Promoting Sustainable Medical Education Through Digital Competence: A Cross-Sectional Pilot Study
Abstract
1. Introduction
Aim of the Study
2. Materials and Methods
2.1. Sample and Setting
2.2. Instrument
2.3. Data Collection
2.4. Data Analysis
2.5. Ethical Considerations
3. Results
4. Discussion
4.1. Practical Implications
4.2. Study Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- European Education Area. Higher Education Initiatives. Available online: https://education.ec.europa.eu/sl/node/1717 (accessed on 5 February 2022).
- Vuorikari, R.; Kluzer, S.; Punie, Y. DigComp 2.2: The Digital Competence Framework for Citizens—With New Examples of Knowledge, Skills and Attitudes; Publications Office of the European Union: Luxembourg, 2022. [Google Scholar]
- Haleem, A.; Javaid, M.; Qadri, M.A.; Suman, R. Understanding the Role of Digital Technologies in Education: A Review. Sustain. Oper. Comput. 2022, 3, 275–285. [Google Scholar] [CrossRef] [Scilit]
- Redecker, C.; Punie, Y. European Framework for the Digital Competence of Educators: DigCompEdu; Publications Office of the European Union: Luxembourg, 2017; ISBN 978-92-79-73494-6. [Google Scholar]
- Fura, B.; Karasek, A.; Hysa, B. Statistical Assessment of Digital Transformation in European Union Countries under Sustainable Development Goal 9. Qual. Quant. 2025, 59, 937–972. [Google Scholar] [CrossRef] [Scilit]
- Ličen, S.; Prosen, M. Strengthening Sustainable Higher Education with Digital Technologies: Development and Validation of a Digital Competence Scale for University Teachers (DCS-UT). Sustainability 2024, 16, 9937. [Google Scholar] [CrossRef] [Scilit]
- Kraus, S.; Schiavone, F.; Pluzhnikova, A.; Invernizzi, A.C. Digital Transformation in Healthcare: Analyzing the Current State-of-Research. J. Bus. Res. 2021, 123, 557–567. [Google Scholar] [CrossRef] [Scilit]
- Saaiq, M.; Khan, R.A.; Yasmeen, R. Digital Teaching: Developing a Structured Digital Teaching Competency Framework for Medical Teachers. Med. Teach. 2024, 46, 1362–1368. [Google Scholar] [CrossRef] [Scilit]
- Ogundiya, O.; Rahman, T.J.; Valnarov-Boulter, I.; Young, T.M. Looking Back on Digital Medical Education Over the Last 25 Years and Looking to the Future: Narrative Review. J. Med. Internet Res. 2024, 26, e60312. [Google Scholar] [CrossRef] [Scilit]
- Boté-Vericad, J.-J.; Palacios-Rodríguez, A.; Gorchs-Molist, M.; Cejudo-Llorente, C. Comparison of the Teaching of Digital Competences between Health Science Faculties in Andalusia and Catalonia. Educ. Médica 2023, 24, 100791. [Google Scholar] [CrossRef] [Scilit]
- Çebi, A.; Reisoğlu, İ. Defining “Digitally Competent Teacher”: An Examination of Pre-Service Teachers’ Metaphor. J. Digit. Learn. Teach. Educ. 2022, 38, 185–198. [Google Scholar] [CrossRef] [Scilit]
- Asal, M.G.R.; Alsenany, S.A.; Elzohairy, N.W.; El-Sayed, A.A.I. The Impact of Digital Competence on Pedagogical Innovation among Nurse Educators: The Moderating Role of Artificial Intelligence Readiness. Nurse Educ. Pract. 2025, 85, 104367. [Google Scholar] [CrossRef] [Scilit]
- Maaß, L.; Grab-Kroll, C.; Koerner, J.; Öchsner, W.; Schön, M.; Messerer, D.; Böckers, T.M.; Böckers, A. Artificial Intelligence and ChatGPT in Medical Education: A Cross-Sectional Questionnaire on Students’ Competence. J. CME 2025, 14, 2437293. [Google Scholar] [CrossRef] [Scilit]
- Pramila-Savukoski, S.; Kärnä, R.; Kuivila, H.-M.; Juntunen, J.; Koskenranta, M.; Oikarainen, A.; Mikkonen, K. The Influence of Digital Learning on Health Sciences Students’ Competence Development—A Qualitative Study. Nurse Educ. Today 2023, 120, 105635. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Potter, A.; Munsch, C.; Watson, E.; Hopkins, E.; Kitromili, S.; O’Neill, I.C.; Larbie, J.; Niittymaki, E.; Ramsay, C.; Burke, J.; et al. Identifying Research Priorities in Digital Education for Health Care: Umbrella Review and Modified Delphi Method Study. J. Med. Internet Res. 2025, 27, e66157. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ylönen, M.; Forsman, P.; Karvo, T.; Jarva, E.; Antikainen, T.; Kulmala, P.; Mikkonen, K.; Kärkkäinen, T.; Hämäläinen, R. Social Services and Healthcare Personnel’s Digital Competence Profiles: A Finnish Cross-Sectional Study. Int. J. Med. Inf. 2025, 193, 105658. [Google Scholar] [CrossRef] [Scilit]
