synchronous hybrid education; emotions; face-to-face students; online students; eye tracker

Anderson-Cook, C. M. (2005). Experimental and Quasi-Experimental Designs for Generalized Causal Inference. Journal of the American Statistical Association, 100(470), 708–708. https://doi.org/10.1198/jasa.2005.s22 Abdul Rashid, N. F. W., Abdul Karim, B., & Othman, A. S. (2022). Students’ Emotions towards Online Learning During The Covid-19 Pandemic: A Preliminary Study. International Journal of Academic Research in Business and Social Sciences, 12(8). https://doi.org/10.6007/ijarbss/v12-i8/14536 Ahn, B. T., & Harley, J. M. (2020). Facial expressions when learning with a Queer History App: Application of the Control Value Theory of Achievement Emotions. British Journal of Educational Technology, 51(5), 1563–1576. https://doi.org/10.1111/bjet.12989 Anzelin, I., & Marín, A. (2020). Relación entre la emoción y los procesos de enseñanza aprendizaje. Sophia, 16(1), 48–64. https://doi.org/10.18634/sophiaj.16v.1i.1007 Bailey, L. M. (2020). Comparing students’ learning outcomes and satisfaction in online, hybrid and face-to-face education courses. Temple University. Bear, M., Connors, B., & Paradiso, M. A. (2020). Neuroscience: exploring the brain, enhanced edition: exploring the brain. Jones & Bartlett Learning. Biocca, F., & Harms, C. (2002). Defining and measuring social presence: Contribution to the networked minds theory and measure. Proceedings of presence, 2002, 7-36. Bravo, R. N. (2021). Comunicación efectiva a través de la Virtualidad en la Formación Universitaria. Dilemas Contemporáneos: Educación, Política Y Valores. https://doi.org/10.46377/dilemas.v8i.2684 Buckley, P., & Doyle, E. (2014). Gamification and student motivation. Interactive Learning Environments, 24(6), 1162–1175. https://doi.org/10.1080/10494820.2014.964263 Butz, N. T., Stupnisky, R. H., Pekrun, R., Jensen, J. L., & Harsell, D. M. (2016). The Impact of Emotions on Student Achievement in Synchronous Hybrid Business and Public Administration Programs: A Longitudinal Test of Control-Value Theory*. Decision Sciences Journal of Innovative Education, 14(4), 441–474. https://doi.org/10.1111/dsji.12110 Cantero, F. P., Rodríguez, C. G., Gómez, C. G., Ballester, A. C., & Goyareb, R. (2012). Manual de teorías emocionales y motivacionales. Manual de teorías emocionales y motivacionales. https://mdx.pre.csuc.cat/handle/10503/18359 Caprara, L., & Caprara, C. (2022). Effects of virtual learning environments: A scoping review of literature. Education and Information Technologies, 27(3), 3683–3722. https://doi.org/10.1007/s10639-021-10768-w Choliz, M. (2005). Psicología de la emoción: El proceso emocional. Valencia, España: Universidad de Valencia. Cleveland, M., & Campbell, P. (2012). Emotional presence, learning, and the online learning environment. The International Review of Research in Open and Distributed Learning, 13(4), 269–292. https://doi.org/10.19173/irrodl.v13i4.1234 Córdova Olivera, P., Gasser Gordillo, P., Naranjo Mejía, H., La Fuente Taborga, I., Grajeda Chacón, A., & Sanjinés Unzueta, A. (2023, July 6). Academic stress as a predictor of mental health in university students. Cogent Education, 10(2). https://doi.org/10.1080/2331186x.2023.2232686 Curelaru, V., & Diac, G. (2022). Perceived Classroom Assessment Environment and Autonomous Motivation as Predictors of Students’ Achievement Emotions in Relation to Learning for Baccalaureate Exam. Educatia 21, 22, 50–64. https://doi.org/10.24193/ed21.2022.22.06 Dávila, M. A., Sánchez, J., Airado, D., & Cañada, F. (2022). Impact of an Active Learning Methodology on Students’ Emotions and Self-Efficacy Beliefs towards the Learning of Chemical Reactions—The Case of Secondary Education Students. Education Sciences, 12(5), 347. https://doi.org/10.3390/educsci12050347 