| Literature DB >> 28954789 |
Elizabeth Murray1, Michael Sweeting2, Charlotte Dack3, Kingshuk Pal1, Kerstin Modrow1, Mohammed Hudda4, Jinshuo Li5, Jamie Ross1, Ghadah Alkhaldi1, Maria Barnard6, Andrew Farmer7, Susan Michie8, Lucy Yardley7,9, Carl May10, Steve Parrott5, Fiona Stevenson1, Malcolm Knox1, David Patterson6.
Abstract
OBJECTIVE: To determine the effectiveness of a web-based self-management programme for people with type 2 diabetes in improving glycaemic control and reducing diabetes-related distress. METHODS ANDEntities:
Keywords: diabetes mellitus,type 2; internet; primary care; self care
Mesh:
Substances:
Year: 2017 PMID: 28954789 PMCID: PMC5623569 DOI: 10.1136/bmjopen-2017-016009
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1CONSORT diagram showing patient flow through the HeLP-Diabetes randomised controlled trial. HbA1c, glycated haemoglobin; HeLP-Diabetes, Healthy Living for People with Diabetes; PAID, Problem Areas in Diabetes.
Descriptive statistics of baseline variables by randomised group
| HeLP-Diabetes | Control | N missing | |
| Age at randomisation (years) | 64.9 (9.5) | 64.7 (9.1) | 0 |
| Male sex, n (%) | 127 (69%) | 131 (69%) | 0 |
| Ethnicity, n (%) | 1 | ||
| White English, Welsh, Scottish, Northern Irish, British | 151 (82%) | 149 (79%) | |
| Indian | 12 (6%) | 8 (4%) | |
| Other | 21 (11%) | 31 (16%) | |
| Experience with computers, n (%) | 0 | ||
| None | 5 (3%) | 4 (2%) | |
| Basic | 75 (41%) | 80 (42%) | |
| Experienced | 105 (57%) | 105 (56%) | |
| Smoking status, n (%) | 0 | ||
| Current smoker | 14 (8%) | 14 (7%) | |
| Former smoker | 94 (51%) | 86 (46%) | |
| Never smoker | 77 (42%) | 89 (47%) | |
| Time since diagnosis (years), n (%) | 4 | ||
| 0–4 years | 70 (38%) | 64 (34%) | |
| 5–9 years | 55 (30%) | 60 (32%) | |
| 10–14 years | 40 (22%) | 40 (21%) | |
| 15+ years | 18 (10%) | 23 (12%) | |
| Attending any other self-management class, n (%) | 4 (2%) | 4 (2%) | 0 |
| Clinical measures | |||
| Systolic blood pressure (mm Hg) | 135 (17) | 135 (17) | 0 |
| Diastolic blood pressure (mm Hg) | 78 (11) | 77 (10) | 0 |
| Total cholesterol (mmol/L) | 4.11 (1.03) | 4.18 (0.98) | 2 |
| HDL-C (mmol/L) | 1.24 (0.31) | 1.25 (0.36) | 12 |
| Total cholesterol/HDL cholesterol ratio | 3.43 (1.09) | 3.52 (1.03) | 13 |
| HbA1c (%) | 7.26 (1.25) | 7.35 (1.37) | 5 |
| HbA1c (mmol/mol) | 56 (14) | 57 (15) | 5 |
| Body mass index (kg/m2) | 30.1 (5.3) | 29.6 (5.2) | 2 |
| Questionnaires/scores | |||
| PAID (0–100) | 18.1 (17.1) | 19.9 (19.9) | 0 |
| HADS (0–42) | 9.28 (6.47) | 9.12 (7.52) | 0 |
| Anxiety scale (0–21) | 4.92 (3.70) | 5.21 (4.20) | 0 |
| Depression scale (0–21) | 4.36 (3.48) | 3.91 (3.73) | 0 |
| DMSES (0–150) | 98.6 (33.9) | 103.7 (32.4) | 0 |
| DTSQ (0–48) | 32.1 (7.3) | 32.0 (7.2) | 0 |
| Completion of nine essential processes in previous 12 months, n (%) | 97 (64%) | 96 (62%) | 69 |
DMSES, Diabetes Management Self-Efficacy Scale; DTSQ, Diabetes Treatment Satisfaction Questionnaire; HADS, Hospital Anxiety and Depression Scale; HbA1c, glycated haemoglobin; HDL, high-density lipoprotein; HeLP-Diabetes, Healthy Living for People with Diabetes; PAID, Problem Areas in Diabetes.
