Age-Related Macular DegenerationAVIGA-SURVEYNCT07338513
User-centric Study of Patients' Receptiveness Towards the Web-based Automated Vision Impairment Gaze-tracking Analysis Systems
An observational study of Age-Related Macular Degeneration and Wet Age-related Macular Degeneration, run by Tan Tock Seng Hospital at 1 site in Singapore.
Trial summary
Age-Related Macular Degeneration (AMD) is the leading cause of central vision loss among older adults worldwide. Patients with AMD often require frequent monitoring of visual function and disease progression, typically through multiple follow-up visits involving optical coherence tomography (OCT), visual acuity… Read more about this study
- Who is it for?
- Ages 55 to 99 years
- Conditions the study is for
- Age-Related Macular Degeneration, Wet Age-related Macular Degeneration
- How many people
- 30 participants
- Where
- 1 siteSingapore
- Study dates
- 1 Apr 2026to Sep 2027
- Phase
- Observational
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 55 to 99 years
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: Patients previously recruited with recurrent vision problems diagnosed with active Wet-AMD at the TTSH Specialist Outpatient Clinic.
Who may be able to join
- Subjects in the age group ≥ 55 to 99 years old.
- Both genders
- Able to understand verbal spoken instructions in British/American English, Chinese or Bahasa Melayu and demonstrate device functionality and implementation.
- Subjects undergoing treatment for Wet-AMD without any signs and symptoms of recurrence of active AMD (AMD recurrence: choroidal neovascularisation, intraretinal or subretinal fluid is present) with OCT lesion fluid volume more than 2mm2 or ILM height more than 300µm.
- Ability to comply with the study protocol, in the investigator's judgment.
- Subjects must be able to understand and provide informed consent. A signed informed consent form must be provided before any study assessments.
Who cannot join
- Unable to understand verbal spoken instructions and demonstrate device functionality and implementation.
- Unable to turn on and connect their computer to the AVIGA platform independently.
- Any ocular surgery in the previous 3 months, or vitrectomy in the previous 12 months
- Any history of macular pathology unrelated to AMD affecting vision or contributing to the presence of intraretinal or subretinal fluid in the study eye
- Any concurrent intraocular condition in the study eye that, in the opinion of the investigator, could either reduce the potential for visual improvement or require medical or surgical intervention during the study
- Any prior or concomitant treatment for CNV or vitreomacular-interface abnormalities in the study eye.
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- History of idiopathic or autoimmune-associated uveitis in either eye
- Active ocular inflammation or suspected or active ocular or periocular infection in either eye.
- Severe cognitive impairment, comorbid conditions severely limiting participation (e.g., advanced hearing loss)
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
About this study
Age-Related Macular Degeneration (AMD) is the leading cause of central vision loss among older adults worldwide. Patients with AMD often require frequent monitoring of visual function and disease progression, typically through multiple follow-up visits involving optical coherence tomography (OCT), visual acuity testing (VA), and clinical consultations.
While digital self-monitoring tools have emerged as promising solutions to reduce the burden of in-clinic visits, many elderly patients face challenges in engaging with these platforms due to visual impairment, limited digital literacy, and poorly optimised user interfaces. These barriers may reduce patient willingness to adopt such systems and undermine their long-term effectiveness.
Read more
To address this gap, the study team has developed the web-based AVIGA (Automated Vision Impairment Gaze-tracking Analysis) system, which is a portable, self-administered, home-based digital monitoring system designed to minimise cognitive load and maximise usability for elderly AMD patients. The platform integrates patient-centred design principles such as simplified navigation, optimised text, and multimodal feedback (visual and audio) to empower users to independently track their visual health.
A prospective, single-site usability trial to evaluate the AVIGA platform using validated human factors measures: the System Usability Scale (SUS), the Technology Acceptance Model (TAM) will be conducted. By examining the relationship between usability, cognitive load, and perceived empowerment, this study aims to identify critical user interface and user experience (UI/UX) design factors that influence willingness to adopt and sustain use of digital health tools among elderly AMD patients.
- Keywords
- user interface, user experience, Technology Acceptance Model, System Usability Scale
- Medical subject headings
- Macular Degeneration
What is being measured
The primary outcome is the main question the study is designed to answer.
Assess System Usability
Measure and evaluate overall system usability across three checkpoints (Baseline, Mid-point, and End-point) using the System Usability Scale (SUS), a 10-item questionnaire rated on a 5-point Likert scale.
Measured: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Assess System Acceptance
Measure and evaluate overall acceptance towards system adoption across three checkpoints (Baseline, Mid-point, and End-point) using 8 items from the Technology Acceptance Model (TAM), rated on a 5-point Likert scale.
