| Literature DB >> 26818775 |
Kathryn Mercer1, Lora Giangregorio, Eric Schneider, Parmit Chilana, Melissa Li, Kelly Grindrod.
Abstract
BACKGROUND: Physical inactivity and sedentary behavior increase the risk of chronic illness and death. The newest generation of "wearable" activity trackers offers potential as a multifaceted intervention to help people become more active.Entities:
Keywords: chronic disease; physical activity; sedentary lifestyle; wearables
Year: 2016 PMID: 26818775 PMCID: PMC4749845 DOI: 10.2196/mhealth.4225
Source DB: PubMed Journal: JMIR Mhealth Uhealth ISSN: 2291-5222 Impact factor: 4.773
Comparison of the available features of wearable activity tracker devices assessed between January 1, 2014, and May 31, 2014.
|
| Fitbit Zip | Jawbone Up 24 | Misfit Shine | Withings Pulse |
| Pedometer (steps) | X | X | X | X |
| Altimeter (stairs) |
|
|
| X |
| Waterproof |
|
| X |
|
| Heart rate |
|
|
| X |
| Displays number of steps taken on device | X |
|
| X |
| Displays proportion of steps taken toward the total goal |
|
| X |
|
| Default activity goal | 10,000 steps | 10,000 steps | 1000 points (equivalent to 10,000 steps) | 10,000 steps |
| Notifies the user of every 2000 steps |
| X |
|
|
| Cost | US $60 | US $150 | US $130 | US $100 |
| Apple iOS | X | X | X | X |
| Android | X | Xa | X | X |
aMade available March 2014.
Participant characteristicsa (N=32).
| Characteristic |
| Number (% or range) |
| Age |
| 64 (52-84) |
|
|
|
|
|
| Male | 9 (28) |
|
| Female | 23 (72) |
|
|
|
|
|
| High cholesterol | 10 (31) |
|
| High blood pressure | 17 (53) |
|
| Stroke | 1 (3) |
|
| Prediabetes | 4 (13) |
|
| Type 2 diabetes | 3 (9) |
|
| Osteoarthritis | 15 (47) |
|
| Rheumatoid or inflammatory arthritis | 3 (9) |
|
| Chronic low back pain | 1 (3) |
| Body mass index (kg/m2, mean) |
| 31 (21-51) |
|
|
|
|
|
| Systolic | 129 (93-182) |
|
| Diastolic | 79 (67-95) |
| Heart rate (mean) |
| 70 (50-98) |
|
|
|
|
|
| Low | 2 (6) |
|
| Moderate | 21 (66) |
|
| High | 8 (25) |
|
|
|
|
|
| Diabetes before the age of 55 | 5 (16) |
|
| Heart attack before the age of 55 | 6 (19) |
|
| Maternal history of hip fracture | 2 (6) |
|
|
|
|
|
| High school | 6 (19) |
|
| Trade school | 2 (6) |
|
| College | 7 (22) |
|
| University | 7(22) |
|
| Graduate school (MSc, PhD) | 7 (22) |
|
| Professional degree (MD, MBA) | 1 (3) |
|
|
|
|
|
| <CAD $20,000 | 2 (6) |
|
| CAD $20,000-CAD$49,999 | 6 (19) |
|
| CAD $50,000-CAD $79,999 | 12 (38) |
|
| >CAD $80,000 | 10 (31) |
|
| Prefer not to say | 2 (6) |
|
|
|
|
|
| Nonuser | 1 (3) |
|
| Novice | 6 (19) |
|
| Intermediate | 19 (59) |
|
| Expert | 5 (16) |
|
|
|
|
|
| Daily | 28 (88) |
|
| Weekly | 2 (6) |
|
| Monthly | 0 (0) |
|
| Rarely | 0 (0) |
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| Never | 1 (3) |
|
|
|
|
|
| Daily | 22 (69) |
|
| Weekly | 0 (0) |
|
| Monthly | 0 (0) |
|
| Rarely | 0 (0) |
|
| Never | 12 (31) |
aPercentages may not add up to 100% due to incomplete surveys or multiple answers.
