OOIR: Observatory of International Research

Papers

(The TQCC of Journal of Choice Modelling is 5. 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 2020-04-01 to 2024-04-01.)

Article	Citations
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	51
A systematic review of machine learning classification methodologies for modelling passenger mode choice	45
Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods	40
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	39
The landscape of econometric discrete choice modelling research	29
Choice modelling in the age of machine learning - Discussion paper	28
Multitask learning deep neural networks to combine revealed and stated preference data	19
Consumer ‘app-etite’ for workers' rights in the Australian ‘gig’ economy	18
Computationally efficient forecasting procedures for Kuhn-Tucker consumer demand model systems: Application to residential energy consumption analysis	17
Individual-specific posterior distributions from Mixed Logit models: Properties, limitations and diagnostic checks	16
mixl: An open-source R package for estimating complex choice models on large datasets	16
Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity	14
Mapping potentials and challenges of choice modelling for social science research	14
On the use of virtual immersive reality for discrete choice experiments to modelling pedestrian behaviour	13
Quantum utility and random utility model for path choice modelling: Specification and aggregate calibration from traffic counts	12
Using eye-tracking as an aid to design on-screen choice experiments	11
What works better for preference elicitation among older people? Cognitive burden of discrete choice experiment and case 2 best-worst scaling in an online setting	11
xlogit: An open-source Python package for GPU-accelerated estimation of Mixed Logit models	11
Predicting strategic medical choices: An application of a quantal response equilibrium choice model	10
Assisted specification of discrete choice models	9
Product availability in discrete choice experiments with private goods	9
Quantum choice models: A flexible new approach for understanding moral decision-making	9
Anchoring on visual cues in a stated preference survey: The case of siting offshore wind power projects	8
Capturing the effect of multiple social influence sources on the adoption of new transport technologies and services	8
Can incentive-compatibility reduce hypothetical bias in smokers’ experimental choice behavior? A randomized discrete choice experiment	8

bwsTools: An R package for case 1 best-worst scaling	8
The value of leisure time of weekends and long holidays: The multiple discrete–continuous extreme value (MDCEV) choice model with triple constraints	8
A hierarchical agent-based approach to simulate a dynamic decision-making process of evacuees using reinforcement learning	8
Capturing trade-offs between daily scheduling choices	7
R packages and tutorial for case 1 best–worst scaling	7
Disentangling the effects of unobserved factors on seatbelt use choices in multi-occupant vehicles	7
Latent class choice model with a flexible class membership component: A mixture model approach	7
Weibit choice models: Properties, mode choice application and graphical illustrations	6
Case 2 best-worst scaling: For good or for bad but not for both	6
Distortions in willingness-to-pay for public goods induced by endemic distrust in institutions	6
A day in the life with an automated vehicle: Empirical analysis of data from an interactive stated activity-travel survey	5
Extensive hypothesis testing for estimation of mixed-Logit models	5
Can local communities afford full control over wildlife conservation? The case of Zimbabwe	5
Volumetric choice experiments (VCEs)	5
A Dirichlet process mixture model of discrete choice: Comparisons and a case study on preferences for shared automated vehicles	5
Activity participation, episode duration and stop-making behavior of pilgrims in a religious event: An exploratory analysis	5