Measured: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Secondary outcomes (1)
Track Change Over Time
Compare the changes in expectation (Baseline) versus lived experience (Mid-point, End-point) scores taken from the combined SUS and TAM to identify how usability perceptions and adoption intentions evolve with continued use.
Measured: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted14 Jan 2026
- Study start1 Apr 2026
- Primary completionJul 2027 (estimated)
- Study completionSep 2027 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (16)Papers the sponsor has linked to this study.
- Other trials for Age-Related Macular DegenerationStudies of the same condition, open and under way.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Prospective
- Enrolment
- 30 participants (estimated)
Sponsor and investigators
- Lead sponsor
- Tan Tock Seng Hospital
- Sponsor type
- University, hospital or other
- Responsible party
- Principal investigator, Laude Augustinus, Tan Tock Seng Hospital
- Investigators
- Augustinus Laude, MBChB, Principal investigator, Tan Tock Seng HospitalZheng Kuang Noel Soh, BSc, Study director, Tan Tock Seng Hospital
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07338513
- Sponsor's protocol ID
- 2025-1535
- Acronym
- AVIGA-SURVEY
- Status last verified
- Sep 2026
- First submitted
- 20 Nov 2025
- Last updated
- 2 Oct 2026
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
Publications
Huiying Liu, Wong D, Ai Ping Yow, Yanwu Xu, Fengshou Yin, Laude A, Tock Han Lim. Determining the difference in eyegaze measurements in individuals with age related macular degeneration. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:1348-1351. doi: 10.1109/EMBC.2016.7590957.
PubMed 28268575Huiying Liu, Yanwu Xu, Damon Wong, Ai Ping Yow, Laude A, Tock Han Lim. Detecting impaired vision caused by AMD from gaze data. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3142-3145. doi: 10.1109/EMBC.2017.8037523.
PubMed 29060564Liu, H., et al., Vision assessment based on gaze. 2019, AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH [SG/SG]; 1 Fusionopolis Way, #20-10 Connexis North Tower, Singapore 138632, SG: Singapore.
Goldberg, J.H. and X.P. Kotval, Computer interface evaluation using eye movements: methods and constructs. International journal of industrial ergonomics, 1999. 24(6): p. 631-645.
Loewenstein A; Richard & Hinda Rosenthal Foundation. The significance of early detection of age-related macular degeneration: Richard & Hinda Rosenthal Foundation lecture, The Macula Society 29th annual meeting. Retina. 2007 Sep;27(7):873-8. doi: 10.1097/IAE.0b013e318050d2ec.
PubMed 17891011Goldberg, J.H. and A.M. Wichansky, Eye tracking in usability evaluation: A practitioner's guide, in the Mind's Eye. 2003, Elsevier. p. 493-516.
Age-Related Eye Disease Study Research Group. The Age-Related Eye Disease Study (AREDS): design implications. AREDS report no. 1. Control Clin Trials. 1999 Dec;20(6):573-600. doi: 10.1016/s0197-2456(99)00031-8.
PubMed 10588299Chew EY, Clemons TE, Agron E, Sperduto RD, Sangiovanni JP, Davis MD, Ferris FL 3rd; Age-Related Eye Disease Study Research Group. Ten-year follow-up of age-related macular degeneration in the age-related eye disease study: AREDS report no. 36. JAMA Ophthalmol. 2014 Mar;132(3):272-7. doi: 10.1001/jamaophthalmol.2013.6636.
PubMed 24385141AREDS2 Research Group; Chew EY, Clemons T, SanGiovanni JP, Danis R, Domalpally A, McBee W, Sperduto R, Ferris FL. The Age-Related Eye Disease Study 2 (AREDS2): study design and baseline characteristics (AREDS2 report number 1). Ophthalmology. 2012 Nov;119(11):2282-9. doi: 10.1016/j.ophtha.2012.05.027. Epub 2012 Jul 26.
PubMed 22840421AREDS2-HOME Study Research Group; Chew EY, Clemons TE, Bressler SB, Elman MJ, Danis RP, Domalpally A, Heier JS, Kim JE, Garfinkel R. Randomized trial of a home monitoring system for early detection of choroidal neovascularization home monitoring of the Eye (HOME) study. Ophthalmology. 2014 Feb;121(2):535-44. doi: 10.1016/j.ophtha.2013.10.027. Epub 2013 Nov 8.
PubMed 24211172Mathew R, Sivaprasad S. Environmental Amsler test as a monitoring tool for retreatment with ranibizumab for neovascular age-related macular degeneration. Eye (Lond). 2012 Mar;26(3):389-93. doi: 10.1038/eye.2011.326. Epub 2011 Dec 16.
