| Literature DB >> 26682232 |
Yvonne Roelofsen1, Michael van Vugt2, Steven H Hendriks1, Kornelis J J van Hateren1, Klaas H Groenier3, Frank J Snoek2, Nanne Kleefstra4, Robbert Huijsman5, Henk J G Bilo6.
Abstract
BACKGROUND: Online platforms offer opportunities for support in changing lifestyle and taking responsibility for one's health, but engaging patients with type 2 diabetes is challenging. Previous studies have shown that patients interested in platforms were more often male, younger, and higher educated. This study aims to investigate differences in clinical and psychological characteristics between users and nonusers of a newly developed platform.Entities:
Mesh:
Year: 2015 PMID: 26682232 PMCID: PMC4670670 DOI: 10.1155/2016/6343927
Source DB: PubMed Journal: J Diabetes Res Impact factor: 4.011
Figure 1Flowchart of patients and definitions.
Differences and notable characteristics of nonusers, curious users, and active users.
|
| Nonusers ( | Missing | Curious users ( | Missing | Active users ( | Missing | Univariate |
|---|---|---|---|---|---|---|---|
| Men | 214 (59.3) | 0 (0) | 113 (61.4) | 0 (0) | 50 (56.8) | 0 (0) | 0.760 |
| Age in years | 62.1 ± 9.5 | 0 (0) | 61.8 ± 9.5 | 0 (0) | 62.0 ± 9.4 | 0 (0) | 0.935 |
| Ethnicity | |||||||
| Caucasian | 292 (99.0) | 66 (18.3) | 143 (100) | 41 (22.3) | 65 (100) | 23 (6.1) | 0.706 |
| Other | 3 (1.0) | 0 (0) | 0 (0) | 0.382 | |||
| Employment | |||||||
| Fulltime/part-time working | 99 (34.3) | 72 (19.9) | 61 (39.6) | 30 (16.3) | 20 (23.8) | 4 (4.5) | 0.063 |
| Retired | 134 (46.4) | 70 (45.5) | 46 (54.8) | ||||
| Unemployed/housekeeper | 38 (13.1) | 20 (13.0) | 9 (10.7) | ||||
| Incapacitated | 18 (6.2) | 3 (1.9) | 9 (10.7) | ||||
| Educational level | |||||||
| None | 0 (0) | 73 (20.2) | 1 (0.7) | 31 (16.8) | 0 (0) | 4 (4.5) | 0.125 |
| Primary school | 24 (8.3) | 9 (5.9) | 4 (4.8) | ||||
| Low | 127 (44.1) | 52 (34.0) | 27 (32.1) | ||||
| Intermediate | 86 (29.9) | 51 (33.3) | 30 (35.7) | ||||
| High | 51 (17.7) | 40 (26.1) | 23 (27.4) | ||||
| T2DM duration in years | 6.2 ± 4.6 | 9 (2.5) | 5.7 ± 4.4 | 1 (0.5) | 5.4 ± 4.4 | 0 (0) | 0.165 |
| HbA1c in mmol/mol | 50.6 ± 9.5 | 3 (0.8) | 48.7 ± 7.4 | 0 (0) | 47.0 ± 7.0 | 0 (0) |
|
| BMI | 29.8 ± 4.9 | 3 (0.8) | 30.0 ± 4.8 | 0 (0) | 29.9 ± 8.0 | 2 (2.3) | 0.921 |
|
| |||||||
| Comorbidities/complications | |||||||
| Hypertension | 191 (84.1) | 134 (37.1) | 113 (93.4) | 63 (34.2) | 51 (92.7) | 33 (37.5) |
|
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| |||||||
| Items of Europep: patients who scored 4 (good) to 5 (excellent) | |||||||
| Making it easy for you to tell him or her about your problem | 345 (93.5) | 18 (4.7) | 187 (97.9) | 17 (8.2) | 84 (93.3) | 2 (2.2) |
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| 0.9 ± 0.2 | 72 (19.9) | 0.9 ± 0.1 | 32 (17.4) | 0.9 ± 0.2 | 4 (4.5) |
|
|
| 74.7 ± 17.4 | 74 (20.5) | 79.3 ± 13.8 | 35 (19.0) | 76.9 ± 16.5 | 5 (5.7) |
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| 36 (12.6) | 76 (21.1) | 8 (5.3) | 33 (17.9) | 9 (10.8) | 1 (1.1) |
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| 43 (15.5) | 76 (21.1) | 6 (4.0) | 33 (17.9) | 11 (13.3) | 1 (1.1) |
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| 2.8 ± 3.1 | 76 (21.1) | 1.8 ± 2.4 | 32 (17.4) | 2.2 ± 2.5 | 1 (1.1) |
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| Medication in number of days | 6.7 ± 1.0 | 73 (20.2) | 7.0 ± 0.2 | 30 (16.3) | 6.8 ± 0.8 | 4 (4.5) |
|
Cronbach's alpha for multi-item scales.
| Multi-item scale |
|
|---|---|
| Europep | |
| Total | 0.963 |
| Subscale general practice | 0.966 |
| Subscale general practitioner | 0.840 |
| EQ-5D | 0.652 |
| WHO-5 | 0.872 |
| PAID-5 | 0.867 |
| SDSCA | |
| Total | 0.517 |
| Subscale general diet | 0.875 |
| Subscale specific diet | 01 |
| Subscale total diet | 0.4462 |
| Subscale exercise | 0.663 |
| Subscale blood-glucose testing | 0.912 |
| Subscale foot-care | 0.593 |
1Because of the negative intercorrelation between the two items Cronbach's alpha is reported to be 0.
