OOIR: Observatory of International Research

Papers

(The H4-Index of Journal of Choice Modelling is 15. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
A systematic review of machine learning classification methodologies for modelling passenger mode choice	58
The overreliance on statistical goodness-of-fit and under-reliance on model validation in discrete choice models: A review of validation practices in the transportation academic literature	58
Choice modelling in the age of machine learning - Discussion paper	53
Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods	52
Hypothetical bias in stated choice experiments: Part I. Macro-scale analysis of literature and integrative synthesis of empirical evidence from applied economics, experimental psychology and neuroimag	50
The landscape of econometric discrete choice modelling research	38
Multitask learning deep neural networks to combine revealed and stated preference data	21
Computationally efficient forecasting procedures for Kuhn-Tucker consumer demand model systems: Application to residential energy consumption analysis	20
Consumer ‘app-etite’ for workers' rights in the Australian ‘gig’ economy	19
mixl: An open-source R package for estimating complex choice models on large datasets	19
Mapping potentials and challenges of choice modelling for social science research	17
Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity	16
On the use of virtual immersive reality for discrete choice experiments to modelling pedestrian behaviour	16
Capturing the effect of multiple social influence sources on the adoption of new transport technologies and services	15
xlogit: An open-source Python package for GPU-accelerated estimation of Mixed Logit models	15