PubMed 22173073Ai Ping Yow, Damon Wong, Huiying Liu, Hongyuan Zhu, Ivy Jing-Wen Ong, Laude A, Tock Han Lim. Automatic visual impairment detection system for age-related eye diseases through gaze analysis. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2450-2453. doi: 10.1109/EMBC.2017.8037352.
PubMed 29060394Trevino R, Kynn MG. Macular function surveillance revisited. Optometry. 2008 Jul;79(7):397-403. doi: 10.1016/j.optm.2007.09.017.
PubMed 18577497Kawasaki R, Wang JJ, Aung T, Tan DT, Mitchell P, Sandar M, Saw SM, Wong TY; Singapore Malay Eye Study Group. Prevalence of age-related macular degeneration in a Malay population: the Singapore Malay Eye Study. Ophthalmology. 2008 Oct;115(10):1735-41. doi: 10.1016/j.ophtha.2008.02.012. Epub 2008 Apr 25.
PubMed 18439679Brooke, John.
Study at a glance
From the registry record, last updated by the sponsor on 2 Oct 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- User-centric Study of Patients' Receptiveness Towards the Web-based Automated Vision Impairment Gaze-tracking Analysis Systems
- ClinicalTrials.gov ID
- NCT07338513
- Acronym / sponsor ID
- AVIGA-SURVEY / 2025-1535
- Keywords
- user interface, user experience, Technology Acceptance Model, System Usability Scale
- Study type
- Observational
- Recruitment status
- Enrolling by invitation
- Enrolment
- 30 participants (estimated)
- Lead sponsor
- Tan Tock Seng HospitalUniversity, hospital or other
- Study start
- 1 Apr 2026 (actual)
- Primary completion
- Jul 2027 (estimated)
- Study completion
- Sep 2027 (estimated)
- First posted
- 14 Jan 2026 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
Age-Related Macular Degeneration (AMD) is the leading cause of central vision loss among older adults worldwide. Patients with AMD often require frequent monitoring of visual function and disease progression, typically through multiple follow-up visits involving optical coherence tomography (OCT), visual acuity testing (VA), and clinical consultations.
While digital self-monitoring tools have emerged as promising solutions to reduce the burden of in-clinic visits, many elderly patients face challenges in engaging with these platforms due to visual impairment, limited digital literacy, and poorly optimised user interfaces. These barriers may reduce patient willingness to adopt such systems and undermine their long-term effectiveness.
To address this gap, the study team has developed the web-based AVIGA (Automated Vision Impairment Gaze-tracking Analysis) system, which is a portable, self-administered, home-based digital monitoring system designed to minimise cognitive load and maximise usability for elderly AMD patients. The platform integrates patient-centred design principles such as simplified navigation, optimised text, and multimodal feedback (visual and audio) to empower users to independently track their visual health.
A prospective, single-site usability trial to evaluate the AVIGA platform using validated human factors measures: the System Usability Scale (SUS), the Technology Acceptance Model (TAM) will be conducted. By examining the relationship between usability, cognitive load, and perceived empowerment, this study aims to identify critical user interface and user experience (UI/UX) design factors that influence willingness to adopt and sustain use of digital health tools among elderly AMD patients.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
Who may qualify
- Ages
- 55 to 99 years
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- Patients previously recruited with recurrent vision problems diagnosed with active Wet-AMD at the TTSH Specialist Outpatient Clinic.
Key inclusion criteria (6 listed)
- Subjects in the age group ≥ 55 to 99 years old.
- Both genders
- Able to understand verbal spoken instructions in British/American English, Chinese or Bahasa Melayu and demonstrate device functionality and implementation.
- Subjects undergoing treatment for Wet-AMD without any signs and symptoms of recurrence of active AMD (AMD recurrence: choroidal neovascularisation, intraretinal or subretinal fluid is present) with OCT lesion fluid volume more than 2mm2 or ILM height more than 300µm.
- Ability to comply with the study protocol, in the investigator's judgment.
Key exclusion criteria (9 listed)
- Unable to understand verbal spoken instructions and demonstrate device functionality and implementation.
- Unable to turn on and connect their computer to the AVIGA platform independently.
- Any ocular surgery in the previous 3 months, or vitrectomy in the previous 12 months
- Any history of macular pathology unrelated to AMD affecting vision or contributing to the presence of intraretinal or subretinal fluid in the study eye
- Any concurrent intraocular condition in the study eye that, in the opinion of the investigator, could either reduce the potential for visual improvement or require medical or surgical intervention during the study
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Assess System Usability
Time frame: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Measure and evaluate overall system usability across three checkpoints (Baseline, Mid-point, and End-point) using the System Usability Scale (SUS), a 10-item questionnaire rated on a 5-point Likert scale.
Assess System Acceptance
Time frame: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Measure and evaluate overall acceptance towards system adoption across three checkpoints (Baseline, Mid-point, and End-point) using 8 items from the Technology Acceptance Model (TAM), rated on a 5-point Likert scale.