2The alpha for the subscale total diet is lower than that for the subscale general diet due to the low reliability of the subscale specific diet.
Results of multivariate analysis, adjusted for age and gender.
|
| 95% CI |
| ||
|---|---|---|---|---|
| Lower bound | Upper bound | |||
| T2DM duration in years | ||||
| Intercept | 0.018 | −2.325 | 2.360 | 0.988 |
| Platform use | 0.186 | |||
| Active users | −0.845 | −1.876 | 0.186 | 0.108 |
| Curious users | −0.511 | −1.300 | 0.277 | 0.203 |
| Nonusers | Ref. Cat. | |||
| Male | −0.121 | −0.832 | 0.589 | 0.738 |
| Female | Ref. Cat. | |||
| Age | 0.101 | 0.064 | 0.138 | <0.0005 |
| HbA1c in mmol/mol | ||||
| Intercept | 53.431 | 48.931 | 57.931 | <0.0005 |
| Platform use | <0.0005 | |||
| Active users | −3.624 | −5.627 | −1.621 |
|
| Curious users | −1.989 | −3.516 | −0.462 |
|
| Nonusers | Ref. Cat. | |||
| Male | 1.103 | −0.270 | 2.477 | 0.115 |
| Female | Ref. Cat. | |||
| Age | −0.055 | −0.127 | 0.016 | 0.126 |
| BMI | ||||
| Intercept | 37.430 | 34.658 | 40.202 | <0.0005 |
| Platform use | 0.924 | |||
| Active users | 0.079 | −1.159 | 1.317 | 0.900 |
| Curious users | 0.189 | −0.747 | 1.124 | 0.692 |
| Nonusers | Ref. Cat. | |||
| Male | −1.087 | −1.931 | −0.244 | 0.012 |
| Female | Ref. Cat. | |||
| Age | −0.113 | −0.156 | −0.069 | <0.0005 |
| EQ-5D | ||||
| Intercept | 0.866 | 0.773 | 0.958 | <0.0005 |
| Platform use | 0.022 | |||
| Active users | 0.008 | −0.031 | 0.047 | 0.674 |
| Curious users | 0.044 | 0.013 | 0.076 |
|
| Nonusers | Ref. Cat. | |||
| Male | 0.056 | 0.027 | 0.085 | <0.0005 |
| Female | Ref. Cat. | |||
| Age | −0.001 | −0.002 | 0.001 | 0.343 |
| EQ-VAS | ||||
| Intercept | 71.007 | 61.663 | 80.350 | <0.0005 |
| Platform use | 0.019 | |||
| Active users | 2.291 | −1.691 | 6.275 | 0.259 |
| Curious users | 4.611 | 1.384 | 7.838 |
|
| Nonusers | Ref. Cat. | |||
| Male | 2.977 | 0.095 | 5.859 | 0.043 |
| Female | Ref. Cat. | |||
| Age | 0.030 | −0.118 | 0.178 | 0.690 |
| WHO-5 | ||||
| Intercept | 58.138 | 48.911 | 67.365 | <0.0005 |
| Platform use | 0.065 | |||
| Active users | −0.089 | −4.008 | 3.829 | 0.964 |
| Curious users | 3.609 | 0.446 | 6.773 |
|
| Nonusers | Ref. Cat. | |||
| Male | 5.766 | 2.932 | 8.600 | <0.0005 |
| Female | Ref. Cat. | |||
| Age | 0.142 | −0.004 | 0.289 | 0.057 |
| PAID-5 | ||||
| Intercept | 5.129 | 3.520 | 6.737 | <0.0005 |
| Platform use | 0.004 | |||
| Active users | −0.511 | −1.195 | 0.173 | 0.143 |
| Curious users | −0.929 | −1.480 | −0.378 |
|
| Nonusers | Ref. Cat. | |||
| Male | −0.143 | −0.639 | 0.353 | 0.571 |
| Female | Ref. Cat. | |||
| Age | −0.037 | −0.062 | −0.011 | 0.005 |
| SDSCA-medication | ||||
| Intercept | 6.087 | 5.575 | 6.600 | <0.0005 |
| Platform use | 0.028 | |||
| Active users | 0.081 | −0.132 | 0.296 | 0.458 |
| Curious users | 0.236 | 0.063 | 0.408 |
|
| Nonusers | Ref. Cat. | |||
| Male | 0.096 | −0.058 | 0.250 | 0.222 |
| Female | Ref. Cat. | |||
| Age | 0.010 | 0.002 | 0.018 | 0.020 |
Complications and risk factors of users and nonusers.
