The effect of notetaking method on academic performance: A systematic review and meta-analysis
Adults / lifelong learning Across ages Pen vs keyboard Attention and memory
Links to claims
Challenges (1)
| Claim | Basis |
|---|---|
| C7 | Meta-analysis of 77 effect sizes (36 articles) on longhand vs digital notetaking without device distractions: mean g = −0.008 (95 % CI −0.18 to 0.16), no effect of method; moderators topic, learning objectives, duration (abstract). Points against C7's average longhand advantage; queued for the nightly run (full text needed), not a verdict. |
Review state: first-pass draft, pending human review.
Source note
Syntes: Voyer, Ronis & Byers (2022) — no overall difference between longhand and digital notes once distractions are removed
Källa: Voyer, D.; Ronis, S. T.; Byers, N. (2022 (Contemporary Educational Psychology 68, 102025)). The effect of notetaking method on academic performance: A systematic review and meta-analysis. https://doi.org/10.1016/j.cedpsych.2021.102025
What the abstract says (read 2026-10-11; full text not read)
- Scope: studies of longhand versus digital notetaking "unconfounded by distractions"; 77 effect sizes, 39 samples, 36 articles; multilevel meta-analysis with robust variance estimation.
- Result: mean g = −0.008 (95 % CI −0.18 to 0.16), not different from zero.
- Moderators: significant heterogeneity; only three significant moderators: topic, learning objectives, and duration of the material.
- Authors' reading: an apparent longhand advantage in some earlier studies "can be explained at least partially by distractions from notetaking by other applications that are present only with digital devices"; more research with large representative samples of all ages is needed.
- Not verified here: whether conceptual outcomes were analysed separately, the direction of the learning-objective and duration moderators, and the outcome delays. Read the full text before using in a verdict (the nightly run has been looking for it since 2026-10-09).
Why it is in the library
It is the main meta-analysis usually cited against C7 and was missing. It pools to zero where C7's evidence (Mueller & Oppenheimer 2014; Flanigan et al. 2024, g = 0.248) finds a longhand advantage; the difference may lie in how studies with device distractions were handled.
Metadata as recorded
- ID
- HAND-011
- Tier
- meta
- Closed-book follow-up
- mixed (performance measures of the included studies)
- Titel
- The effect of notetaking method on academic performance: A systematic review and meta-analysis
- Författare
- Voyer, D.; Ronis, S. T.; Byers, N.
- År
- 2022 (Contemporary Educational Psychology 68, 102025)
- Källa/DOI
- https://doi.org/10.1016/j.cedpsych.2021.102025
- URL
- https://www.sciencedirect.com/science/article/abs/pii/S0361476X21000849 ; abstract also at https://scienceon.kisti.re.kr/srch/selectPORSrchArticle.do?cn=NART116652382
- Typ
- systematic review and multilevel meta-analysis with robust variance estimation: 77 effect sizes from 39 samples in 36 articles comparing longhand with digital notetaking, "unconfounded by distractions"
- Åldersgrupp
- vuxen-livslangt;overgripande
- Teman
- penna-vs-tangentbord;uppmarksamhet-och-minne
- Hämtad
- 2026-10-11
- Paywall
- Elsevier (closed)
- Tillagd
- source sweep 2026-10-11 (kind: old); links pending human review