| Literature DB >> 27245948 |
Janine Clarke1, Judith Proudfoot, Howard Ma.
Abstract
BACKGROUND: Depression is often comorbid with diabetes; however, undertreatment of depressive symptoms in people affected is common.Entities:
Keywords: CBT; Internet interventions; depression; diabetes; eHealth
Year: 2016 PMID: 27245948 PMCID: PMC4908303 DOI: 10.2196/mental.5131
Source DB: PubMed Journal: JMIR Ment Health ISSN: 2368-7959
Figure 1Screenshot of myCompass landing page (1).
Figure 5Screen from myCompass Breathing and Relaxation module.
Figure 2Screenshot of myCompass landing page (2).
Demographic and disease-related characteristics.
| Demographic characteristics | Type 1 diabetes ( | Type 2 diabetes ( | ||
| 39.91 (11.72) | 52.78 (10.21) | |||
| Male | 8 (24) | 19 (35) | ||
| Female | 26 (76) | 36 (65) | ||
| Single | 9 (26) | 9 (16) | ||
| Married | 16 (47) | 30 (55) | ||
| Other | 9 (26) | 16 (29) | ||
| Secondary school or lower | 8 (24) | 6 (11) | ||
| Trade certificate or diploma | 8 (24) | 26 (47) | ||
| University undergraduate degree or higher | 18 (52) | 23 (42) | ||
| 24 (71) | 33 (60) | |||
| Insulinc | 34 (100) | 17 (31) | ||
| Tablets | 3 (9) | 44 (80) | ||
| Diet or exercise | 6 (18) | 33 (60) | ||
| 18.4 (11.8) | 52 (10.2) | |||
| Eye problems | 7 (21) | 14 (26) | ||
| Kidney problems | 0 (0) | 3 (6) | ||
| Heart problems | 4 (12) | 11 (20) | ||
| Foot problems | 3 (9) | 11 (20) | ||
| Sexual problems | 3 (9) | 12 (22) | ||
| None | 21 (62) | 24 (44) | ||
aSD: standard deviation.
bParticipants can select more than one option.
cGroups differ, P<.001.
Observed scores on the outcome measures at baseline, postintervention, and follow-up.
| Baseline ( | Postintervention ( | Follow-up ( | ||||||
| Mean | SDa | Mean | SD | Mean | SD | |||
| Depression (PHQ-9a) | 12.79 | 4.70 | 7.94 | 4.20 | 9.03 | 4.51 | ||
| Anxiety (GAD-7a) | 9.48 | 4.04 | 6.93 | 3.34 | 7.41 | 3.89 | ||
| Work and Social Functioning | 17.44 | 8.41 | 14.63 | 8.22 | 13.06 | 7.53 | ||
| Mental Health Self-Efficacy | 30.14 | 11.11 | 33.48 | 11.52 | 33.78 | 10.91 | ||
| Diabetes-distress (PAIDa) | 50.71 | 18.28 | 30.10 | 17.42 | 30.15 | 21.62 | ||
| Diabetes self-efficacy | 5.57 | 2.08 | 6.12 | 2.10 | 6.23 | 1.99 | ||
| Diabetes self-care | ||||||||
| Foot | 1.90 | 2.05 | 2.33 | 2.34 | 2.45 | 2.48 | ||
| Diet | 3.63 | 1.55 | 3.74 | 1.36 | 3.85 | 1.32 | ||
| Blood glucose monitoring | 4.32 | 2.75 | 4.45 | 2.67 | 4.56 | 2.35 | ||
| Exercise | 2.19 | 2.27 | 2.05 | 2.02 | 2.20 | 2.25 | ||
| Glycemic control | ||||||||
| Hypoglycemia | 2.14 | 1.37 | 2.42 | 1.32 | 2.31 | 1.44 | ||
| Hyperglycemia | 2.70 | 1.47 | 1.92 | 1.33 | 1.97 | 1.59 | ||
aSD: standard deviation; GAD: generalized anxiety disorder; PHQ-9: Patient Health Questionnaire; PAID: Problem Areas in Diabetes scale.
Results of LMMaanalyses for primary outcomes: test of repeat effect (time).
| Effect | Contrast estimate | F, | 95% CI | ||||
| Time | 2, 132 | 38.14 | < .001 | ||||
| Baseline vs postintervention | 4.68 | 1, 127 | 8.30 | < .001 | 3.31-6.04 | ||
| Postintervention vs follow-up | −1.28 | 1, 127 | −1.76 | .081 | −3.0- 0.48 | ||
| Time | 2, 135 | 16.46 | < .001 | ||||
| Baseline vs postintervention | 2.51 | 1, 131 | 5.36 | < .001 | 1.38-3.65 | ||
| Postintervention vs follow-up | −0.60 | 1, 129 | −1.02 | .311 | −2.04- 0.83 | ||
| Time | 2, 132 | 12.96 | < .001 | ||||
| Baseline vs postintervention | 3.33 | 1, 129 | 3.87 | < .001 | 1.25-5.40 | ||
| Postintervention vs follow-up | 1.18 | 1, 125 | 1.07 | .289 | −1.50- 3.87 | ||
| Time | 2, 134 | 7.56 | .001 | ||||
| Baseline vs postintervention | −4.52 | 1, 130 | −3.39 | .001 | −7.75- −1.29 | ||
| Postintervention vs follow-up | 0.10 | 1, 129 | 0.06 | .955 | −4.00- 4.19 | ||
aLMM: linear mixed modeling.
