Applying New Education Technologies to Meet Workforce Education Needs Sanjay E
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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. -
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. -
Learning Efficiency Correlates of Using Supermemo with Specially Crafted Flashcards in Medical Scholarship
Learning efficiency correlates of using SuperMemo with specially crafted Flashcards in medical scholarship. Authors: Jacopo Michettoni, Alexis Pujo, Daniel Nadolny, Raj Thimmiah. Abstract Computer-assisted learning has been growing in popularity in higher education and in the research literature. A subset of these novel approaches to learning claim that predictive algorithms called Spaced Repetition can significantly improve retention rates of studied knowledge while minimizing the time investment required for learning. SuperMemo is a brand of commercial software and the editor of the SuperMemo spaced repetition algorithm. Medical scholarship is well known for requiring students to acquire large amounts of information in a short span of time. Anatomy, in particular, relies heavily on rote memorization. Using the SuperMemo web platform1 we are creating a non-randomized trial, inviting medical students completing an anatomy course to take part. Usage of SuperMemo as well as a performance test will be measured and compared with a concurrent control group who will not be provided with the SuperMemo Software. Hypotheses A) Increased average grade for memorization-intensive examinations If spaced repetition positively affects average retrievability and stability of memory over the term of one to four months, then consistent2 users should obtain better grades than their peers on memorization-intensive examination material. B) Grades increase with consistency There is a negative relationship between variability of daily usage of SRS and grades. 1 https://www.supermemo.com/ 2 Defined in Criteria for inclusion: SuperMemo group. C) Increased stability of memory in the long-term If spaced repetition positively affects knowledge stability, consistent users should have more durable recall even after reviews of learned material have ceased. -
Exploring the Contemporary Educational Challenges and Impact of Influential Coaching Classes of English Language Learning in Pakistan
Orient Research Journal of Social Sciences ISSN Print 2616-7085 June 2019, Vol.4, No.1 [31-44] ISSN Online 2616-7093 Exploring the Contemporary Educational Challenges and Impact of Influential Coaching Classes of English Language Learning in Pakistan Hassan Bin Zubair1 Ishtiaq Ahmad2 Dr. Iftikhar Haider Malik3 Abstract This research explores the structure, phenomenon and impact of coaching class on the academic scenario in connection with the shadow education system in Pakistan. It is assumed that coaching centers focus to apply better techniques to teach English as a second language (L2). This research analyzes all the positive and negative aspects of coaching classes on English language learning especially in secondary education. This study is qualitative in its nature and mode of presentation but most of the data has been collected in written and recorded form for more comprehensive results and findings. Data is collected through questionnaires and class observation in Pakistani public sector schools. It is observed that students are satisfied with the coaching centers and the education they are providing in the sense of learning of English as a second language. Findings of this research show that students and teachers pay more attention in coaching classes/centers than to their regular classes at school. The study has some important implications, Pakistan government should introduce the tight check and balance system to reduce the burden on the parents who pay hefty amount of fees to the coaching centers for the prosperous future of their children and the standards of the public sector schools should be raised so that the students will rely more on their regular classes at school. -
Tutoring Center Effectiveness
Erik Cooper Tutoring Center Effectiveness: The Effect of Drop-In Tutoring While tutoring as a whole has been demonstrated to improve student learning across a variety of subjects and age groups, there is little published evidence for the effectiveness of drop-in tutoring at the undergraduate level. This type of tutoring can be derided as homework help; however, it is clear from this study that students who made use of the Tutoring Center (TC) regularly gained more academically than simply help with an individual class. In fact students who visited the TC more than 10 times per quarter had ap- proximately 10% higher rates of persistence and approximately 0.2 points higher average GPA’s than students who infrequently visited or who do not visit the TC during their first year of college. hen reviewing