Twelve-month outcomes, adjusted for relevant baseline outcome, age, sex, current (baseline) participation in other self-management programmes, pre-existing cardiovascular disease and duration of diabetes
| HeLP-Diabetes | Control | HeLP-Diabetes vs Control | ||||
| Baseline | Change from baseline to 12 months | Baseline | Change from baseline to 12 months | Mean difference | p Value | |
| Primary outcomes | ||||||
| HbA1c, (%) | 7.3 (0.1) | −0.08 (0.07) | 7.3 (0.1) | 0.16 (0.07) | −0.24 (−0.44 to -0.05) | 0.014 |
| HbA1c, mmol/mol | 56.3 (1.1) | −0.8 (0.8) | 56.8 (1.1) | 1.8 (0.8) | −2.6 (−4.8 to-0.5) | 0.014 |
| PAID | 18.2 (1.3) | −4.1 (0.9) | 19.8 (1.3) | −2.5 (0.9) | −1.5 (−3.9 to 0.9) | 0.209 |
| Secondary outcomes | ||||||
| Systolic blood pressure, mm Hg | 134.7 (1.5) | −4.2 (1.4) | 134.9 (1.5) | −0.5 (1.4) | −3.8 (−6.6 to -0.9) | 0.010 |
| Diastolic blood pressure, mm Hg | 77.8 (1.0) | −2.5 (0.9) | 77.1 (1.0) | −1.9 (0.8) | −0.6 (−2.4 to 1.2) | 0.519 |
| Body mass index, kg/m2 | 30.1 (0.5) | 0.12 (0.2) | 30.0 (0.5) | −0.04 (0.2) | 0.16 (−0.30 to 0.62) | 0.498 |
| Total cholesterol, mmol/L | 4.1 (0.1) | −0.08 (0.06) | 4.2 (0.1) | −0.15 (0.06) | 0.07 (−0.09 to 0.2) | 0.370 |
| HDL cholesterol, mmol/L | 1.25 (0.03) | −0.003 (0.018) | 1.26 (0.03) | 0.004 (0.018) | −0.007 (−0.054 to 0.039) | 0.754 |
| Completion of nine essential processes* | 65% (3.7) | −5.1% | 61% (3.8) | 3.4% | 0.78 (0.45 to 1.35) | 0.379 |
| HADS | 9.3 (0.5) | −1.05 (0.44) | 9.1 (0.5) | −0.60 (0.48) | −0.45 (−1.68 to 0.78) | 0.474 |
| DMSES† | 98.8 (2.4) | 2.93 (2.90) | 103.6 (2.3) | 1.38 (2.79) | 1.55 (−5.74 to 8.84) | 0.674 |
| DTSQ | 32.2 (0.6) | 0.94 (0.57) | 32.2 (0.6) | 0.45 (0.61) | 0.49 (−1.18 to 2.15) | 0.564 |
Results from multiply imputed data shown. Data are mean (SE) or mean difference (95% CI) unless otherwise specified.
*Percentage (SE) and OR (95% CI).
†Linear regression results shown due to lack of convergence for mixed model.
DMSES, Diabetes Management Self-Efficacy Scale; DTSQ, Diabetes Treatment Satisfaction Questionnaire; HADS, Hospital Anxiety and Depression Scale; HbA1c, glycated haemoglobin; HDL, high-density lipoprotein; HeLP-Diabetes, Healthy Living for People with Diabetes; PAID, Problem Areas in Diabetes.
Figure 2Mean HbA1c (95% CI) over follow-up by randomised group using multiple imputation. HbA1c, glycated haemoglobin; HeLP-Diabetes, Healthy Living for People with Diabetes.
Figure 3Mean PAID score (95% CI) over follow-up by randomised group using multiple imputation. PAID, Problem Areas in Diabetes; HeLP-Diabetes, Healthy Living for People with Diabetes.
Extent of website usage over 12-month follow-up
| HeLP-Diabetes | Control | p Value* | N missing | |
| No of log-ins per person | 18.7 (84.0) | 4.8 (8.0) | 0.0001 | 0 |
| No pages visited per log-in | 10.5 (6.7) | 7.7 (5.0) | <0.0001 | 105† |
| Time spent in each log-in (min)‡ | 12.3 (9.8) | 8.2 (8.4) | <0.0001 | 105† |
| No of days in which website was accessed over follow-up | 10.1 (22.9) | 3.3 (5.1) | <0.0001 | 0 |
Mean (SD) unless otherwise specified.
*Wilcoxon rank-sum test.
†105 individuals did not log in after their facilitation visit (42 intervention, 63 control).
‡Measured as time from first page accessed to last page accessed within a log-in session.
HeLP-Diabetes, Healthy Living for People with Diabetes.