| Complications and risk factors | Nonusers ( | Missing | Users ( | Missing | Univariate |
|---|---|---|---|---|---|
| Cardiovascular, total | 225 (96.2) | 127 (35.2) | 187 (98.4) | 82 (30.1) | 0.240 |
| Cardiovascular, specific | |||||
| Angina pectoris | 41 (21.7) | 172 (47.6) | 28 (19.7) | 130 (47.8) | 0.787 |
| Myocardial infarct | 29 (15.3) | 172 (47.6) | 23 (16.0) | 128 (47.1) | 0.880 |
| Other/chronic ischemic heart diseases | 34 (16.1) | 150 (41.6) | 24 (13.6) | 96 (35.3) | 0.569 |
| Hypertension | 191 (84.1) | 134 (37.1) | 164 (93.2) | 96 (35.3) |
|
| TIA | 12 (6.4) | 174 (48.2) | 7 (5.0) | 133 (48.9) | 0.642 |
| CVA | 13 (7.0) | 176 (48.8) | 10 (7.1) | 132 (48.5) | 1.000 |
| Intermittent claudication | 7 (3.3) | 150 (41.6) | 7 (4.0) | 96 (35.3) | 0.788 |
| Aortic aneurysms | 4 (1.9) | 150 (41.6) | 2 (1.1) | 96 (35.3) | 0.693 |
| CABG | 15 (5.1) | 68 (18.8) | 11 (5.4) | 68 (25.0) | 1.000 |
| PTCA | 28 (9.6) | 68 (18.8) | 14 (6.8) | 67 (24.6) | 0.327 |
| Heart failure | 14 (8.1) | 189 (52.4) | 10 (7.4) | 136 (50.0) | 0.834 |
| Retinopathy | 19 (9.3) | 156 (43.2) | 18 (10.2) | 95 (34.9) | 0.863 |
| Renal impairment | 35 (18.6) | 173 (47.9) | 26 (18.6) | 132 (48.5) | 1.000 |
| Albuminuria | |||||
| Men | 30 (14.5) | 7 (3.3) | 20 (12.6) | 4 (2.5) | 0.647 |
| Women | 8 (5.8) | 8 (5.4) | 1 (1.0) | 5 (4.6) | 0.082 |
| Neuropathy | 49 (22.2) | 140 (38.8) | 39 (22.4) | 98 (36.0) | 1.000 |
| Foot complication | |||||
| SIMMs 0 | 228 (77.6) | 67 (18.6) | 161 (76.7) | 62 (22.8) | 0.783 |
| SIMMs 1 | 57 (19.4) | 40 (19.0) | |||
| SIMMs 2 or 3 | 9 (3.1) | 9 (4.3) | |||
| Psychiatric disorders | 19 (9.0) | 150 (41.6) | 9 (5.1) | 96 (35.3) | 0.124 |
SIMMS refers to risk factors in the diabetic foot, the number is the stage which ranges from 0–3.
0: no loss of protective sensibility (PS) & Peripheral arterial disease (PAV).
1: loss of PS or PAV, with no signs of increased local pressure.
2: loss of PS in combination with and/or PAV and/or signs of local elevated pressure.
3: ulcer or amputation in history.
Complications and risk factors of curious users, active users, and nonusers.
| Complications and risk factors | Nonusers | Missing | Curious users | Missing | Active users | Missing | Univariate |
|---|---|---|---|---|---|---|---|
| Cardiovascular, total | 225 (96.2) | 127 (35.2) | 128 (98.5) | 54 (29.3) | 59 (98.3) | 28 (31.8) | 0.506 |
| Cardiovascular, specific | |||||||
| Angina pectoris | 41 (21.7) | 172 (47.6) | 21 (21.4) | 86 (46.7) | 7 (15.9) | 44 (50.0) | 0.698 |
| Myocardial infarct | 29 (15.3) | 172 (47.6) | 15 (15.3) | 86 (46.7) | 8 (17.4) | 42 (47.7) | 0.932 |
| Other/chronic ischemic heart diseases | 34 (16.1) | 150 (41.6) | 18 (14.9) | 63 (34.2) | 6 (10.9) | 33 (37.5) | 0.750 |
| Hypertension | 191 (84.1) | 134 (37.1) | 113 (93.4) | 63 (34.2) | 51 (92.7) | 33 (37.5) |
|
| TIA | 12 (6.4) | 174 (48.2) | 4 (4.2) | 88 (47.8) | 3 (7.0) | 45 (51.1) | 0.747 |
| CVA | 13 (7.0) | 176 (48.8) | 6 (6.1) | 86 (46.7) | 4 (9.5) | 46 (52.3) | 0.745 |
| Intermittent claudication | 7 (3.3) | 150 (41.6) | 4 (3.3) | 63 (34.2) | 3 (5.5) | 33 (37.5) | 0.689 |
| Aortic aneurysms | 4 (1.9) | 150 (41.6) | 1 (0.8) | 63 (34.2) | 1 (1.8) | 33 (37.5) | 0.731 |
| CABG | 15 (5.1) | 68 (18.8) | 7 (5.0) | 43 (23.4) | 4 (6.3) | 25 (28.4) | 0.916 |
| PTCA | 28 (9.6) | 68 (18.8) | 9 (6.4) | 43 (23.4) | 5 (7.8) | 24 (27.3) | 0.588 |
| Heart failure | 14 (8.1) | 189 (52.4) | 9 (9.4) | 88 (47.8) | 1 (2.5) | 48 (54.5) | 0.409 |
| Retinopathy | 19 (9.3) | 156 (43.2) | 14 (11.7) | 64 (34.8) | 4 (7.0) | 31 (35.2) | 0.640 |
| Renal impairment | 35 (18.6) | 173 (47.9) | 15 (15.5) | 87 (47.3) | 11 (25.6) | 45 (51.1) | 0.350 |
| Albuminuria | |||||||
| Men | 30 (14.5) | 7 (3.3) | 14 (12.6) | 2 (1.8) | 6 (12.5) | 2 (4.0) | 0.908 |
| Women | 8 (5.8) | 8 (5.4) | 1 (1.4) | 1 (1.4) | 0 (0) | 4 (10.5) | 0.226 |
| Neuropathy | 49 (22.2) | 140 (38.8) | 30 (24.6) | 62 (33.7) | 9 (17.3) | 36 (40.9) | 0.594 |
| Foot complication | |||||||
| SIMMs 0 | 228 (77.6) | 67 (18.6) | 105 (73.4) | 41 (22.3) | 56 (83.6) | 21 (23.9) | 0.524 |
| SIMMs 1 | 57 (19.4) | 31 (21.7) | 9 (13.4) | ||||
| SIMMs 2 or 3 | 9 (3.1) | 7 (4.9) | 2 (3.0) | ||||
| Psychiatric disorders | 19 (9.0) | 150 (41.6) | 7 (5.8) | 63 (34.2) | 2 (3.6) | 33 (37.5) | 0.317 |
Demographic and clinical characteristics of users and nonusers.
