Assessing Challenge As a Motivator to Use a Retrieval Practice Study Strategy
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Assessing Challenge as a Motivator to Use a Retrieval Practice Study Strategy A thesis presented to the faculty of the College of Arts and Sciences of Ohio University In partial fulfillment of the requirements for the degree Master of Science Kyle A. Bayes August 2017 © 2017 Kyle A. Bayes. All Rights Reserved. 2 This thesis titled Assessing Challenge as a Motivator to Use a Retrieval Practice Study Strategy by KYLE A. BAYES has been approved for the Department of Psychology and the College of Arts and Sciences by Jeffrey B. Vancouver Professor of Psychology Robert Frank Dean, College of Arts and Sciences 3 Abstract BAYES, KYLE A., M.S., August 2017, Psychology Assessing Challenge as a Motivator to Use a Retrieval Practice Study Strategy Director of Thesis: Jeffrey B. Vancouver Individuals often do not use effective learning strategies when studying or learning material on their own. For example, retrieval practice, which is the effortful recall of information previously reviewed, is an effective but underutilized strategy. One potential explanation for the low usage of retrieval practice is a lack of motivation to use it. The current research explores whether the incorporation of challenge, which can be a strong motivator, will increase individuals’ use of retrieval practice. Specifically, self- regulated practice was assessed over one week as individuals prepared for graduate school exams (e.g., GMAT or GRE). During the week, individuals were provided math questions of various difficulties as a method for studying and preparing for the exams. Participants were either presented the items (a) randomly, (b) ordered from least to most difficult and allowed to choose the question, or (c) with increasingly challenging questions reflective of a participant’s ability level. In general, the results provided some support for the hypothesis that challenge is an effective method for motivating the use of retrieval practice. Implications for the design of training protocols, motivating individuals to learn effectively, and the generalizability of the challenge approach are discussed. 4 Table of Contents Page Abstract ............................................................................................................................... 3 List of Tables ...................................................................................................................... 6 List of Figures ..................................................................................................................... 7 Assessing Challenge as a Motivator to Use Retrieval Practice Study Strategy .................. 8 The Benefits of Successful Learning Strategies ............................................................... 11 Effective Learning Strategies Performance Effects ...................................................... 12 Generalizability of Effective Learning Strategies ........................................................ 14 Retrieval Practice .......................................................................................................... 15 Ways in Which Challenge Motivates ............................................................................... 19 Flow Theory .................................................................................................................. 20 Achievement Motivation .............................................................................................. 21 Self-Determination Theory ........................................................................................... 22 Adaptive Testing and Retrieval Practice ........................................................................... 24 The Present Study ............................................................................................................. 26 Methods............................................................................................................................. 27 Participants .................................................................................................................... 27 Measures/Manipulations ............................................................................................... 28 Challenge manipulation. ........................................................................................... 28 Performance. ............................................................................................................. 30 Retrieval practice. ..................................................................................................... 30 Time on questions. .................................................................................................... 30 Motivation. ................................................................................................................ 31 Felt challenge manipulation check. ........................................................................... 31 Demographics. .......................................................................................................... 32 Procedure ...................................................................................................................... 32 Results ............................................................................................................................... 34 Descriptives .................................................................................................................. 34 Manipulation Check ...................................................................................................... 40 5 Hypothesis Tests ........................................................................................................... 41 Supplementary Analyses ............................................................................................... 45 Discussion ......................................................................................................................... 49 Theoretical Implications ............................................................................................... 49 Practical Implications ................................................................................................... 50 Limitations and Future Directions ................................................................................ 52 Conclusion ........................................................................................................................ 57 References ......................................................................................................................... 58 Appendix A: First Contact Email and Forum Post ........................................................... 68 Appendix B: Participant’s Study View ............................................................................. 70 Appendix C: Measures ...................................................................................................... 83 Appendix D: Correlation Matrix for Felt Challenge ......................................................... 85 Appendix E: Additional Felt Challenge Measures ........................................................... 86 Appendix F: Analyses Changes after Deletion of Suspicious Retrieval Practice Instances ........................................................................................................................................... 87 6 List of Tables Page Table 1: Correlation table of main variables...................................................................36 7 List of Figures Page Figure 1: Screenshot of the level up message individuals received every time they leveled up.....................................................................................................................................30 Figure 2: Frequency distribution of the number of questions completed per group in bins of five ..............................................................................................................................38 Figure 3: Frequency distribution of retrieval practice by group for questions 1-10 .......39 Figure 4: Frequency distribution for the average amount of time spent on questions ....39 Figure 5: Frequency distribution for average amount of time spent on questions less than or equal to a minute.........................................................................................................40 Figure 6: Median number of questions answered by condition ......................................41 Figure 7: Mean self-reported motivation by group. Standard error bars are +/- 2..........42 Figure 8: Pre and posttest score by condition. Standard error bars are +/- 2 ..................44 Figure 9: Interaction between condition and pretest score on felt challenge ..................46 8 Assessing Challenge as a Motivator to Use Retrieval Practice Study Strategy With the ever-increasing demands of a competitive global economy, the importance of a knowledgeable, productive workforce that is continually learning and developing is crucial (Salas, Tannenbaum, Kraiger, & Smith Jentsch, 2012). U.S. organizations spent an estimated $70 billion on formal training programs in 2013 in an effort to mold productive employees (Bersin, 2014). Given this large investment in training and organizational learning, it behooves I-O psychology to incorporate efficient and effective learning strategies into training. Toward this end, I-O psychologists seek to incorporate advancements in human learning, pioneered by educational and cognitive psychology,