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Oliver Wyman has compiled a benchmark of the best urban mobility systems across the world, with Dubai, Abu Dhabi and Doha all placing in the top 40 cities. Regulation, infrastructure, social impact and future readiness for tech are among the metrics used for evaluation.
The research was conducted in collaboration with the Institute of Transportation Studies at the University of California, Berkeley. The resultant top ten was dominated by Asian and European cities, while the Middle East made its first appearance in 24th with Dubai. Abu Dhabi followed as number 32, while Doha was two spots behind at number 34.

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