the literature on academic support styles, thereW is considerable evidence for the effec- tiveness of traditional one-on-one tutoring where a single tutor meets regularly with a single student to improve the learning and understand- ing of the student (Cohen & Kulik, 1981; Hartman, 1990; Topping, 1996). However, many colleges and universities choose not to or cannot afford to make individual tutoring available to their students. Instead, tutoring centers or learning labs at many institutions provide tutoring support to a number of students simultaneously. While it is assumed that students receive the same or similar benefit from tutoring in a center as they would from individual tutoring, “there is a lack of conclusive evidence to provide the rationale for the widespread implementation of effective peer tutoring programs in college settings” (Lildren & Meier, 1991, p.69). -
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. -
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. -
COPYRIGHTED MATERIAL Hack 1: Remember to Remember
HaleEvans c01.indd V4 - 07/21/2011 Page 1 CHAPTER 1 Memory In classical Greece, Mnemosyne — usually translated as “Memory” — was considered to be the mother of History, Music, Astronomy, and all the other Muses. Memory is fundamental to learning and knowledge, so we’ve placed our chapter of memory-enhancement techniques fi rst. They include how to build memory on previously memorized environments (Hack 2, “Build a Memory Dungeon”), how to use technology to remember most effi ciently (Hack 4, “Space Your Repetitions”), and how to draw old memories that you thought you had lost back to the surface (Hack 5, “Recall Long-Ago Events”). Boosting your memory will help you both gather new information and track where you’ve been in your life, bringing your past with you into the future. Our goal is to help you hold onto all the intangible treasures your academic pursuits and life experience bring you. COPYRIGHTED MATERIAL Hack 1: Remember to Remember Ever use a fancy mnemonic only to forget that you memorized anything at all? Prospective memory is remembering to do something in the future. Learn to cue your prospective memory in ways that go far beyond a string around your fi nger. The traditional method to remind yourself that you need to remember some- thing (and a staple of clip art collections) is a string tied around your fi nger, but 1 cc01.indd01.indd 1 88/9/2011/9/2011 66:26:53:26:53 PPMM HaleEvans c01.indd V4 - 08/05/2011 Page 2 2 Chapter 1 n Memory there are many ways you can improve your prospective memory – or remember- ing to remember. -
An Investigation Into the Use of the Smartphone Application 'Memrise'
An Investigation into The Use of The Smartphone Application 'Memrise' in Supporting English Vocabulary Learning among Undergraduate Students in Saudi Arabia Abdulmajeed Almansour A thesis submitted in partial fulfilment of the requirements of Liverpool John Moores University for the degree of Doctor of Philosophy March 2019 Declaration I hereby certify that this submission is my own work and contains no material which has been accepted for the award of any other degree or diploma of the University or other institute of higher learning. ii Acknowledgments All praises and thanks are due to Allah the most gracious and most merciful, who abundantly offered me health, strength, patience and knowledge to complete this exciting PhD journey. My greatest gratitude and thanks go to my Director of Studies Dr Amanda Mason, who I have been privileged to be supervised by. Many thanks for her patience, constructive comments, guidance and invaluable suggestions throughout all the stages of my PhD journey. I would like also thank my second supervisor, Ms Brigitte Hordern for her invaluable advice and comments. Also, I am honoured and grateful to have Dr James Turner as my third supervisor who helped me a lot with his academic and technological comments. To my loving parents, I would like to thank my late father Abdullah for his support, who died during my PhD journey, too unfortunate he cannot see me graduate (May Allah have mercy on his soul). My sincere gratitude and love to my mother Sarah who have always been there to support and encourage me in my journey in every way possible. -
Spacing Learning Events Over Time: What the Research Says