Du, S., Tao, Y., & Martinez, A. M. (2014). Compound facial expressions of emotion. Proceedings of the National Academy of Sciences, 111(15). https://doi.org/10.1073/pnas.1322355111 Durlak, J. A. (Ed.). (2015). Handbook of social and emotional learning: Research and practice. Guilford Publications. D’Errico, F., Paciello, M., Carolis, B. D., Vattanid, A., Palestra, G., & Anzivino, G. (2018). Cognitive emotions in e-learning processes and their potential relationship with students’ academic adjustment. The International Journal of Emotional Education, 10(1), 89–111. https://www.um.edu.mt/library/oar/handle/123456789/29670 D’Errico, F., Paciello, M., & Cerniglia, L. (2016). When emotions enhance students’ engagement in e-learning processes. When Emotions Enhance Students’ Engagement in E-learning Processes - Learning & Technology Library (LearnTechLib). https://www.learntechlib.org/p/173676/ D’Mello, S., & Graesser, A. (2012). Dynamics of affective states during complex learning. Learning and Instruction, 22(2), 145–157. https://doi.org/10.1016/j.learninstruc.2011.10.001 Frijda N. H. (1986). Emotions and action. In: ASR Manstead, N Frijda, A Fischer, eds. Feelings and Emotions: The Amsterdam Symposium. Cambridge: Cambridge University Press. García-Álvarez, D., Soler, M. J., & Achard-Braga, L. (2021). Psychological Well-Being in Teachers During and Post-Covid-19: Positive Psychology Interventions. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.769363 Goetz, T., Pekrun, R., Hall, N., & Haag, L. (2006). Academic emotions from a social-cognitive perspective: Antecedents and domain specificity of students’ affect in the context of Latin instruction. British Journal of Educational Psychology, 76(2), 289–308. https://doi.org/10.1348/000709905x42860 Goldberg, J. H., & Wichansky, A. M. (2003). Eye Tracking in Usability Evaluation. The Mind’s Eye, 493–516. https://doi.org/10.1016/b978-044451020-4/50027-x Gross, J. J., & Levenson, R. W. (1997). Hiding feelings: The acute effects of inhibiting negative and positive emotion. Journal of Abnormal Psychology, 106(1), 95–103. https://doi.org/10.1037/0021-843x.106.1.95 Hobart, M. (2008). Spark: The Revolutionary New Science of Exercise and the Brainby John Ratey with Eric Hagerman; New York, Little, Brown, and Company 2008, 294 pages, $24.99. Psychiatric Services, 59(8), 939–939. https://doi.org/10.1176/ps.2008.59.8.939 Hirt, F., Werlen, E., Moser, I., & Bergamin, P. (2019). Measuring emotions during learning: lack of coherence between automated facial emotion recognition and emotional experience. Open Computer Science, 9(1), 308–317. https://doi.org/10.1515/comp-2019-0020 Holmqvist, K., Nyström, M., Andersson, R., Dewhurst, R., Jarodzka, H., & Van de Weijer, J. (2011). Eye tracking: A comprehensive guide to methods and measures. OUP Oxford. Hu, G., & Choo, L. (2015). The impact of disciplinary background and teaching experience on the use of evaluative language in teacher feedback. Teachers and Teaching, 22(3), 329–349. https://doi.org/10.1080/13540602.2015.1058591 Irawan, A. W., Dwisona, D., & Lestari, M. (2020). Psychological Impacts of Students on Online Learning During the Pandemic COVID-19. KONSELI : Jurnal Bimbingan Dan Konseling (E-Journal), 7(1), 53–60. https://doi.org/10.24042/kons.v7i1.6389 Jiménez, Y. I., Hernández, J., & Rodríguez, E. (2021). Educación en línea y evaluación del aprendizaje: de lo presencial a lo virtual. RIDE Revista Iberoamericana Para La Investigación Y El Desarrollo Educativo, 12(23). https://doi.org/10.23913/ride.v12i23.1005 Knoetze, A., & du Toit, Y. (2022). Emergency remote teaching and learning vs face-to-face: When are students more likely to fall behind? South African Journal of Higher Education, 36(5). https://doi.org/10.20853/36-5-4666 Kohoulat, N., Hayat, A. A., Dehghani, M. R., Kojuri, J., & Amini, M. (2017). Medical