The perfect pair: Combining on-demand transport with buses boosts physical activity

Quasi-experimental study finds multimodal travel increases daily walking

Synergistic Effects of DRT and Bus Travel: Combining Demand-Responsive Transport with buses significantly increases daily walking steps compared to DRT alone.

Suburban areas often struggle with a first- and last-mile mobility problem, where residents have difficulty reaching the nearest public transport hub from their homes. Demand-responsive transport (DRT) has emerged as a flexible solution, yet the potential health benefits of combining DRT with existing public transport networks have yet to be assessed.

In this study, Associate Professor Haruka Kato at Osaka Metropolitan University, examined whether multimodal travel, specifically combining DRT with fixed-route buses or railways, has a synergistic effect on residents’ daily walking. This research project was carried out as part of the smart city project in Senboku New Town, Osaka. Using step count and travel-related data from the HealthSmart-Senboku smartphone application, the researcher applied a quasi-experimental approach to evaluate changes in physical activity associated with different travel patterns.

The results revealed an average increase of 1,730 steps per day and the largest gains occurred when DRT was combined with fixed-route buses. Notably, the study also shed light on why the effect occurred. Few participants cited “improving health” as a reason for using multiple modes of transport. Instead, bus use increased significantly during the DRT operation period, which suggests that once DRT reduced the access barrier, residents took buses more often and accumulated more walking through routine movements such as traveling to pick-up points and transfers.

“These findings suggest that a bus–DRT combination could promote physical activity by increasing the frequency of public transport journeys, regardless of whether people intend to be healthier,” said Dr. Kato. “For bus operators and local governments, this highlights a practical co-benefit, cross-sector coordination that could produce measurable public-health gains alongside improved mobility.”

The findings were published in Transportation Research Interdisciplinary Perspectives

Declaration of competing interest 
The author declares the following financial interests/personal relationships which may be considered as potential competing interests: Haruka Kato reports financial support was provided by Hitachi Global Foundation and Osaka Metropolitan University. If there are other authors, they declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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Published: 10 Apr 2026

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Rina Matsuki

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Journal: Transportation Research Interdisciplinary Perspectives
Title: Synergistic association between multimodal transport and demand-responsive transportation on daily walking steps: Quasi-experimental study in Senboku New-Town
DOI: 10.1016/j.trip.2026.101862
Authors: Haruka Kato
Publication date: 19 January 2026
URL: https://doi.org/10.1016/j.trip.2026.101862

Funding information:

This work was supported by the Japan Society for the Promotion of Science (grant number 24K17421), the Hitachi Global Foundation (grant number 1622), and the 2025 Osaka Metropolitan University Strategic Research Promotion Project (OMU-SRPP2025_YR05). The opinions, findings, conclusions, or recommendations expressed in this manuscript are those of the author.