| Literature DB >> 28049624 |
Gregory S Kolt1, Richard R Rosenkranz2, Corneel Vandelanotte3, Cristina M Caperchione4, Anthony J Maeder5, Rhys Tague6, Trevor N Savage1, Itallie Anetta Van3, W Kerry Mummery7, Christopher Oldmeadow8, Mitch J Duncan9.
Abstract
BACKGROUND/AIM: Web 2.0 internet technology has great potential in promoting physical activity. This trial investigated the effectiveness of a Web 2.0-based intervention on physical activity behaviour, and the impact on website usage and engagement.Entities:
Keywords: Accelerometer; Physical activity; Randomised controlled trial
Mesh:
Year: 2017 PMID: 28049624 PMCID: PMC5654748 DOI: 10.1136/bjsports-2016-096890
Source DB: PubMed Journal: Br J Sports Med ISSN: 0306-3674 Impact factor: 13.800
Figure 1Flow of study protocol.
Characteristics of participants at baseline
| Variable | Web 2.0 (n=168) | Web 1.0 (n=165) | Logbook (n=171) | Total (n=504) |
|---|---|---|---|---|
| Gender | ||||
| Male | 54 (32%) | 58 (35%) | 64 (37% | 176 (35%) |
| Female | 114 (68%) | 107 (65%) | 107 (63%) | 328 (65%) |
| Age at baseline (years) | ||||
| 18–34 | 22 (13%) | 30 (18%) | 20 (12%) | 72 (14%) |
| 35–44 | 37 (22%) | 24 (15%) | 29 (17%) | 90 (18%) |
| 45–54 | 41 (24%) | 47 (28%) | 49 (29%) | 137 (27%) |
| 55–64 | 41 (24%) | 44 (27%) | 43 (25%) | 128 (25%) |
| 65 and over | 27 (16%) | 20 (12%) | 30 (18%) | 77 (15%) |
| Weekly household income ($A) | ||||
| <$1000 | 50 (30%) | 46 (28%) | 44 (26%) | 140 (28%) |
| $1000–$1999 | 43 (26%) | 44 (27%) | 59 (35%) | 146 (29%) |
| $2000–$5000+ | 52 (31%) | 49 (30%) | 49 (29%) | 150 (30%) |
| No response | 23 (14%) | 26 (16%) | 19 (11%) | 68 (13%) |
| Country of birth | ||||
| Other | 33 (20%) | 31 (19%) | 42 (25%) | 106 (21%) |
| Australia | 135 (80%) | 134 (81%) | 129 (75%) | 398 (79%) |
| Highest education level | ||||
| Higher education | 57 (34%) | 55 (33%) | 59 (35%) | 171 (34%) |
| Trade/diploma | 63 (38%) | 61 (37%) | 69 (40%) | 193 (38%) |
| School education | 48 (29%) | 49 (30%) | 43 (25%) | 140 (28%) |
| Body mass index (BMI) (kg/m2) | ||||
| Underweight (<18.50) | 3 (2%) | 3 (2%) | 0 (0%) | 6 (1%) |
| Normal weight (18.50–24.99) | 52 (31%) | 28 (17%) | 36 (21%) | 116 (23%) |
| Overweight (25.00–29.99) | 60 (36%) | 64 (39%) | 55 (32%) | 179 (36%) |
| Obese (≥30.00) | 53 (32%) | 70 (42%) | 80 (47%) | 203 (40%) |
| Occupation | ||||
| Professional | 54 (32%) | 50 (30%) | 55 (32%) | 159 (32%) |
| White collar | 36 (21%) | 37 (22%) | 29 (17%) | 102 (20%) |
| Blue collar | 8 (5%) | 8 (5%) | 15 (9%) | 31 (6%) |
| Other | 14 (8%) | 20 (12%) | 19 (11%) | 53 (11%) |
| No response | 56 (33%) | 50 (30%) | 53 (31%) | 159 (32%) |
| Speak language other than English | ||||
| Yes | 19 (11%) | 28 (17%) | 28 (16%) | 75 (15%) |
| No | 149 (89%) | 137 (83%) | 143 (84%) | 429 (85%) |
Summary of minutes per day of MVPA at each time point
| Time | Web 2.0 (n=168) | Web 1.0 (n=165) | Logbook (n=171) |
|---|---|---|---|
| Baseline | |||
| n* | 157 | 154 | 154 |
| Mean (SD) | 23.16 (17.21) | 25.77 (20.49) | 23.20 (16.87) |
| 3 months | |||
| n* | 131 | 115 | 127 |
| Mean (SD) | 29.66 (22.21) | 25.64 (20.01) | 28.27 (22.46) |
| 12 months | |||
| n* | 87 | 85 | 102 |
| Mean (SD) | 28.56 (21.22) | 31.76 (22.92) | 28.53 (23.21) |
| 18 months | |||
| n* | 71 | 73 | 78 |
| Mean (SD) | 28.41 (21.04) | 33.38 (26.61) | 28.47 (22.75) |
*The number of participants who satisfied the wear-time criteria at each time point (ie, at baseline, 465 of the 504 who were randomised had sufficient wear time to be included in the analysis).