1 secondary outcome
Track Change Over Time
Time frame: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 2 Oct 2026.
- Background: PubMed 28268575Huiying Liu, Wong D, Ai Ping Yow, Yanwu Xu, Fengshou Yin, Laude A, Tock Han Lim. Determining the difference in eyegaze measurements in individuals with age related macular degeneration. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:1348-1351. doi: 10.1109/EMBC.2016.7590957.
- Background: PubMed 29060564Huiying Liu, Yanwu Xu, Damon Wong, Ai Ping Yow, Laude A, Tock Han Lim. Detecting impaired vision caused by AMD from gaze data. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:3142-3145. doi: 10.1109/EMBC.2017.8037523.
- BackgroundLiu, H., et al., Vision assessment based on gaze. 2019, AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH [SG/SG]; 1 Fusionopolis Way, #20-10 Connexis North Tower, Singapore 138632, SG: Singapore.
- BackgroundGoldberg, J.H. and X.P. Kotval, Computer interface evaluation using eye movements: methods and constructs. International journal of industrial ergonomics, 1999. 24(6): p. 631-645.
- Background: PubMed 17891011Loewenstein A; Richard & Hinda Rosenthal Foundation. The significance of early detection of age-related macular degeneration: Richard & Hinda Rosenthal Foundation lecture, The Macula Society 29th annual meeting. Retina. 2007 Sep;27(7):873-8. doi: 10.1097/IAE.0b013e318050d2ec.
- BackgroundGoldberg, J.H. and A.M. Wichansky, Eye tracking in usability evaluation: A practitioner's guide, in the Mind's Eye. 2003, Elsevier. p. 493-516.
- Background: PubMed 10588299Age-Related Eye Disease Study Research Group. The Age-Related Eye Disease Study (AREDS): design implications. AREDS report no. 1. Control Clin Trials. 1999 Dec;20(6):573-600. doi: 10.1016/s0197-2456(99)00031-8.
- Background: PubMed 24385141Chew EY, Clemons TE, Agron E, Sperduto RD, Sangiovanni JP, Davis MD, Ferris FL 3rd; Age-Related Eye Disease Study Research Group. Ten-year follow-up of age-related macular degeneration in the age-related eye disease study: AREDS report no. 36. JAMA Ophthalmol. 2014 Mar;132(3):272-7. doi: 10.1001/jamaophthalmol.2013.6636.
- Background: PubMed 22840421AREDS2 Research Group; Chew EY, Clemons T, SanGiovanni JP, Danis R, Domalpally A, McBee W, Sperduto R, Ferris FL. The Age-Related Eye Disease Study 2 (AREDS2): study design and baseline characteristics (AREDS2 report number 1). Ophthalmology. 2012 Nov;119(11):2282-9. doi: 10.1016/j.ophtha.2012.05.027. Epub 2012 Jul 26.
- Background: PubMed 24211172AREDS2-HOME Study Research Group; Chew EY, Clemons TE, Bressler SB, Elman MJ, Danis RP, Domalpally A, Heier JS, Kim JE, Garfinkel R. Randomized trial of a home monitoring system for early detection of choroidal neovascularization home monitoring of the Eye (HOME) study. Ophthalmology. 2014 Feb;121(2):535-44. doi: 10.1016/j.ophtha.2013.10.027. Epub 2013 Nov 8.
- Background: PubMed 22173073Mathew R, Sivaprasad S. Environmental Amsler test as a monitoring tool for retreatment with ranibizumab for neovascular age-related macular degeneration. Eye (Lond). 2012 Mar;26(3):389-93. doi: 10.1038/eye.2011.326. Epub 2011 Dec 16.
- Background: PubMed 29060394Ai Ping Yow, Damon Wong, Huiying Liu, Hongyuan Zhu, Ivy Jing-Wen Ong, Laude A, Tock Han Lim. Automatic visual impairment detection system for age-related eye diseases through gaze analysis. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul;2017:2450-2453. doi: 10.1109/EMBC.2017.8037352.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
Augustinus Laude, MBChB principal investigator
Tan Tock Seng Hospital
Zheng Kuang Noel Soh, BSc study director
Tan Tock Seng Hospital
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Age-Related Macular Degeneration and Wet Age-related Macular Degeneration, run by Tan Tock Seng Hospital at 1 site in Singapore.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 6 inclusion and 9 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: enrolling by invitation, as of the sponsor's last update on 2 Oct 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in Singapore. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Assess System Usability (time frame: Baseline, Mid-point (6 months from baseline ±3 months), End-point (12 months from baseline ±3 months)). The study lists 2 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT07338513, which also lists 16 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 2 Oct 2026.