Diabetes Complication, Diabetes (DM), Diabetes (Insulin-requiring, Type 1 or Type 2), Diabetes Pregnancy, Diabetic Retinopathy (DR), Dialysis Patients, Gestational Diabetes Mellitus in Pregnancy
Conditions
Keywords
Remote monitoring, Digital Health, Visual function, High risk patients, Diabetic retinopathy
Brief summary
Diabetes is a serious condition where patients can develop complications in their body including their eyes which can lead to sight loss. Patients with diabetes are encouraged to attend yearly screening appointments at which signs of Diabetic Retinopathy (DR) are assessed. Attendance at these appointments and at any follow-up appointments can be time-consuming and inconvenient for those working. Better ways to monitor changes in vision are needed. Therefore, we are hoping to develop a set of eye tests that a person with diabetes can complete at home on a smartphone in collaboration with researchers at OKKO Health.
Interventions
DEVICEOkko Health App
Okko Health digital health app used to assess visual acuity and contrast sensitivity using a mobile phone.
Sponsors
Queen's University, Belfast
OKKO Health
Study design
Observational model
COHORT
Time perspective
PROSPECTIVE
Eligibility
Sex/Gender
ALL
Age
18 Years to 70 Years
Healthy volunteers
No
Inclusion criteria
Study 1: * The 55 participants with Type 1 or Type 2 diabetes must also be a gestational, or dialysis DR patient. * Aged 18-70. * All participants should have access to one of the following devices on a daily basis: iPhone (X, XS, XR, 11, 11 Pro, 11 Pro Max, SE 2020, 12, 12 Pro, 12 Pro Max, 12 mini); iPad (Pro 11-inch 2nd generation, Pro 12.9-inch 4th generation); Samsung Galaxy S8, S9, S10, A20e or A40; Samsung Galaxy Tab S3; Honor 10 Lite; Motorola G6 or G7 Power or Pixel 3a. * All participants should also have the ability to read and understand in English and be able to give informed consent. * All participants should also be able to tap the screen of a digital device. * All gestational and dialysis participants should be willing to undergo handheld retinal imaging, no pupil dilation is required. * Be willing to use the app from home for up to 6 months in between the participant's regular clinic visits. Study 2: * The 35 participants with type 1 or type 2 diabetes should have R0 no retinopathy or R1 background changes (this is stated on the letter they receive from the Diabetic Retinal Screening service). * Participants must already have a diabetic screening letter dated within 3 months and use a continuous glucose monitor and be willing to share the data from their monitor with the study team. They must also be willing to allow the research team access to their most recent OCT scans which will be accessed by Prof Tunde Peto. * All participants should have access to one of the following devices on a daily basis: iPhone (X, XS, XR, 11, 11 Pro, 11 Pro Max, SE 2020, 12, 12 Pro, 12 Pro Max, 12 mini); iPad (Pro 11-inch 2nd generation, Pro 12.9-inch 4th generation); Samsung Galaxy S8, S9, S10, A20e or A40; Samsung Galaxy Tab S3; Honor 10 Lite; Motorola G6 or G7 Power or Pixel 3a. * All participants should also have the ability to read and understand in English and be able to give informed consent. * All participants should also be able to tap the screen of a digital device
Exclusion criteria
Study 1 and 2: * The presence of another ocular disease that impacts vision such as age-related macular degeneration, glaucoma, or active uveitis. * Participants who are unable to tap a screen. * Serious life-threatening conditions that would preclude attendance in the longitudinal part of the study. * Neurological conditions that can impair vision * Any physical limitation that would make the participant unable to attend clinic visits (e.g., patients with arthritis or neck problems who may be unable to sit for a prolonged period of time).
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Primary Outcome : Explore the feasibility of longitudinal monitoring in hard-to-reach clinical populations by analysing recruitment and retention data, frequency of testing, and factors influencing play frequency and sustained engagement with the app. | 6 months | Assessment of feasibility Feasibility was assessed using recruitment, retention and engagement data from the Dialysis, Pregnancy and CGM high risk groups. Attrition rates from verbal agreement to signed consent and study completion were documented and reasons for dropout were captured through research team notes, participant self-report and follow-up communication. Engagement was quantified as the number of OKKO Health app plays over 6 months for each eye in the OKKO Circles Acuity (LogMAR) and the OKKO Contrast Sensitivity (LogCS) games. Participants were requested to play both games at least once a week. The app automatically logged usage data, including total plays and plays per eye. |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Secondary Outcome: Explore the acceptability of longitudinal monitoring in populations at risk of DR that are hard to reach through qualitative and interview data. | 6 months | This study utilized both quantitative and qualitative data to assess acceptability and adherence including The Adherence and Acceptability Questionnaire (AAQ) (adapted from Venkatesh et al., 2003) and The Ease of Use and Acceptability Questionnaire (EUAQ) (modified from Tay et al., 2004). The adapted 16-item AAQ asked participants questions about their experience regarding five dimensions or aspects of the app: perceived usefulness, perceived ease of use, adherence, behavioural intention and digital system accessibility. For example, the AAQ questionnaire began with the following statement: "I think that using digital health interventions to monitor my vision weekly could be a good thing". Participants then rated this statement in relation to their experience of using the OKKO Health app on a five-point Likert scale, ranging from 1: 'Strongly Disagree' to '5: 'Strongly Agree'. |
Countries
United Kingdom
Contacts
PRINCIPAL_INVESTIGATORProfessor Ruth E Hogg, PhD
Queen's University, Belfast
Outcome results
None listed