Publications
(ordered by date and alphabetical order; underlined: works developed by students under my supervision)Publications
2026 / In press
47. Rodríguez-Prada, C., Martínez-Huertas, J.A., & Olmos, R. (2026). Bayesian versus frequentist approaches in multilevel single-case designs: on power and type I error rate. Methodology, 22(1), 52-76. https://doi.org/10.5964/meth.17715.
46. Martínez-Huertas, J.A., & Ferrer, E. (2026). A multilevel Ornstein–Uhlenbeck process with individual- and variable-specific estimates as random effects. British Journal of Mathematical and Statistical Psychology, 79(2), 325-340. https://doi.org/10.1111/bmsp.70019.
45. Martínez-Huertas, J.A., Estrada, E., & Olmos, R. (in press). Estimate of planned and unplanned missing individual scores in longitudinal designs using continuous-time state-space modeling. Psychological Methods. https://doi.org/10.1037/met0000664.
44. Martínez-Huertas, J.A., & Jorge-Botana, G. (2026). Introducción a las Redes Neuronales Convolucionales [Introduction to Convolutional Neural Networks]. Editorial UNED. ISBN: 978-84-362-2202-9. Complementary handbook for the course "Neural network models" in the Master of Methodology of Behavioral and Health Sciences. HANDBOOK!
43. Martínez-Huertas, J.A., & Martínez-Mingo, A. (2026). Systems for automatic content evaluation in text. In H. Nesi, P. Milin and M. Marelli (Eds), International Encyclopedia of Language and Linguistics, 3rd Edition. Elsevier.
2025
42. Ferreira, V., Nouvilas-Pallejá, E., Martínez-Huertas, J.A., & Silván-Ferrero, P. (2025). Perceived stigma and psychological well-being in Spanish female survivors of IPVAW: The role of resilience and attitude toward seeking psychological help. Current Psychology, 44, 14472–14485. https://doi.org/10.1007/s12144-025-08143-w.
41. Gallego-Alberto, L., Martínez-Huertas, J.A., Márquez-González, M., Cabrera, I., Olazarán, J., & Losada-Baltar, A. (2025). “The Flexible, The Rigid and The Ambivalent”: A latent profile analyses in dementia caregiving regarding ambivalence, guilt, experiential avoidance, and dysfunctional beliefs. Aging and Mental Health, 29(4), 614-622. https://doi.org/10.1080/13607863.2024.2430530.
40. Jorge-Botana, G., Martínez-Huertas, J.A., & Martínez-Mingo, A. (2025). Respuestas observables y estados ocultos en redes neuronales recurrentes para razonar sobre aspectos cognitivos del lenguaje [Observable responses and hidden states in recurrent neural networks for reasoning about cognitive aspects of language]. Acción Psicológica, 22(1), 41-56. https://doi.org/10.5944/ap.22.1.43347.
39. Martínez-Huertas, J.A., Kreitchmann, R.S., & Fernández-Castilla, B. (2025). Una guía práctica para el análisis de datos [A practical guide for data analysis]. In M. Cantero-García and M. Rueda-Extremera (Eds.), Manual de Intervención Clínica y Psicosocial (pp. 113-130). Editorial Pirámide.
38. Martínez-Huertas, J.A., Jorge-Botana, G., Martínez-Mingo, A., Iglesias, D., & Olmos, R. (2025). Are valence and arousal related to the development of amodal representations of words? A computational study. Cognition and Emotion, 39, 1465-1473. https://doi.org/10.1080/02699931.2023.2283882.
37. Riberas-Gutiérrez, M., Prieto, M., Martínez-Huertas, J.A., & Bueno-Guerra, N. (2025). The relation between sexual fantasies and offense-supportive cognitions in people convicted of sexual offenses: a preliminary study. Sexual Abuse, 37(3), 251-281. https://doi.org/10.1177/10790632241271226.
2024
36. Holgado-Tello, F.P., Suárez, J.C., Martínez-Huertas, J.A., & Morata, M.A. (2024). Modelos de ecuaciones estructurales con LISREL y lavaan [Structural equation models with LISREL and lavaan]. Sanz y Torres. ISBN: 9788419947550. Purchase available here or here. Mandatory handbook for the course "Structural equation models" in the Master of Methodology of Behavioral and Health Sciences. HANDBOOK!
35. Martínez-Huertas, J.A., Jorge-Botana, G., Martínez-Mingo, A., Moreno, J.D., & Olmos, R. (2024). Modeling personality language use with small semantic vector subspaces. Personality and Individual Differences. https://doi.org/10.1016/j.paid.2023.112514.