Participant experience questionnaire (answer averages) evaluating the use of wearable activity trackers.a
| No | Feedback | Withings | Fitbit Zip | Jawbone | Pedometer | Shine | Average |
| 1 | Overall, I was satisfied with the activity tracker. | 3.39 | 3.57 | 3.33 | 1.77 | 3.37 | 3.09 |
| 2 | Using the activity tracker helped me set activity goals. | 2.90 | 3.13 | 2.93 | 2.55 | 3.13 | 2.93 |
| 3 | Using the activity tracker helped me reach my activity goals more rapidly. | 2.81 | 3.03 | 2.67 | 2.19 | 2.80 | 2.70 |
| 4 | Using the activity tracker helped me to be more active. | 3.00 | 3.20 | 3.10 | 2.65 | 3.13 | 3.02 |
| 5 | Using the activity tracker made it easier to be more active. | 2.84 | 3.00 | 2.87 | 2.35 | 2.83 | 2.78 |
| 6 | Using the activity tracker supported me in managing my disease. | 2.61 | 3.00 | 2.60 | 2.23 | 2.70 | 2.63 |
| 7 | I found it easy to learn to operate the activity tracker. | 2.84 | 3.27 | 3.13 | 2.84 | 3.00 | 3.02 |
| 8 | I found the activity tracker to be clear and understandable to use. | 3.06 | 3.40 | 3.07 | 2.90 | 2.90 | 3.07 |
| 9 | I found the activity tracker to be flexible to work with. | 3.00 | 3.37 | 3.23 | 2.42 | 3.03 | 3.01 |
| 10 | Overall, the activity tracker was easy to use. | 3.03 | 3.43 | 3.43 | 2.74 | 2.97 | 3.12 |
| 11 | People who influence my behavior would think I should use the activity tracker. | 2.65 | 2.93 | 2.87 | 2.68 | 2.86 | 2.80 |
| 12 | People who are important to me would think I should use the activity tracker. | 2.74 | 3.00 | 2.97 | 2.68 | 2.97 | 2.87 |
| 13 | I have the technology necessary to use the activity tracker | 3.45 | 3.90 | 3.43 | 3.65 | 3.50 | 3.59 |
| 14 | I have the knowledge necessary to use the activity tracker. | 3.26 | 3.67 | 3.47 | 3.90 | 3.33 | 3.53 |
| 15 | The activity tracker was compatible with other systems I use. | 2.84 | 3.53 | 3.23 | 2.47 | 3.23 | 3.06 |
| 16 | I am very knowledgeable about my physical activity needs. | 4.00 | 4.17 | 4.03 | 3.90 | 4.03 | 4.03 |
| 17 | I understand how to use physical activity to manage my health problems. | 4.06 | 4.17 | 4.03 | 4.13 | 4.07 | 4.09 |
| 18 | The activity tracker was comfortable to wear. | 3.87 | 4.13 | 3.70 | 3.13 | 4.10 | 3.79 |
| 19 | The activity tracker accurately tracked my physical activity. | 3.48 | 3.50 | 3.67 | 1.77 | 3.77 | 3.24 |
| 20 | Average by tracker (SD) | 3.15 (0.43) | 3.44 (0.40) | 3.25 (0.40) | 2.79 (0.67) | 3.25 (0.44) |
|
aScoring was as follows: 1=strongly disagree, 2=disagree, 3=neutral, 4=agree, and 5=strongly agree.
Mean participant acceptance scores from the participant acceptance questionnaire for each wearable activity tracker assessed.a
| App | Mean score (SD) |
| Pedometer | 55.7 (10.2) |
| Fitbit Zip | 67.6 (15.8) |
| Jawbone Up 24 | 65.8 (19.1) |
| Misfit Shine | 64.7 (13.7) |
| Withings Pulse | 62.9 (13.8) |
aMinimum score was 19 points; maximum score was 95 points (N=30).
Positive statement associated with individual fitness trackers.
| App | Positive statement |
| Pedometer | “I just want a step counter, I don’t care about the rest of the stuff” |
| Fitbit Zip | “The Fitbit I still say is the easiest. I actually got an email that tells you your weekly progress, and I really like that.” |
| Jawbone Up 24 | “I liked the sleep data a lot, and I found the Jawbone easy to use. I found it really easy, it was light.” |
| Misfit Shine | “I really liked that I could wear it in the water |
| Withings Pulse | “A lot of people say they don’t like the Withings, but I really did, I thought it was great” |
Negative statement associated with individual fitness trackers.
| App | Negative statement |
| Pedometer | “The very first one, the pedometer was unbelievably off. I would take one step, and it would count 10.” |
| Fitbit Zip | “It was too small, I was scared I would lose it” |
| Jawbone Up 24 | “Jawbone, see look, this is by far the easiest to put on and off but once it's on it can get a little annoying” |
| Misfit Shine | “The Shine I thought was just the most unintuitive, poorly constructed system” |
| Withings Pulse | “The reason I didn't choose it is because I was afraid that over time it would all break.” |