OOIR: Observatory of International Research

Papers

(The median citation count of Journal of Choice Modelling is 1. 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 2020-03-01 to 2024-03-01.)

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	50
A systematic review of machine learning classification methodologies for modelling passenger mode choice	44
Hypothetical bias in stated choice experiments: Part II. Conceptualisation of external validity, sources and explanations of bias and effectiveness of mitigation methods	38
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	38
An assessment of the ecological validity of immersive videos in stated preference surveys	32
The landscape of econometric discrete choice modelling research	28
Choice modelling in the age of machine learning - Discussion paper	27
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	16
mixl: An open-source R package for estimating complex choice models on large datasets	16
Individual-specific posterior distributions from Mixed Logit models: Properties, limitations and diagnostic checks	16
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
Evaluating the predictive abilities of mixed logit models with unobserved inter- and intra-individual heterogeneity	12
Quantum utility and random utility model for path choice modelling: Specification and aggregate calibration from traffic counts	12
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
Using eye-tracking as an aid to design on-screen choice experiments	11
Predicting strategic medical choices: An application of a quantal response equilibrium choice model	10
Choosing to cooperate: Modelling public goods games with team reasoning	10
Assisted specification of discrete choice models	9
Quantum choice models: A flexible new approach for understanding moral decision-making	9
A hierarchical agent-based approach to simulate a dynamic decision-making process of evacuees using reinforcement learning	8
Capturing the effect of multiple social influence sources on the adoption of new transport technologies and services	8

Product availability in discrete choice experiments with private goods	8
The value of leisure time of weekends and long holidays: The multiple discrete–continuous extreme value (MDCEV) choice model with triple constraints	7
Capturing trade-offs between daily scheduling choices	7
Anchoring on visual cues in a stated preference survey: The case of siting offshore wind power projects	7
Disentangling the effects of unobserved factors on seatbelt use choices in multi-occupant vehicles	7
Can incentive-compatibility reduce hypothetical bias in smokers’ experimental choice behavior? A randomized discrete choice experiment	7
Endogeneity in adaptive choice contexts: Choice-based recommender systems and adaptive stated preferences surveys	7
Choice modelling in social networks using stochastic actor-oriented models	6
Latent class choice model with a flexible class membership component: A mixture model approach	6
R packages and tutorial for case 1 best–worst scaling	6
Weibit choice models: Properties, mode choice application and graphical illustrations	6
bwsTools: An R package for case 1 best-worst scaling	6
Volumetric choice experiments (VCEs)	5
Extensive hypothesis testing for estimation of mixed-Logit models	5
Case 2 best-worst scaling: For good or for bad but not for both	5
Distortions in willingness-to-pay for public goods induced by endemic distrust in institutions	5
A Dirichlet process mixture model of discrete choice: Comparisons and a case study on preferences for shared automated vehicles	5
Can local communities afford full control over wildlife conservation? The case of Zimbabwe	5
Activity participation, episode duration and stop-making behavior of pilgrims in a religious event: An exploratory analysis	5
A day in the life with an automated vehicle: Empirical analysis of data from an interactive stated activity-travel survey	5
Measuring public preferences between health and social care funding options	4
Instability in mixed logit demand models	4
The analysis of influences of attitudes on mode choice under highly unbalanced mode share patterns.	4
Separating generalizable from source-specific preference heterogeneity in the fusion of revealed and stated preferences	4
Long-distance mode choice model estimation using mobile phone network data	3
A discrete choice modeling approach to measure susceptibility and subjective valuation of the decoy effect, with an application to route choice	3
Seen but not considered? Awareness and consideration in choice analysis	3
Modeling the relationship between food purchasing, transport, and health outcomes: Evidence from Concepcion, Chile	3
Activity behavior of residents of Paraisópolis slum: Analysis of multiday activity patterns using data collected with smartphones	3
A two recursive equation model to correct for endogeneity in latent class binary probit models	3
Matching reality: A basket and expenditure based choice experiment with sensory preferences	3
Preferences for online grocery shopping during the COVID-19 pandemic — the role of fear-related attitudes	3
Identifying most typical and most ideal attribute levels in small populations of expert decision makers: Studying the Go/No Go decision of disaster relief organizations	3
Characterizing the impact of discrete indicators to correct for endogeneity in discrete choice models	3
Using choice experiments to improve equity in access to socially marketed HIV prevention products	3
Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms	3
Handling resolvable uncertainty from incomplete scenarios in future doctors' job choice – Probabilities vs discrete choices	2
Quantifying behavioural difference in latent class models to assess empirical identifiability: Analytical development and application to multiple heuristics	2
Choice data generation using usage scenarios and discounted cash flow analysis	2
Applications of discrete choice experiments in COVID-19 research: Disparity in survey qualities between health and transport fields	2
Robustness of Student link function in multinomial choice models	2
What sort of Brexit do the British people want? A longitudinal study examining the ‘trade-offs’ people would be willing to make in reaching a Brexit deal	2
Exploring the subscribing behavior of customized bus passengers: Active users versus inactive users	2
Data-driven assisted model specification for complex choice experiments data: Association rules learning and random forests for Participatory Value Evaluation experiments	2
Menu-choice modeling with interactions and heterogeneous correlated preferences	2
Utilising activity space concepts to sampling of alternatives for mode and destination choice modelling of discretionary activities	2
Estimating installed-base effects in product adoption: Borrowing IVs from the dynamic panel data literature	2
“Whose plan is it?” understanding how the goal pursuit of consumers and carers influence choices in the australian disability sector	2
Optimal sequential strategy to improve the precision of the estimators in a discrete choice experiment: A simulation study	1
One or two-step? Evaluating GMM efficiency for spatial binary probit models	1