34. Martínez-Mingo, A., Martínez-Huertas, J.A., Olmos, R., & Jorge-Botana, G. (2024). Quantum Projections on Conceptual Subspaces: A Deeper Dive into Methodological Challenges and Opportunities. Science Progress, 107(2), 1-8. https://doi.org/10.1177/00368504241238773.
2023
33. León, J.A., Martínez-Huertas, J.A., Moreno, J.D., & Martín-Arnal, L. (2023). Strong vs. weak embodiment: Spatial iconicity in physical, conceptual and social contexts. Scandinavian Journal of Psychology, 64(5), 574-581. https://doi.org/10.1111/sjop.12909.
32. Losada-Baltar, A., Kishita, N., Jiménez-Gonzalo, L., Fernandes-Pires, J., Huertas-Domingo, C., Contreras, M., Van Hout, E., Olazarán, J., Martínez-Huertas, J.A., & Márquez-González, M. (2023). Cross-cultural analysis of the role of ambivalent feelings for understanding caregivers’ depressive symptoms. Aging and Mental Health, 27(7), 1307-1312. https://doi.org/10.1080/13607863.2022.2116407.
31. Martínez-Huertas, J.A., & Ferrer, E. (2023). Mixed-effects models with crossed random effects for multivariate longitudinal data. Structural Equation Modeling: A Multidisciplinary Journal, 30(1), 105-122. https://doi.org/10.1080/10705511.2022.2108430.
30. Martínez-Mingo, A., Jorge-Botana, G., Martínez-Huertas, J.A., & Olmos, R. (2023). Quantum projections on conceptual subspaces. Cognitive Systems Research, 82(101154), 1-13. https://doi.org/10.1016/j.cogsys.2023.101154.
29. Mora-Castañeda, B., Márquez-González, M., Fernández-Liria, A., Martínez-Huertas, J.A., Cabrera, I., Olmos, R., & O'Connell, D. (2023). El proceso del estrés y el afrontamiento en cuidadores informales de personas diagnosticadas de esquizofrenia. Un estudio longitudinal. [The processes of stress and coping in informal caregivers of people with schizophrenia. A longitudinal study]. Behavioral Psychology-Psicología Conductual, 31(1), 149-163. https://doi.org/10.51668/bp.8323109s.
28. Olivas, J.J., Jorge-Botana, G., Martínez-Huertas, J.A., Olmos, R., & Martínez-Mingo, A. (2023). Quantifying the ideational context: Political frames, meaning trajectories and punctuated equilibria in Spanish mainstream press during the Catalan secessionist challenge (2012-2019). Political Research Exchange, 5(2287036), 1-33. https://doi.org/10.1080/2474736X.2023.2287036.
27. Pedroso-Chaparro, M.S., Antón-López, J.C., Cabrera, I., Márquez-González, M., Martínez-Huertas, J.A., & Losada-Baltar, A. (2023). “I feel old and have aging stereotypes”. Internalized aging stereotypes and older adults’ mental health: the mediational role of loneliness. Aging and Mental Health, 27(8), 1619-1626. . https://doi.org/10.1080/13607863.2022.2163376.
26. Sanz, S., Kreitchmann, R.S., Nájera, P., Moreno, J.D., Martínez-Huertas, J.A., & Sorrel, M.A. (2023). FoCo: A Shiny App for Formative Assessment using Cognitive Diagnosis Modeling. Psicología Educativa, 29(3), 149-158. https://doi.org/10.5093/psed2022a14.
25. Soria-Aldavero, E., Martínez-Huertas, J.A., Rodríguez-Navarro, H., & Montero García-Celay, I. (2023). Adaptación de una escala de habilidades socioemocionales para profesorado de Educación Infantil, Primaria y Secundaria. Revista Electrónica Internuniversitaria de Formación del Profesorado, 26(2), 87–101. https://doi.org/10.6018/reifop.558931.
2022
24. Losada-Baltar, A., Martínez-Huertas, J.A., Jiménez-Gonzalo, L., Pedroso-Chaparro, M.S., Gallego-Alberto, L., Fernandes-Pires, J., & Márquez-González, M. (2022). Longitudinal correlates of loneliness and psychological distress during the lockdown situation due to COVID-19. Effects of age and self-perception of aging. The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences, 77(4), 652-660. https://doi.org/10.1093/geronb/gbab012.
23. López, J., Pérez-Rojo, G., Noriega, C., Martínez-Huertas, J.A., & Velasco, C. (2022). Emotional distress among older adults during the COVID-19 outbreak: Understanding the longitudinal psychological impact of the COVID -19 pandemic. Psychogeriatrics, 22(1), 77-83. https://doi.org/10.1111/psyg.12781.
