Research output per year
Research output per year
Personal profile
Personal profile
José Ignacio Hernández is a Doctor from the Delft University of Technology in the Netherlands. His research lines include the development of discrete choice models and their integration with artificial intelligence methods, economic valuation of the environment and ecosystem services, and applied econometrics.
Teaching
Election analysis, Econometrics for management, Applied microeconomics, Microeconomic theory, Data science, Machine Learning
Research interests
Choice modeling, explainable artificial intelligence, machine learning, data science
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Technology, Policy and Management, Delft University of Technology
… → 2023
Master, Economía de Recursos Naturales y del Medio Ambiente, Universidad de Concepción
… → 2016
Bachelor, Licenciado en Ciencias Económicas, Universidad de Concepción
… → 2013
Cargo USS
- Docente Investigador (a)
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Correction to: Using XGBoost and SHAP to explain citizens’ differences in policy support for reimposing COVID-19 measures in the Netherlands (Quality & Quantity, (2025), 59, 1, (381-409), 10.1007/s11135-024-01938-2)
Hernandez, J. I., van Cranenburgh, S., de Bruin, M., Stok, M. & Mouter, N., 2025, In: Quality and Quantity. 59, 1, p. 993-994 2 p.Research output: Contribution to journal › Comment/debate
Open Access -
Preferences for the Societal Impacts of a Pandemic when it Transitions into an Endemic: A Discrete Choice Experiment
Mouter, N., Geijsen, T., Munyasya, A., Hernandez, J. I., Korthals, D., Stok, M., Uiters, E. & de Bruin, M., 2025, In: Patient. 18, 1, p. 49-63 15 p., 100371.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Preferences of citizens in Peru for school opening during a public-health crisis: A participatory value evaluation study
Trujillo Jara, K., Hernandez, J. I., Mouter, N., Brouwer, W. & van Exel, J., 2025, In: Social Science and Medicine. 365, 117581, 117581.Research output: Contribution to journal › Article › peer-review
Open Access -
Using XGBoost and SHAP to explain citizens’ differences in policy support for reimposing COVID-19 measures in the Netherlands
Hernandez, J. I., van Cranenburgh, S., de Bruin, M., Stok, M. & Mouter, N., 2025, In: Quality and Quantity. 59, 1, p. 381-409 29 p., e0130140.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Data-driven assisted model specification for complex choice experiments data: Association rules learning and random forests for Participatory Value Evaluation experiments
Hernandez, J. I., van Cranenburgh, S., Chorus, C. & Mouter, N., 2023, In: Journal of Choice Modelling. 46, 100397.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations