (0.474) | 0.112 | −6.351 [−13.110, 0.409] | 0.188 |
| TST | ||||
| Time (linear) | 16.113 (2.813) | <0.001 | ||
| Time (quadr) | −1.412 (0.498) | 0.005 | ||
| Time (linear) on Tx | −5.810 (5.614) | 0.301 | ||
| Time (quadr) on Tx | 1.855 (0.994) | 0.062 | 0.394 [−17.374, 18.163] | 0.006 |
The growth model is based on available data for the intention-to-treat sample (n = 144). Time (linear) and time (quadr) in the model are the time coefficients representing averaged population change across conditions for the active treatment phase. Tx is a group variable representing treatment assignment (BT = 0.5, CT = −0.5). The estimate is the unstandardized regression coefficient and can be interpreted as an effect size in the original metric of the scale (one-time unit is 2 weeks). The unstandardized mean difference (unstandardized effect size) and effect size (standardized mean difference) were derived from the model estimates. The negative mean difference at week 10 indicates a beneficial effect for BT relative to CT on SOL, WASO, and EMA, and the positive mean difference on TST also indicates a beneficial effect for BT relative to CT.
EMA, Early morning awakening; S.E., standard error; SOL, sleep onset latency; Time (linear) and Time (quadr), estimation of linear and quadratic time; TST, total sleep time; WASO, Wake after sleep onset.
Observed means and results from piecewise growth models examining change over the pre-post assessment and 6-month follow-up for the primary and secondary outcomes
| Observed means | Results from linear growth models | ||||||
|---|---|---|---|---|---|---|---|
| FU6 | Effect of the predictor | Group diff at FU6 | |||||
| Outcome |
|
| Predictor | Estimate (S.E.) |
| Mean diff [95% CI] | Effect size |
| WSAS | |||||||
| CT | 68 | 9.4 (7.9) | Time 1 | −12.510 (0.788) | <0.001 | ||
| BT | 68 | 9.3 (8.9) | Time 2 | −0.061 (0.310) | 0.844 | ||
| Time 1 on Tx | 2.052 (1.574) | 0.192 | |||||
| Time 2 on Tx | 0.095 (0.621) | 0.879 | −0.182 [−2.976, 2.612] | 0.022 | |||
| HADS-A | |||||||
| CT | 68 | 7.2 (3.5) | Time 1 | −2.706 (0.275) | <0.001 | ||
| BT | 68 | 6.4 (4.1) | Time 2 | 0.198 (0.110) | 0.072 | ||
| Time 1 on Tx | −0.448 (0.551) | 0.415 | |||||
| Time 2 on Tx | 0.186 (0.220) | 0.398 | −0.545 [−1.805, 0.715] | 0.148 | |||
| HADS-D | |||||||
| CT | 68 | 4.3 (2.9) | Time 1 | −2.611 (0.255) | <0.001 | ||
| BT | 68 | 3.7 (2.9) | Time 2 | 0.156 (0.085) | 0.068 | ||
| Time 1 on Tx | 0.146 (0.509) | 0.774 | |||||
| Time 2 on Tx | −0.220 (0.171) | 0.198 | −0.600 [−1.576, 0.375] | 0.192 | |||
| BBQ | |||||||
| CT | 68 | 58.3 (18.6) | Time 1 | 6.527 (1.522) | <0.001 | ||
| BT | 68 | 62.7 (20.7) | Time 2 | 0.256 (0.683) | 0.708 | ||
| Time 1 on Tx | −5.873 (3.047) | 0.054 | |||||
| Time 2 on Tx | 1.881 (1.364) | 0.168 | 4.508 [−2.007, 11.023] | 0.232 | |||
| ISI | |||||||
| CT | 68 | 10.1 (4.9) | Time 1(linear) | −3.841 (0.239) | <0.001 | ||
| BT | 68 | 10.1 (5.7) | Time 1 (quadr) | 0.395 (0.041) | <0.001 | ||
| Time 2 | 0.032 (0.033) | 0.327 | |||||
| Time 1(linear) on Tx | 0.201 (0.485) | 0.678 | |||||
| Time 1(quadr) on Tx | 0.020 (0.084) | 0.816 | |||||
| Time 2 on Tx | −0.049 (0.066) | 0.454 | −0.133 [−1.886, 1.620] | −0.039 | |||
Note. The growth model is based on available data for the intention-to-treat sample (n = 144). Time 1 and Time 2 in the model are the time coefficients representing averaged population change across conditions for the active treatment phase and the follow-up phase, respectively. Tx is a group variable representing treatment assignment (BT = 0.5, CT = −0.5). The estimate is the unstandardized regression coefficient and can be interpreted as an effect size in the original metric of the scale (one-time unit is 10 weeks for all outcomes except for ISI where one-time unit is 2 weeks at Time 1 and 6 months for Time 2). The unstandardized mean difference (unstandardized effect size) and effect size (standardized mean difference) were derived from the model estimates.
BT, behavior therapy; BBQ, Brunnsviken Brief Quality of Life Scale; CT, cognitive therapy; HADS-A & HADS-D, Hospital Anxiety and Depression scale; S.E., standard error; Time 1 and Time 2, first and second piece of the linear growth model; Time 1 (quadr), estimation of quadratic time; WL, waitlist; WSAS, Work and Social adjustment Scale.