Evidence-based educational algorithm “Anki” for optimization of medical education

Matthew Goldman
{"title":"Evidence-based educational algorithm “Anki” for optimization of medical education","authors":"Matthew Goldman","doi":"10.46439/biomedres.5.037","DOIUrl":null,"url":null,"abstract":"Anki is an open-sourced educational platform that utilizes a spaced repetition-based algorithm for information retention. This application has become increasingly popular among medical students and residents over recent years. The aim of this review was to describe this novel education technique, provide reasons for its adoption, and summarize the available literature regarding the efficacy of this method. With the recent COVID-19 pandemic, the medical education paradigm has undergone dynamic shifts. With self-learning independent of lectures on the rise prior to the pandemic, COVID-19 served as a catalyst to increase Anki popularity. The all-encompassing, free of charge, and open-sourced structure of Anki was an ideal fit during times of isolated study. This review will allow current residents and medical students to recognize advantages of this evidence-proven study techniques to increase learning efficacy. A systemic review of papers across all medical journals available on PubMed was conducted to identify studies published without time constraints. The search was for (Anki) and (spaced repetition residency). Available outcome data was summarized and discussed for residents and medical students independently. We found that Anki use has steadily increased among both medical students and residents. The application was regarded highly by users when surveyed. Many studies showed a statistically significant increase in exam performance associated with Anki use and high levels of satisfaction among residents and medical students. As burnout and time constrictions threaten educational workflow, Anki may serve as a powerful tool to improve the quality of learning. Further data needs to be collected and analyzed in residency specialties where Anki use may already exist but be underreported. Additionally, research is warranted to provide more high-quality evidence of Anki’s efficacy among medical students. Further research can be used to promote adoption of this technique among medical students and pre-meds early in their careers.","PeriodicalId":73621,"journal":{"name":"Journal of biomed research","volume":"30 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of biomed research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46439/biomedres.5.037","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Anki is an open-sourced educational platform that utilizes a spaced repetition-based algorithm for information retention. This application has become increasingly popular among medical students and residents over recent years. The aim of this review was to describe this novel education technique, provide reasons for its adoption, and summarize the available literature regarding the efficacy of this method. With the recent COVID-19 pandemic, the medical education paradigm has undergone dynamic shifts. With self-learning independent of lectures on the rise prior to the pandemic, COVID-19 served as a catalyst to increase Anki popularity. The all-encompassing, free of charge, and open-sourced structure of Anki was an ideal fit during times of isolated study. This review will allow current residents and medical students to recognize advantages of this evidence-proven study techniques to increase learning efficacy. A systemic review of papers across all medical journals available on PubMed was conducted to identify studies published without time constraints. The search was for (Anki) and (spaced repetition residency). Available outcome data was summarized and discussed for residents and medical students independently. We found that Anki use has steadily increased among both medical students and residents. The application was regarded highly by users when surveyed. Many studies showed a statistically significant increase in exam performance associated with Anki use and high levels of satisfaction among residents and medical students. As burnout and time constrictions threaten educational workflow, Anki may serve as a powerful tool to improve the quality of learning. Further data needs to be collected and analyzed in residency specialties where Anki use may already exist but be underreported. Additionally, research is warranted to provide more high-quality evidence of Anki’s efficacy among medical students. Further research can be used to promote adoption of this technique among medical students and pre-meds early in their careers.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于证据的教育算法 "Anki "优化医学教育
Anki 是一个开源的教育平台,利用基于间隔重复的算法来保持信息。近年来,该应用程序在医学生和住院医师中越来越受欢迎。本综述旨在描述这种新颖的教育技术,提供其被采用的原因,并总结有关该方法有效性的现有文献。随着最近 COVID-19 的流行,医学教育模式发生了动态变化。在 COVID-19 大流行之前,独立于讲课的自学方式正在兴起,而 COVID-19 则成为 Anki 更受欢迎的催化剂。Anki 的结构包罗万象、免费且开源,是孤立学习时期的理想选择。本综述将使目前的住院医师和医科学生认识到这一经过实证验证的学习技巧在提高学习效率方面的优势。我们对PubMed上所有医学期刊上的论文进行了系统性审查,以确定在没有时间限制的情况下发表的研究。搜索对象为(Anki)和(间隔重复住院医师培训)。对住院医师和医学生的现有结果数据进行了总结和独立讨论。我们发现,Anki 在医学生和住院医师中的使用率稳步上升。在接受调查时,用户对该应用程序给予了高度评价。许多研究表明,Anki 的使用在统计学上显著提高了考试成绩,而且住院医师和医学生的满意度也很高。由于职业倦怠和时间限制对教育工作流程构成威胁,Anki 可能成为提高学习质量的有力工具。需要进一步收集和分析住院医师专科的数据,因为这些专科可能已经使用了 Anki,但却没有充分报告。此外,还需要开展研究,提供更多高质量的证据来证明 Anki 在医学生中的功效。进一步的研究可用于促进医学生和医学预科生在职业生涯早期采用这种技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
The halftime strategies applied to elite soccer players for rehydration and maintain performance Transforming glomerulonephritis care through emerging diagnostics and therapeutics Tailoring interactions for cisPro peptide bond stabilization Evidence-based educational algorithm “Anki” for optimization of medical education Pulmonary agenesis in a newborn
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1