Psychometric properties of a scale to measure online teaching styles in university teachers
DOI:
https://doi.org/10.5944/ried.28.2.43564Keywords:
online education, teaching styles, university teachers, measurement, validityAbstract
Teaching styles are related to students' academic engagement and motivation. They significantly influence their satisfaction and perception of the online learning process. This highlights the need for psychometrically robust instruments that reflect the particularities of online education environments. The literature review showed that there are multiple scales on teaching styles designed for face-to-face contexts; however, there are limited specific proposals for virtual environments. The study aimed to analyze the psychometric properties of a scale designed to measure online teaching styles (OTS) in university teachers. A total of 240 teachers participated, completing a 28-item scale organized into four dimensions (designer, corrector, mediator, and facilitator) and evaluated with a five-point Likert scale. Content validity was established by a judgment of three experts, obtaining a content validity index (S-CVI) of .99. Confirmatory Factor Analysis (CFA) showed a satisfactory fit for a 16-item scale (CFI=.97, TLI=.96, RMSEA=.03), confirming the four theoretical dimensions. In addition, evidence of factorial invariance between sexes was found. Cronbach's alpha and McDonald's omega coefficients ranged between .67 and .71 (.84 overall), reflecting acceptable internal consistency. In conclusion, a scale with solid evidence of validity and reliability is presented, which positions it as a useful tool to evaluate online teaching styles and contribute to the improvement of pedagogical practices in digital environments.
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Abell, N., Cain, M., & Cheng-Yuan, C. L. (2016). Essential attributes for online success: Student learning preferences and faculty teaching styles. International Journal on E-Learning, 15(4), 401-422. http://bit.ly/411UKAl
Abello, D. M., Tapia, J. A., & Panadero-Calderón, E. (2020). Development and validation of the Teaching Styles Inventory for Higher Education (TSIH). Anales de Psicología/Annals of Psychology, 36(1), 143-154. https://doi.org/10.6018/analesps.370661
Ajzen, I. (2005). Attitudes, personality, and behavior. Open University Press.
Almanasreh, E., Moles, R., & Chen, T. F. (2019). Evaluation of methods used for estimating content validity. Research in Social and Administrative Pharmacy, 15(2), 214-221. https://doi.org/10.1016/j.sapharm.2018.03.066
American Educational Research Association, American Psychological Association, & National Council on Measurement in Education (Eds.). (2014). Estándares para pruebas educativas y psicológicas. American Educational Research Association.
Arabit García, J., Prendes Espinosa, M. P., & Serrano Sánchez, J. L. (2021). La enseñanza de STEM en Educación Primaria desde una perspectiva de género. Revista Fuentes, 23(1), 64-76. https://doi.org/10.12795/revistafuentes.2021.v23.i1.12266
Arbabisarjou, A., Akbarilakeh, M., Soroush, F., & Payandeh, A. (2020). Validation and normalization of Grasha-Riechmann Teaching Style Inventory in faculty members of Zahedan University of Medical Sciences. Advances in Medical Education and Practice, 11, 305-312. https://doi.org/10.2147/AMEP.S244313
Arenas-Martinez, R., & Ramírez-Martinez, I. (2024). Certezas e incertidumbres sobre el abandono estudiantil en la Universidad Autónoma Juan Misael Saracho durante la pandemia del COVID-19. 593 Digital Publisher CEIT, 9(5), 37-46. https://doi.org/10.33386/593dp.2024.5.2574
Arslan, O., Gülbahar, Y., Rapp, C., & Deniz, K. Z. (2014). Development and pilot implementation of online teaching style survey (OTSS). In J. Viteli & M. Leikomaa (Eds.), Proceedings of EdMedia 2014-World Conference on Educational Media and Technology (pp. 1530-1535). Association for the Advancement of Computing in Education (AACE). https://www.learntechlib.org/primary/p/147682/
Bandalos, D. L., & Finney, S. J. (2019). Factor analysis: Exploratory and confirmatory. In G. R. Hancock & R. O. Mueller (Eds.), The reviewer's guide to quantitative methods in the social sciences (pp. 98-122). Routledge. https://doi.org/10.4324/9781315755649-8
Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman.
