Investigation of the Role of Attitudinal Factors on the Adoption of Emerging Automated Vehicle and Vehicle Safety Technologies
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2018-08-01
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Edition:Final Report (2017 – 2018)
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Abstract:This research project addresses a series of issues relating to autonomous vehicle adoption, the potential impact of temporal instability (with an application to vehicle safety), and the role of social learning processes as they relate to future travel behavior. The report of research results begins with a study of the effect shared autonomous vehicles and their potential impacts on household vehicle ownership (Chapter 2). Focus is directed toward the potential impact that fleets of shared autonomous vehicles might have on household vehicle ownership. Chapter 3 provides a market-segmentation approach consumers’ perceptions towards automated vehicles and their intended adoption. Chapter 4 provides a study of consumer use likelihoods and concerns with shared automated vehicles. Chapter 5 presents an extensive discussion of issues related to the potential temporal instability in statistical models with an application to the analysis of highway accident data. Chapter 6 provides a discrete choice modeling framework to differentiate opinion neutral and unsure responses in surveys with Likert scale attitudinal questions. Lastly, the project report concludes with Chapter 7 that looks at issues relating to the transferability of integrated choice and latent variable models.
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