students’ academic emotions: the role of perceived learning environment. PubMed Central (PMC). https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5346172/ Kresse, W., & Watland, K. H. (2016). Thinking outside the Box Office: Using Movies to Build Shared Experiences and Student Engagement in Online or Hybrid Learning. Journal of Learning in Higher Education, 12(1), 59-64. Krumhuber, E. G., Kappas, A., & Manstead, A. S. R. (2013). Effects of Dynamic Aspects of Facial Expressions: A Review. Emotion Review, 5(1), 41–46. https://doi.org/10.1177/1754073912451349 Keyes, C. L. M., Wissing, M., Potgieter, J. P., Temane, M., Kruger, A., & van Rooy, S. (2008). Evaluation of the mental health continuum–short form (MHC–SF) in setswana-speaking South Africans. Clinical Psychology & Psychotherapy, 15(3), 181–192. https://doi.org/10.1002/cpp.572 Li, L., Gow, A. D. I., & Zhou, J. (2020). The Role of Positive Emotions in Education: A Neuroscience Perspective. Mind, Brain, and Education, 14(3), 220–234. https://doi.org/10.1111/mbe.12244 Lindqvist, H., Weurlander, M., Wernerson, A., & Thornberg, R. (2017). Resolving feelings of professional inadequacy: Student teachers’ coping with distressful situations. Teaching and Teacher Education, 64, 270–279. https://doi.org/10.1016/j.tate.2017.02.019 Lopez, C. E. (2015). Un modelo de investigación orientado a la implementación de programas estructurados en ambientes virtuales de aprendizaje. Dialnet. https://dialnet.unirioja.es/servlet/articulo?codigo=7558484 Lovón, M. A., & Cisneros, S. A. (2020). Repercusiones de las clases virtuales en los estudiantes universitarios en el contexto de la cuarentena por COVID-19: El caso de la PUCP. Propósitos Y Representaciones, 8(SPE3). https://doi.org/10.20511/pyr2020.v8nspe3.588 Marques, A. M., Fóz, A. Q. B., Lopes, E. G. Q., & Tanaka, L. H. (2020). Emotional education program: a participative intervention with teachers. Qualitative Research Journal, 21(3), 274–285. https://doi.org/10.1108/qrj-07-2019-0052 Matsumoto, D. (1990). Cultural similarities and differences in display rules. Motivation and Emotion, 14(3), 195–214. https://doi.org/10.1007/bf00995569 Maya, N., & Rivero, R. (2012). Neurociencia y Educación: Una aproximación interdisciplinar. Neurociencia Y EducaciÓN: Una AproximaciÓN Interdisciplinar. https://repositorio.uam.es/handle/10486/678991 Mellouk, W., & Handouzi, W. (2020). Facial emotion recognition using deep learning: review and insights. Procedia Computer Science, 175, 689–694. https://doi.org/10.1016/j.procs.2020.07.101 Meyer, D. K., & Turner, J. C. (2002). Discovering Emotion in Classroom Motivation Research. Educational Psychologist, 37(2), 107–114. https://doi.org/10.1207/s15326985ep3702_5 Moga, H., Sandu, F., Danciu, G. M., Boboc, R., & Constantinescu, I. (2013). Extended control-value emotional agent based on fuzzy logic approach. 2013 11th RoEduNet International Conference. https://doi.org/10.1109/roedunet.2013.6511734 Morales, M. G., Moreno, K. C., Romano, M. M. D. S., & García, M. D. R. (2020). Gestión del conocimiento, a través de plataformas y herramientas digitales de aprendizaje ante la migración de clases presenciales a en línea. Revista Geon (Gestión, Organizaciones Y Negocios), 7(2), 1–19. https://doi.org/10.22579/23463910.217 Morcom, V. (2014). Scaffolding social and emotional learning in an elementary classroom community: A sociocultural perspective. International Journal of Educational Research, 67, 18–29. https://doi.org/10.1016/j.ijer.2014.04.002 Moro, C., Birt, J., Stromberga, Z., Phelps, C., Clark, J., Glasziou, P., & Scott, A. M. (2021). Virtual and Augmented Reality Enhancements to Medical and Science Student Physiology and Anatomy Test Performance: A Systematic Review and Meta‐Analysis. Anatomical Sciences Education, 14(3), 