Bartholomew, K. J., Ntoumanis, N., Mouratidis, A., Katartzi, E., Thøgersen-Ntoumani, C., & Vlachopoulos, S. (2018). Beware of your teaching style: A school-year long investigation of controlling teaching and student motivational experiences. Learning and Instruction, 53, 50-63. https://doi.org/10.1016/j.learninstruc.2017.07.006
Batista, G. D. P., Labatut Portilho, E. M., & Rufini, S. É. (2015). Evidence of validity for the Portilho/Banas teaching style questionnaire. Paidéia (Ribeirão Preto), 25(62), 317-324. https://doi.org/10.1590/1982-43272562201505
Blunch, N. J. (2013). Introduction to structural equation modeling using IBM SPSS Statistics and AMOS. SAGE. https://doi.org/10.4135/9781526402257
Brown, T. A. (2015). Confirmatory factor analysis for applied research (2nd ed.). The Guilford Press.
Burel, N., Tessier, D., & Langdon, J. (2021). Are teachers' subjective feelings linked with need-supportive and need-thwarting motivating styles? A cross-lagged pilot study in physical education. European Journal of Psychology of Education, 36(4), 1221-1241. https://doi.org/10.1007/s10212-020-00517-x
Byrne, B. M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programming (2nd ed.). Routledge/Taylor & Francis Group.
Castillo Salcido, P. F., García Martínez, R., Hernández Gómez, J. A., Poblano Ojinaga, E. R., & Noriega Morales, S. A. (2024). Validez de contenido de un instrumento de medición para medir el éxito en la implementación del TPM. Revista Iberoamericana para la Investigación y el Desarrollo Educativo, 14(28), Artículo e674. https://doi.org/10.23913/ride.v14i28.1928
Chan, D. W. (2009). Orientations to happiness and subjective well-being among Chinese prospective and in-service teachers in Hong Kong. Educational Psychology, 29(2), 139-151. https://doi.org/10.1080/01443410802570907
Cuadra-Martínez, D., Castro-Carrasco, P. J., Sandoval-Díaz, J., Pérez-Zapata, D., & Mora Dabancens, D. (2020). COVID-19 y comportamiento psicológico: Revisión sistemática de los efectos psicológicos de las pandemias del siglo XXI. Revista Médica de Chile, 148(8), 1139-1154. https://doi.org/10.4067/S0034-98872020000801139
Delgado, G. (2023). Efectos Psicológicos causados por la COVID-19 en los estudiantes con discapacidad y sus progenitores. RETOS XXI, 7(1), 1-13. https://doi.org/10.30827/retosxxi.7.2023.24319
Deseo, R. S., Teaño, M. E. J., Steven, J., & Hayg, S. C. (2024). Mental health amidst pandemic: Predictor of online teaching style and readiness among educators. International Journal of Research in Education Humanities and Commerce, 5(5), 238-250. https://doi.org/10.37602/IJREHC.2024.5517
DeVellis, R. F. (2017). Scale development: Theory and applications (4th ed.). Sage.
Eagly, A. H., & Wood, W. (2012). Social role theory. In P. A. M. Van Lange, A. W. Kruglanski, & E. T. Higgins (Eds.), Handbook of theories of social psychology (Vol. 2, pp. 458-476). Sage. https://doi.org/10.4135/9781446249222.n49
El-Soussi, A. (2022). The shift from face-to-face to online teaching due to COVID-19: Its impact on higher education faculty's professional identity. International Journal of Educational Research Open, 3, Article 100139. https://doi.org/10.1016/j.ijedro.2022.100139
Espada, M., Fernández, M., & Calero, J. C. (2019). Validación de la versión española del cuestionario de uso y percepción del espectro de estilos de enseñanza en educación física. Revista Mexicana de Investigación Educativa, 24(80), 271-285. https://bit.ly/3AXAsiK
Franker, K. A. (2016). The influence of teaching style on instructor satisfaction with teaching fully online courses (Publication No. 10124138) [Doctoral dissertation, Edgewood College]. ProQuest Dissertations and Theses Global. https://bit.ly/3T4BlM4
Frenzel, A. C. (2014). Teacher emotions. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 494-519). Routledge.
Funder, D. C., & Ozer, D. J. (2019). Evaluating effect size in psychological research: Sense and nonsense. Advances in Methods and Practices in Psychological Science, 2(2), 156-168. https://doi.org/10.1177/2515245919847202
Furr, R. M. (2011). Scale construction and psychometrics for social and personality psychology. SAGE. https://doi.org/10.4135/9781446287866
Furr, R. M. (2022). Psychometrics: An introduction (4th ed.). SAGE Publications.