| Demographic and clinical parameters | Nonusers ( | Missing | Users ( | Missing | Univariate |
|---|---|---|---|---|---|
| Men | 214 (59.3) | 0 (0) | 163 (59.9) | 0 (0) | 0.95 |
| Age in years | 62.1 ± 9.5 | 0 (0) | 61.8 ± 9.4 | 0 (0) | 0.732 |
| Ethnicity | |||||
| Caucasian | 292 (99.0) | 66 (18.3) | 208 (100) | 64 (2.5) | 0.271 |
| Other | 3 (1.0) | 0 (0) | |||
| T2DM duration in years | 6.2 ± 4.6 | 9 (2.5) | 5.6 ± 4.4 | 1 (0.4) | 0.068 |
| HbA1c in mmol/mol | 50.6 ± 9.5 | 3 (0.8) | 48.2 ± 7.3 | 0 (0) |
|
| BMI | 29.8 ± 4.9 | 3 (0.8) | 30.0 ± 6.0 | 2 (0.7) | 0.724 |
| Systolic blood pressure in mmHG | 135.6 ± 15.5 | 0 (0) | 136.5 ± 16.0 | 4 (1.5) | 0.463 |
| Cholesterol in mmol/L | 4.4 ± 1.0 | 4 (1.1) | 4.4 ± 0.9 | 2 (0.7) | 0.499 |
| HDL in mmol/L | 1.3 ± 0.4 | 4 (1.1) | 1.3 ± 0.4 | 3 (1.1) | 0.581 |
| Cholesterol/HDL ratio | 3.6 ± 1.1 | 160 (44.3) | 3.6 ± 1.3 | 92 (33.8) | 0.899 |
| LDL in mmol/L | 2.4 ± 0.9 | 12 (3.3) | 2.3 ± 0.8 | 6 (2.2) | 0.240 |
| Triglycerides in mmol/L | 1.7 ± 1.0 | 7 (1.9) | 1.8 ± 1.2 | 2 (0.7) | 0.482 |
| Creatinine in | 78.6 ± 17.2 | 6 (1.7) | 79.9 ± 17.5 | 1 (0.4) | 0.359 |
| Alb./creat. ratio in mg/mmol | |||||
| Men | 2.0 ± 4.4 | 23 (10.7) | 1.9 ± 5.8 | 25 (15.3) | 0.853 |
| Women | 1.6 ± 3.5 | 31 (21.1) | 0.9 ± 1.1 | 18 (16.5) | 0.070 |
| MDRD in mL/min/1.73 m2 | 79.1 ± 49.0 | 5 (1.4) | 76.0 ± 16.6 | 1 (0.4) | 0.329 |
| Smoking | |||||
| Yes | 54 (15.1) | 3 (0.8) | 41 (15.1) | 1 (0.4) | 0.306 |
| Before | 158 (44.1) | 104 (38.4) | |||
| No | 146 (40.8) | 126 (46.5) | |||
| Alcohol consumption in units/day | |||||
| 0 | 166 (58.9) | 79 (21.9) | 139 (60.7) | 43 (15.8) | 0.870 |
| 1 | 61 (21.6) | 52 (22.7) | |||
| 2 | 39 (13.8) | 30 (13.1) | |||
| 3 | 11 (3.9) | 7 (3.1) | |||
| 4 | 4 (1.4) | 1 (0.4) | |||
| 5 | 0 (0) | 0 (0) | |||
| 6 | 1 (0.4) | 0 (0) | |||
| Employment | |||||
| Fulltime/part-time working | 99 (34.3) | 72 (19.9) | 81 (34.0) | 34 (12.5) | 0.909 |
| Retired | 134 (46.4) | 116 (48.7) | |||
| Unemployed/ housekeeper | 38 (13.1) | 29 (12.2) | |||
| Incapacitated | 18 (6.2) | 12 (5.0) | |||
| Educational level | |||||
| None | 0 (0) | 73 (20.2) | 1 (0.4) | 35 (12.9) |
|
| Primary school | 24 (8.3) | 13 (5.5) | |||
| Low | 127 (44.1) | 79 (33.3) | |||
| Intermediate | 86 (29.9) | 81 (29.8) | |||
| High | 51 (17.7) | 63 (23.2) |
Medication use of users and nonusers.
| Medication prescription | Nonusers ( | Missing | Users ( | Missing | Univariate |
|---|---|---|---|---|---|
| Diabetes-related | |||||
| Oral treatment only | 251 (71.3) | 9 (2.5) | 192 (71.9) | 5 (1.8) | 0.702 |
| Insulin treatment only | 4 (1.1) | 9 (2.5) | 1 (0.4) | 5 (1.8) | 0.931 |
| Mix of oral and insulin treatment | 40 (11.4) | 9 (2.5) | 23 (8.6) | 5 (1.8) | 0.248 |
| No medication | 57 (16.2) | 9 (2.5) | 51 (19.1) | 5 (1.8) | 0.417 |
| Comorbidity or complication related | |||||
| Calcium channel blockers | 50 (14.2) | 9 (2.5) | 47 (17.6) | 5 (1.8) | 0.236 |
| Beta blockers | 128 (36.4) | 9 (2.5) | 110 (41.2) | 5 (1.8) | 0.145 |
| Diuretics | 121 (34.4) | 9 (2.5) | 94 (35.2) | 5 (1.8) | 0.870 |
| Ace and RAAS inhibitors | 196 (55.7) | 9 (2.5) | 141 (52.8) | 5 (1.8) | 0.480 |
| Other blood pressure lowering medications | 3 (0.9) | 9 (2.5) | 1 (0.4) | 5 (1.8) | 0.637 |
| Lipid lowering medication | 280 (79.5) | 9 (2.5) | 213 (79.8) | 5 (1.8) | 0.847 |
Scores on quality of care (Europep) of users and nonusers.
