School burnout and engagement profiles among digital natives in Finland: a person-oriented approach
Abstract
Applying a person-oriented approach, this study set out to examine what profiles of school engagement and school burnout (i.e., exhaustion, cynicism, inadequacy) can be identified among elementary school children at age 12, a generation also often referred to as the generation of digital natives. We compared the group memberships in their use of socio-digital technologies and related functioning as we expected to find a gap between some digital natives and current educational practices which do not include socio-digital technology in feelings of cynicism towards school. Latent profile analysis identified five groups: Engaged (50%) students, who formed the majority; Stressed (4%) students, who reported high exhaustion and high inadequacy as a student; Students High in cynicism (burnout group) (5%) with high scores on all the components of school burnout, particularly cynicism, but also on exhaustion and inadequacy as a student; students Moderate in Cynicism (15%), whose cynicism was directed in particular towards studying and school; and, finally, students Emerging Cynicism (bored group) (26%), whose feelings of cynicism were nevertheless elevated. These results thus revealed that almost half (46%) of the elementary students felt some degree of cynicism towards school, thereby supporting our gap hypothesis: these groups of cynical students reported that they would be more engaged at school if socio-digital technologies were used at school. These results indicate that one way t…
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Digital burnout is inherently detrimental to psychological well-being.
“Digital burnout, a state of emotional, mental, and physical exhaustion caused by pro longed digital stress, is inherently detrimental to psychological well-being (Salmela-Aro et al., 2016).”
From Fear of missing out and psychological well-being: Examining the dual pathways of problematic social media use and digital burnout (2026) · cites this paper as Salmela-Aro et al., 2016
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Self-citationAdolescent educational success and mental health vary across school engagement profiles.
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Digital Engagement and Academic Functioning: A Developmental-Contextual Approach
Hietajärvi, L., Maksniemi, E., & Salmela-Aro, K. (2022) · European Psychologist · doi:10.1027/1016-9040/a000480 · Cited by 23 · see citing works
Self-citationExploring Digital Nativeness as a Predictor of Digital Game-Based L2 Vocabulary Acquisition
Calvo-Ferrer, J. R. (2020) · Interactive Learning Environments · doi:10.1080/10494820.2018.1548489 · Cited by 15 · see citing works
Tufan, C., Köksal, K., Griffiths, M. D., & Terzioglu, Z. A. (2026) · Psychology, Health & Medicine · doi:10.1080/13548506.2025.2587974 · Cited by 4 · see citing works
“Digital burnout, a state of emotional, mental, and physical exhaustion caused by prolonged digital stress, is inherently detrimental to psychological well-being (Salmela-Aro et al., 2016).”
- Authors
- Salmela-Aro, K., Muotka, J., Alho, K., Hakkarainen, K., & Lonka, K.
- Affiliations
- University of Jyväskylä (FI)
- University of Helsinki (FI)
- Venue
- European Journal of Developmental Psychology
- Publisher
- Informa UK Limited
- Published
- 2016-11
- Volume
- 13
- Issue
- 6
- Pages
- 704-718
- ISSN
- 1740-5610 (ISSN-L)
- 1740-5629
- OpenAlex
- W2546572056
- Cited by
- 124
- References
- 5
- Citations by year
- 2026: 9 · 2025: 11 · 2024: 8 · 2023: 21 · 2022: 20 · 2021: 11 · 2020: 14 · 2019: 7 · 2018: 13 · 2017: 4 · 2016: 6
- FWCI
- 13.72
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Journal of Developmental Psychology (publishedVersion)
- Funders
- Academy of Finland (273872, 1265528)
- Topics
- Social Sciences › Psychology › Social Psychology › Stress and Burnout Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
- Social Sciences › Psychology › Developmental and Educational Psychology › Student Stress and Coping
- Keywords
- academic burnout, school engagement, digital natives, cynicism, exhaustion, inadequacy, elementary school students, student profile, educational technology, Finland
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