Jonatan Castaño-Muñoz
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Jonatan Castaño-Muñoz has a total of 43 co-authors. Here are the top co-authors by number of shared publications:
- Josep Maria Duart
Universitat Oberta de Catalunya
7 shared publications - Marco Kalz
Institute for Arts, Music and Media, Heidelberg University of Education, Heidelberg, Germany
5 shared publications - Karel Kreijns
Faculty of Educational Sciences, Open Universiteit, Heerlen, Netherlands
4 shared publications - Martin Carnoy
Stanford University
3 shared publications Yves Punie
Joint Research Centre, European Commission, Seville, Spain
3 shared publications- Celia Moreno-Morilla
Teaching and Educational Organisation, Faculty of Education Sciences, University of Seville, Seville, Spain
2 shared publications
Latest Publications
- Open Access
- 30 June 2026
- Published by UNED - Universidad Nacional de Educacion a Distancia in Educación XX1
- Vol. 29 (2) , 177-214
La Formación Inicial del Profesorado en España: Una evaluación de la Competencia Digital Docente a través del Marco DigCompEdu
La transformación digital demanda docentes digitalmente competentes, capaces de integrar herramientas digitales en su enseñanza y de desarrollar la competencia digital en su alumnado. Esta investigación analiza en qué medida la planificación de la formación inicial del profesorado en España, definida en las memorias de verificación de los títulos que habilitan para el ejercicio de la profesión docente, incluye la Competencia Digital Docente (CDD). La investigación se basa en el Marco Europeo para la Competencia Digital de los Educadores (DigCompEdu), referente del Marco de Referencia de la Competencia Digital Docente adoptado en España. Sin embargo, a diferencia de la mayoría de las investigaciones centradas en el autodiagnóstico de los docentes en activo, este estudio analiza la integración de la CDD en los documentos de planificación de la formación inicial del profesorado. En concreto, realizamos un análisis exhaustivo de los planes de estudio de todos los Grados de Educación Infantil (n=75) y Educación Primaria (n=78), así como del Máster en Formación del Profesorado(n=103) inscritos en el RUCT hasta julio de 2023, y determinamos el nivel de integración de las seis áreas definidas en DigCompEdu. Se realizó un análisis descriptivo de la frecuencia de aparición de las áreas y competencias del marco DigCompEdu. Este análisis se complementó con un estudio de la distribución delas áreas en las memorias de verificación y de las competencias dentro de cada área. Por último, también se ha analizado si las áreas están desigualmente distribuidas entre las distintas titulaciones. Los resultados muestran un importante desfase entre las competencias digitales previstas en las memorias de verificación y las requeridas para el ejercicio profesional. Si bien se observa un énfasis en la selección de recursos y la enseñanza, áreas clave como la evaluación, el empoderamiento estudiantil y la pedagogía digital innovadora están menos presentes. Estos resultados muestran que la formación inicial no necesariamente lleva a una adecuada preparación para las demandas del mercado laboral. En consecuencia, indican la necesidad de revisar la planificación de los programas universitarios, así como la legislación que la orienta. El objetivo es asegurar una formación integral que dote a los futuros docentes de las competencias digitales necesarias para su ejercicio profesional.
- 30 June 2026
- Published by UNED - Universidad Nacional de Educacion a Distancia in Educación XX1
- Vol. 29 (2) , 177-214
Open AccessLa Formación Inicial del Profesorado en España: Una evaluación de la Competencia Digital Docente a través del Marco DigCompEdu
La transformación digital demanda docentes digitalmente competentes, capaces de integrar herramientas digitales en su enseñanza y de desarrollar la competencia digital en su alumnado. Esta investigación analiza en qué medida la planificación de la formación inicial del profesorado en España, definida en las memorias de verificación de los títulos que habilitan para el ejercicio de la profesión docente, incluye la Competencia Digital Docente (CDD). La investigación se basa en el Marco Europeo para la Competencia Digital de los Educadores (DigCompEdu), referente del Marco de Referencia de la Competencia Digital Docente adoptado en España. Sin embargo, a diferencia de la mayoría de las investigaciones centradas en el autodiagnóstico de los docentes en activo, este estudio analiza la integración de la CDD en los documentos de planificación de la formación inicial del profesorado. En concreto, realizamos un análisis exhaustivo de los planes de estudio de todos los Grados de Educación Infantil (n=75) y Educación Primaria (n=78), así como del Máster en Formación del Profesorado(n=103) inscritos en el RUCT hasta julio de 2023, y determinamos el nivel de integración de las seis áreas definidas en DigCompEdu. Se realizó un análisis descriptivo de la frecuencia de aparición de las áreas y competencias del marco DigCompEdu. Este análisis se complementó con un estudio de la distribución delas áreas en las memorias de verificación y de las competencias dentro de cada área. Por último, también se ha analizado si las áreas están desigualmente distribuidas entre las distintas titulaciones. Los resultados muestran un importante desfase entre las competencias digitales previstas en las memorias de verificación y las requeridas para el ejercicio profesional. Si bien se observa un énfasis en la selección de recursos y la enseñanza, áreas clave como la evaluación, el empoderamiento estudiantil y la pedagogía digital innovadora están menos presentes. Estos resultados muestran que la formación inicial no necesariamente lleva a una adecuada preparación para las demandas del mercado laboral. En consecuencia, indican la necesidad de revisar la planificación de los programas universitarios, así como la legislación que la orienta. El objetivo es asegurar una formación integral que dote a los futuros docentes de las competencias digitales necesarias para su ejercicio profesional.