|
Items of Europep: patients who scored 4 (good) or 5 (excellent) | Nonusers ( | Missing | Users ( | Missing | Univariate |
|---|---|---|---|---|---|
|
| |||||
| Making you feel you have time during consultation | 337 (97.4) | 15 (4.2) | 256 (98.1) | 11 (4.0) | 0.622 |
| Showing interest in your personal situation | 324 (94.5) | 18 (5.0) | 246 (94.6) | 12 (4.4) | 0.864 |
| Making it easy for you to tell him or her about your problem | 323 (93.4) | 15 (4.2) | 245 (96.5) | 18 (6.6) | 0.110 |
| Involving you in decisions about your medical care | 311 (92.3) | 24 (6.6) | 239 (94.1) | 18 (6.6) | 0.290 |
| Listening to you | 322 (92.3) | 12 (3.3) | 243 (94.6) | 15 (5.5) | 0.270 |
| Keeping your records and data confidential | 310 (95.7) | 37 (10.2) | 236 (95.9) | 26 (9.6) | 0.846 |
| Providing quick relief of your symptoms | 272 (87.5) | 50 (13.9) | 201 (85.9) | 38 (14.0) | 0.635 |
| Helping you to feel well so that you can perform your normal daily activities | 265 (89.8) | 66 (18.3) | 196 (91.2) | 57 (21.0) | 0.483 |
| Thoroughness of the approach to your problems | 308 (91.4) | 24 (6.6) | 227 (89.7) | 19 (7.0) | 0.786 |
| Your physical examination | 292 (90.1) | 37 (10.2) | 222 (92.1) | 31 (11.4) | 0.327 |
| Offering services for preventing diseases (screening, health checks, and immunizations) | 286 (91.4) | 48 (13.3) | 225 (92.6) | 29 (10.7) | 0.655 |
| Explaining the purpose of examinations, tests, and treatments | 307 (93.0) | 31 (8.6) | 240 (93.8) | 16 (5.9) | 0.518 |
| Telling you enough about your symptoms and/or illness | 306 (92.2) | 29 (8.0) | 238 (93.3) | 17 (6.3) | 0.448 |
| Helping you deal with emotions related to your health status | 198 (86.8) | 133 (36.8) | 133 (84.7) | 115 (42.3) | 0.888 |
| Helping understand why it is important to follow the GP's advice | 295 (89.7) | 32 (8.9) | 219 (89.4) | 27 (9.9) | 0.894 |
| Knowing what has been done or told during previous contacts in the practice | 270 (84.9) | 43 (11.9) | 219 (89.4) | 27 (9.9) | 0.071 |
| Preparing you for what to expect from specialists, hospital care, and other care providers | 199 (85.4) | 128 (35.5) | 156 (83.5) | 85 (31.3) | 0.513 |
|
| |||||
|
| |||||
| The helpfulness of the practice staff (other than the doctor) to you | 313 (93.4) | 26 (7.2) | 235 (92.9) | 19 (7.0) | 0.878 |
| Getting an appointment to suit you | 301 (88.5) | 21 (5.8) | 224 (86.5) | 13 (4.8) | 0.639 |
| Getting through to the practice on telephone | 249 (73.0) | 20 (5.5) | 180 (69.5) | 13 (4.8) | 0.662 |
| Being able to talk to the general practitioner on the telephone | 167 (70.5) | 124 (34.3) | 106 (63.1) | 104 (38.2) | 0.150 |
| Waiting time in the waiting room | 246 (71.3) | 16 (4.4) | 170 (65.4) | 12 (4.4) | 0.175 |
| Providing quick services for urgent health problems | 241 (90.3) | 94 (26.0) | 171 (86.8) | 75 (27.6) | 0.398 |
Scores on quality of life (EQ-5D), well-being (WHO-5), diabetes-related distress (PAID-5), and self-care behavior (SDSCA).
| EQ-5D, WHO-5, PAID-5, and SDSCA | Nonusers ( | Missing | Users | Missing | Univariate |
|---|---|---|---|---|---|
| EQ-5D index-score | 0.9 ± 0.2 | 72 (19.9) | 0.9 ± 0.1 | 36 (13.2) |
|
| EQ-VAS | 74.7 ± 17.4 | 74 (20.5) | 78.4 ± 14.9 | 40 (14.7) |
|
| WHO-5 index-score | 70.4 ± 17.9 | 76 (21.1) | 72.7 ± 14.2 | 38 (14.0) | 0.096 |
| WHO-5 score indicates suboptimal well-being, screening depression advised | 36 (12.6) | 76 (21.1) | 17 (7.3) | 38 (14.0) |
|
| WHO-5 answers advise screening depression | 43 (15.5) | 76 (21.1) | 17 (7.3) | 38 (14.0) |
|
| PAID-5 total score | 2.8 ± 3.1 | 76 (21.1) | 2.0 ± 2.5 | 38 (14.0) |
|
| PAID-5 score indicates distress | 15 (5.3) | 76 (21.1) | 6 (2.6) | 38 (14.0) | 0.058 |
| SDSCA | |||||
| General diet in number of days | 5.4 ± 1.8 | 76 (21.1) | 5.6 ± 1.8 | 37 (13.6) | 0.269 |
| Specific diet in number of days | 5.6 ± 1.1 | 73 (20.2) | 5.7 ± 1.0 | 34 (12.5) | 0.056 |
| Exercise in number of days | 4.0 ± 2.0 | 72 (19.9) | 4.0 ± 1.8 | 34 (12.5) | 0.919 |
| Blood-glucose in number of days | 2.1 ± 2.2 | 74 (20.5) | 2.0 ± 2.2 | 34 (12.5) | 0.675 |
| Foot-care in number of days | 1.9 ± 2.0 | 72 (19.9) | 1.9 ± 2.0 | 34 (12.5) | 0.695 |
| Medication in number of days | 6.7 ± 1.0 | 73 (20.2) | 6.9 ± 0.5 | 34 (12.5) |
|
| Smoking | 54 (25.1) | 146 (40.4) | 38 (22.8) | 105 (38.6) |
|
Demographic and clinical characteristics of curious users, active users, and nonusers.
