Learning Efficiency Correlates of Using Supermemo with Specially Crafted Flashcards in Medical Scholarship
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A Queueing-Theoretic Foundation for Optimal Spaced Repetition
A Queueing-Theoretic Foundation for Optimal Spaced Repetition Siddharth Reddy [email protected] Department of Computer Science, Cornell University, Ithaca, NY 14850 Igor Labutov [email protected] Department of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14850 Siddhartha Banerjee [email protected] School of Operations Research and Information Engineering, Cornell University, Ithaca, NY 14850 Thorsten Joachims [email protected] Department of Computer Science, Cornell University, Ithaca, NY 14850 1. Extended Abstract way back to 1885 and the pioneering work of Ebbinghaus (Ebbinghaus, 1913), identify two critical variables that de- In the study of human learning, there is broad evidence that termine the probability of recalling an item: reinforcement, our ability to retain a piece of information improves with i.e., repeated exposure to the item, and delay, i.e., time repeated exposure, and that it decays with delay since the since the item was last reviewed. Accordingly, scientists last exposure. This plays a crucial role in the design of ed- have long been proponents of the spacing effect for learn- ucational software, leading to a trade-off between teaching ing: the phenomenon in which periodic, spaced review of new material and reviewing what has already been taught. content improves long-term retention. A common way to balance this trade-off is spaced repe- tition, which uses periodic review of content to improve A significant development in recent years has been a grow- long-term retention. Though spaced repetition is widely ing body of work that attempts to ‘engineer’ the process used in practice, e.g., in electronic flashcard software, there of human learning, creating tools that enhance the learning is little formal understanding of the design of these sys- process by building on the scientific understanding of hu- tems. -
Memorization & Practice
Y O R K U N I V E R S I T Y Department of Theatre MEMORIZATION & PRACTICE THEA 2010 VOICE I Eric Armstrong [email protected] C F T 3 0 6 , 4 7 0 0 K e e l e S t . To r o n t o O N M 3 J 1 P 3 • t e l e p h o n e : 4 1 6 . 7 3 6 - 2 1 0 0 x 7 7 3 5 3 • h t t p : / / w w w. y o r k u . c a / e a r m s t r o Memorization What is Memorization? Committing something to memory is a process that all actors working outside of Improvisation need. Memory is a complicated process whereby images, sounds, ideas, words, phrases, and even times and places are encoded, so we can recall them later. To ef- fectively learn “lines,” one may use several different kinds of memory at different times in the process of encoding, storing and recalling the text at hand. The basic learning of a single line begins with you using your working memory to get the line off the page and into your head. At this stage of the process, you can repeat the line while looking at an acting partner, or moving around the space, but it won’t last more than a few seconds. The next phase is when the text gets encoded into the short-term memory. These kinds of memories will stay in your mind for a few minutes at most. -
Universidad De Almería
UNIVERSIDAD DE ALMERÍA MÁSTER EN PROFESORADO DE EDUCACIÓN SECUNDARIA OBLIGATORIA Y BACHILLERATO, FORMACIÓN PROFESIONAL Y ENSEÑANZA DE IDIOMAS ESPECIALIDAD EN LENGUA INGLESA Curso Académico: 2015/2016 Convocatoria: Junio Trabajo Fin de Máster: Spaced Retrieval Practice Applied to Vocabulary Learning in Secondary Education Autor: Héctor Daniel León Romero Tutora: Susana Nicolás Román ABSTRACT Spaced retrieval practice is a learning technique which has been long studied (Ebbinghaus, 1885/1913; Gates, 1917) and long forgotten at the same time in education. It is based on the spacing and the testing effects. In recent reviews, spacing and retrieving practices have been highly recommended as there is ample evidence of their long-term retention benefits, even in educational contexts (Dunlosky, Rawson, Marsh, Nathan & Willingham, 2013). An experiment in a real secondary education classroom was conducted in order to show spaced retrieval practice effects in retention and student’s motivation. Results confirm the evidence, spaced retrieval practice showed higher long-term retention (26 days since first study session) of English vocabulary words compared to massed practice. Also, student’s motivation remained high at the end of the experiment. There is enough evidence to suggest educational institutions should promote the use of spaced retrieval practice in classrooms. RESUMEN La recuperación espaciada es una técnica de aprendizaje que se lleva estudiando desde hace muchos años (Ebbinghaus, 1885/1913; Gates, 1917) y que al mismo tiempo ha permanecido como una gran olvidada en los sistemas educativos. Se basa en los efectos que producen el repaso espaciado y el uso de test. En recientes revisiones de la literatura se promueve encarecidamente el uso de estas prácticas, ya que aumentan la retención de recuerdos en la memoria a largo plazo, incluso en contextos educativos (Dunlosky, Rawson, Marsh, Nathan & Willingham, 2013). -
The Spaced Interval Repetition Technique
