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Fig 1.

Civil car ownership and PCDI in Beijing, Shanghai, and Wuhan from 2015 to 2018.

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Table 1.

Launch dates of bike-sharing services in Beijing, Shanghai, and Wuhan from 2016 to 2018.

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Table 1 Expand

Table 2.

Description of variables.

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Table 2 Expand

Fig 2.

Second-order polynomial fit, where the 25 days before and after the entry of bike-sharing services are set as the bandwidth.

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Fig 2 Expand

Fig 3.

Third-order polynomial fit, where the 25 days before and after the entry of bike-sharing services are set as the bandwidth.

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Table 3.

Effect of bike-sharing on CDI.

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Table 4.

Bandwidth sensitivity test.

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Table 5.

Holiday effect.

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Table 6.

Travel restrictions, extreme weather, and weekend effects.

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Fig 4.

Trends of traffic restrictions for 25 days before and after the launch of new bike-sharing services.

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Fig 5.

Trends of extreme weather for 25 days before and after the launch of new bike-sharing services.

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Fig 6.

Trends of DNvalue for 25 days before and after the launch of new bike-sharing services.

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Fig 7.

Trends of length of subway and bus lines in operation for 25 days before and after the launch of new bike-sharing services.

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Fig 8.

Trends of population density for 25 days before and after the launch of new bike-sharing services.

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Table 7.

Extreme value test.

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Table 8.

Time heterogeneity test.

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Table 9.

Heterogeneity test.

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Table 10.

Further heterogeneity tests.

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Table 11.

Mechanism analysis.

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