García-Aranda, P. C., Pérez-Polanco, P. O., & Canto-Herrera, P. J. (2017). Los profesores de bachillerato y sus estilos de uso del espacio virtual. Revista de Estilos de Aprendizaje, 10(19), 112-134. https://doi.org/10.55777/rea.v10i19.1072
Garrison, D. R., Cleveland-Innes, M., & Fung, T. S. (2010). Exploring causal relationships among teaching, cognitive and social presence: Student perceptions of the community of inquiry framework. The Internet and Higher Education, 13(1-2), 31-36. https://doi.org/10.1016/j.iheduc.2009.10.002
González, A., Conde, Á., Díaz, P., García, M., & Ricoy, C. (2018). Instructors' teaching styles: Relation with competences, self-efficacy, and commitment in pre-service teachers. Higher Education, 75(4), 625-642. https://doi.org/10.1007/s10734-017-0160-y
González-Peiteado, M., López-Castedo, A., & Pino-Juste, M. (2012). Análisis psicométrico de una escala sobre estilos de enseñanza (ESEE). Enseñanza & Teaching, 31(1), 181-198. https://bit.ly/3VVxaSD
Grasha, A. F. (1994). A matter of style: The teacher as expert, formal authority, personal model, facilitator, and delegator. College Teaching, 42(4), 142–-149. https://doi.org/10.1080/87567555.1994.9926845
Grasha, A. F. (1996). Teaching with style: A guide to enhancing learning by understanding teaching and learning styles. Alliance Publishers.
Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2010). Multivariate data analysis (7th ed.). Pearson Prentice Hall.
Hancock, G. R., & Liu, M. (2012). Bootstrapping standard errors and data-model fit statistics in structural equation modeling. In R. H. Hoyle (Ed.), Handbook of structural equation modeling (pp. 296-306). The Guilford Press.
Hidalgo-Cabrillana, A., & Lopez-Mayan, C. (2018). Teaching styles and achievement: Student and teacher perspectives. Economics of Education Review, 67, 184-206. https://doi.org/10.1016/j.econedurev.2018.10.009
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1-55. https://doi.org/10.1080/10705519909540118
Hurriyetoglu, N., & Kilicoglu, E. (2020). Teaching styles scale: Validity and reliability study. Educational Policy Analysis and Strategic Research, 15(2), 222-237. https://doi.org/10.29329/epasr.2020.251.12
Katz, M. H. (2006). Multivariable analysis (2nd ed.). Cambridge University Press. https://doi.org/10.1017/CBO9780511811692
Kebritchi, M., Lipschuetz, A., & Santiague, L. (2017). Issues and challenges for teaching successful online courses in higher education: A literature review. Journal of Educational Technology Systems, 46(1), 4-29. https://doi.org/10.1177/0047239516661713
Kline, R. B. (2016). Principles and practice of structural equation modeling (4th ed.). Guilford Press.
Krosnick, J. A., & Presser, S. (2010). Question and questionnaire design. In P. V. Marsden & J. D. Wright (Eds.), Handbook of survey research (2nd ed., pp. 264-313). Emerald.