- Wang, X.; Cheng, Z. Cross-Sectional Studies: Strengths, Weaknesses, and Recommendations. Chest 2020, 158, S65–S71. [Google Scholar] [CrossRef] [Scilit]
- Hanaysha, J.R.; Shriedeh, F.B.; In’airat, M. Impact of Classroom Environment, Teacher Competency, Information and Communication Technology Resources, and University Facilities on Student Engagement and Academic Performance. Int. J. Inf. Manag. Data Insights 2023, 3, 100188. [Google Scholar] [CrossRef] [Scilit]
- Stumbrienė, D.; Jevsikova, T.; Kontvainė, V. Key Factors Influencing Teachers’ Motivation to Transfer Technology-Enabled Educational Innovation. Educ. Inf. Technol. 2024, 29, 1697–1731. [Google Scholar] [CrossRef] [Scilit]
- Garzón Artacho, E.; Martínez, T.S.; Ortega Martín, J.L.; Marín Marín, J.A.; Gómez García, G. Teacher Training in Lifelong Learning—The Importance of Digital Competence in the Encouragement of Teaching Innovation. Sustainability 2020, 12, 2852. [Google Scholar] [CrossRef] [Scilit]
- Ersoy, H.; Baskici, C.; Aytar, A.; Strods, R.; Jansone Ratinika, N.; Manuel Lopes Fernandes, A.; Neves, H.; Blaževičienė, A.; Vaškelytė, A.; Wikström-Grotell, C.; et al. Digital Competence of Faculty Members in Health Sciences Measured via Self-Reflection: Current Status and Contextual Aspects. PeerJ 2024, 12, e18456. [Google Scholar] [CrossRef] [Scilit]
- Ramírez-Montoya, M.-S.; Mena, J.; Rodríguez-Arroyo, J.A. In-Service Teachers’ Self-Perceptions of Digital Competence and OER Use as Determined by a xMOOC Training Course. Comput. Hum. Behav. 2017, 77, 356–364. [Google Scholar] [CrossRef] [Scilit]
- Hautz, S.C.; Hoffmann, M.; Exadaktylos, A.K.; Hautz, W.E.; Sauter, T.C. Digital Competencies in Medical Education in Switzerland: An Overview of the Current Situation. GMS J. Med. Educ. 2020, 37, Doc62. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- O’Doherty, D.; Lougheed, J.; Hannigan, A.; Last, J.; Dromey, M.; O’Tuathaigh, C.; McGrath, D. Internet Skills of Medical Faculty and Students: Is There a Difference? BMC Med. Educ. 2019, 19, 39. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Car, J.; Ong, Q.C.; Erlikh Fox, T.; Leightley, D.; Kemp, S.J.; Švab, I.; Tsoi, K.K.F.; Sam, A.H.; Kent, F.M.; Hertelendy, A.J.; et al. The Digital Health Competencies in Medical Education Framework: An International Consensus Statement Based on a Delphi Study. JAMA Netw. Open 2025, 8, e2453131. [Google Scholar] [CrossRef] [Scilit]
- Cattaneo, A.A.P.; De Jong, F.; Ramos, J.L.; Laitinen-Väänänen, S.; Pedaste, M.; Leijen, Ä.; Evi-Colombo, A.; Monginho, R.; Bent, M.; Velasquez-Godinez, E.; et al. Video-Based Collaborative Learning: A Pedagogical Model and Instructional Design Tool Emerging from an International Multiple Case Study. Eur. J. Teach. Educ. 2022, 47, 466–490. [Google Scholar] [CrossRef] [Scilit]
- Kaihlanen, A.-M.; Hietapakka, L.; Heponiemi, T. Increasing Cultural Awareness: Qualitative Study of Nurses’ Perceptions about Cultural Competence Training. BMC Nurs. 2019, 18, 38. [Google Scholar] [CrossRef] [Scilit]
- Campos, D.G.; Scherer, R. Digital Gender Gaps in Students’ Knowledge, Attitudes and Skills: An Integrative Data Analysis across 32 Countries. Educ. Inf. Technol. 2024, 29, 655–693. [Google Scholar] [CrossRef] [Scilit]
- Grande-de-Prado, M.; Cañón, R.; García-Martín, S.; Cantón, I. Digital Competence and Gender: Teachers in Training. A Case Study. Future Internet 2020, 12, 204. [Google Scholar] [CrossRef] [Scilit]
- Norhagen, S.L.; Krumsvik, R.J.; Røkenes, F.M. Developing Professional Digital Competence in Norwegian Teacher Education: A Scoping Review. Front. Educ. 2024, 9. [Google Scholar] [CrossRef] [Scilit]
- European Education Area. Digital Education Action Plan (2021–2027). Available online: https://education.ec.europa.eu/node/1518 (accessed on 25 November 2022).