- Open Access
- 21 January 2026
- Published by Springer Nature in International Journal of Educational Technology in Higher Education
- Vol. 23 (1) , 2
Are postgraduate programs enabling technological and instructional leadership among future school leaders? An institutional case study
It is important that higher education institutions equip future school leaders with a holistic view of teachers' digital competence. This qualitative study explores the conceptual understanding of teacher digital competence among future school leaders in Spain, comparing their perspectives with the DigCompEdu framework. A total of 41 students enrolled in a master's programme in school management participated, responding to a single open question about the use of technology in teaching practice. Data were analysed using content analysis, comparing the responses with the 22 competences of the DigCompEdu framework. The findings reveal limitations in their understanding of the full scope of teacher digital competence. While participants acknowledged basic uses of technology in teaching, learning and professional engagement, they demonstrated conceptual gaps in areas such as developing students' digital competence, empowering learners and effective digital assessment. These findings highlight the need for a holistic approach to teacher digital competence in leadership training to ensure that future school leaders are prepared for digital and pedagogical leadership. In practice, this means that school leadership training programmes should be reviewed to ensure that they cover all dimensions of teacher digital competence, thereby preparing future leaders to effectively implement and support the integration of technology in their schools.
- 21 January 2026
- Published by Springer Nature in International Journal of Educational Technology in Higher Education
- Vol. 23 (1) , 2
Open AccessAre postgraduate programs enabling technological and instructional leadership among future school leaders? An institutional case study
It is important that higher education institutions equip future school leaders with a holistic view of teachers' digital competence. This qualitative study explores the conceptual understanding of teacher digital competence among future school leaders in Spain, comparing their perspectives with the DigCompEdu framework. A total of 41 students enrolled in a master's programme in school management participated, responding to a single open question about the use of technology in teaching practice. Data were analysed using content analysis, comparing the responses with the 22 competences of the DigCompEdu framework. The findings reveal limitations in their understanding of the full scope of teacher digital competence. While participants acknowledged basic uses of technology in teaching, learning and professional engagement, they demonstrated conceptual gaps in areas such as developing students' digital competence, empowering learners and effective digital assessment. These findings highlight the need for a holistic approach to teacher digital competence in leadership training to ensure that future school leaders are prepared for digital and pedagogical leadership. In practice, this means that school leadership training programmes should be reviewed to ensure that they cover all dimensions of teacher digital competence, thereby preparing future leaders to effectively implement and support the integration of technology in their schools.
- Open Access
- 20 March 2025
- Published by Springer Nature in Education and Information Technologies
- Vol. 30 (13) , 17909-17930
Unheard voices: Identifying aspects for an inclusive digital education through the lens of low-income contexts schools
This study explores the perceptions, experiences and challenges of schools located in disadvantaged areas regarding the integration of digital technologies in their functioning. Through eight case studies, in which principals, teachers and students were involved, we identified the main challenges that these schools face every day, which were grouped into three areas: a) breaking the hidden digital divide, b) teacher training for culturally responsive teaching, and c) use of technology as a bridge between home and schools. The results show that, in order to prevent digitalisation from increasing the existing divide among schools of different socioeconomic and cultural levels, it is necessary to design inclusive policies for educational digital transformation that take into account the particularities and voices of these schools.