Reducing sample size requirements by extending discrete choice experiments to indifference elicitation	1
What factors influence HIV testing? Modeling preference heterogeneity using latent classes and class-independent random effects	1
Distribution-free estimation of individual parameter logit (IPL) models using combined evolutionary and optimization algorithms	1
Sample size selection for discrete choice experiments using design features	1
Stated choice analysis of preferences for COVID-19 vaccines using the Choquet integral	1
Separation-based parameterization strategies for estimation of restricted covariance matrices in multivariate model systems	1
Models of moral decision making: Theory and empirical applications in various domains	1
Theory-driven or data-driven? Modelling ride-sourcing mode choices using integrated choice and latent variable model and multi-task learning deep neural networks	1
Matching and weighting in stated preferences for health care	1
Joint modelling of choice and rating data: Theory and examples	1
Intra-household bargaining for a joint vacation	1
A choice experiment approach to evaluate maize farmers’ decision-making processes in Lao PDR	1
Testing for saliency-led choice behavior in discrete choice modeling: An application in the context of preferences towards nuclear energy in Italy	1
Characterising heterogeneity and the role of attitudes in patient preferences: A case study in preferences for outpatient parenteral intravenous antimicrobial therapy (OPAT) services	1
A Bayesian instrumental variable model for multinomial choice with correlated alternatives	1
Building a life-course intertemporal discrete choice model to analyze migration biographies	1
Modeling preference heterogeneity using model-based decision trees	1
How to ask twenty questions and win: Machine learning tools for assessing preferences from small samples of willingness-to-pay prices	1
A note on the large sample properties of the welfare change estimator in linear-in-income logit	1
Multiple discrete choice and quantity with order statistic marginal utilities	1
Loss aversion, reference dependence and diminishing sensitivity in choice experiments	1
Real payment priming to reduce potential hypothetical bias	1
Estimating decision rule differences between ‘best’ and ‘worst’ choices in a sequential best worst discrete choice experiment	1
Preference estimation from point allocation experiments	1
The value of consideration data in a discrete choice experiment	1
Modelling online job search and choices of dentists in the Australian job market: Staged sequential DCEs and FIML econometric methods	1
Segmentation of theatre audiences: A latent class approach for combined data	1
On the ecological fallacy in discrete-choice models	1
Logit mixture with inter and intra-consumer heterogeneity and flexible mixing distributions	1