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Fig 1.

Dimensions of the Grid-Group Cultural Theory.

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Table 1.

Questionnaire items for Section B.

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Table 2.

In-vehicle flash flood app features.

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Table 2 Expand

Table 3.

Exploratory factor analysis results.

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Fig 2.

Respondents by age group.

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Fig 3.

Respondents incline towards in-vehicle flash flood application.

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Fig 4.

Features perceived as useful by respondents.

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Table 4.

Feature importance and relations to Grid-Group Theory’s cultural bias.

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Table 5.

Feature recommendations for in-vehicle flash flood app based on Grid-Group Cultural Theory.

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