368–376. https://doi.org/10.1002/ase.2049 Nash, G., Crimmins, G., & Oprescu, F. (2015). If first-year students are afraid of public speaking assessments what can teachers do to alleviate such anxiety? Assessment & Evaluation in Higher Education, 41(4), 586–600. https://doi.org/10.1080/02602938.2015.1032212 Pakdaman, M., Nazari Moghadam, M., Dehghan, H. R., Dehghani, A., & Namayandeh, M. (2019). Evaluation of the Cost-Effectiveness of Virtual and Traditional Education Models in Higher Education: A Systematic Review. Health Technology Assessment in Action. https://doi.org/10.18502/htaa.v3i1.5715 Pekrun, R. (2014). Emotions and learning. Geneva, Switzerland: International Academy of Education (IAE). Pekrun, R., Elliot, A. J., & Maier, M. A. (2009). Achievement goals and achievement emotions: Testing a model of their joint relations with academic performance. Journal of Educational Psychology, 101(1), 115–135. https://doi.org/10.1037/a0013383 Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic Emotions in Students’ Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research. Educational Psychologist, 37(2), 91–105. https://doi.org/10.1207/s15326985ep3702_4 Peña, A., Rangel, N., Muñoz, M., Mejia, J., & Lara, G. (2016). Affective Behavior and Nonverbal Interaction in Collaborative Virtual Environments. Journal of Educational Technology & Society, 19(2), 29–41. http://www.jstor.org/stable/jeductechsoci.19.2.29 Plakhotnik, M. S., Volkova, N. V., Jiang, C., Yahiaoui, D., Pheiffer, G., McKay, K., Newman, S., & Reißig-Thust, S. (2021). The Perceived Impact of COVID-19 on Student Well-Being and the Mediating Role of the University Support: Evidence From France, Germany, Russia, and the UK. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.642689 Purves, D., Augustine, G. J., Fitzpatrick, D., Hall, W., LaMantia, A. S., & White, L. (2019). Neurosciences. De Boeck Supérieur. Radoff, J., Jaber, L. Z., & Hammer, D. (2019). “It’s Scary but It’s Also Exciting”: Evidence of Meta-Affective Learning in Science. Cognition and Instruction, 37(1), 73–92. https://doi.org/10.1080/07370008.2018.1539737 Ramírez, F. (2021). Las emociones positivas en torno al aprendizaje significativo en posgrado. Educación Superior, 8(2), 67-76. http://www.scielo.org.bo/scielo.php?script=sci_arttext&pid=S2518-82832021000200009&lng=es&tlng=es Rowe, A., & Fitness, J. (2018). Understanding the Role of Negative Emotions in Adult Learning and Achievement: A Social Functional Perspective. Behavioral Sciences, 8(2), 27. https://doi.org/10.3390/bs8020027 Rubin, R. B., Palmgreen, P., & Sypher, H. E. (2020). Affective Learning. Communication Research Measures, 81–85. https://doi.org/10.4324/9781003064343-8 Ruiz, E., Cruz, J. L., Aguirre, C. G., Corona, V. G., & Lemus Amescua, E. V. (2022). Comparación de la motivación en alumnos(as) universitarios(as) de modalidad virtual/virtual versus presencial/virtual desde el MSLQ. Revista mexicana de investigación educativa, 27(93), 369-386. Russell, K., Allan, S., Beattie, L., Bohan, J., MacMahon, K., & Rasmussen, S. (2019). Sleep problem, suicide and self-harm in university students: A systematic review. Sleep Medicine Reviews, 44, 58–69. https://doi.org/10.1016/j.smrv.2018.12.008 Ryff, C., & Singer, B. (2008). Know Thyself and Become What You Are: A Eudaimonic Approach to Psychological Well-Being. Journal of Happiness Studies, 9(1), 13-39. https://doi.org/10.1007/s10902-006-9019-0 Sánchez, J. (2013). Búsqueda de ayuda académica, autoeficacia social académica y emociones de logro en clase en estudiantes universitarios. Revista Argentina de Ciencias del Comportamiento 5 (1), 35-41. http://www.redalyc.org/articulo.oa?id=333427385006 Schutte, N. S., Malouff, J. M., Simunek, M., McKenley, J., & Hollander, S. (2002). Characteristic emotional intelligence and emotional