Latent Attitudinal Factors Sample Clauses

Latent Attitudinal Factors. The major focus of this section is to investigate the impacts of attitudes on mode choice. As stated previously, the survey included four sets of questions that potentially measure different aspects of individuals’ mobility attitudes. This large number of attitude-related variables makes it challenging to incorporate them into behavior models, especially when the variables are correlated. To address these issues, factor analysis, which converts a set of observed correlated variables into a group of linearly uncorrelated variables called factors or factor analysis was conducted to extract latent attitude factors based on individuals’ responses to the survey questions. Table 22 shows the factor analysis results. In total, 18 latent factors were identified that represent individuals’ mobility attitudes.
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Related to Latent Attitudinal Factors

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