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Fig 1.

Psychosocial factors influencing shared bicycle travel choices: an application of theory planned behavior.

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Table 1.

Factors and corresponding measures.

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Table 2.

Descriptive statistics of respondent characteristics.

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Table 3.

Usage of shared bicycles.

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Table 4.

Descriptive statistics and inter-construct correlations.

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Table 5.

Cross loadings.

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Fig 2.

Results of structural model analysis.

Pathways to shared bicycle use behavior through perceived behavioral control, subjective norm, behavior attitude, shared bicycle use intention, and habit.

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Table 6.

Moderating effects of gender.

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Table 7.

Moderating effects of age.

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Table 8.

Moderating effects of distance.

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