Laudadío, J. (2012). Evaluación de estilos de enseñanza en la universidad: Estudio preliminar de las propiedades psicométricas del Cuestionario sobre la Orientación Docente del Profesor Universitario (CODPU). Interdisciplinaria, 29(1), 79-93. https://doi.org/10.16888/interd.2012.29.1.5
Leino, R. K., Gardner, M. R., Cartwright, T., & Döring, A. K. (2024). Engagement in a virtual learning environment predicts academic achievement in research methods modules: A longitudinal study combining behavioral and self-reported data. Scholarship of Teaching and Learning in Psychology, 10(2), 149. https://doi.org/10.1037/stl0000281
Leung, K. K., Lue, B. H., & Lee, M. B. (2003). Development of a teaching style inventory for tutor evaluation in problem-based learning. Medical Education, 37(5), 410-416. https://doi.org/10.1046/j.1365-2923.2003.01493.x
Lozano, L. M., García-Cueto, E., & Muñiz, J. (2008). Effect of the number of response categories on the reliability and validity of rating scales. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 4(2), 73-79. https://doi.org/10.1027/1614-2241.4.2.73
Lozano-Rodríguez, A., & Flores-Fahara, M. (2010). Online teaching styles: A study in distance education. International Journal of University Teaching and Faculty, 1(2), 1-14. https://repositorio.tec.mx/handle/11285/578001?locale-attribute=es
Lyubomirsky, S., King, L., & Diener, E. (2005). The benefits of frequent positive affect: Does happiness lead to success? Psychological Bulletin, 131(6), 803-855. https://doi.org/10.1037/0033-2909.131.6.803
Lyubomirsky, S., & Lepper, H. S. (1999). A measure of subjective happiness: Preliminary reliability and construct validation. Social Indicators Research, 46(2), 137-155. https://doi.org/10.1023/A:1006824100041
Malay, J., Kassab, S. E., Merghani, T. H., Rathan, R., & Sreejith, A. (2022). Faculty and students' perceptions about online teaching styles of faculty in large group lectures. Advances in Medical Education and Practice, 13, 1261-1266. https://doi.org/10.2147/AMEP.S377351
Malay, J., Rangraze, I. R., Merghani, T. H., & Kassab, S. E. (2024). Description of medical students' behavioral, cognitive, and psychological engagement with faculty online teaching styles. Advances in Medical Education and Practice, 15, 121-132. https://doi.org/10.2147/AMEP.S448779
Merino-Barrero, J. A., Valero-Valenzuela, A., & Moreno-Murcia, J. A. (2017). Análisis psicométrico del Cuestionario Estilos de Enseñanza en Educación Física (EEEF). Revista Internacional de Medicina y Ciencias de la Actividad Física y del Deporte, 17(66), 225-241. https://doi.org/10.15366/rimcafd2017.66.002
Mori, G., Bactindon, E., Dublado, K. K., Garcia, J., & Gimo, J. (2023). Online teaching styles and age, sex, and degree program: A correlational-descriptive study. Ho Chi Minh City Open University Journal of Science - Social Sciences, 13(1), 144-159. https://doi.org/10.46223/HCMCOUJS.soci.en.13.1.2590.2023
Muthén, B., & Kaplan, D. (1985). A comparison of some methodologies for the factor analysis of non-normal Likert variables. British Journal of Mathematical and Statistical Psychology, 38(2), 171-189. https://doi.org/10.1111/j.2044-8317.1985.tb00832.x
Navarro-Patón, R., Arufe-Giráldez, V., Mecías-Calvo, M., & Lago-Ballesteros, J. (2020). Análisis de las preferencias metodológicas del profesorado gallego de Educación Física en Educación Infantil y Primaria en función del género y los años de experiencia docente. Publicaciones, 50(3), 163-178. https://doi.org/10.30827/publicaciones.v50i3.15775
Noguez Ortiz, J. C. (2024). Importancia de los estilos de aprendizaje como estrategia en la enseñanza en una universidad privada en México. MLS Educational Research, 8(2), 375-390. https://doi.org/10.29314/mlser.v8i2.2301
Palacios-Rodríguez, A., Llorente-Cejudo, C., Lucas, M., & Bem-haja, P. (2025). Macroassessment of teachers' digital competence. DigCompEdu study in Spain and Portugal [Macroevaluación de la competencia digital docente. Estudio DigCompEdu en España y Portugal]. RIED-Revista Iberoamericana de Educación a Distancia, 28(1), 177-196. https://doi.org/10.5944/ried.28.1.41379
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903. https://doi.org/10.1037/0021-9010.88.5.879
Polit, D. F., Beck, C. T., & Owen, S. V. (2007). Is the CVI an acceptable indicator of content validity? Appraisal and recommendations. Research in Nursing & Health, 30(4), 459-467. https://doi.org/10.1002/nur.20199