MVPA, moderate-to-vigorous physical activity.
Analysis of minutes per day of MVPA (unadjusted and adjusted), results from the linear mixed effects model
| Time (months) | Unadjusted mean change from baseline (95% CI) | Unadjusted differences between groups in change from baseline (95% CI) | Group×time | ||||
|---|---|---|---|---|---|---|---|
| Web 2.0 | Web 1.0 | Logbook | Web1.0–Web 2.0 | Web 1.0–Logbook | Web 2.0–Logbook | p Value† | |
| 3 | 6.8 (4.4 to 10.3)** | −0.4 (−4.0 to 3.1) | 5.0 (2.0 to 8.0)** | −7.2 (−12.2 to −2.3)** | −5.5 (−10.2 to −0.8)* | 1.8 (−2.8 to 6.3) | 0.0197 |
| 12 | 4.2 (1.0 to 7.3)** | 5.0 (0.6 to 9.4)* | 5.1 (0.8 to 9.4)* | 0.9 (−4.5 to 6.3) | −0.1 (−6.2 to 6.1) | −1.0 (−6.3 to 4.4) | |
| 18 | 3.0 (−0.8 to 6.8) | 5.8 (−0.3 to 11.9) | 4.5 (−0.1 to 9.1) | 2.8 (−4.4 to 9.9) | 1.3 (−6.4 to 8.9) | −1.5 (−7.5 to 4.5) | |
| ‡Adjusted mean change from baseline (95% CI) | ‡Adjusted differences between groups in change from baseline (95% CI) | Group×time | |||||
| 3 | 6.8 (3.4 to 10.2)** | −0.5 (−4.1 to 3.1) | 4.8 (1.8 to 7.7)** | −7.3 (−12.3 to −2.4)** | −5.3 (−9.9 to −0.6)* | 2.1 (−2.4 to 6.5) | 0.0198 |
| 12 | 3.8 (0.5 to 7.0)* | 4.9 (0.5 to 9.3)* | 4.9 (0.7 to 9.1)* | 1.1 (−4.4 to 5.6) | 0.0 (−6.2 to 6.1) | −1.2 (−6.5 to 4.2) | |
| 18 | 3.1 (−0.6 to 6.7) | 5.6 (−0.3 to 11.5) | 4.6 (0.0 to 9.2) | 2.5 (−4.5 to 9.5) | 1.0 (−6.6 to 8.5) | −1.5 (−7.5 to 4.4) | |
*p<0.05, **p<0.01.
†The group×time interaction p value is an omnibus test assessing if there is a difference in the change from baseline between treatment groups at any follow-up time point.
‡Adjusted for gender, age at baseline, BMI, education and wear time.
MVPA, moderate-to-vigorous physical activity.
Figure 2Mean MVPA (min) (95% CI) by intervention group. MVPA, moderate-to-vigorous physical activity.
Comparison between groups on website usage and engagement measures
| Group | p Value | ||||||
|---|---|---|---|---|---|---|---|
| Total | Web 1.0 | Web 2.0 | |||||
| Variable | n | Mean (SD) | n | Mean (SD) | n | Mean (SD) | |
| Average days with a step entry/week (months) | |||||||
| 0–3 | 332 | 4.44 (2.63) | 164 | 4.04 (2.83) | 168 | 4.83 (2.37) | 0.007 |
| 3–12 | 297 | 2.98 (2.94) | 147 | 2.47 (2.86) | 150 | 3.48 (2.95) | 0.003 |
| 12–18 | 213 | 2.52 (2.94) | 108 | 2.10 (2.88) | 105 | 2.95 (2.95) | 0.035 |
| Average time on website/week (seconds) (months) | |||||||
| 0–3 | 332 | 551.83 (740.95) | 164 | 386.40 (371.80) | 168 | 713.32 (948.75) | <0.001 |
| 3–12 | 297 | 214.43 (390.19) | 147 | 121.54 (219.39) | 150 | 305.47 (488.29) | <0.001 |
| 12–18 | 213 | 138.24 (259.59) | 108 | 88.99 (214.08) | 105 | 188.90 (291.74) | 0.005 |
| Average number of website visits/week (months) | |||||||
| 0–3 | 332 | 2.64 (2.66) | 164 | 1.66 (1.92) | 168 | 3.61 (2.92) | <0.001 |
| 3–12 | 297 | 1.31 (1.97) | 147 | 0.67 (1.37) | 150 | 1.93 (2.26) | <0.001 |
| 12–18 | 213 | 1.12 (1.87) | 108 | 0.52 (1.13) | 105 | 1.74 (2.25) | <0.001 |
| Average days with step comment/week (months) | |||||||
| 0–3 | 332 | 0.31 (0.92) | 164 | 0.19 (0.61) | 168 | 0.43 (1.14) | 0.015 |
| 3–12 | 297 | 0.13 (0.47) | 147 | 0.08 (0.36) | 150 | 0.19 (0.55) | 0.056 |
| 12–18 | 213 | 0.04 (0.30) | 108 | 0.06 (0.39) | 105 | 0.03 (0.15) | 0.492 |
Figure 3Kaplan-Meier estimates of the survival distribution for time to non-usage attrition.