| Literature DB >> 25424228 |
Maaike C M Ronda1, Lioe-Ting Dijkhorst-Oei, Guy E H M Rutten.
Abstract
BACKGROUND: The use of a Web portal for patients with diabetes mellitus to access their own personal health record may result in improved diabetes outcomes. However, the adoption by patients is slow. This may be caused by patient characteristics, but also by the content, layout, and promotion of the portal. Detailed knowledge about this could help increase patients' participation in Web portals.Entities:
Keywords: Internet; cross-sectional studies; diabetes mellitus; electronic health record; patient access to records; patient preference; telemedicine
Mesh:
Year: 2014 PMID: 25424228 PMCID: PMC4260081 DOI: 10.2196/jmir.3457
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Figure 1Screenshot of the laboratory results and treatment goals of the patient Web portal.
Characteristics of the study participants (N=1171).
| Patient characteristics | Regular users | Nonusers |
| |
| Age (years), median (IQR) | 60.2 (51.3-67.5) | 68.1 (60.7-75.3) | <.001 | |
| Gender (male), n (%) | 259 (62.7) | 428 (56.5) | .04 | |
| Caucasian (yes), n (%) | 383 (93.6) | 652 (89.3) | .02 | |
| Educational level (high), n (%) | 188 (46.2) | 204 (28.2) | <.001 | |
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|
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| <.001 | |
|
| Paid job | 193 (47.1) | 157 (21.1) |
|
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| Retired | 153 (37.3) | 479 (64.5) |
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| Other | 64 (15.6) | 107 (14.4) |
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| Living arrangement (alone), n (%) | 65 (15.9) | 193 (25.9) | <.001 | |
| Fluency in speaking Dutch (yes), n (%) | 407 (99.3) | 695 (93.0) | <.001 | |
| Access to computer (yes), n (%) | 413 (100) | 525 (70.5) | <.001 | |
| Access to Internet (yes), n (%) | 413 (100) | 516 (84.7) | <.001 | |
|
|
|
| <.001 | |
|
| General practitioner | 180 (43.6) | 666 (87.9) |
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| Internist | 233 (56.4) | 92 (12.1) |
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|
|
| <.001 | |
|
| Type 1 | 81 (19.6) | 13 (1.7) |
|
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| Type 2 | 332 (80.4) | 745 (98.3) |
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| Duration of diabetes (years), median (IQR) | 11.3 (5.5-17.4) | 7.4 (3.7-11.4) | <.001 | |
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|
|
| <.001 | |
|
| None | 21 (5.1) | 91 (12.1) |
|
|
| Oral | 131 (31.7) | 507 (67.2) |
|
|
| Oral and insulin | 126 (30.5) | 93 (12.3) |
|
|
| Insulin | 135 (32.7) | 64 (8.5) |
|
| Polypharmacy (yes) | 204 (52.7) | 277 (43.6) | .02 | |
| HbA1c (mmol/mol), median (IQR) | 54.0 (48.0-62.0) | 49.0 (44.0-56.0) | <.001 | |
| Total cholesterol (mmol/L), mean (SD) | 4.4 (1.0) | 4.5 (1.0) | .35 | |
| Smoking (yes), n (%) | 47 (11.5) | 116 (16.4) | .03 | |
| Drinking alcohol (yes), n (%) | 208 (52.8) | 294 (42.7) | .004 | |
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|
|
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| |
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| PAID | 31.0 (11.8) | 27.2 (11.2) | <.001 |
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| DMSES | 80.7 (15.5) | 72.9 (18.0) | <.001 |
|
| BDKT standard | 78.7 (14.7) | 62.4 (20.0) | <.001 |
|
| BDKT insulin | 61.4 (20.6) | 42.2 (21.5) | <.001 |
|
| DTSQ status | 30.2 (5.0) | 30.8 (5.5) | .10 |
|
| DTSQ hyperglycemic episodes | 2.7 (1.9) | 1.6 (1.7) | <.001 |
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| DTSQ hypoglycemic episodes | 2.0 (1.7) | 1.1 (1.5) | <.001 |
a PAID: Problem Areas in Diabetes Questionnaire; DTSQ: Diabetes Treatment Satisfaction Questionnaire (with treatment satisfaction status, perceived hypoglycemic and hyperglycemic episodes) ; DMSES: Diabetes Management Self-Efficacy Scale; BDKT: Brief Diabetes Knowledge Test (one with standard items and one with only insulin-related questions).
Independent determinants of nonusers compared to users.
| Independent determinant | OR (95% CI) |
| |
| Age | 1.04 (1.00-1.08) | .03 | |
| Educational level (high) | 0.59 (0.36-0.95) | .03 | |
| Treatment setting (internist) | 0.27 (0.14-0.54) | <.001 | |
|
|
|
| |
|
| None | 0.59 (0.21-1.63) | .31 |
|
| Oral | Reference |
|
|
| Oral and insulin | 0.33 (0.15-0.70) | .004 |
|
| Insulin | 0.31 (0.12-0.78) | .01 |
| Polypharmacy (yes) | 0.58 (0.36-0.95) | .03 | |
| Smoking (yes) | 2.53 (1.30-4.91) | .006 | |
| Diabetes knowledge (standard) | 0.98 (0.96-0.99) | .008 | |
| DTSQ (hyper) | 0.79 (0.68-0.92) | .002 | |
Reasons for not requesting a login to the patient Web portal.
| Reasons for not requesting a login | Nonusers, n (%) |
| Was not aware that the portal existed | 549 (72.4) |
| Prefers to leave disease management to physician | 216 (28.5) |
| Feels inadequate with computer or Internet | 88 (11.6) |
| No access to computer or Internet | 62 (8.2) |
| Web portal is difficult to use | 58 (7.7) |
| Privacy reasons | 46 (6.1) |
| Concern for less personal attention by physician | 48 (6.3) |
| Physician/other advised against portal use | 20 (2.6) |
| Language barriers | 18 (2.4) |
Figure 2Differences between regular users (n=413) and nonusers (n=758) regarding the perceived usefulness (very useful or useful) of the content items of the patient Web portal. (a) overview of upcoming consultations, (b) summary of all health care physicians involved in treatment, (c) e-messaging, (d) general information about diabetes, (e) using the portal to upload the glucose levels measured at home, (f) rereading medical record after consultation, (g) access to laboratory values and treatment goals, (h) a summary of all consultations (history and future), (i) overview of medication. * P<.001.
Figure 3Differences between regular users (n=413) and nonusers (n=758) regarding usefulness of functionalities (very useful or useful) that could be added to the Web portal. (a) Automatic signal to physician when uploading glucose diary, (b) automatic upload from glucose meter to portal, (c) adding insulin units to glucose diary, (d) links to websites with information about diabetes, (e) links to websites with lifestyle interventions, (f) portal on mobile device, (g) request for medication refills, (h) forum functionality, (i) printing functionality, (j) news sites about diabetes, (k) information in different languages, (l) information about medication and side effects, (m) reminder function about upcoming consultation, (n) using the portal for scheduling a consultation with physician. * P<.001; ± P<.05.