| Demographic and clinical parameters | Nonusers | Missing | Curious users | Missing | Active users | Missing | Univariate |
|---|---|---|---|---|---|---|---|
| Men | 214 (59.3) | 0 (0) | 113 (61.4) | 0 (0) | 50 (56.8) | 0 (0) | 0.760 |
| Age in years | 62.1 ± 9.5 | 0 (0) | 61.8 ± 9.5 | 0 (0) | 62.0 ± 9.4 | 0 (0) | 0.935 |
| Ethnicity | |||||||
| Caucasian | 292 (99.0) | 66 (18.3) | 143 (100) | 41 (22.3) | 65 (100) | 23 (6.1) | 0.706 |
| Other | 3 (1.0) | 0 (0) | 0 (0) | 0.382 | |||
| T2DM duration in years | 6.2 ± 4.6 | 9 (2.5) | 5.7 ± 4.4 | 1 (0.5) | 5.4 ± 4.4 | 0 (0) | 0.165 |
| HbA1c in mmol/mol | 50.6 ± 9.5 | 3 (0.8) | 48.7 ± 7.4 | 0 (0) | 47.0 ± 7.0 | 0 (0) |
|
| BMI | 29.8 ± 4.9 | 3 (0.8) | 30.0 ± 4.8 | 0 (0) | 29.9 ± 8.0 | 2 (2.3) | 0.921 |
| Systolic blood pressure in mmHG | 135.6 ± 15.5 | 0 (0) | 137.2 ± 16.3 | 2 (1.1) | 135.1 ± 15.3 | 2 (2.3) | 0.463 |
| Cholesterol in mmol/L | 4.4 ± 1.0 | 4 (1.1) | 4.4 ± 0.8 | 0 (0) | 4.4 ± 0.9 | 2 (2.3) | 0.775 |
| HDL in mmol/L | 1.3 ± 0.4 | 4 (1.1) | 1.2 ± 0.3 | 1 (0.5) | 1.3 ± 0.4 | 2 (2.3) | 0.071 |
| Cholesterol/HDL ratio | 3.6 ± 1.1 | 160 (44.3) | 3.7 ± 1.4 | 57 (31.0) | 3.4 ± 1.0 | 35 (39.8) | 0.185 |
| LDL in mmol/L | 2.4 ± 0.9 | 12 (3.3) | 2.4 ± 0.8 | 3 (1.6) | 2.3 ± 0.8 | 3 (3.4) | 0.473 |
| Triglycerides in mmol/L | 1.7 ± 1.0 | 7 (1.9) | 1.8 ± 1.3 | 0 (0) | 1.7 ± 1.0 | 2 (2.3) | 0.531 |
| Creatinine in | 78.6 ± 17.2 | 6 (1.7) | 80.9 ± 17.4 | 1 (0.5) | 77.8 ± 17.8 | 0 (0) | 0.259 |
| Alb./creat. ratio in mg/mmol | |||||||
| Men | 2.0 ± 4.4 | 23 (10.7) | 2.2 ± 6.9 | 18 (15.9) | 1.3 ± 1.7 | 7 (14.0) | 0.636 |
| Women | 1.6 ± 3.5 | 31 (21.1) | 1.1 ± 1.3 | 8 (11.3) | 0.6 ± 0.5 | 10 (26.4) | 0.155 |
| MDRD in mL/min/1.73 m2 | 79.1 ± 49.0 | 5 (1.4) | 75.7 ± 16.2 | 1 (0.5) | 76.7 ± 17.4 | 0 (0) | 0.610 |
| Smoking | |||||||
| Yes | 54 (15.1) | 3 (0.8) | 30 (16.4) | 1 (0.5) | 11 (12.5) | 0 (0) | 0.382 |
| Before | 158 (44.1) | 73 (39.7) | 31 (35.2) | ||||
| No | 146 (40.8) | 80 (43.7) | 46 (52.3) | ||||
| Alcohol consumption in units/day | |||||||
| 0 | 166 (58.9) | 79 (21.9) | 98 (60.9) | 23 (12.5) | 41 (60.3) | 20 (22.7) | 0.646 |
| 1 | 61 (21.6) | 8 (23.6) | 14 (20.6) | ||||
| 2 | 39 (13.8) | 17 (10.6) | 13 (19.1) | ||||
| 3 | 11 (3.9) | 7 (4.3) | 0 (0) | ||||
| 4 | 4 (1.4) | 1 (0.5) | 0 (0) | ||||
| 5 | 0 (0) | 0 (0) | 0 (0) | ||||
| 6 | 1 (0.4) | 0 (0) | 0 (0) | ||||
| Employment | |||||||
| Fulltime/part-time working | 99 (34.3) | 72 (19.9) | 61 (39.6) | 30 (16.3) | 20 (23.8) | 4 (4.5) | 0.063 |
| Retired | 134 (46.4) | 70 (45.5) | 46 (54.8) | ||||
| Unemployed/housekeeper | 38 (13.1) | 20 (13.0) | 9 (10.7) | ||||
| Incapacitated | 18 (6.2) | 3 (1.9) | 9 (10.7) | ||||
| Educational level | |||||||
| None | 0 (0) | 73 (20.2) | 1 (0.7) | 31 (16.8) | 0 (0) | 4 (4.5) | 0.125 |
| Primary school | 24 (8.3) | 9 (5.9) | 4 (4.8) | ||||
| Low | 127 (44.1) | 52 (34.0) | 27 (32.1) | ||||
| Intermediate | 86 (29.9) | 51 (33.3) | 30 (35.7) | ||||
| High | 51 (17.7) | 40 (26.1) | 23 (27.4) |
Medication prescription of curious users, active users, and nonusers.