Results of LMM analyses for secondary outcomes: test of repeat effect (time).
| Effect | Contrast estimate | F, | CI | |||||
| Time | 2, 131 | 88.58 | < .001 | |||||
| Baseline vs postintervention | 20.51 | 1, 128 | 11.51 | < .001 | 16.20-24.82 | |||
| Postintervention vs follow-up | 0.15 | 1, 125 | 0.07 | .947 | −5.33- 5.64 | |||
| Time | 2, 128 | 5.96 | .003 | |||||
| Baseline vs postintervention | −0.47 | 1, 125 | −2.80 | .006 | −0.88- −0.06 | |||
| Postintervention vs follow-up | −0.09 | 1, 123 | −0.40 | .692 | −0.62- 0.44 | |||
| Time | 2, 128 | 4.09 | .019 | |||||
| Baseline vs postintervention | −0.60 | 1, 126 | −2.42 | .017 | −1.21- −0.00 | |||
| Postintervention vs follow-up | −0.03 | 1, 121 | −0.08 | .933 | −0.78-0.73 | |||
| Time | 2, 133 | 0.28 | .760 | |||||
| Baseline vs postintervention | 0.03 | 1, 131 | 0.20 | .844 | −0.33 -0.39 | |||
| Postintervention vs follow-up | −0.13 | 1, 128 | −0.72 | .476 | −0.59 - 0.32 | |||
| Time | 2, 126 | 0.79 | .458 | |||||
| Baseline vs post intervention | −0.15 | 1, 125 | −0.85 | .399 | −0.58 - 0.28 | |||
| Postintervention vs follow-up | −0.08 | 1, 119 | −0.38 | .708 | −0.63 - 0.46 | |||
| Time | 2, 131 | 0.44 | .647 | |||||
| Baseline vs postintervention | 0.21 | 1, 129 | 0.89 | .377 | −0.36 - 0.79 | |||
| Postintervention vs follow-up | −0.21 | 1, 125 | −0.70 | .483 | −0.93 - 0.51 | |||
| Time | 2, 89 | 1.52 | .224 | |||||
| Baseline vs postintervention | −0.32 | 1, 90 | −1.59 | .116 | −1.00 - 0.36 | |||
| Postintervention vs follow-up | 0.02 | 1, 82 | 0.10 | .924 | −0.85 - 0.90 | |||
| Time | 2, 130 | 12.99 | < .001 | |||||
| Baseline vs postintervention | 0.80 | 1, 128 | 4.79 | < .001 | 0.40-1.21 | |||
| Post intervention vs follow-up | −0.18 | 1, 124 | −0.86 | .389 | −0.70 -0.33 | |||
aBGT: blood glucose testing.
Within-group effect sizes (Cohen’s d) at postintervention and follow-up.
| Study outcome | Postintervention ( | Follow-up ( | ||
| Depression | 1.05 | 0.74 | ||
| Anxiety | 0.68 | 0.48 | ||
| Work and Social Functioning | 0.40 | 0.57 | ||
| Mental Health Self-Efficacy | 0.40 | 0.40 | ||
| Diabetes Distress (PAIDa) | 1.15 | 1.04 | ||
| Diabetes Self-Efficacy | 0.22 | 0.27 | ||
| Diabetes Self Care | ||||
| Foot | 0.28 | 0.28 | ||
| Diet | 0.02 | 0.07 | ||
| Blood glucose monitoring | 0.06 | 0.09 | ||
| Exercise | −0.10 | 0.00 | ||
| Physical symptoms | ||||
| Hypoglycemia | −0.24 | −0.21 | ||
| Hyperglycemia | 0.57 | 0.40 | ||
aPAID: Problem Areas in Diabetes scale.
Descriptive statistics for items on the myCompass satisfaction survey (range 0-4).
| No. | Question ( | ||
| 1 | myCompass was easy to use | 2.93 | 1.10 |
| 2 | myCompass was convenient to use | 2.96 | 1.10 |
| 3 | The information was easy to understand | 2.91 | 1.30 |
| 4 | The program kept my interest and attention | 2.27 | 1.18 |
| 5 | The program helped improve my stress, low mood, and/or anxiety | 2.50 | 0.91 |
| 6 | The program taught me skills that will help me handle future problems | 2.42 | 1.14 |
| 7 | The program has helped me to feel more in control of my stress, low mood, and/or anxiety | 2.29 | 1.00 |
| 8 | The program has helped me feel more in control of my diabetes | 2.10 | 0.93 |
aSD: standard deviation.