| Literature DB >> 29062537 |
Lamiece Hassan1, Caroline Swarbrick1, Caroline Sanders2, Angela Parker3, Matt Machin1, Mary P Tully4, John Ainsworth1.
Abstract
PLAIN ENGLISHEntities:
Keywords: Dementia; Health informatics; PPI; Patient and public involvement; Physical activity; Public engagement; Wearable; e-health; m-health
Year: 2017 PMID: 29062537 PMCID: PMC5611650 DOI: 10.1186/s40900-017-0063-1
Source DB: PubMed Journal: Res Involv Engagem ISSN: 2056-7529
Fig. 1Architecture of the DPUK sensing platform . Legend/Description: Registered users can setup their research study and add data using a secure web portal. Details can be added about study participants and data collection encounters. Real-time data can be uploaded from a range of devices in a variety of formats. The architecture of the platform is flexible to allow for new devices to be linked in the future. Batch data from third parties (e.g. hospital records data) can be linked with device data for analysis purposes. All data are uploaded to a secure data repository located at The University of Manchester
Features of wearable activity devices tested
| Device | Steps | Sleep | Heart rate | Waterproof | Display | Mounts | Retail price (approx.) | Battery life |
|---|---|---|---|---|---|---|---|---|
| Axivity AX3 | N/Aa | N/Aa | X | ✓ | None | Wrist, belt | £99 | 30 days |
| Fitbit Charge HR | ✓ | ✓ | ✓ (continuous) | X | Digital | Wrist | £120 | 5 days |
| MOTO 360 | ✓ | ✓ (on demand) | X | Digital | Wrist | £175 | 24 h | |
| Garmin Vívofit 2 | ✓ | ✓ | ✓ (on demand) | ✓ | Digital | Wrist | £90 | 1 year |
| Misfit Speedo Shine | ✓ | ✓ | X | ✓ | Dial | Wrist, magnetic clasp | £60 | 6 months |
| Withings Activité Pop | ✓ | ✓ | X | ✓ | Analogue | Wrist | £120 | 8 months |
| Withings Pulse Ox | ✓ | ✓ | ✓ (on demand) | X | Digital | Wrist, belt | £70 | 2 weeks |
aOutputs are raw, unprocessed data, so require further analysis to convert into discernible states and activities
Description of patient and public attendees, by group
| Group | ||||
|---|---|---|---|---|
| Living with dementia | Memory problems and MCI | Dementia < 65 yrs | No known memory problems > 50 yrs. | |
| Number | 5 + 4 carers. | 2 + 1 partner. | Approx. 8–12 (inc. some carers)a. | 9. |
| Gender | 5 women, 4 men. | 1 woman (and partner), 1 man. | Men and women. | 5 women, 4 men. |
| Age group | All but one aged >65 years. | All >65 years. | All <65 years. | Mainly mix of 50–60 and 60–70, at least 1 aged 70 + . |
| Activity format | Workshop at a Salford-based dementia resource centre | 1:1 meetings | Activity at a Salford-based weekly drop-in support group meeting | Workshop at The University of Manchester |
| Invited via | Age UK, a Salford-based dementia resource centre and Open Doors Network. | Ongoing research study recruiting people with memory problems. | Attending a Salford-based weekly support group. | University PPI networks, University admin/support staff, social media. |
| Number of devices loaned | 4 - Fitbit Charge HR, Misfit Speedo Shine and Withings Activité Pop. | 2 - Fitbit Charge HR and Garmin Vívofit 2. | 0 - one-off activity. | 6 - Fitbit Charge HR, MOTO 360, Garmin Vívofit 2, Misfit Speedo Shine, Withings Activité Pop and Withings Pulse Ox. |
aThis was a drop in activity, which took place within an open space. Therefore, we can only provide approximations for the numbers and types of people who took part
Research scenarios
| Ideas from the researchers’ meeting were used to generate a series of hypothetical, but plausible, scenarios where dementia research might use connected health technology. These were used in patient and public workshops to provide context to the use of wearable devices in dementia research and to prompt further discussion. Scenarios included observational and interventional research designs. Below is an example of an observational research scenario that was adapted for use in different groups. |
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| “Participants taking part in a birth cohort study (a long-term study where people are tracked throughout their lives) are asked to take part in a spin-off study to see if staying physically active has any impact on their mental abilities and likelihood of developing dementia. |
| Throughout their lives, participants have already completed questionnaires about their lifestyle habits and have submitted biological data (e.g. blood tests, saliva) to the study. Details about their health conditions and care have also been collected from their medical records, with their permission. For this study, they are asked to wear an activity tracker for one month every year to measure their usual steps, distance and heart rate. The data generated from the trackers are then matched with participants’ other data from the study and their medical records to see if there is any association between levels of physical activity and changes in mental abilities, such as memory, reasoning, language and attention.” |
Summary of theme, feedback and recommendations
| Theme | Feedback | Recommendation |
|---|---|---|
| Benefits of participating in connected health dementia research | • People were interested in how connected health research could benefit prospective participants and/or others. | • Information provided to prospective participants should include a) prospective benefits to individual participants and future patients and b) information on what would happen if researchers picked up something irregular, indicating a potential health problem. |
| • People expected researchers to intervene if devices picked up clear signs of treatable health problems requiring medical attention. | ||
| Device wearability | • Individuals varied in terms of which devices they found most tolerable, useful and aesthetically pleasing to wear. | • More than one type of device should be purchased, with a variety of straps and mounts in different colours, sizes and materials*. |
| • People preferred devices that were low maintenance and robust. | • Devices to be worn for longer periods should be waterproof and should have a long-life battery*. | |
| • Some concerns that devices might draw unwanted attention or reveal an individual’s health status. | • Devices should be unobtrusive, either passing for a wristwatch or be capable of being worn discreetly elsewhere*. | |
| Data security, usage and storage | • People generally trusted University researchers to protect personal and device data and treat it confidentiality. | • Software and devices used (inc. any associated 3rd party software applications) should provide the necessary security to protect personal data and ensure privacy*. |
| • People accepted that using certain devices for research might entail sharing data with commercial companies, but expected to be told upfront. | • Information provided to prospective participants should include information on how data is transferred between the device, researchers and any third parties. | |
| Technology set-up and support | • Few of those living with dementia and their carers had access to smartphones and/or tablets of their own. | • A stock of phones and/or tablets should be purchased to enable people who do not own their own suitable device to participate*. |
| • Some people required a high level of support to set up and use devices and applications running on smartphones and/or tablets. | • Set up of devices should include an offer of in-person technical support to assist with device set up, check-ups, maintenance and troubleshooting. | |
| Retention and engagement | • Feedback on progress and outcomes could be an incentive for wearing devices for longer, making people feel valued and engaged. | • Researchers should offer participants feedback on study progress and outcomes throughout the study in a choice of formats. |
| • Some people who acted as ‘testers‘ were unable to tolerate certain devices, whilst others unexpectedly enjoyed wearing them. | • Researchers should consider offering a trial period in advance of the research, without obligation to participate in the study. | |
| • Carers were deeply involved in the everyday routines of people living with dementia. | • Researchers should offer to involve carers throughout the process of recruitment, follow ups and dissemination. |
*indicates recommendation has been implemented