- Rincón, E.H.H.; Jimenez, D.; Aguilar, L.A.C.; Flórez, J.M.P.; Tapia, Á.E.R.; Peñuela, C.L.J. Mapping the Use of Artificial Intelligence in Medical Education: A Scoping Review. BMC Med. Educ. 2025, 25, 526. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Guillén-Gámez, F.D.; Colomo-Magaña, E.; Cívico-Ariza, A.; Linde-Valenzuela, T. Which Is the Digital Competence of Each Member of Educational Community to Use the Computer? Which Predictors Have a Greater Influence? Technol. Knowl. Learn. 2024, 29, 1–20. [Google Scholar] [CrossRef] [Scilit]
- Martín Párraga, L.; Llorente Cejudo, C.; Barroso Osuna, J. Validation of the DigCompEdu Check-in Questionnaire through Structural Equations: A Study at a University in Peru. Educ. Sci. 2022, 12, 574. [Google Scholar] [CrossRef] [Scilit]
- Markauskaite, L.; Carvalho, L.; Fawns, T. The Role of Teachers in a Sustainable University: From Digital Competencies to Postdigital Capabilities. Educ. Technol. Res. Dev. 2023, 71, 181–198. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Malmqvist, J.; Hellberg, K.; Möllås, G.; Rose, R.; Shevlin, M. Conducting the Pilot Study: A Neglected Part of the Research Process? Methodological Findings Supporting the Importance of Piloting in Qualitative Research Studies. Int. J. Qual. Methods 2019, 18, 1–11. [Google Scholar] [CrossRef] [Scilit]
| Variable | k | Mdn | IQR | Min/Max | 95% Confidence Interval | |
|---|---|---|---|---|---|---|
| Lower | Upper | |||||
| Digital literacy | 17 | 57.0 | 25.0 | 27/85 | 48.0 | 64.0 |
| Digital skills | 6 | 21.0 | 8.0 | 11/30 | 18.0 | 24.0 |
| Digital interaction | 6 | 22.0 | 9.0 | 11/30 | 19.0 | 24.0 |
| Technology integration | 6 | 20.0 | 9.0 | 10/30 | 19.0 | 24.0 |
| DCS-UT scale | 35 | 113 | 52.0 | 61/175 | 100.0 | 139.0 |
| Variables | n | DL | DS | DI | TI | DCS-UT | |
|---|---|---|---|---|---|---|---|
| Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | |||
| † Integration of digital technology in teaching | Frustrated learner | 4 | 51.0[17.0] | 21.0[8.0] | 17.0[7.0] | 19.0[5.0] | 107.0[69.0] |
| Begins to understand | 5 | 50.0[14.0] | 18.0[9.0] | 18.0[8.0] | 18.0[2.0] | 99.0[40.0] | |
| Gain confidence | 14 | 45.0[16.0] | 16.0[7.0] | 19.0[8.0] | 19.0[7.0] | 99.0[30.0] | |
| Recognise effectiveness | 11 | 63.0[28.0] | 21.0[6.0] | 24.0[6.0] | 19.0[8.0] | 115.0[38.0] | |
| Skilful integration | 14 | 72.0[18.0] | 25.0[4.0] | 28.0[6.0] | 25.5[6.0] | 149.0[38.0] | |
| H(df) | 13.452(4) | 16.518(4) | 16.201(4) | 10.257(4) | 9.608(4) | ||
| p | 0.009 | 0.002 | 0.003 | 0.036 | 0.048 | ||
| η2 | 0.289 | 0.359 | 0.345 | 0.220 | 0.218 | ||
| Frequency of use of digital technology in teaching | Rarely | 5 | 37.0[17.0] | 15.0[8.0] | 15.0[4.0] | 20.0[10.0] | 99.0[38.0] |
| Occasionally | 10 | 45.0[18.0] | 17.0[9.0] | 18.5[9.0] | 18.0[5.0] | 103.0[17.0] | |
| Frequently | 19 | 57.0[25.0] | 21.0[8.0] | 24.0[6.0] | 21.0[5.0] | 100.00[50.0] | |
