Doktorarbeit / Dissertation, 2022
325 Seiten, Note: Summa cum laude
The main objective of this PhD dissertation is to investigate to what extent statements made by respondents about a hypothetical situation correspond to their actual behavior. The research focuses on the transport behavior of Polish citizens, specifically examining the influence of economic, social, and psychological factors on their mode choice decisions. The dissertation aims to contribute to the understanding of how these factors impact sustainable transportation planning.
The first chapter delves into the challenges of modern mobility, focusing on the consequences of car-based systems, such as climate change, noise pollution, and traffic accidents. It also explores the evolution of the concept of sustainability and outlines different approaches to achieving sustainable mobility. The chapter highlights the importance of considering a multi-disciplinary approach, encompassing technology, public transportation, land-use planning, and behavior change.
Chapter two examines the theories behind decision-making, contrasting rational choice theory with behavioral economics. The chapter delves into various utility theories and discusses the role of cognitive biases, emotions, and habits in shaping decisions. It presents several models, including the Theory of Planned Behavior (TPB) and the Engel-Blackwell-Miniard (EBM) model, which provide frameworks for understanding how individual and environmental factors influence consumer behavior.
Chapter three explores the methodology employed in the dissertation, focusing on the use of conjoint analysis. The chapter discusses different variants of conjoint analysis, including Traditional Conjoint Analysis (TCA), Choice-Based Conjoint Analysis (CBCA), Adaptive Conjoint Analysis (ACA), and Hybrid Conjoint Analysis. It also outlines different modeling strategies and estimation techniques, such as Logit models and Structural Equation Modeling (SEM), and explains the rationale for choosing PLS-SEM for data analysis.
Chapter four presents the results of the study, analyzing socio-demographic data, travel aspects, experienced feelings, and personality traits of the respondents. The chapter uses statistical methods, including ANOVA, chi-square tests, and factor analysis, to explore the relationships between different variables. It also presents the path diagram and path estimates of the PLS-SEM model, highlighting the significant relationships identified between various factors and mode choice behavior.
The core concepts and keywords of this PhD dissertation are: transport behavior, sustainable mobility, conjoint analysis, EBM model, psychological factors, emotions, habits, personality, transport policy instruments, employer incentives, and well-being.
The study investigates how economic, social, and psychological factors influence the transportation mode choices of Polish citizens, specifically comparing hypothetical statements to actual behavior.
Conjoint analysis is a statistical technique used to determine how people value different attributes of a transport mode (like cost, time, and comfort) by asking them to choose between various hypothetical scenarios.
The results show that mental state, experienced feelings while traveling, habits, and personality traits are important factors in sustainable transportation planning.
Transport policy instruments and employer incentives are identified as significant influences on current travel behavior and the acceptance of innovative mobility concepts like car-sharing.
The EBM model is a consumer behavior framework used in this thesis to analyze stages like environmental influences, individual differences, and the evaluation of alternatives in the decision-making process.
A web-based survey was conducted in Poland between December 2021 and March 2022, with a total of 918 participants.
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