Evidence map›Paper›PMID 41313197›Full record

ArticleJournal of medical Internet research2025

The Potential for Smart Glasses to Transform Facial Palsy Therapy Globally: UK Budget Analysis, Delphi Outcomes Valuation Exercise, and Economic Modeling of Cost-Effectiveness.

Amir J Khan, Hema Mistry, Catriona Neville, Helen Martin, Nikki Holliday, Samuel W Oxford, Charles Nduka, Ala Szczepura

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Amir J KhanDepartment of Economics, Institute of Business Administration, University of Karachi, Karachi, Pakistan.ORCID http://orcid.org/0000-0003-3340-3036
Hema MistryWarwick Clinical Trials Unit and Centre for Health Economics, Warwick Medical School, University of Warwick, Coventry, United Kingdom.ORCID http://orcid.org/0000-0002-5023-1160
Catriona NevilleFacial Palsy Team, Queen Victoria Hospital NHS Foundation Trust, East Grinstead, West Sussex, United Kingdom.ORCID http://orcid.org/0000-0003-3969-5324
Helen MartinFacial Palsy Service, Mersey and West Lancashire Teaching Hospitals NHS Trust, Liverpool, United Kingdom.ORCID http://orcid.org/0000-0001-5883-3556
Nikki HollidayCentre for Healthcare and Communities, Research Methods Evaluation Unit, Coventry University, Richard Crossman Building, Priory St, Coventry, CV1 5FB, United Kingdom, 44 07557425463.ORCID http://orcid.org/0000-0001-7837-3817
Samuel W OxfordResearch Centre for Physical Activity, Sport and Exercise Sciences, Coventry University, Coventry, United Kingdom.ORCID http://orcid.org/0000-0003-2085-8277
Charles NdukaQueen Victoria Hospital NHS Foundation Trust, East Grinstead, West Sussex, United Kingdom.ORCID http://orcid.org/0000-0003-1315-0502
Ala SzczepuraCentre for Healthcare and Communities, Research Methods Evaluation Unit, Coventry University, Richard Crossman Building, Priory St, Coventry, CV1 5FB, United Kingdom, 44 07557425463.ORCID http://orcid.org/0000-0001-6244-9872

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Facial palsy is the most common single nerve disorder worldwide. Incidence rates are rising globally, with incomplete recovery producing long-term reductions in quality of life for one in three cases. Facial neuromuscular retraining (fNMR) to restore balanced facial function is the most widely evaluated effective nondrug therapy. There are currently no estimates of the likely economic impact of introducing telerehabilitation into the fNMR therapy pathway. Objective: This study aims to undertake an analysis of the economic burden associated with facial palsy in the United Kingdom and model the cost-effectiveness of telerehabilitation (tracking sensors in smart glasses) in the fNMR therapy pathway. Methods: The national burden associated with facial palsy was estimated including all treatment costs and economic consequences of unresolved cases. Estimates were based on annual incidence, clinical treatment patterns, recovery profiles, and impact on health-related quality of life. The monetary value placed on different levels of clinical recovery (House-Brackmann [HB] grade) was identified via a national Delphi exercise. An economic model was developed to estimate the costs and benefits of telerehabilitation from a health care perspective and to calculate incremental cost-effectiveness. Results: Direct health care costs of facial palsy treatment for all patients diagnosed each year in the United Kingdom are estimated to be £86.3 million (2020 and 2021 prices; a currency exchange rate of £1.36=US $1 is applicable). Long-term morbidity costs associated with these annual cases total £351 million to £584 million. The inclusion of societal costs, such as changes in employment, will increase this figure to over £1.27 billion. Clinical recovery from HB grades 5 and 6 is valued at >£19,400, and at £8600 for HB grades 3 and 4. Economic modeling predicts that telerehabilitation will reduce health care costs and improve outcomes, with conservative estimates indicating £468 savings per patient and a health gain of 0.14 in HB grade. If smart glasses were added to fNMR therapy for patients with incomplete recovery, this is predicted to save national health care costs of up to £3.08 million per annual cohort. The associated HB grade recovery is valued at up to £17.8 million. The inclusion of factors related to the wider societal impact (eg, on employment) will increase cost savings significantly. Conclusions: The introduction of telerehabilitation to support self-management as part of facial palsy therapy is predicted to reduce costs and improve patient outcomes, and will not require substantial early investment. Further trials with integral economic evaluations are now needed to establish cost-effectiveness in real-world settings of digitally supported fNMR early in recovery and in chronic cases.

Indexed as

Cost-Benefit AnalysisEyeglassesFacial ParalysisModels, EconomicBudgetsDelphi TechniqueHumansQuality of LifeSmart GlassesTelerehabilitationUnited KingdomBell palsybiosensorscost-effectivenessdigital rehabilitationeconomic analysiseconomic burdenfacial nervefacial nerve paralysisneuromuscularneuromuscular retrainingparalysispatient self-managementquality of lifetelerehabilitationvaluing outcome measures

Identifiers

PMID41313197
PMCPMC12661599

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.