Below you might find several discrete choice data sets from diverse fields. If you want to contribute to the list with your data or another publicly available one, please send me an email at alvaro.gutierrezvargas [at] kuleuven [dot] be, and I will be more than happy to add it to the list :)
| Article Name | Year | Field | Article | Dataset |
|---|---|---|---|---|
| A Comparative Empirical Study of Discrete Choice Models in Retail Operations | 2021 | Management | Article | Code |
| Ride to the hills, ride to your school: Physical effort and mode choice | 2021 | Transport | Article | Dataset |
| Analysis of active school transportation in hilly urban environments: A case study of Dresden | 2020 | Transport | Article | Dataset |
| Are farmers willing to pay for climate related traits of wheat? Evidence from rural parts of Ethiopia |
2020 | Agricultural economics | Article | Dataset |
| Constraints to adopting soil fertility management practices in Malawi: a choice experiment approach | 2020 | Agricultural economics | Article | Dataset |
| Consumer WTP for Sustainability Attributes in Beer | 2020 | Consumer Attitude | Article | Dataset |
| Public Perceptions on COVID-19: The Spiral of Silence Logic among Facebook Users in Armenia | 2020 | Covid-19 Lockdown Preferences | - | Dataset |
| Self-Generation and Households' Willingness to Pay for Reliable Electricity Service in Nigeria |
2020 | Consumer Attitude | Article | Dataset |
| Understanding what women want: eliciting preference for delivery health facility in a rural sub-County in Kenya, a discrete choice experiment |
2020 | Health Econ | Article | Dataset |
| - | 2020 | Covid-19 Lockdown Preferences | - | Dataset |
| - | 2020 | Experiment Wearables data | - | Dataset |
| - | 2020 | Experiment SmartTV data |
- | Dataset |
| - | 2020 | Experiment Thermostats data | - | Dataset |
| - | 2020 | Experiment Security Camera | - | Dataset |
| An artificial neural network based approach to investigate travellers’ decision rules |
2019 | Transport | Article | Dataset |
| Arriving at a decision: A semi-parametric approach to institutional birth choice in India | 2019 | health Econ | Article | Dataset |
| Duration of Treatment Effect Should Be Considered in the Design and Interpretation of Clinical Trials: Results of a Discrete Choice Experiment |
2019 | Health Econ | Article | Dataset |
| Economic valuation of street-level urban greening: A case study from an evolving mixed-use area in Berlin |
2019 | Green Preferences | Article | Dataset |
| Population preferences for breast cancer screening policies: Discrete choice experiment in Belarus | 2019 | Health Econ | Article | Dataset |
| Preferences for HIV testing services among men who have sex with men in the UK: a discrete choice experiment | 2019 | Health Econ | Article | Dataset |
| Stated Preferences for Car Choice | 2019 | Transport | - | Dataset |
| Consumer attitudes and preferences towards pangasius and tilapia: the role of sustainability certification and the country of origin | 2018 | Consumer Attitude | Article | Dataset |
| Discreet Choice Experiment on car sales in Norway | 2018 | Transport | - | Dataset |
| Individual-specific point and interval conditional estimates of latent class logit parameters |
2018 | Montecarlo Simulations | Article | Dataset |
| Investigating people’s preferences for car-free city centers: A discrete choice experiment | 2018 | Transport | Article | Dataset |
| Pooling stated and revealed preference data in the presence of RP endogeneity |
2018 | Transport | Article | Dataset |
| Preference and WTP for Livestock Market Facilities – DCE Data | 2018 | Agricultural economics | - | Dataset |
| Time preference and consumer discount rates - Insights for accelerating the adoption of efficient energy and transport technologies |
2018 | Consumer Attitude | Article | Dataset |
| Individual Trade‐Offs Between Possible Benefits and Risks of Cancer Treatments: Results from a Stated Preference Study with Patients with Multiple Myeloma |
2017 | Health | Article | Dataset |
| Random taste heterogeneity in discrete choice models: Flexible nonparametric finite mixture distributions |
2017 | Transport | Article | Dataset |
| Discrete choice modelling of natal dispersal: "choosing" where to breed from a finite set of available areas | 2016 | Ecology | Article | Dataset |
| Marine trade-offs: Comparing the benefits of off-shore wind farms and marine protected areas | 2016 | Energy | Article | Dataset |
| Consumers' willingness to pay for renewable and nuclear energy: A comparative analysis between the US and Japan |
2015 | Energy | Article | Dataset |
| Preferences for improved cook stoves: Evidence from rural villages in north India |
2015 | Energy | Article | Dataset |
| London Passenger Mode Choice | 2015 | Transport | Manual | Dataset |
| Travel-to-school mode choice modelling and patterns of school choice in urban areas | 2008 | Transport | Article | Dataset |
| A discrete‐choice model with social interactions: with an application to high school teen behavior |
2007 | Economics | Article | Dataset |
| Mixed Logit Models for Multiparty Elections | 2001 | Political Economy | Article | Dataset |
... more Discrete Choice Data
General Purposes Estimation Software
Specific Stata Estimation Commands
- Mixed Logit Models (mixlogit)
- Latent Class Models (lclogit, lclogit2)
- Random Regret Minimization Models (randregret)
Software for Choice Experiments Design
-
The idefix Package: Generating Optimal Designs for Discrete Choice Experiments in R.
-
DCREATE: Stata module to create efficient designs for discrete choice experiments
-
DCEtool: A Complete package for creating, surveying, and analysing Discrete Choice Experiments
Interesting, right?: Consider to share it with a friend :)!
Here's a collection of publicly available #DiscreteChoice data (+ their articles) ready for you💻!
— Álvaro A. Gutiérrez-Vargas (@alvarogutyerrez) May 21, 2021
Please feel free to tag/share with your favorite Choice-Modeler(s) that might find this useful😊#EconTwitter #StatsTwitter #MarketingTwitter #EpiTwitter https://t.co/ZGWTGhSQMd
Acknowledgment: I thank José Ignacio Hernández from TU Delft, who encouraged me to upload the databank into a Github instead of the sloppy excel sheet that it was at the beginning.