Spacing Learning Events Over Time: What the Research Says Will Thalheimer, PhD A Work-Learning Research, Inc. Publication. © Copyright 2006 by Will Thalheimer. You may share this report as long as you share it intact and whole and don’t charge a price for it or include it in any priced event or product. Published February 2006 Spacing Learning Over Time Will Thalheimer, PhD How to cite this report using APA style: Thalheimer, W. (2006, February). Spacing Learning Events Over Time: What the Research Says. Retrieved November 31, 2006, from http://www.work-learning.com/catalog/ Obviously, you should substitute the date on which the document was downloaded for the fictitious November 31 date. Published 2006 The Author: Will Thalheimer is a learning-and-performance consultant and research psychologist specializing in learning, cognition, memory, and performance. Dr. Thalheimer has worked in the workplace learning field, beginning in 1985, as an instructional designer, simulation architect, project manager, product leader, trainer, consultant, and researcher. He has a PhD from Columbia University and an MBA from Drexel University. He founded Work- Learning Research in 1998 to help client organizations create learning environments to maximize performance and help learning professionals—instructional designers, e-learning developers, trainers, performance consultants, talent managers, and chief learning officers— utilize research-based knowledge to build effective learning-and-performance solutions. Dr. Thalheimer can be contacted at [email protected] or at the Work-Learning Research phone number below for inquiries about learning audits, workshops, speaking engagements, high-level instructional design, and consulting on e-learning, classroom training, learning measurement, learning strategy, and business strategy for learning. -
The Private Tutoring Scenario: Contributions to a Comparative Analysis
The private tutoring scenario: contributions to a comparative analysis Alexandre Ventura António Neto-Mendes Jorge Adelino Costa Sara Azevedo Department of Educational Sciences University of Aveiro Portugal Comunicação na XXII CESE Conference – Changing knowledge and education: communities, information societies and mobilities. The World in Europe – Europe in the World, Granada, 3 a 6 de Julho de 2006, ISBN 84-8491665-0. 1 The private tutoring scenario: contributions to a comparative analysis1 Alexandre Ventura António Neto-Mendes Jorge Adelino Costa Sara Azevedo Department of Educational Sciences University of Aveiro Portugal Abstract – Private tutoring, which we will analyse in this paper, has earned our attention due to several reasons: i) the fact that it is practically a worldwide phenomenon, even though educational systems vary from country to country; ii) the fact that the repercussions of private tutoring on pupils’ results may provoke a reequation of equity and equality of opportunity principles; iii) the belief that the financial costs sustained by the pupils’ families, on one hand, and the rising number of private tutors available (working part-time or full-time), on the other, grant this phenomenon a considerable social and economic importance. This approach privileges a qualitative analysis of the private tutoring scenario, with the aim of getting to know better some of its forms: its exercise as the sole employment of the tutor or as a supplement to the salary earned in another activity; private tutoring as a self-employment or employee activity; private tutoring that takes place in a local tutoring centre; private tutoring that takes place in a tutoring franchise, at a national or multinational level. -
Open a World of Possible: Real Stories About the Joy and Power of Reading © 2014 Scholastic 5 Foreword
PEN OA WORLD OF POssIBLE Real Stories About the Joy and Power of Reading Edited by Lois Bridges Foreword by Richard Robinson New York • Toronto • London • Auckland • Sydney Mexico City • New Delhi • Hong Kong • Buenos Aires DEDICATION For all children, and for all who love and inspire them— a world of possible awaits in the pages of a book. And for our beloved friend, Walter Dean Myers (1937–2014), who related reading to life itself: “Once I began to read, I began to exist.” b Credit for Charles M. Blow (p. 40): From The New York Times, January 23 © 2014 The New York Times. All rights reserved. Used by permission and protected by the Copyright Laws of the United States. The printing, copying, redistribution, or retransmission of this Content without written permission is prohibited. Credit for Frank Bruni (p. 218): From The New York Times, May 13 © 2014 The New York Times. All rights reserved. Used by permission and protected by the Copyright Laws of the United States. The printing, copying, redistribution, or retransmission of this Content without written permission is prohibited. Scholastic grants teachers permission to photocopy the reproducible pages from this book for classroom use. No other part of this publication may be reproduced in whole or in part, or stored in a retrieval system, or transmitted in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, without permission of the publisher. For information regarding permission, write to Scholastic Inc., 557 Broadway, New York, NY 10012. Cover Designer: Charles Kreloff Editor: Lois Bridges Copy/Production Editor: Danny Miller Interior Designer: Sarah Morrow Compilation © 2014 Scholastic Inc.