Ink and pixels: Impact of highlighting and reading self-efficacy on adolescents' cognitive load, epistemic emotions, and text comprehension
Lower secondary (grades 7–9) Paper vs screen Reading and writing Analog vs digital
Links to claims
Supports (1)
| Claim | Basis |
|---|---|
| C3 | Grade-7 mixed design: no medium main effect on literal/inferential comprehension of ~1000-word informational texts with scrolling; kill-condition test survived 2026-09-30 (calibration not tested). |
Limits (1)
| Claim | Basis |
|---|---|
| C3 | Immediate test only; calibration not measured; lower perceived cognitive load on screen. |
Review state: first-pass draft, pending human review.
Source note (Swedish, verbatim from the Kunskapsbank)
Syntes: Ronconi, Altoè & Mason (2025) — ink and pixels (grade 7 paper vs screen)
Källa: Ronconi, A., Altoè, G., & Mason, L. (2025). Ink and pixels: Impact of highlighting and reading self-efficacy on adolescents' cognitive load, epistemic emotions, and text comprehension. Learning and Individual Differences, 117, 102604. https://doi.org/10.1016/j.lindif.2024.102604
Metadata
- ID:
MEDIA-014 - Tier: RCT (mixed: medium within; highlighting between)
- N / design: N=191 Italian seventh graders (M=12.42); two ~1000-word informational science texts (earthquakes / volcanoes); paper vs desktop PC (Adobe Reader PDF, 21-in monitors) with scrolling; half highlighted, half read only; immediate literal and inferential MC comprehension
- Population: grundskola-hog / lower secondary
- Subject: medium effect on comprehension, cognitive load, epistemic emotions; highlighting and reading self-efficacy as moderators
Finding
- No significant main effect of reading medium on literal or inferential comprehension (authors: "results did not support a screen inferiority effect, indicating similar comprehension performance across media").
- Digital reading associated with lower perceived cognitive load than paper (b = −1.90, 95% CI [−3.06, −0.74], p = .001).
- Highlighting × medium interaction on literal scores (b = −1.84, p = .013) but pairwise simple effects ns; no medium main effect on inferential comprehension.
- Calibration / overestimation of comprehension not measured.
Mechanism
School-age familiarity with digital study tools may reduce the medium gap for lengthy informational texts under classroom conditions; cognitive load lower on screen while comprehension holds.
Limits
Immediate test only (no delayed comprehension); earthquake inferential items lower reliability (ω = 0.61); schools with mostly paper-based teaching; calibration not assessed; scrolling amount hard to equate because students could zoom.
This claim dies if …
A meta/RCT beyond early primary finds screen ≥ paper for deep comprehension of continuous text under equal time and the calibration gap disappears.
Swedish implication
Measure school-age informational reading on screen with delayed and calibration outcomes; do not treat grade-7 nulls as erasing the university / time-limited paper average.
Links
- DOI: https://doi.org/10.1016/j.lindif.2024.102604
- Related: foss-stole-magyari-2026-vet-paper-screen, florit-etal-2025-first-grade-paper-screen, delgado-etal-2018-paper-vs-screen, clinton-2019-paper-vs-screens
Metadata as recorded
- ID
- MEDIA-014
- Tier
- RCT
- Closed-book follow-up
- n/a (immediate comprehension after reading; delayed not tested)
- Titel
- Ink and pixels: Impact of highlighting and reading self-efficacy on adolescents' cognitive load, epistemic emotions, and text comprehension
- Författare
- Ronconi, A.; Altoè, G.; Mason, L.
- År
- 2025 (Learning and Individual Differences 117, 102604; available online 30 Nov 2024)
- Källa/DOI
- https://doi.org/10.1016/j.lindif.2024.102604
- URL
- https://www.sciencedirect.com/science/article/pii/S104160802400156X
- Typ
- mixed-design experiment (N=191 seventh graders; medium within-subjects paper vs desktop screen with scrolling; highlighting between-subjects; two ~1000-word informational science texts)
- Åldersgrupp
- grundskola-hog (Italian grade 7; M age 12.42)
- Teman
- papper-vs-skarm; lasning-och-skrivande; analogt-vs-digitalt
- Sparade fil
- Ronconi-etal-2025-ink-pixels.pdf (OA CC BY-NC-ND; publisher PDF, fetched 2026-09-30)
- Hämtad
- 2026-09-30
- Paywall
- OA (Learning and Individual Differences)
Original files held in the project (not published): Ronconi-etal-2025-ink-pixels.pdf