Effective, Scalable, and Low Cost: The Use of Teacher-Made Digital Flashcards Improves Student Learning

Spaced retrieval practice can improve learning but is often underutilized. We hypothesized that providing students with digital flashcards via a spaced repetition app could improve academic performance by increasing use of spaced retrieval practice. In a controlled nationwide quasi-experiment, involving 799 first-year nursing students across 19 Norwegian campuses, we randomly assigned 10 campuses to an intervention. Although only one-third of the intervention group utilized the flashcards, evidence for self-selection bias was limited. Card users significantly outperformed non-users on the final exam (d = 0.42, p < 0.001), were nearly three times more likely to pass (OR = 2.84 [1.35, 6.01]), and over twice as likely to achieve the highest grade (OR = 2.31 [1.35, 3.98]). Flashcard use remained a significant predictor of exam performance after controlling for age, prior academic performance, study time, and study material covered. This suggests that teacher-made digital flashcards can be a cost-effective intervention to improve learning outcomes.

Authors

Publication Details

Published
2025-09-01
DOI
https://doi.org/10.31234/osf.io/h2kgx_v2
Primary Topic
Education and Technology Integration
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effective, Scalable, and Low Cost: The Use of Teacher-Made Digital Flashcards Improves Student Learning

Rannveig Grøm Sæle, Magnus Ingebrigtsen, Åshild Odden Miland, Jarle Bastesen
Education and Technology Integration
article

Effective, Scalable, and Low Cost: The Use of Teacher-Made Digital Flashcards Improves Student Learning

Rannveig Grøm Sæle, Magnus Ingebrigtsen, Åshild Odden Miland, Jarle Bastesen
article en

Abstract

Spaced retrieval practice can improve learning but is often underutilized. We hypothesized that providing students with digital flashcards via a spaced repetition app could improve academic performance by increasing use of spaced retrieval practice. In a controlled nationwide quasi-experiment, involving 799 first-year nursing students across 19 Norwegian campuses, we randomly assigned 10 campuses to an intervention. Although only one-third of the intervention group utilized the flashcards, evidence for self-selection bias was limited. Card users significantly outperformed non-users on the final exam (d = 0.42, p < 0.001), were nearly three times more likely to pass (OR = 2.84 [1.35, 6.01]), and over twice as likely to achieve the highest grade (OR = 2.31 [1.35, 3.98]). Flashcard use remained a significant predictor of exam performance after controlling for age, prior academic performance, study time, and study material covered. This suggests that teacher-made digital flashcards can be a cost-effective intervention to improve learning outcomes.

Universitetet i Tromsø
Openalex Percentile: Top 74%
Education and Technology Integration
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Effective, Scalable, and Low Cost: The Use of Teacher-Made Digital Flashcards Improves Student Learning — Rannveig Grøm Sæle, Magnus Ingebrigtsen, et al. · (2025) | TGRS Research Map | TGRS