22. López-Frutos, P., Pérez-Rojo, G., Noriega, C., Velasco, C., Carretero, I., Martínez-Huertas, J.A., Galarraga, L., & López, J. (2022). Burnout and Quality of Life in Nursing Homes Professionals: The Moderating Effect of Stereotypes. Frontiers in Psychology. https://doi.org/10.3389/fpsyg.2022.772896.
21. Martínez-Huertas, J.A., Moreno, J.D., Olmos, R., Martínez-Mingo, A., & Jorge-Botana, G. (2022). A failed cross-validation study on the relationship between LIWC linguistic indicators and personality: Exemplifying the lack of generalizability of exploratory studies. psych, 4, 803–816. https://doi.org/10.3390/psych4040059.
20. Martínez-Huertas, J.A., Olmos, R., & Ferrer, E. (2022). Model selection and model averaging for mixed-effects models with crossed random effects for subjects and items. Multivariate Behavioral Research, 57(4), 603-619. https://doi.org/10.1080/00273171.2021.1889946.
19. Martínez-Huertas, J.A., Olmos, R., Jorge-Botana, G., & León, J.A. (2022). Distilling vector space model scores for the assessment of constructed responses with bifactor Inbuilt Rubric method and latent variables. Behavior Research Methods, 54, 2579–2601. https://doi.org/10.3758/s13428-021-01764-6.
18. Martínez-Huertas, J.A., & Olmos, R. (2022). Recovering crossed random effects in mixed-effects models using model averaging. Methodology, 18(4), 298–323. https://doi.org/10.5964/meth.9597.
17. Rodríguez-Suárez, B., Caperos, J.M., & Martínez-Huertas, J.A. (2022). Efecto de la exposición a ideales de delgadez en las redes sociales sobre la autoestima y la ansiedad: un estudio experimental [Effect of exposure to thinness ideals in social media on self-esteem and anxiety: an experimental study]. Behavioral Psychology-Psicología Conductual, 30(3), 677-691. https://doi.org/10.51668/bp.8322305s.
16. Velasco, C., López, J., Pérez-Rojo, G., Noriega, C., & Martínez-Huertas, J.A. (2022). Validation of the Revised Memory and Behavior Problems Checklist-Nursing Homes from different territories in Spain. Land, 11(2), 1-11. https://doi.org/10.3390/land11020251.
2021
15. Martínez-Huertas, J.A., Jorge-Botana, G., Luzón, J.M., & Olmos, R. (2021). Redundancy, isomorphism and propagative mechanisms between emotional and amodal representations of words: A computational study. Memory & Cognition, 49(2), 219–234. https://doi.org/10.3758/s13421-020-01086-6. Data sets and R code of multivariate neural networks are available at https://osf.io/m8wux/.
14. Martínez-Huertas, J.A., Jorge-Botana, G., & Olmos, R. (2021). Emotional valence precedes semantic maturation of words: A longitudinal computational study of early verbal emotional anchoring. Cognitive Science: A Multidisciplinary Journal, 45(e13026), 1-26. https://doi.org/10.1111/cogs.13026.
13. Martínez-Huertas, J.A., Olmos, R., & León, J.A. (2021). Enhancing topic-detection in computerized assessments of constructed responses with distributional models of language. Expert Systems with Applications, 185(115621), 1-12. https://doi.org/10.1016/j.eswa.2021.115621.
12. Moreno, J.D., Martínez-Huertas, J.A., Olmos, R., Jorge-Botana, G., & Botella, J. (2021). Can personality traits be measured by analyzing written language? A meta-analytic study on computational methods. Personality and Individual Differences. https://doi.org/10.1016/j.paid.2021.110818.
11. Moreno-Encinas, A., Graell, M., Martínez-Huertas, J.A., Falla, M., Treasure, J., & Sepúlveda, A.R. (2021). Adding maintaining factors to developmental models of anorexia nervosa: An empirical examination in adolescents. European Eating Disorders Review, 29(4), 548-558. https://doi.org/10.1002/erv.2826.
10. Pérez-Rojo, G., López, J., Noriega, C., Martínez-Huertas, J.A., Velasco, C., Carretero, I., López-Frutos, P., Galarraga, L., & Pillemer, K. (2021). Older people´s personal strengths during COVID-19 first wave outbreak. Psicothema, 33(3), 423-432. https://doi.org/10.7334/psicothema2020.453.
