Evidence map›Paper›PMID 40638834›Full record

ArticleJMIR serious games2025

A Resource-Efficient, High-Dose, Gamified Neurorehabilitation Program for Chronic Stroke at Home: Retrospective Real-World Analysis.

Spencer A Arbuckle, Anna Sophie Knill, Michelle H Chan-Cortés, Gabriela Rozanski, Anastasia Elena Ford, Louis T Derungs, John W Krakauer, Naveed Ejaz, David Putrino, Jenna Tosto-Mancuso and 1 more

Abstract read
In one paragraph

Article in JMIR serious games, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Review
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

11 authors.

Spencer A Arbuckle *MindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0000-0002-5855-6808
Anna Sophie Knill *Rehabilitation Engineering Laboratory, ETH Zurich, Gloriastrasse 39, GLC, Zurich, 8092, Switzerland, +41413996700.ORCID http://orcid.org/0009-0002-8365-1740
Michelle H Chan-CortésMindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0000-0003-1883-9317
Gabriela RozanskiAbilities Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, United States.ORCID http://orcid.org/0000-0002-9538-2456
Anastasia Elena FordMindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0009-0007-9733-7353
Louis T DerungsMindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0009-0008-2286-5677
John W KrakauerMindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0000-0002-4316-1846
Naveed EjazMindMaze, Lausanne, Switzerland.ORCID http://orcid.org/0000-0001-8370-4588
David PutrinoAbilities Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, United States.ORCID http://orcid.org/0000-0002-2232-3324
Jenna Tosto-Mancuso *Abilities Research Center, Icahn School of Medicine at Mount Sinai, New York, NY, United States.ORCID http://orcid.org/0000-0002-4664-0594
Meret Branscheidt *Lake Lucerne Institute, Vitznau, Switzerland.ORCID http://orcid.org/0000-0002-4008-6916

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Accumulating evidence and medical guidelines recommend high-dose neurorehabilitation for recovery after stroke. The reality, however, is that most patients receive a fraction of this dose, with therapist availability and costs of delivery being major implementational barriers. Objective: This study aimed to explore a potential solution by conducting a retrospective analysis of a real-world enhanced clinical service that used gamified self-training technologies at home under remote therapist supervision. Methods: Data from 17 patients who completed a 12-18 week full-body, high-dose neurorehabilitation program entirely at home were analyzed. Program delivery relied primarily on patients training independently (asynchronously) with the MindMotion GO (MindMaze) gamified-therapy solution. Accompanying telerehabilitation training sessions with a therapist occurred weekly while therapists used a web application to continuously monitor and manage the program remotely. Effectiveness of the program was assessed through measured active training time, a measure that more closely reflects delivered dosage as opposed to scheduled dose. Patient recovery was evaluated with standardized impairment and functional clinical measures and patient self-reported outcome measures. Finally, a cost model was computed to evaluate the resource efficiency of the program. Results: Patients maintained high training adherence throughout the program and reached an average total active training time of 39.7 (SD 21.4) hours, with the majority delivered asynchronously (mean 82.2%, SD 10.8%). Patients improved in both upper-limb (Fugl-Meyer Upper Extremity, mean 6.4, SD 5.1; P<.001) and gait and balance measures (Functional Gait Assessment, mean 3.1, SD 2.6; P<.001; Berg Balance Scale, mean 6.1, SD 4.4; P<.001). Overall, the program was viewed very favorably among patients who completed a post-program survey, with 73.7% (14/19) of respondents being satisfied or very satisfied, while 63.2% (12/19) of respondents reported subjective improvements in physical abilities. Per-patient therapist costs approximated US $338, representing a resource-efficient alternative to delivering the same dose via one-on-one in-person training sessions (US $1903). Conclusions: This work demonstrates effective high-dose neurorehabilitation delivery via gamified therapy technologies at home. The approach shows that training time can be successfully decoupled from therapist-presence without compromising adherence, outcomes, or patient satisfaction over an extended program period. Given growing concerns over therapist availability and increasing health care costs, this resource-efficient approach can help achieve medical guidelines and complement existing clinic-based approaches.

Indexed as

asynchronous trainingchronic strokegamified technologieshigh-dose therapyhome-based therapyneurorehabilitationreal-world evidencetelerehabilitation

Identifiers

PMID40638834
PMCPMC12270188

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.