Magnus Ingebrigtsen, Åshild Odden Miland, Jarle Bastesen, Rannveig Grøm Sæle
{"title":"有效,可扩展,低成本:使用教师制作的数字抽认卡提高学生的学习","authors":"Magnus Ingebrigtsen, Åshild Odden Miland, Jarle Bastesen, Rannveig Grøm Sæle","doi":"10.1002/acp.70086","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>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, <i>p</i> < 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.</p>\n </div>","PeriodicalId":48281,"journal":{"name":"Applied Cognitive Psychology","volume":"39 4","pages":""},"PeriodicalIF":1.8000,"publicationDate":"2025-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effective, Scalable, and Low Cost: The Use of Teacher-Made Digital Flashcards Improves Student Learning\",\"authors\":\"Magnus Ingebrigtsen, Åshild Odden Miland, Jarle Bastesen, Rannveig Grøm Sæle\",\"doi\":\"10.1002/acp.70086\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>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, <i>p</i> < 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.</p>\\n </div>\",\"PeriodicalId\":48281,\"journal\":{\"name\":\"Applied Cognitive Psychology\",\"volume\":\"39 4\",\"pages\":\"\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-06-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Cognitive Psychology\",\"FirstCategoryId\":\"102\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/acp.70086\",\"RegionNum\":3,\"RegionCategory\":\"心理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PSYCHOLOGY, EXPERIMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Cognitive Psychology","FirstCategoryId":"102","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/acp.70086","RegionNum":3,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHOLOGY, EXPERIMENTAL","Score":null,"Total":0}
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.
期刊介绍:
Applied Cognitive Psychology seeks to publish the best papers dealing with psychological analyses of memory, learning, thinking, problem solving, language, and consciousness as they occur in the real world. Applied Cognitive Psychology will publish papers on a wide variety of issues and from diverse theoretical perspectives. The journal focuses on studies of human performance and basic cognitive skills in everyday environments including, but not restricted to, studies of eyewitness memory, autobiographical memory, spatial cognition, skill training, expertise and skilled behaviour. Articles will normally combine realistic investigations of real world events with appropriate theoretical analyses and proper appraisal of practical implications.