The Spaced Interval Repetition Technique What is it? The Spaced Interval Repetition (SIR) technique is a memorization technique largely developed in the 1960’s and is a phenomenal way of learning information very efficiently that almost nobody knows about. It is based on the landmark research in memory conducted by famous psychologist, Hermann Ebbinghaus in the late 19th century. Ebbinghaus discovered that when we learn new information, we actually forget it very quickly (within a matter of minutes and hours) and the more time that passes, the more likely we are to forget it (unless it is presented to us again). This is why “cramming” for the test does not allow you to learn/remember everything for the test (and why you don’t remember any of it a week later). SIR software, notably first developed by Piotr A. Woźniak is available to help you learn information like a superhero and even retain it for the rest of your life. The SIR technique can be applied to any kind of learning, but arguably works best when learning discrete pieces of information like dates, definitions, vocabulary, formulas, etc. Why does it work? Memory is a fickle creature. For most people, to really learn something, we need to rehearse it several times; this is how information gets from short‐term memory to long‐ term memory. Research tells us that the best time to rehearse something (like those formulas for your statistics class) is right before you are about to forget it. Obviously, it is very difficult for us to know when we are about to forget an important piece of information. -
Memorization Techniques
MEMORIZATION Memorization BasicsTECHNIQUES Putting information in long-term memory takes TIME and ORGANIZATION. This helps us consolidate information so it remains connected in our brains. Information is best learned when it is meaningful, authentic, engaging, and humorous (we learn 30% more when we tie humor to memory!). Rehearsing or reciting information is the key to retaining it long-term. Types of Memory There are three different types of memory: 1. Long-term: Permanent storehouse of information and can retain information indefinitely 2. Short-term: Working memory and can retain information for 20 to 30 seconds 3. Immediate: “In and out memory” which does not retain information If you want to do well on exams, you need to focus on putting your information into long-term memory. Why is Memorization Necessary? Individuals who read a chapter textbook typically forget: 46% after one day 79% after 14 days 81% after 28 days Sometimes, what we “remember” are invented memories. Events are reported that never took place; casual remarks are embellished, and major points are disregarded or downplayed. This is why it is important to take the time to improve your long-term memory. Memorization Tips 1. Put in the effort and time to improve your memorizing techniques. 2. Pay attention and remain focused on the material. 3. Get it right the first time; otherwise, your brain has a hard time getting it right after you correct yourself. 4. Chunk or block information into smaller, more manageable parts. Read a couple of pages at a time; take notes on key ideas, and review and recite the information. -
How to Memorize and Retain Vocabulary Effectively Using Spaced Repetition Software, Even If There Are Scarce Resources for Your Language
How to memorize and retain vocabulary effectively using spaced repetition software, even if there are scarce resources for your language Jed Meltzer, Ph.D. Rotman Research Institute, Baycrest University of Toronto Elements of language learning Social interaction Instruction Drilling, repetition Language learning balance All teacher-driven: costly, limited availability, Travel difficulties, physical distancing Limited opportunity to study at your own pace. All drilling: hard to stay focused. Hard to choose appropriate exercises Easy to waste time on non-helpful drills Vocabulary size • Highly correlated with overall language knowledge • Relates to standardized proficiency levels • Can be tracked very accurately if you start from the beginning of your language learning journey. Estimated vocabulary size for CEFR • A1 <1500 • A2 1500–2500 • B1 2750–3250 • B2 3250–3750 • C1 3750–4500 • C2 4500–5000 Estimates of vocabulary size needed Robert Bjork on learning: • "You can't escape memorization," he says. "There is an initial process of learning the names of things. That's a stage we all go through. It's all the more important to go through it rapidly." The human brain is a marvel of associative processing, but in order to make associations, data must be loaded into memory. Want to Remember Everything You'll Ever Learn? Surrender to This Algorithm Wired magazine, April 21, 2008 Vocab lists • Provide structure to courses, whether in university, community, online. • Provide opportunity to catch up if you miss a class or start late. • Help to make grammar explanations understandable – much easier to follow if you know the words in the examples. Spaced repetition Leitner Box Flashcard apps Anki Popular apps • Anki – favourite of super language nerds – open-source, non-commercial – free on computer and android, $25 lifetime iPhone • Memrise – similar to Anki, slicker, more user-friendly, – paid and free versions. -
The Art of Loci: Immerse to Memorize