| Medication prescription | Nonusers | Missing | Curious users | Missing | Active users | Missing | Univariate |
|---|---|---|---|---|---|---|---|
| Diabetes-related | |||||||
| Oral treatment only | 251 (71.3) | 9 (2.5) | 128 (71.5) | 5 (2.7) | 64 (72.7) | 0 (0) | 1.000 |
| Insulin treatment only | 4 (1.1) | 9 (2.5) | 1 (0.5) | 5 (2.7) | 0 (0) | 0 (0) | 0.899 |
| Mix of oral and insulin treatment | 40 (11.4) | 9 (2.5) | 18 (10.1) | 5 (2.7) | 5 (5.7) | 0 (0) | 0.242 |
| No medication | 57 (16.2) | 9 (2.5) | 32 (17.9) | 5 (2.7) | 19 (21.6) | 0 (0) | 0.521 |
| Comorbidity or complication related | |||||||
| Calcium channel blockers | 50 (14.2) | 9 (2.5) | 31 (17.3) | 5 (2.7) | 16 (18.2) | 0 (0) | 0.415 |
| Beta blockers | 128 (36.4) | 9 (2.5) | 74 (41.3) | 5 (2.7) | 36 (40.9) | 0 (0) | 0.324 |
| Diuretics | 121 (34.4) | 9 (2.5) | 63 (35.2) | 5 (2.7) | 31 (35.2) | 0 (0) | 0.979 |
| Ace and RAAS inhibitors | 196 (55.7) | 9 (2.5) | 94 (52.5) | 5 (2.7) | 47 (53.4) | 0 (0) | 0.738 |
| Other blood pressure lowering medications | 3 (0.9) | 9 (2.5) | 0 (0) | 5 (2.7) | 1 (1.1) | 0 (0) | 0.357 |
| Lipid lowering medication | 280 (79.5) | 9 (2.5) | 141 (78.8) | 5 (2.7) | 72 (81.8) | 0 (0) | 0.868 |
Scores on quality of care (Europep) of curious users, active users, and nonusers.
| Items of Europep: patients who scored 4 (good) to 5 (excellent) | Nonusers ( | Missing | Curious users ( | Missing | Active users ( | Missing | Univariate |
|---|---|---|---|---|---|---|---|
|
| |||||||
| Making you feel that you have time during consultation | 737 (95.1) | 105 (11.9) | 174 (99.4) | 9 (4.9) | 82 (95.3) | 2 (2.3) | 0.159 |
| Showing interest in your personal situation | 707 (91.6) | 108 (12.3) | 165 (94.8) | 10 (5.4) | 81 (94.2) | 2 (2.3) | 0.970 |
| Making it easy for you to tell him or her about your problem | 694 (92.2) | 127 (14.4) | 165 (98.2) | 16 (8.7) | 80 (93.0) | 2 (2.3) |
|
| Involving you in decisions about your medical care | 680 (90.7) | 130 (14.8) | 159 (93.5) | 14 (7.6) | 80 (95.2) | 4 (4.5) | 0.489 |
| Listening to you | 709 (92.0) | 109 (12.4) | 163 (94.8) | 12 (6.5) | 80 (94.1) | 3 (3.4) | 0.579 |
| Keeping your records and data confidential | 661 (93.8) | 175 (19.9) | 161 (97.0) | 18 (9.8) | 75 (93.8) | 8 (9.1) | 0.764 |
| Providing quick relief of your symptoms | 588 (83.9) | 179 (20.3) | 137 (86.2) | 25 (13.6) | 64 (85.3) | 13 (14.8) | 0.863 |
| Helping you to feel well so that you can perform your normal daily activities | 599 (89.7) | 212 (24.1) | 135 (91.8) | 37 (20.1) | 61 (89.7) | 20 (22.7) | 0.780 |
| Thoroughness of the approach to your problems | 675 (90.7) | 136 (15.5) | 153 (90.5) | 15 (8.2) | 74 (88.1) | 4 (4.5) | 0.769 |
| Your physical examination | 639 (90.8) | 176 (20.0) | 153 (92.7) | 19 (10.3) | 69 (90.8) | 12 (13.6) | 0.577 |
| Offering services for preventing diseases (screening, health checks, and immunizations) | 653 (92.5) | 174 (19.8) | 151 (91.5) | 19 (10.3) | 74 (94.9) | 10 (11.4) | 0.539 |
| Explaining the purpose of examinations, tests, and treatments | 677 (92.4) | 147 (16.7) | 163 (94.8) | 12 (6.5) | 77 (91.7) | 4 (4.5) | 0.402 |
| Telling you enough about your symptoms and/or illness | 662 (90.2) | 146 (16.6) | 158 (92.4) | 13 (7.1) | 80 (95.2) | 4 (4.5) | 0.579 |
