Real-time Information and Behavioural Nudges to Trigger Modal Shift: A Field-Scale Randomized Evaluation

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Authors: Dr.Clara D Shanthi, G Viplav Kumar Reddy, Diya Sunil, Glenn Thomas, Yash M, Ashwin Manoj Kumar, Yashwanth K
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Abstract

Urban congestion in India’s Tier-2 cities is driven by a psychological preference for private motorized transport despite expanding transit infrastructure. This paper proposes a novel "Carbon Yield" nudge—integrating individual travel behavior with India’s 2026 Carbon Credit Trading Scheme (CCTS)—to bridge the gap between national climate policy and personal mobility. We design a field-scale randomized controlled trial (RCT) involving 12,000 commuters in Indore, Madhya Pradesh. The study evaluates the incremental impact of Real-Time Information (RTI) and behavioral nudges on modal shift. We specify a technical data schema for smartphone-based mode detection and a robust statistical plan using Intention-to-Treat (ITT) and Instrumental Variable (IV) estimators. Synthetic results project a 4.5% increase in transit share, yielding a Benefit-Cost Ratio of 4.33.

Fields of Study & Subjects

Transportation Planning and Optimization Transportation and Mobility Innovations Energy Environment and Transportation Policies

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
26 February 2026
Language
EN