[HTML][HTML] Finite mixture (or latent class) modeling in transportation: Trends, usage, potential, and future directions

SH Kim, PL Mokhtarian - Transportation Research Part B: Methodological, 2023 - Elsevier
Accounting for some types of heterogeneity has been an important pathway to improving our
models in the transportation domain, specifically in travel behavior research. This study …

Proactive route choice with real-time information: Learning and effects of network complexity and cognitive load

SB Ayaz, H Tian, S Gao, DL Fisher - Transportation Research Part C …, 2023 - Elsevier
Proactive route choice refers to a driver's taking into account future diversion possibilities
enabled by real-time information in a network with random travel times. Route choice …

[HTML][HTML] Towards machine learning for moral choice analysis in health economics: A literature review and research agenda

NVR Smeele, CG Chorus, MHN Schermer… - Social science & …, 2023 - Elsevier
Abstract Background Discrete choice models (DCMs) for moral choice analysis will likely
lead to erroneous model outcomes and misguided policy recommendations, as only some …

[HTML][HTML] Investigating consumer preferences for sustainable packaging through a different behavioural approach: a random regret minimization application

G Piracci, F Boncinelli, L Casini - Environmental and Resource Economics, 2023 - Springer
Plastic pollution causing the near-permanent contamination of the environment is a
preeminent concern. The largest market sector for plastic resins is packaging, and the food …

Driven by utility or regret? Investigating the influence of decision-rule heterogeneity on public preferences for desertification control policies

Y Zeng, B Mao, Y Zhang, Y Tang - Journal of Cleaner Production, 2023 - Elsevier
In the matter of investigating public preferences and stated value for desertification control
policies, the choice experiment (CE) could provide valuable insights. However, traditional …

Influence of survey engagement and multiple-choice heuristics in the estimation of the value of a statistical life

JJ Soto, LI Rizzi, J de Dios Ortúzar - Accident Analysis & Prevention, 2023 - Elsevier
Estimating the value of non-market goods, such as reductions in mortality risks due to traffic
accidents or air pollution, is typically done using stated choice (SC) data. However, issues …

How far is it from your home? Strategic policy and management to overcome barriers of introducing fuel-cell power generation facilities

K Kim, S Moon, J Kim - Energy Policy, 2023 - Elsevier
The Korean government introduced the Hydrogen Portfolio Standard for expanding
hydrogen fuel-cell power plants to complement the intermittency and volatility of solar …

Impact of risk perception on intrapersonal heterogeneity in decision-making processes by air pollution context: A latent variable and latent class regret-utility approach

Y Long, D Zheng, Y Wei, Z Cai, Y Ye, B Mao… - Journal of Cleaner …, 2023 - Elsevier
Public preferences and needs are crucial for the effective implementation of air pollution
treatment policies. Homogeneous decision-making processes assumption is limited in …

Maximizing Utility or Avoiding Losses? Uncovering Decision Rule-Heterogeneity in Sociological Research with an Application to Neighbourhood Choice

U Liebe, S van Cranenburgh… - Sociological Methods & …, 2023 - journals.sagepub.com
Empirical studies on individual behaviour often, implicitly or explicitly, assume a single type
of decision rule. Other studies do not specify behavioural assumptions at all. We advance …

Understanding the role of household modality style on first and last mile travel mode choice and public transit station choice

Y Lu, CG Prato, N Sipe, J Corcoran - Travel behaviour and society, 2023 - Elsevier
From a public transit perspective, the first and last mile (FLM) problem emerges from a lack
of adequate connectivity between stations and trip origins and destinations. The empirical …