well-being. Cognition and Emotion, 16(6), 769–785. https://doi.org/10.1080/02699930143000482 Soffer, T., & Nachmias, R. (2018). Effectiveness of learning in online academic courses compared with face-to-face courses in higher education. Journal of Computer Assisted Learning, 34(5), 534–543. https://doi.org/10.1111/jcal.12258 https://www.scielo.org.mx/scielo.php?pid=S1405-66662022000200369&script=sci_abstract&tlng=en Timoštšuk, I., & Ugaste, A. (2012). The role of emotions in student teachers’ professional identity. European Journal of Teacher Education, 35(4), 421–433. https://doi.org/10.1080/02619768.2012.662637 Tu, C. H., & McIsaac, M. (2002). The Relationship of Social Presence and Interaction in Online Classes. American Journal of Distance Education, 16(3), 131–150. https://doi.org/10.1207/s15389286ajde1603_2 Urhahne, D. (2015). Teacher behavior as a mediator of the relationship between teacher judgment and students’ motivation and emotion. Teaching and Teacher Education, 45, 73–82. https://doi.org/10.1016/j.tate.2014.09.006 Urzúa, A., & Caqueo-Urízar, A. (2012). Quality of life: A theoretical review. Terapia psicológica, 30(1), 61-71. https://dx.doi.org/10.4067/S0718-48082012000100006 Villavicencio, F. T., & Bernardo, A. B. I. (2013). Positive academic emotions moderate the relationship between self-regulation and academic achievement. British Journal of Educational Psychology, 83(2), 329–340. https://doi.org/10.1111/j.2044-8279.2012.02064.x Wallgrün, J. O., Chang, J. S. K., Zhao, J., Trenham, P., Sajjadi, P., Simpson, M., & Klippel, A. (2022). Place-based education through immersive virtual experiences — preparing biology students for the field. Journal of Biological Education, 1–24. https://doi.org/10.1080/00219266.2022.2067580 Wedel, M., & Pieters, R. (2006). Eye Tracking for Visual Marketing. Foundations and Trends® in Marketing, 1(4), 231–320. https://doi.org/10.1561/1700000011 Weiner, B. (1985). An attributional theory of achievement motivation and emotion. Psychological Review, 92(4), 548–573. https://doi.org/10.1037/0033-295x.92.4.548 Williams, K. H., Childers, C., & Kemp, E. (2013). Stimulating and Enhancing Student Learning Through Positive Emotions. Journal of Teaching in Travel & Tourism, 13(3), 209–227. https://doi.org/10.1080/15313220.2013.813320 Wu, C., Gong, X., Luo, L., Zhao, Q., Hu, S., Mou, Y., & Jing, B. (2021). Applying Control-Value Theory and Unified Theory of Acceptance and Use of Technology to Explore Pre-service Teachers’ Academic Emotions and Learning Satisfaction. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.738959 Xu, P., Peng, S., Luo, Y. J., & Gong, G. (2021). Facial expression recognition: A meta-analytic review of theoretical models and neuroimaging evidence. Neuroscience & Biobehavioral Reviews, 127, 820–836. https://doi.org/10.1016/j.neubiorev.2021.05.023 Yavuz, M., Gülmez, D., & Özkaral, T. C. (2016). Cognitive and Affective Features of Vocational High School Students. TED EĞİTİM VE BİLİM, 41(187). https://doi.org/10.15390/eb.2016.5238 Zayas, V., & Shoda, Y. (2005). Do Automatic Reactions Elicited by Thoughts of Romantic Partner, Mother, and Self Relate to Adult Romantic Attachment? Personality and Social Psychology Bulletin, 31(8), 1011–1025. https://doi.org/10.1177/0146167204274100 Zhang, W., Wang, Y., Yang, L., & Wang, C. (2020). Suspending Classes Without Stopping Learning: China’s Education Emergency Management Policy in the COVID-19 Outbreak. Journal of Risk and Financial Management, 13(3), 55. https://doi.org/10.3390/jrfm13030055 Zhao, G., Fan, M., Yuan, Y., Zhao, F., & Huang, H. (2021). The comparison of teaching efficiency between virtual reality and traditional education in medical education: a systematic review and meta-analysis. Annals of Translational Medicine, 9(3), 252–252. https://doi.org/10.21037/atm-20-2785