- 20 March 2025
- Published by Springer Nature in Education and Information Technologies
- Vol. 30 (13) , 17909-17930
Open AccessUnheard voices: Identifying aspects for an inclusive digital education through the lens of low-income contexts schools
This study explores the perceptions, experiences and challenges of schools located in disadvantaged areas regarding the integration of digital technologies in their functioning. Through eight case studies, in which principals, teachers and students were involved, we identified the main challenges that these schools face every day, which were grouped into three areas: a) breaking the hidden digital divide, b) teacher training for culturally responsive teaching, and c) use of technology as a bridge between home and schools. The results show that, in order to prevent digitalisation from increasing the existing divide among schools of different socioeconomic and cultural levels, it is necessary to design inclusive policies for educational digital transformation that take into account the particularities and voices of these schools.
- Top Cited PapersOpen Access
- 19 February 2025
- Published by Springer Nature in Technology, Knowledge and Learning
- Vol. 31 (1) , 519-546
Enhancing digital skills assessment: introducing compact tools for measuring digital competence
Today, individuals interact with digital technologies in a plethora of ways requiring a range of digital skills, knowledge and attitudes—a combination that forms digital competence. Traditional digital skills measurements are often lengthy and complex, hindering real-world applications. Therefore, this study addresses the need for efficient digital competence measurement tools by developing and validating two concise instruments aligned with the Digital Competence Framework for Citizens (DigComp). Mini-21 offers an instrument that covers all 21 competences and a nano-6 version captures the five core areas of the framework. These instruments enable quick and concise digital competence assessments in various settings; for initial screening, diagnostic of low-skilled individuals for targeted educational interventions, and integration into broader surveys. Psychometric analyses (confirmatory factor analysis, item response theory methods, measurement invariance, internal consistency and concurrent validity) of 460 respondents from Latvia and Spain confirm their high validity and reliability. Furthermore, by comparing psychometric models, the study demonstrates the superiority of tools integrating the three attributes of competence: knowledge, skills, and attitudes. The alignment of our findings with the European Union's DigComp framework guarantees their grounding in an established theory. It offers practical benefits promoting their immediate application in education and training settings, especially where DigComp has been adopted.
- 19 February 2025
- Published by Springer Nature in Technology, Knowledge and Learning
- Vol. 31 (1) , 519-546
Top Cited PapersOpen AccessEnhancing digital skills assessment: introducing compact tools for measuring digital competence
Today, individuals interact with digital technologies in a plethora of ways requiring a range of digital skills, knowledge and attitudes—a combination that forms digital competence. Traditional digital skills measurements are often lengthy and complex, hindering real-world applications. Therefore, this study addresses the need for efficient digital competence measurement tools by developing and validating two concise instruments aligned with the Digital Competence Framework for Citizens (DigComp). Mini-21 offers an instrument that covers all 21 competences and a nano-6 version captures the five core areas of the framework. These instruments enable quick and concise digital competence assessments in various settings; for initial screening, diagnostic of low-skilled individuals for targeted educational interventions, and integration into broader surveys. Psychometric analyses (confirmatory factor analysis, item response theory methods, measurement invariance, internal consistency and concurrent validity) of 460 respondents from Latvia and Spain confirm their high validity and reliability. Furthermore, by comparing psychometric models, the study demonstrates the superiority of tools integrating the three attributes of competence: knowledge, skills, and attitudes. The alignment of our findings with the European Union's DigComp framework guarantees their grounding in an established theory. It offers practical benefits promoting their immediate application in education and training settings, especially where DigComp has been adopted.
- Open Access
- 13 November 2024
- Published by Elsevier in Computers & Education
- Vol. 226
A meta-analysis on the effect of technology on the achievement of less advantaged students
- 13 November 2024
- Published by Elsevier in Computers & Education
- Vol. 226
Open AccessA meta-analysis on the effect of technology on the achievement of less advantaged students
- Open Access
- 1 January 2024
- Published by Society for Sociological Science in Sociological Science
- Vol. 11, 743-776
Teacher Bias in Assessments by Student Ascribed Status: A Factorial Experiment on Discrimination in Education
Teachers are the evaluators of academic merit. Identifying if their assessments are fair or biased by student-ascribed status is critical for equal opportunity but empirically challenging, with mixed previous findings. We test status characteristics beliefs, statistical discrimination, and cultural capital theories with a pre-registered factorial experiment on a large sample of Spanish pre-service teachers (n = 1, 717). This design causally identifies, net of ability, the impact of student-ascribed characteristics on teacher short- and long-term assessments, improving prior studies' theory testing, confounding, and power. Findings unveil teacher bias in an essay grading task favoring girls and highbrow cultural capital, aligning with status characteristics and cultural capital theories. Results on teachers' long-term expectations indicate statistical discrimination against boys, migrant origin, and working-class students under uncertain information. Unexpectedly, ethnic discrimination changes from teachers favoring native origin in long-term expectations to migrant origin in short-term evaluations, suggesting compensatory grading. We discuss the complex roots of discrimination in teacher assessments as an educational (in)equality mechanism.
