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Fig 1.

Analytical framework.

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Fig 1 Expand

Fig 2.

Research procedures.

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Fig 3.

Data collection design.

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Table 1.

Characteristics of the participants; n = 1,474.

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Table 1 Expand

Table 2.

Personal characteristics for the within-group level model.

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Table 2 Expand

Table 3.

Sample statistics; N = 1,474.

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Table 3 Expand

Table 4.

Road safety policy results of EFA; KMO = 0.864.

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Table 4 Expand

Table 5.

Risky behavior results of EFA; KMO = 0.906.

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Table 5 Expand

Table 6.

Discriminnt validity, composite reliability (CR), and average variance extracted (AVE).

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Table 6 Expand

Fig 4.

Risky behaviours modified model results.

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Fig 4 Expand

Table 7.

Model results for risky behaviors (unsafe actions).

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Table 7 Expand