The Art of Loci: Immerse to Memorize Anne Vetter, Daniel Gotz,¨ Sebastian von Mammen Games Engineering, University of Wurzburg,¨ Germany fanne.vetter,[email protected], [email protected] Abstract—There are uncountable things to be remembered, but assistance during comprehension (R6) of the information, e.g. most people were never shown how to memorize effectively. With by means of verbalization, should follow suit. Due to the this paper, the application The Art of Loci (TAoL) is presented, heterogeneity of learners, the applied process and methods to provide the means for efficient and fun learning. In a virtual reality (VR) environment users can express their study material should be individualized (R7) and strike a productive balance visually, either creating dimensional mind maps or experimenting between user’s choices and imposed learning activities (locus with mnemonic strategies, such as mind palaces. We also present of control) (R8). For example, users should be able to control common memorization techniques in light of their underlying the pace of learning. Learning environments should arouse the pedagogical foundations and discuss the respective features of intrinsic motivation of the user (R9). Fostering an awareness TAoL in comparison with similar software applications. of the learner’s cognition and thus reflection on their learning I. INTRODUCTION process and strategies is also beneficial (metacognition) (R10). Further, a constructivist learning approach can be realized by Before writing was common, information could only be the means to create artefacts such as representations, symbols preserved by memorization. Major ancient literature like The or cues (R11). Finally, cooperative and collaborative learning Iliad and The Odyssey were memorized, passed on through environments can benefit the learning process (R12). -
A Spaced-Repetition Approach to Enhance Medical Student Learning and Engagement in Pharmacology
A Spaced-Repetition Approach to Enhance Medical Student Learning and Engagement in Pharmacology Dylan Jape Monash University Jessie Zhou Monash University Shane Bullock ( [email protected] ) Monash University Research Article Keywords: pharmacology, spaced-repetition, ashcards, medical education Posted Date: July 12th, 2021 DOI: https://doi.org/10.21203/rs.3.rs-625499/v1 License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License Page 1/20 Abstract Background: Pharmacology is a cornerstone of medical education as it underlies safe prescribing practices. However, medical students have reported unease regarding their perceived prociency in clinical pharmacology. Despite the signicant impetus to improve student outcomes, there is little analysis available of the techniques used by medical students to learn, retain and apply pharmacology knowledge. Methods: A mixed methods, student-focused approach was conducted to design and rene specic resources developed to address gaps in pharmacology education. This methodology comprised an anonymised scoping survey, followed by structured focus group interviews. We developed a relevant and time ecient resource to support long-term revision for academic and clinical success. These resources were released to a cohort of 100 graduate preclinical medical students who were invited at the end of year to evaluate the intervention via a subsequent anonymous survey. Results: The scoping survey received 103 complete responses. Surveys and focus group interviews revealed that only 50% of students engage in ongoing revision. The analysis identied in-semester revision of pharmacology as a signicant predictor of strategic and deep learning methods and improved quiz performance (a 5% higher score on average), compared to supercial learning methods. -
Vocabulary Coverage and Lexical Characterisitics in L2 Spanish Textbooks
AAUSC 2018 Volume—Issues in Language Program Direction Understanding Vocabulary Learning and Teaching: Implications for Language Program Development Johanna Watzinger-Tharp University of Utah Kate Paesani University of Minnesota Series Editors Peter Ecke University of Arizona Susanne Rott University of Illinois at Chicago Editors Australia • Brazil • Mexico • Singapore • United Kingdom • United States 06686_fm_ptg01_i-xviii.indd 1 10/3/18 1:52 PM AAUSC 2018 Volume: © 2020, 2019 Cengage Learning, Inc. Understanding Vocabulary Learning and Teaching: Implications for Language Unless otherwise noted, all content is © Cengage Program Development ALL RIGHTS RESERVED. No part of this work covered by Peter Ecke, Susanne Rott, the copyright herein may be reproduced or distributed Johanna Watzinger-Tharp in any form or by any means, except as permitted by and Kate Paesani U.S. copyright law, without the prior written permission of the copyright owner. Sr. Product Team Manager: Heather Bradley Cole For product information and technology assistance, Product Assistant: Catherine contact us at Cengage Customer & Sales Support, Bradley 1-800-354-9706 or support.cengage.com. Marketing Manager: Sean Ketchem For permission to use material from this text or product, submit all requests online at Production Service: Lumina www.cengage.com/permissions. Datamatics, Inc. Senior Designer: Sarah Cole Library of Congress Control Number: 2018953450 Manufacturing Planner: Fola Orekoya Student Edition: ISBN: 978-0-357-10668-6 Cengage 20 Channel Center Street Boston, MA 02210 USA Cengage is a leading provider of customized learning solutions with employees residing in nearly 40 different countries and sales in more than 125 countries around the world. Find your local representative at www.cengage.com Cengage products are represented in Canada by Nelson Education, Ltd. -
Osmosis Study Guide