- 1 January 2024
- Published by Society for Sociological Science in Sociological Science
- Vol. 11, 743-776
Open AccessTeacher Bias in Assessments by Student Ascribed Status: A Factorial Experiment on Discrimination in Education
Teachers are the evaluators of academic merit. Identifying if their assessments are fair or biased by student-ascribed status is critical for equal opportunity but empirically challenging, with mixed previous findings. We test status characteristics beliefs, statistical discrimination, and cultural capital theories with a pre-registered factorial experiment on a large sample of Spanish pre-service teachers (n = 1, 717). This design causally identifies, net of ability, the impact of student-ascribed characteristics on teacher short- and long-term assessments, improving prior studies' theory testing, confounding, and power. Findings unveil teacher bias in an essay grading task favoring girls and highbrow cultural capital, aligning with status characteristics and cultural capital theories. Results on teachers' long-term expectations indicate statistical discrimination against boys, migrant origin, and working-class students under uncertain information. Unexpectedly, ethnic discrimination changes from teachers favoring native origin in long-term expectations to migrant origin in short-term evaluations, suggesting compensatory grading. We discuss the complex roots of discrimination in teacher assessments as an educational (in)equality mechanism.
- Open Access
- 1 January 2023
- Published by Servicio de Publicaciones de la Universidad de Murcia in Revista de Educación a Distancia (RED)
- Vol. 23 (71)
Assessing the presence of the ‘Personal Learning Environment’ concept across the web domains of Spanish Higher Education institutions: a web mention study
El concepto de ‘Entorno Personal de Aprendizaje’ ha generado niveles atención considerables en el ámbito de la tecnología educativa. Familiarizar a estudiantes y docentes con dicho concepto es algo que puede ayudar a las instituciones de educación superior a que sus comunidades tomen decisiones mejor informadas en cuanto los recursos que emplean para el desarrollo de su actividad académica. Asimismo, es algo que puede ayudar a los estudiantes a mejorar su autonomía para la autorregulación de sus procesos de aprendizaje y mejorar su agencia para el aprendizaje a lo largo de la vida. Este artículo forma parte de un estudio que analiza la presencia de dicho concepto en los dominios web de universidades y otras instituciones de educación superior en España, un país que ha destacado por la cantidad de investigación que ha generado en torno a esta temática. El artículo presenta los resultados de la primera fase del estudio y concluye que el concepto de entorno personal de aprendizaje está establecido en el sistema de educación superior español. No obstante, la presencia del término está distribuida de manera irregular en el sector, ya que ha tenido mayor alcance entre universidades públicas e instituciones dedicadas a la educación a distancia.
- 1 January 2023
- Published by Servicio de Publicaciones de la Universidad de Murcia in Revista de Educación a Distancia (RED)
- Vol. 23 (71)
Open AccessAssessing the presence of the ‘Personal Learning Environment’ concept across the web domains of Spanish Higher Education institutions: a web mention study
El concepto de ‘Entorno Personal de Aprendizaje’ ha generado niveles atención considerables en el ámbito de la tecnología educativa. Familiarizar a estudiantes y docentes con dicho concepto es algo que puede ayudar a las instituciones de educación superior a que sus comunidades tomen decisiones mejor informadas en cuanto los recursos que emplean para el desarrollo de su actividad académica. Asimismo, es algo que puede ayudar a los estudiantes a mejorar su autonomía para la autorregulación de sus procesos de aprendizaje y mejorar su agencia para el aprendizaje a lo largo de la vida. Este artículo forma parte de un estudio que analiza la presencia de dicho concepto en los dominios web de universidades y otras instituciones de educación superior en España, un país que ha destacado por la cantidad de investigación que ha generado en torno a esta temática. El artículo presenta los resultados de la primera fase del estudio y concluye que el concepto de entorno personal de aprendizaje está establecido en el sistema de educación superior español. No obstante, la presencia del término está distribuida de manera irregular en el sector, ya que ha tenido mayor alcance entre universidades públicas e instituciones dedicadas a la educación a distancia.