| Helping you deal with emotions related to your health status | 424 (84.8) | 380 (43.2) | 89 (86.4) | 81 (44.0) | 44 (81.5) | 34 (38.6) | 0.659 |
| Helping understand why it is important to follow the GP's advice | 631 (89.1) | 172 (19.5) | 146 (89.6) | 21 (11.4) | 73 (89.0) | 6 (6.8) | 0.965 |
| Knowing what has been done or told during previous contacts in the practice | 601 (86.8) | 188 (21.4) | 148 (90.2) | 20 (10.9) | 71 (87.7) | 7 (8.0) | 0.158 |
| Preparing you for what to expect from specialists, hospital care, and other care providers | 424 (82.8) | 368 (41.8) | 107 (8.3) | 54 (29.3) | 49 (86.0) | 31 (35.2) | 0.577 |
|
| |||||||
|
| |||||||
| The helpfulness of the practice staff (other than the doctor) to you | 313 (93.4) | 26 (7.2) | 158 (92.9) | 14 (7.6) | 77 (92.8) | 5 (5.7) | 0.953 |
| Getting an appointment to suit you | 301 (88.5) | 21 (5.8) | 152 (86.9) | 9 (4.9) | 72 (85.7) | 4 (4.5) | 0.867 |
| Getting through to the practice on telephone | 249 (73.0) | 20 (5.5) | 120 (68.6) | 9 (4.9) | 60 (71.4) | 4 (4.5) | 0.777 |
| Being able to talk to the general practitioner on the telephone | 167 (70.5) | 124 (34.3) | 71 (62.8) | 71 (38.6) | 35 (63.6) | 33 (37.5) | 0.306 |
| Waiting time in the waiting room | 246 (71.3) | 16 (4.4) | 119 (68.4) | 10 (5.4) | 51 (59.3) | 2 (2.3) | 0.148 |
| Providing quick services for urgent health problems | 241 (90.3) | 94 (26.0) | 118 (86.8) | 48 (26.1) | 53 (86.9) | 27 (30.7) | 0.658 |
Scores on quality of life (EQ-5D), well-being (WHO-5), diabetes-related distress (PAID-5), and self-care behavior (SDSCA) of curious users, active users, and nonusers.
| EQ-5D, WHO-5, PAID-5, and SDSCA | Nonusers | Missing | Curious users | Missing | Active users | Missing | Univariate |
|---|---|---|---|---|---|---|---|
| EQ-5D index-score | 0.9 ± 0.2 | 72 (19.9) | 0.9 ± 0.1 | 32 (17.4) | 0.9 ± 0.2 | 4 (4.5) |
|
| EQ-VAS | 74.7 ± 17.4 | 74 (20.5) | 79.3 ± 13.8 | 35 (19.0) | 76.9 ± 16.5 | 5 (5.7) |
|
| WHO-5 index-score | 70.4 ± 17.9 | 76 (21.1) | 74.1 ± 12.7 | 33 (17.9) | 70.2 ± 16.5 | 1 (1.1) | 0.080 |
| WHO-5 score indicates suboptimal well-being, screening depression advised | 36 (12.6) | 76 (21.1) | 8 (5.3) | 33 (17.9) | 9 (10.8) | 1 (1.1) |
|
| WHO-5 answers advise screening depression | 43 (15.5) | 76 (21.1) | 6 (4.0) | 33 (17.9) | 11 (13.3) | 1 (1.1) |
|
| PAID-5 total score | 2.8 ± 3.1 | 76 (21.1) | 1.8 ± 2.4 | 32 (17.4) | 2.2 ± 2.5 | 1 (1.1) |
|
| PAID-5 score indicates distress | 15 (5.3) | 76 (21.1) | 4 (2.6) | 32 (17.4) | 2 (2.4) | 1 (1.1) | 0.183 |
| SDSCA | |||||||
| General diet in number of days | 5.4 ± 1.8 | 76 (21.1) | 5.5 ± 1.9 | 32 (17.4) | 5.8 ± 1.7 | 5 (5.7) | 0.258 |
| Specific diet in number of days | 5.6 ± 1.1 | 73 (20.2) | 5.7 ± 1.0 | 30 (16.3) | 5.7 ± 1.0 | 4 (4.5) | 0.160 |
| Exercise in number of days | 4.0 ± 2.0 | 72 (19.9) | 4.1 ± 1.8 | 30 (16.3) | 3.8 ± 1.8 | 4 (4.5) | 0.612 |
| Blood-glucose in number of days | 2.1 ± 2.2 | 74 (20.5) | 2.1 ± 2.4 | 30 (16.3) | 1.8 ± 1.8 | 4 (4.5) | 0.241 |
| Foot-care in number of days | 1.9 ± 2.0 | 72 (19.9) | 1.9 ± 2.0 | 30 (16.3) | 1.8 ± 2.0 | 4 (4.5) | 0.924 |
| Medication in number of days | 6.7 ± 1.0 | 73 (20.2) | 7.0 ± 0.2 | 30 (16.3) | 6.8 ± 0.8 | 4 (4.5) |
|
| Smoking | 54 (25.1) | 146 (40.4) | 24 (21.8) | 74 (40.2) | 14 (24.6) | 31 (35.2) | 0.704 |