| Almost always | 4 | 68.0[41.0] | 24.5[11.0] | 26.0[13.0] | 23.5[12.0] | 160.0[65.0] | |
| Always | 10 | 70.5[17.0] | 25.0[5.0] | 27.0[6.0] | 25.5[10.0] | 148.0[43.0] | |
| H(df) | 16.136(4) | 18.568(4) | 17.933(4) | 9.164(4) | 9.756(4) | ||
| p | 0.003 | <0.001 | 0.001 | 0.057 | 0.045 | ||
| η2 | 0.343 | 0.395 | 0.382 | 0.195 | 0.208 | ||
| Interest in learning and using digital technologies in teaching purposes | Slightly interested and not a priority | 3 | 27.0[0.0] | 11.0[0.0] | 11.0[0.0] | 12.0[0.0] | 107.0[0.0] |
| Moderately interested and willing to learn | 15 | 46.0[14.0] | 18.00[8.0] | 19.0[5.0] | 18.0[7.0] | 107.0[62.0] | |
| Fairly interested and actively seeking opportunities | 13 | 50.0[25.0] | 16.0[8.0] | 22.0[7.0] | 19.0[6.0] | 99.0[36.0] | |
| Highly interested and motivated | 17 | 68.0[18.0] | 24.0[4.0] | 24.0[6.0] | 24.0[10.0] | 140.0[46.0] | |
| H(df) | 18.594(3) | 16.471(3) | 14.182(3) | 13.425(3) | 14.148(3) | ||
| p | <0.001 | <0.001 | 0.003 | 0.004 | 0.003 | ||
| η2 | 0.396 | 0.350 | 0.302 | 0.286 | 0.301 | ||
| Variables | n | DL | DS | DI | TI | DCS-UT | |
|---|---|---|---|---|---|---|---|
| Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | Mdn[IQR] | |||
| Academic status | Assistant professor | 26 | 66.5[26.0] | 24.0[6.0] | 24.0[9.0] | 24.0[9.0] | 139[56.0] |
| Associate professor | 18 | 48.0[15.0] | 17.5[7.0] | 18.5[11.0] | 18.5[5.0] | 99.0[26.0] | |
| Full professor | 4 | 39.5[11.0] | 17.0[7.0] | 15.5[4.0] | 16.5[11.0] | 98.5[12.0] | |
| H(df) | 12.925(2) | 11.900(2) | 12.677(2) | 9.503(2) | 11.941(2) | ||
| p | 0.002 | 0.003 | 0.002 | 0.009 | 0.003 | ||
| η2 | 0.275 | 0.253 | 0.270 | 0.202 | 0.254 | ||
| Variables | DL | DS | DI | TI | DCS-UT |
|---|---|---|---|---|---|
| Age | –0.787 ** | –0.807 ** | –0.616 ** | –0.587 ** | –0.814 ** |
| Years of teaching experience | –0.422 ** | –0.456 ** | –0.375 ** | –0.347 * | –0.419 ** |
| Years of e-learning experience | 0.062 | 0.099 | 0.172 | 0.239 * | 0.041 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Ličen, S.; Prosen, M. Promoting Sustainable Medical Education Through Digital Competence: A Cross-Sectional Pilot Study. Sustainability 2025, 17, 8699. https://doi.org/10.3390/su17198699
Ličen S, Prosen M. Promoting Sustainable Medical Education Through Digital Competence: A Cross-Sectional Pilot Study. Sustainability. 2025; 17(19):8699. https://doi.org/10.3390/su17198699
Chicago/Turabian StyleLičen, Sabina, and Mirko Prosen. 2025. "Promoting Sustainable Medical Education Through Digital Competence: A Cross-Sectional Pilot Study" Sustainability 17, no. 19: 8699. https://doi.org/10.3390/su17198699
APA StyleLičen, S., & Prosen, M. (2025). Promoting Sustainable Medical Education Through Digital Competence: A Cross-Sectional Pilot Study. Sustainability, 17(19), 8699. https://doi.org/10.3390/su17198699

