Alonso Carriles

Research

Machine learning applied to Mexican financial and social data, from bank trust to value at risk.

Journal articles and chapters

  1. Carriles-Álvarez, A., Tovar-Rocha, L. M., and De La Sota Riva-Echánove, M. (2026). Tecnologías energéticas y carga del gasto eléctrico del hogar en México: ENIGH 2024. Revista Interdisciplinaria de Ingeniería Sustentable y Desarrollo Social, 12(1), 267–286. doi.org/10.63728/riisds.v12i1.451
  2. Carriles-Álvarez, A., Cueva-Estrada, J. M., and Mata-Mata, L. (2026). Determinants of Trust in Mexican Banks: Machine-Learning Analysis of the 2021–2024 Financial Inclusion Surveys. Ciencias Administrativas. Teoría y Praxis, 22(1), 110–129. doi.org/10.46443/catyp.v22i1.530
  3. Valenzuela Reyes, P. R., Carriles Alvarez, A., Mata Mata, L., and Gálvez Cruz, D. C. (2025). The Normal Inverse Gaussian Probability Distribution and VaR Estimation. Economic Challenger, 28(109). doi.org/10.54777/ec/2025/v28/i109/2025-109-28-7
  4. Moreno Espinosa, J., and Carriles Alvarez, A. (2022). Artificial Intelligence and Its Application in the Study of the Legal Complexity of the Value Added Tax Act in Mexico. Data Analytics Applications in Emerging Markets, Springer, 177–202. doi.org/10.1007/978-981-19-4695-0_9
  5. Carriles Álvarez, A., Beltrán Godoy, J. H., and Mata Mata, L. (2019). The Effect of Women’s Identity and Emancipative Values on Female Labor Force Participation: A Comparison Between Latin American and OECD Countries. Nova Scientia, 11(22), 323–356. doi.org/10.21640/ns.v11i22.1785
  6. Carriles Alvarez, A., with Beltrán Godoy, J. H., and Mata Mata, L. (2019). Female Labor Force Participation: Congruence Between Society’s Attitudes Towards Women’s Rights and Society’s Attitudes Towards Women. Economic Challenger, 22(82).

Under review

  • Conservative Values and Women’s Labor-Force Participation in Mexico: Econometric and Machine-Learning Evidence. With Selene Gaxiola and Leovardo Mata Mata. Under review.
  • Inteligencia artificial explicable en decisiones financieras: revisión documental del desempeño y la calidad explicativa. With Luis Manuel Tovar-Rocha and Ana Cristina Oseguera Sauri. Under review.

Conference presentations

  • Speaker, XV FIMEF International Financial Research Conference, 2025.
  • Speaker and discussant, IX FIMEF Congress, Universidad Marista de Mérida, 2019.
  • Speaker, 5th World Conference on Women’s Studies, Bangkok, 2019. Best Presentation of the Session, and session chair.
  • Speaker, VIII FIMEF Congress, EGADE Business School, Monterrey, 2018.

Recognitions and service

  • Jury, IMEF-EY International Financial Research Prize, 2025 and 2026.
  • Peer reviewer, The Anáhuac Journal.
  • Best-evaluated professor of the International Business faculty, Universidad Panamericana.
  • Faculty coach of the team placed in the top ten of twenty-five universities, Business Ethics Case Competition, University of Arizona, 2022.

Follow the full record on Google Scholar, ORCID and ResearchGate.