How to Study in Medical School How to Study in Medical School Written by: Rishi Desai, MD, MPH • Brooke Miller, PhD • Shiv Gaglani, MBA • Ryan Haynes, PhD Edited by: Andrea Day, MA • Fergus Baird, MA • Diana Stanley, MBA • Tanner Marshall, MS Special Thanks to: Henry L. Roediger III, PhD • Robert A. Bjork, PhD • Matthew Lineberry, PhD About Osmosis Created by medical students at Johns Hopkins and the former Khan Academy Medicine team, Os- mosis helps more than 250,000 current and future clinicians better retain and apply knowledge via a web- and mobile platform that takes advantage of cutting-edge cognitive techniques. © Osmosis, 2017 Much of the work you see us do is licensed under a Creative Commons license. We strongly be- lieve educational materials should be made freely available to everyone and be as accessible as possible. We also want to thank the people who support us financially, so we’ve made this exclu- sive book for you as a token of our thanks. This book unlike much of our work, is not under an open license and we reserve all our copyright rights on it. We ask that you not share this book liberally with your friends and colleagues. Any proceeds we generate from this book will be spent on creat- ing more open content for everyone to use. Thank you for your continued support! You can also support us by: • Telling your classmates and friends about us • Donating to us on Patreon (www.patreon.com/osmosis) or YouTube (www.youtube.com/osmosis) • Subscribing to our educational platform (www.osmosis.org) 2 Contents Problem 1: Rapid Forgetting Solution: Spaced Repetition and 1 Interleaved Practice Problem 2: Passive Studying Solution: Testing Effect and 2 "Memory Palace" Problem 3: Past Behaviors Solution: Fogg Behavior Model and 3 Growth Mindset 3 Introduction Students don’t get into medical school by accident. -
Useful Links for Language Learners
Useful Links for Language Learners All these links are for free resources that can help language learners. Some of these resources have paid options, but you do not have to sign up for the paid option to utilize their resources and learn a new language! Duolingo: This is a language teaching app that uses a combination of spaced repetition, game style learning and motivation, stories, and tips to share grammar, pronunciation, and cultural differences related to the language. Do not forget to explore the site beyond the lessons or you may miss out on some of what Duolingo has to offer. Forvo: This is a library of language audio clips. That is to say, native speakers say words in their language and share them at Forvo. Others can listen to those clips. If you create an account, you can also download the clips for non-commercial use (i.e. studying). If you are making your own digital flashcards, this can be a very useful site to visit. Google Images: This is like regular Google, but it searches primarily for images. This is useful for language learners, because doing an image search for a word in a foreign language can visually show how that word is perceived. It may show you an unexpected meaning or nuance that a simple translation cannot share; for instance, the Italian word ‘ragazzo’ could be translated into English as ‘boy’, but doing an image search will mostly reveal teenage boys, with a few smaller boys interspersed, giving a better understanding of the word. In addition, doing searches for vocabulary can help you to form memories related to vocabulary words, making you more likely to remember them in the future. -
Integrating a Computer-Based Flashcard Program Into Academic Vocabulary Learning Cennet Altiner Iowa State University
Iowa State University Capstones, Theses and Graduate Theses and Dissertations Dissertations 2011 Integrating a computer-based flashcard program into academic vocabulary learning Cennet Altiner Iowa State University Follow this and additional works at: https://lib.dr.iastate.edu/etd Part of the Curriculum and Instruction Commons Recommended Citation Altiner, Cennet, "Integrating a computer-based flashcard program into academic vocabulary learning" (2011). Graduate Theses and Dissertations. 10160. https://lib.dr.iastate.edu/etd/10160 This Thesis is brought to you for free and open access by the Iowa State University Capstones, Theses and Dissertations at Iowa State University Digital Repository. It has been accepted for inclusion in Graduate Theses and Dissertations by an authorized administrator of Iowa State University Digital Repository. For more information, please contact [email protected]. Integrating a computer-based flashcard program into academic vocabulary learning by Cennet Altiner A thesis submitted to the graduate faculty in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE Major: Education (Curriculum and Instructional Technology) Program of Study Committee: Ann Thompson, Major Professor Denise Schmidt Barbara Schwarte Iowa State University Ames, Iowa 2011 Copyright © Cennet Altiner, 2011. All rights reserved. ii TABLE OF CONTENTS LIST OF TABLES iv ABSTRACT v CHAPTER 1. INTRODUCTION 1 Introduction 1 Research Questions 3 Organization of the Study 4 CHAPTER 2. LITERATURE REVIEW 5 Target Vocabulary for ESL Students 5 Incidental Vocabulary Learning vs. Intentional Vocabulary Learning 7 The Role of Noticing in Vocabulary Learning 9 The Role of Repetition for Vocabulary Learning 10 Spaced Repetition 12 The role of Retrieval Process in Vocabulary Learning 14 Learning from Word Cards as a Vocabulary Learning Strategy 15 Computer-based Flashcard Programs 17 Summary 19 CHAPTER 3.