- Open Access
- 1 November 2021
- Published by Elsevier in Computers & Education
- Vol. 173, 104289
Open to MOOCs? Evidence of their impact on labour market outcomes
- 1 November 2021
- Published by Elsevier in Computers & Education
- Vol. 173, 104289
Open AccessOpen to MOOCs? Evidence of their impact on labour market outcomes
- Open Access
- 13 June 2021
- Published by Taylor & Francis in European Journal of Teacher Education
- Vol. 46 (3) , 476-497
Teacher collaboration and students’ digital competence - evidence from the SELFIE tool
This paper explores the relationship between students’ digital competence acquisition, teaching practices, and teacher professional learning activities. We analysed insights provided by 59,452 teachers through SELFIE, an online self-reflection tool for schools’ digital capacity. Using ordinary least squares regressions with school fixed effects, we focus on students’ digital competence and find that the use of digital technologies in cross-curricular projects is the teaching practice most related to the acquisition of students’ digital competence. On the other hand, we also find that teachers’ participation in teacher networks is highly correlated with the implementation of cross-curricular projects with digital technologies. The results further suggest that the use of digital technologies for teacher collaboration (in professional learning activities and in implementing cross-curricular projects) can have great potential and importance in the digital age, both for teachers and learners.
- 13 June 2021
- Published by Taylor & Francis in European Journal of Teacher Education
- Vol. 46 (3) , 476-497
Open AccessTeacher collaboration and students’ digital competence - evidence from the SELFIE tool
This paper explores the relationship between students’ digital competence acquisition, teaching practices, and teacher professional learning activities. We analysed insights provided by 59,452 teachers through SELFIE, an online self-reflection tool for schools’ digital capacity. Using ordinary least squares regressions with school fixed effects, we focus on students’ digital competence and find that the use of digital technologies in cross-curricular projects is the teaching practice most related to the acquisition of students’ digital competence. On the other hand, we also find that teachers’ participation in teacher networks is highly correlated with the implementation of cross-curricular projects with digital technologies. The results further suggest that the use of digital technologies for teacher collaboration (in professional learning activities and in implementing cross-curricular projects) can have great potential and importance in the digital age, both for teachers and learners.
- Open Access
- 3 April 2019
- Published by Taylor & Francis in Distance Education
- Vol. 40 (2) , 187-204
Factors influencing the pursuit of personal learning goals in MOOCs
MOOCs are promising opportunities for lifelong learning, but as promising as these learning opportunities seem, many learners do not succeed in pursuing their personal learning goals. Barriers to learning are the main reason for not finishing the intended (parts of the) MOOCs. This study addressed the question whether the factors age, gender, educational level, and online learning experience affect barriers faced while learning in MOOCs. The results show that it is challenging to combine work and family life with lifelong (online) learning activities, especially for learners in their early adulthood and mid-life. However, more experience with online learning positively affects individuals’ ability to cope with these challenges. Also, learners with a lower educational level may experience a lack of knowledge or difficulties with the course content. These findings may serve as input to inform potentially vulnerable learners about these issues and support them in successfully achieving their personal learning goals.
- 3 April 2019
- Published by Taylor & Francis in Distance Education
- Vol. 40 (2) , 187-204
Open AccessFactors influencing the pursuit of personal learning goals in MOOCs
MOOCs are promising opportunities for lifelong learning, but as promising as these learning opportunities seem, many learners do not succeed in pursuing their personal learning goals. Barriers to learning are the main reason for not finishing the intended (parts of the) MOOCs. This study addressed the question whether the factors age, gender, educational level, and online learning experience affect barriers faced while learning in MOOCs. The results show that it is challenging to combine work and family life with lifelong (online) learning activities, especially for learners in their early adulthood and mid-life. However, more experience with online learning positively affects individuals’ ability to cope with these challenges. Also, learners with a lower educational level may experience a lack of knowledge or difficulties with the course content. These findings may serve as input to inform potentially vulnerable learners about these issues and support them in successfully achieving their personal learning goals.