Safety of Early Rehabilitation Dose After Stroke on Composite Outcomes: Analysis of Nationwide Japanese Medical Claims Data

INTRODUCTION: Early rehabilitation guidelines lack a consensus on the optimal early rehabilitation regimen; hence, the impact of rehabilitation timing and dose on stroke recovery outcomes remains unclear. Using Japanese medical claims data within a target trial emulation framework, this study evaluated the safety of early in-hospital rehabilitation after stroke. PATIENTS AND METHODS: This study analyzed patients aged ≥ 18 years who were admitted to an acute hospital for acute stroke and received in-hospital rehabilitation within 2 days after admission, using the Japan Diagnosis Procedure Combination database (2018-2022). Rehabilitation exposures were defined as 6 predefined regimens (20-60 min/day initiated on days 1 or 2) and continued up to day 14. The outcome was the cumulative incidence of composite adverse events within 15 days after admission. A sequential, doubly robust estimator with a longitudinal modified treatment policy was applied, accounting for time-varying exposures and reducing potential time-related biases. RESULTS: Using a target trial emulation framework with doubly robust estimation, the incidence under the reference regimen was 11.2% (95% CI: 9.75%-12.60%). The highest incidence was 26.20% (95% CI: 24.30%-28.20%), corresponding to a risk ratio (RR) of 2.35 (95% CI: 2.03-2.72) compared with the reference. In contrast, several higher-intensity regimens were associated with lower incidences, with the lowest incidence of .49% (95% CI: .28%-.71%), yielding an RR of .04 (95% CI: .03-.07) versus the reference. However, intermediate-dose regimens showed variable associations across scenarios. DISCUSSION AND CONCLUSION: In this emulated trial, higher early rehabilitation doses were generally associated with a lower incidence of in-hospital adverse events. Regimens involving 60 min/day, particularly when initiated on day 1, showed the lowest estimated risk. However, the associations were not strictly linear, as intermediate-dose regimens demonstrated variable results across analyses. These findings suggest a potential benefit of adequately dosed early rehabilitation when clinically appropriate, while highlighting the importance of careful patient selection and monitoring.

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Journal
Neurorehabilitation and neural repair
Published
2026-07-27
DOI
https://doi.org/10.1177/15459683261469074
Primary Topic
Acute Ischemic Stroke Management
Type
article
Field-Weighted Citation Impact
0.00

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article

Safety of Early Rehabilitation Dose After Stroke on Composite Outcomes: Analysis of Nationwide Japanese Medical Claims Data

Takaaki Ikeda, Daisuke Nishida, Upul Cooray, Takuaki Tani et al.
Neurorehabilitation and neural repair
Acute Ischemic Stroke Management
article

Safety of Early Rehabilitation Dose After Stroke on Composite Outcomes: Analysis of Nationwide Japanese Medical Claims Data

Takaaki Ikeda, Daisuke Nishida, Upul Cooray, Takuaki Tani, Kiyohide Fushimi
article en

Abstract

INTRODUCTION: Early rehabilitation guidelines lack a consensus on the optimal early rehabilitation regimen; hence, the impact of rehabilitation timing and dose on stroke recovery outcomes remains unclear. Using Japanese medical claims data within a target trial emulation framework, this study evaluated the safety of early in-hospital rehabilitation after stroke. PATIENTS AND METHODS: This study analyzed patients aged ≥ 18 years who were admitted to an acute hospital for acute stroke and received in-hospital rehabilitation within 2 days after admission, using the Japan Diagnosis Procedure Combination database (2018-2022). Rehabilitation exposures were defined as 6 predefined regimens (20-60 min/day initiated on days 1 or 2) and continued up to day 14. The outcome was the cumulative incidence of composite adverse events within 15 days after admission. A sequential, doubly robust estimator with a longitudinal modified treatment policy was applied, accounting for time-varying exposures and reducing potential time-related biases. RESULTS: Using a target trial emulation framework with doubly robust estimation, the incidence under the reference regimen was 11.2% (95% CI: 9.75%-12.60%). The highest incidence was 26.20% (95% CI: 24.30%-28.20%), corresponding to a risk ratio (RR) of 2.35 (95% CI: 2.03-2.72) compared with the reference. In contrast, several higher-intensity regimens were associated with lower incidences, with the lowest incidence of .49% (95% CI: .28%-.71%), yielding an RR of .04 (95% CI: .03-.07) versus the reference. However, intermediate-dose regimens showed variable associations across scenarios. DISCUSSION AND CONCLUSION: In this emulated trial, higher early rehabilitation doses were generally associated with a lower incidence of in-hospital adverse events. Regimens involving 60 min/day, particularly when initiated on day 1, showed the lowest estimated risk. However, the associations were not strictly linear, as intermediate-dose regimens demonstrated variable results across analyses. These findings suggest a potential benefit of adequately dosed early rehabilitation when clinically appropriate, while highlighting the importance of careful patient selection and monitoring.

Neurorehabilitation and neural repair
Yamagata University (JP), SHOWA Medical University (JP), Tokyo Medical and Dental University (JP), The University of Sydney (AU), Tokai University (JP), Charles Sturt University (AU), Tohoku University (JP), UNSW Sydney (AU), The Japanese Society of Gastroenterological Surgery (JP), Showa Pharmaceutical University (JP), Yamagata Prefectural University of Health Sciences (JP)
Japan Society for the Promotion of Science
Good health and well-being
Openalex Percentile: Top 100%
Acute Ischemic Stroke Management
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