| Literature DB >> 30291091 |
Jenni Connelly1, Alison Kirk2, Judith Masthoff3, Sandra MacRury4.
Abstract
BACKGROUND: Research supports the use of Web-based interventions to promote physical activity in diabetes management. However, previous interventions have found poor levels of engagement or have not included health professionals and people with diabetes in the design of the tool.Entities:
Keywords: Web based; blood glucose; diabetes; physical activity; rural; virtual trainer
Year: 2017 PMID: 30291091 PMCID: PMC6238854 DOI: 10.2196/diabetes.6669
Source DB: PubMed Journal: JMIR Diabetes ISSN: 2371-4379
Quotes from focus groups used to design key features of the website.
| Subthemes from focus groups | Example excerpt highlighting subtheme meaning | Participant type | Excerpt number |
| Importance of support | “I need help in exactly what I need to do; it’s not the advice of what to do it’s the support of doing it.” | Patient | 1.0 |
| Monitoring physical activity and diabetes | |||
| “...sitting down and thinking about what I’ve done, when I’ve done it and if I haven’t done it I think it would make me think about why I’m not being active.” | Patient | 2.0 | |
| “...by displaying your activity, say in graph form, it would give you some sort of target and to help you evaluate the days you weren’t active.” | Patient | 2.1 | |
| Methods to increase user engagement | “... if you do lands’ end and do it in bite-size chunks it doesn’t matter how long it takes you to do it, you will still have done it at the end.” | Health professional | 3.0 |
Baseline demographic characteristics of participants in the interactive Web, information Web, and control groups.
| Characteristic | Interactive Web group (n=11) | Information Web group (n=10) | Control group (n=10) |
| Gender (male), n (%) | 6 (55) | 8 (80) | 4 (40) |
| Age (years), mean (SD) | 67.3 (10.4) | 66.2 (8.4) | 66.5 (6.0) |
| Duration of diabetes (years), mean (SD) | 5.7 (1.6) | 9.3 (5.5) | 6.9 (4.1) |
| Weight (kg), mean (SD) | 83.1 (11.6) | 100.0 (15.9) | 88.7 (16.1) |
| BMIa(kg/m2), mean (SD) | 30.3 (4.2) | 33.0 (5.5) | 31.4 (5.8) |
| Metformin therapy, n (%) | 9 (82) | 5 (50) | 6 (60) |
| Lifestyle only, n (%) | 2 (18) | 5 (50) | 4 (40) |
aBMI: body mass index.
Figure 1Recruitment and attrition flow diagram for pilot randomized controlled trial.
Log-in rates per month broken down into intervention months.
| Month | Number of log-ins | |||
| Minimum, n | Maximum, n | Sum, n | Mean (SD) | |
| 1 | 0 | 14 | 48 | 4.4 (4.2) |
| 2 | 0 | 27 | 55 | 5.0 (7.7) |
| 3 | 0 | 16 | 34 | 3.1 (4.9) |
| 4 | 0 | 39 | 40 | 3.6 (11.7) |
| 5 | 0 | 50 | 50 | 4.5 (15.1) |
| 6 | 0 | 34 | 34 | 3.1 (10.3) |
Figure 2Use of interactive features over time.
Changes in ActiGraph accelerometer-defined physical activity data broken down into groups and collection dates.
