Evidence map›Paper›PMID 41995593›Full record

ArticleJournal of Parkinson's disease2026

Transformation of Parkinson's care through SMART-PD (Self-Management, Remote monitoring and Timely review for Parkinson's Disease): Care pathway mapping with clinical experts.

Nicola Howe, Chikomborero C Mutepfa, Sara Pretorius, Jana Suklan, Abdullahi Ali, Aisling Ponzo, Phakapan Walker, Camille Carroll

Abstract read
In one paragraph

Article in Journal of Parkinson's disease, 2026. 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.

Nicola HoweNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.ORCID 0000-0001-9446-8314
Chikomborero C MutepfaNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.ORCID 0000-0002-1308-0594
Sara PretoriusNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.ORCID 0000-0001-8277-711X
Jana SuklanNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.
Abdullahi AliNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.
Aisling PonzoNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.
Phakapan WalkerNIHR Newcastle HealthTech Research Centre in Diagnostic and Technology Evaluation, Newcastle upon Tyne NE2 4HH, Newcastle upon Tyne, UK.
Camille CarrollClinical Ageing Research Unit, Campus for Ageing and Vitality, Newcastle upon Tyne, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose of researchSMaRT-PD is a clinical decision support system (CDSS) for the home-based management and care of Parkinson's disease. It utilises remote monitoring and artificial intelligence to generate patient and clinician-facing outputs with self-management guidance, care recommendations and triggered follow-up appointments when needed. This study aimed to identify current care pathways for people with Parkinson's (PwP) and elicit healthcare professionals' perspectives on how the introduction of SMaRT-PD would affect current care.MethodsTwelve semi-structured interviews with health care professionals working in the management and care of people with Parkinson's in NHS secondary or tertiary settings informed care pathway analysis and thematic analysis.ResultsParticipants described a care pathway which largely aligned with guidelines. Limitations of the existing care pathway included lengthy time to diagnosis, inconsistent care, staff shortages and challenges of appointment length and frequency. Participants outlined the potential advantages of introducing a home-based pathway including patient empowerment and education, earlier identification of patients who require an in-person review, and efficient use of clinic time. Perceived challenges to implementation of a home-based pathway were clinical and administrative. One concern was that patients and staff would miss regular face-to-face contact. A key evidence requirement for the adoption of SMaRT-PD was identified as demonstrable patient, carer and staff satisfaction.ConclusionsParticipants were generally supportive of introducing a home-based pathway for people with Parkinson's, suggesting that SMaRT-PD could provide an opportunity to direct limited resources to where they are most needed.

Indexed as

Attitude of Health PersonnelCritical PathwaysDecision Support Systems, ClinicalHome Care ServicesParkinson DiseaseSelf-ManagementDigital HealthHumansRemote Patient Monitoringcare pathwayshome-based careinterviewsParkinson's diseaseremote-sensing technologyself-managementwearable technology

Identifiers

PMID41995593
PMCPMC13435198

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LicenceCC BY
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Registered trials

None linked

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.