9. Pérez-Rojo, G., López, J., Noriega, C., Martínez-Huertas, J.A., & Velasco, C. (2021). Validation of the Professional Good Care Scale in Nursing Homes (GCS-NH). BMC Geriatrics, 21(1), 1-9. https://doi.org/10.1186/s12877-021-02199-6.
8. Sepúlveda, A.R., Moreno-Encinas, A., Martínez-Huertas, J.A., Anastasiadou, D., Nova, E., Marcos, A., Gómez-Martínez, S., Villa, J.R., Mollejo, E., & Graell, M. (2021). Toward a bio-psycho-family approach of eating disorders at onset: control-case study (ANOBAS). Frontiers in Psychology. http://doi.org/10.3389/fpsyg.2021.714414.
Rodríguez-Prada, C., Olmos, R. & Martínez-Huertas, J.A. (2021, July). Bayesian versus frequentists approaches in multilevel single-case designs: on power and type I error rate [Conference session]. 9th European Congress of Methodology. Valencia, Spain. [CONFERENCE PAPER]
2020
7. López, J., Pérez-Rojo, G., Noriega, C., Carretero, I., Velasco, C., Martínez-Huertas, J.A., López-Frutos, P., & Galarraga, L. (2020). Psychological well-being among older adults during the COVID-19 outbreak: A comparative study of the young-old and the old-old adults. International Psychogeriatrics, 32(11), 1365-1370. http://dx.doi.org/10.1017/S1041610220000964.
6. Sorrel, M.A., Martínez-Huertas, J.A., & Arconada, M. (2020). It must have been burnout: Related factors in Spanish PhD students. The Spanish Journal of Psychology, 23(e29), 1-13. https://doi.org/10.1017/SJP.2020.31. Data set and R code are available at https://osf.io/k2f6d/. In the top 5% of all research outputs scored by Altmetric.
Martínez-Huertas, J.A., Jorge-Botana, G., Olmos, R., & Martínez-Mingo, A. (2020, July). A computational study on emotional responses via amodal propagation: Dimensional vs. Discrete emotions [Conference session]. Society for Text and Discourse Annual Meeting, Atlanta, GA, United States. [CONFERENCE PAPER]
Martínez-Huertas, J.A., Moreno, J.D., & León, J.A. (2020, July). Informative narrative texts do not reduce our comprehension: A pilot study on the effects of type and structure of texts [Conference session]. Society for Text and Discourse Annual Meeting, Atlanta, GA, United States. [CONFERENCE PAPER]
Martínez-Mingo, A., Jorge-Botana, G., Olmos, R., & Martínez-Huertas, J.A. (2020, June). Quantum approach for similarity evaluation in LSA vector space models [Conference session]. 6th Stochastic Modeling Techniques and Data Analysis International Conference and Demographics, Athens, Greece. [CONFERENCE PAPER]
2019
5. León, J.A., Martínez-Huertas, J.A., Olmos, R., Moreno, J.D., & Escudero, I. (2019). Metacomprehension skills depend on the type of text: An analysis from Differential Item Functioning in 9-11 years old students. Psicothema, 31(1), 66-72. https://doi.org/10.7334/psicothema2018.163.
4. Martínez-Huertas, J.A., Jastrzebska, O., Olmos, R., & León, J.A. (2019). Automated Summary Evaluation with Inbuilt Rubric method: An alternative to constructed responses and multiple-choice tests assessments. Assessment & Evaluation in Higher Education, 44(7), 1029-1041. https://doi.org/10.1080/02602938.2019.1570079.
3. Martínez-Huertas, J.A., & Jastrzebska, O. (2019). Adaptación española de la escala Comunicación Diádica Sexual [Spanish adaptation of the Dyadic Sexual Communication scale]. Behavioral Psychology-Psicología Conductual, 27(2), 311-324. [English abstract can be read in the article]
2018
2. León, J.A., Martínez-Huertas, J.A., & Jastrzebska, O. (2018). Un estudio sobre la competencia lectora en adultos con discapacidad intelectual ante textos con contenidos de clínica y salud [A study on reading competence in adults with intellectual disability when they read clinical and health-related texts]. Clínica y Salud, 29(3), 115-123. https://doi.org/10.5093/clysa2018a17. [English abstract can be read in the article]
1. Martínez-Huertas, J.A., Jastrzebska, O., Mencu, A., Moraleda, J., Olmos, R., & León, J.A. (2018). Analyzing two automatic assessment LSA's methods (Golden Summary vs Inbuilt Rubric) in summaries extracted from expository texts. Psicología Educativa, 24(2), 85-92. http://doi.org/10.5093/psed2048a9.