Rakha, A. H. (2023). The impact of Blackboard Collaborate breakout groups on the cognitive achievement of physical education teaching styles during the COVID-19 pandemic. PLoS ONE, 18(1), Article e0279921. https://doi.org/10.1371/journal.pone.0279921
Romero-Félix, K. N. (2023). Relaciones entre los estilos de enseñanza en línea y relaciones de cuidado en el clima del aula virtual [Tesis doctoral, Instituto Tecnológico de Sonora]. Repositorio institucional del Instituto Tecnológico de Sonora. http://sib2.itson.mx/cgi-bin/koha/opac-detail.pl?biblionumber=261851
Sanje, G., & Varnali, K. (2014). The effects of teaching style and internet self-efficacy on instructors' attitudes toward online education in higher education. American International Journal of Contemporary Research, 4(7), 35-43. https://bit.ly/4gbQzYR
Scherer, R., Siddiq, F., & Tondeur, J. (2019). The technology acceptance model (TAM): A meta-analytic structural equation modeling approach to explaining teachers' adoption of digital technology in education. Computers & Education, 128, 13-35. https://doi.org/10.1016/j.compedu.2018.09.009
Shaari, A. S., Yusoff, N. M., Ghazali, I. M., Osman, R. H., & Dzahir, N. F. M. (2014). The relationship between lecturers' teaching style and students' academic engagement. Procedia-Social and Behavioral Sciences, 118, 10-20. https://doi.org/10.1016/j.sbspro.2014.02.002
Silva, B. D. (2017). Estilos de e-tutoria: Um estudo no âmbito da UAB no Ceará. Revista de Estilos de Aprendizaje, 10(19). https://doi.org/10.55777/rea.v10i19.1075
Silva-Vera, F., Esteves-Fajardo, Z. I., & Melgar-Ojeda, K. A. (2023). Formación integral del estudiante: Análisis comparativo en modalidad presencial y virtual. Revista Arbitrada Interdisciplinaria Koinonía, 8(1), 172-191. https://doi.org/10.35381/r.k.v8i1.2779
Soleimani, N. (2020). ELT teachers' epistemological beliefs and dominant teaching style: A mixed method research. Asian-Pacific Journal of Second and Foreign Language Education, 5, Article 1. https://doi.org/10.1186/s40862-020-00094-y
Soussi, K. (2020). Web-based learning: Characteristics, practices, challenges, and recommendations. International Journal of Science and Research, 9(3), 936-943. https://bit.ly/40ZFeVU
Sternberg, R. J. (1997). Thinking styles. Cambridge University Press. https://doi.org/10.1017/CBO9780511584152
Usart, M., Lázaro, J. L., & Gisbert, M. (2021). Validation of a tool for self-evaluating teacher digital competence. Educación XX1, 24(1), 353-373. https://doi.org/10.5944/educxx1.27080
Valdés-Cuervo, A. A., García Vázquez, F. I., Torres Acuña, G. M., Urías Murrieta, M., & Grijalva Quiñonez, C. S. (2019). Medición en investigación educativa con apoyo del SPSS y el AMOS. Clave Editorial. https://bit.ly/44FCluc
Valdez, L. A. (2022). El clima social escolar y la agresión proactiva y reactiva en adolescentes: El rol mediador de la felicidad subjetiva [Tesis de maestría, Instituto Tecnológico de Sonora]. Biblioteca del Instituto Tecnológico de Sonora. http://biblioteca.itson.mx/dac_new/tesis/2553.pdf
Vieira Barros, D. M., Alonso García, C., & Ferreira do Amaral, S. (2008). Estilo de uso do espaço virtual. Revista de Estilos de Aprendizaje, 1(1), 88-108. https://doi.org/10.55777/rea.v1i1.865
Vikas, S., & Mathur, A. (2022). An empirical study of student perception towards pedagogy, teaching style and effectiveness of online classes. Education and Information Technologies, 27(1), 589-610. https://doi.org/10.1007/s10639-021-10793-9
Wang, S., Chiu, T. K. F., Zhao, L., & He, W. (2024). Teacher motivating styles and undergraduates' self-regulation of their online learning experience. Distance Education. Advance online publication. https://doi.org/10.1080/01587919.2024.2383764
Yirci, R., Özalp, U., & Kocabas, I. (2018). Relationship between mentor teachers' mentoring functions and beginning teachers' subjective happiness. Educational Administration: Theory & Practice, 24(2), 387-435. https://doi.org/10.14527/kuey.2018.010
Zante, B., & Klasen, J. M. (2021). Learner-centered education: ICU residents' expectations of teaching style and supervision level. BMC Medical Education, 21(1), Article 399. https://doi.org/10.1186/s12909-021-02844-z
Zinn, L. M. (2004). Identifying your philosophical orientation. In M. W. Galbraith (Ed.), Adult learning methods: A guide for effective instruction (3rd ed., pp. 37-72). Krieger Publishing.
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