| Physical activity | Interactive Web group (n=11), mean (SD) | Information Web group (n=10), mean (SD) | Control group (n=10), mean (SD) | ||||||
| Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | |
| Light (min/wk) | 1136.8 (334.7) | 896.8 (176.4) | 1160.4 (302.2) | 1169.9 (501.0) | 1225.2 (422.0) | 1211.6 (376.0) | 1271.2 (288.3) | 951.8 (280.8) | 1249 (313.1) |
| Lifestyle (min/wk) | 360.5 (182.9) | 294.5 (145.7) | 332.8 (302.2) | 301.4 (191.2) | 397.9 (188.9) | 361.6 (188.9) | 374.9 (174.3) | 303.8 (56.3) | 459.3 (149.8) |
| Moderate (min/wk) | 127.1 (127.0) | 72.2 (64.1) | 108.4 (108.3) | 127.5 (178.0) | 134.0 (147.8) | 140.1 (40.9) | 112.9 (102.7) | 83.4 (66.8) | 121.7 (96.7) |
| Vigorous (min/wk) | 4.8 (3.9) | 2.0 (1.7) | 8.4 (5.9) | 7.1 (2.1) | 8.5 (2.7) | 14.8 (4.6) | 5.7 (1.4) | 2.5 (0.8) | 9.6 (1.5) |
| Moderate-to-vigorous (min/wk) | 131.9 (126.2) | 74.2 (65.6) | 116.8 (107.4) | 134.6 (123.9) | 142.5 (135.9) | 154.9 (144.2) | 118.9 (103.8) | 86.5 (74.1) | 126.1 ( 93.4) |
| Step count (steps/wk) | 33,571 (20,134) | 22,949 (10,398) | 30,058 (16,116) | 33,655 (24,684) | 35,271 (20,679) | 37,083 (25,387) | 33,412 (20,845) | 25,716 (10,414) | 34,597 (17,675) |
| Sedentary time (total min/wk) | 3275 (646) | 2509 (756) | 3004 (485) | 3202 (759) | 3129 (997) | 3055 (807) | 2993 (662) | 2429 (776) | 2833 (764) |
| Sedentary time (max bout in min) | 72.5 (16.8) | 41.4 (35.4) | 37.7 (38.4) | 69.5 (17.4) | 78.8 (21.6) | 55.4 (7.4) | 68.2 (22.6) | 47.4 (25.8) | 47.6 (35.8) |
| Sedentary time (mean bout in min) | 22.4 (1.2) | 22.4 (2.3) | 22.8 (3.9) | 22.8 (3.0) | 23.5 (2.6) | 22.8 (4.1) | 21.6 (2.8) | 21.6 (2.9) | 21.6 (2.6) |
ActiGraph accelerometer-defined physical activity data broken down into wear-time percentage.
| Physical activity | Interactive Web group (n=11), mean (SD) | Information Web group (n=10), mean (SD) | Control group (n=10), mean (SD) | ||||||
| Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | |
| Light (%/wk) | 23.2 (4.9) | 24.0 (6.1) | 25.0 (4.6) | 24.3 (4.1) | 25.0 (3.4) | 25.0 (4.0) | 26.7 (4.5) | 25.2 (6.3) | 26.7 (7.4) |
| Lifestyle (%/wk) | 7.3 (2.5) | 7.8 (2.8) | 7.2 (2.3) | 6.3 (3.0) | 8.1 (3.6) | 7.6 (3.0) | 7.8 (3.5) | 7.6 (3.3) | 9.8 (5.1) |
| Moderate-to-vigorous (%/wk) | 2.7 (2.2) | 1.9 (2.3) | 2.2 (3.0) | 2.8 (3.0) | 3.0 (1.9) | 3.5 (2.8) | 2.5 (1.9) | 2.3 (2.5) | 2.7 (2.3) |
| Sedentary time (total %/wk) | 66.7 (7.6) | 66.5 (6.1) | 65.6 (6.1) | 66.6 (7.5) | 63.0 (6.4) | 62.8 (7.2) | 62.9 (6.3) | 64.4 (10.4) | 60.7 (11.9) |
Changes in physiological measures broken down into groups and collection dates.
| Physiological measure | Interactive Web group (n=11) | Information Web group (n=10) | Control group (n=10) | ||||||
| Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | Month 0 | Month 3 | Month 6 | |
| Weight (kg), mean (SD) | 83.1 (11.6) | 84.5 (13.1) | 81.8 (12.8) | 100.0 (15.9) | 100.1 (14.4) | 99.0 (15.8) | 88.7 (16.1) | 87.1 (15.7) | 87.7 (5.6) |
| BMIa(kg/m2), mean (SD) | 30.3 (4.2) | 30.5 (4.0) | 29.3 (4.1) | 33.0 (5.5) | 33.0 (5.1) | 32.7 (5.6) | 31.4 (5.8) | 30.9 (5.8) | 31.0 (5.6) |
| Waist circumference (cm), mean (SD) | 104.0 (10.9) | 106.0 (10.4) | 102.8 (10.2) | 118.3 (12.7) | 113.6 (10.3) | 114.2 (11.1) | 108.3 (13.4) | 107.2 (14.4) | 101.0 (11.7) |
| HbA1cb(mmol/mol), mean (SD) | 57.7 (11.2) | 56.7 (10.0) | 54.1 (9.5) | 51.8 (8.0) | 55.7 (7.6) | 57.5 (9.1) | 55.3 (13.7) | 54.4 (15.6) | 50.5 (5.9) |
| HbA1c, % | 7.5 | 7.4 | 7.1 | 6.9 | 7.3 | 7.5 | 7.2 | 7.1 | 6.8 |
aBMI: body mass index.
bHbA1c: glycated hemoglobin.