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Articles

Evaluating a range of learning schedules: hybrid training schedules may be as good as or better than distributed practice for some tasks

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Pages 276-290 | Received 21 Apr 2014, Accepted 23 Jun 2015, Published online: 21 Sep 2015

References

  • Anderson, J. R. 1982. “Acquisition of Cognitive Skill.” Psychological Review 89 (4): 369–406. doi:10.1037/0033-295X.89.4.369.
  • Anderson, J. R. 2007. How Can the Human Mind Exist in the Physical Universe? New York, NY: Oxford University Press.
  • Anderson, J. R., D. Bothell, M. D. Byrne, S. Douglass, C. Lebiere, and Y. Qin. 2004. “An Integrated Theory of the Mind.” Psychological Review 111 (4): 1036–1060. doi:10.1037/0033-295X.111.4.1036.
  • Anderson, J. R., and L. J. Schooler. 1991. “Reflections of the Environment in Memory.” Psychological Science 2 (6): 396–408. doi:10.1111/j.1467-9280.1991.tb00174.x.
  • Annett, J. 1994. “The Learning of Motor Skills: Sports Science and Ergonomics Perspectives.” Ergonomics 37 (1): 5–16. doi:10.1080/00140139408963617.
  • Bahrick, H. P. 1979. “Maintenance of Knowledge: Questions about Memory We Forgot to Ask.” Journal of Experimental Psychology: General 108 (3): 296–308. doi:10.1037/0096-3445.108.3.296.
  • Bahrick, H. P., L. E. Bahrick, A. S. Bahrick, and P. E. Bahrick. 1993. “Maintenance of Foreign Language Vocabulary and the Spacing Effect.” Psychological Science 4 (5): 316–321. doi:10.1111/j.1467-9280.1993.tb00571.x.
  • Bahrick, H. P., and E. Phelphs. 1987. “Retention of Spanish Vocabulary over 8 Years.” Journal of Experimental Psychology: Learning, Memory, and Cognition 13 (2): 344–349. doi:10.1037/0278-7393.13.2.344.
  • Bellet, T., and H. Tattegrain-Veste. 1999. “A Framework for Representing Driving Knowledge.” International Journal of Cognitive Ergonomics 3 (1): 37–49. doi:10.1207/s15327566ijce0301_3.
  • Bloom, K. C., and T. J. Shuell. 1981. “Effects of Massed and Distributed Practice on the Learning and Retention of Second-Language Vocabulary.” Journal of Educational Research 74 (4): 245–248. doi:10.1080/00220671.1981.10885317.
  • Booher, H. R., and J. Minninger. 2003. “Human Systems Integration in Army Systems Acquisition.” Handbook of Human Systems Integration: 663–698.
  • Cepeda, N. J., N. Coburn, D. Rohrer, J. T. Wixted, M. C. Mozer, and H. Pashler. 2009. “Optimizing Distributed Practice.” Experimental Psychology 56 (4): 236–246. doi:10.1027/1618-3169.56.4.236.
  • Cepeda, N. J., E. Vul, D. Rohrer, J. T. Wixted, and H. Pashler. 2008. “Spacing Effects in Learning: A Temporal Ridgeline of Optimal Retention.” Psychological Science 19 (11): 1095–1102. doi:10.1111/j.1467-9280.2008.02209.x.
  • Chan, A. H., and A. W. Ng. 2010. “Effects of Sign Characteristics and Training Methods on Safety Sign Training Effectiveness.” Ergonomics 53 (11): 1325–1346. doi:10.1080/00140139.2010.524251.
  • Cohen, J. 1988. Statistical Power Analysis for the Behavioral Sciences. 2nd ed. Hillsdale, NJ: Lawrence Erlbaum.
  • Cooke, N. J., F. T. Durso, and R. W. Schvaneveldt. 1994. “Retention of Skilled Search after Nine Years.” Human Factors: The Journal of the Human Factors and Ergonomics Society 36 (4): 597–605.
  • Cull, W. L., J. J. Shaughnessy, and E. B. Zechmeister. 1996. “Expanding Understanding of the Expanding-Pattern-of-Retrieval Mnemonic: Toward Confidence in Applicability.” Journal of Experimental Psychology: Applied 2 (4): 365–378. doi:10.1037/1076-898X.2.4.365.
  • Fishman, E. J., L. Keller, and R. C. Atkinson. 1968. “Massed versus Distributed Practice in Computerized Spelling Drills.” Journal of Educational Psychology 59 (4): 290–296. doi:10.1037/h0020055.
  • Fitts, P. M. 1954. “The Information Capacity of the Human Motor System in Controlling the Amplitude of Movement.” Journal of Experimental Psychology 47 (6): 381–391. doi:10.1037/h0055392.
  • Fitts, P. M. 1964. “Perceptual-Motor Skill Learning.” In Categories of Human Learning, edited by A. W. Melton, 381–391. New York, NY: Academic Press.
  • Gallagher, A. G., E. M. Ritter, H. H. Champion, G. G. Higgins, M. P. Fried, G. G. Moses, C. D. Smith, and R. M. Satava. 2005. “Virtual Reality Simulation for the Operating Room: Proficiency-Based Training as a Paradigm Shift in Surgical Skills Training.” Annals of Surgery 241 (2): 364–372. doi:10.1097/01.sla.0000151982.85062.80.
  • Glenberg, A. M. 1976. “Monotonic and Nonmonotonic Lag Effects in Paired-Associate and Recognition Memory Paradigms.” Journal of Verbal Learning and Verbal Behavior 15 (1): 1–16. doi:10.1016/S0022-5371(76)90002-5.
  • John, B. E., and D. E. Kieras. 1994. The GOMS Family of Analysis Techniques: Tools for Design and Evaluation. Pittsburgh, PA: School of Computer Science, Carnegie-Mellon University.
  • Kim, J. W., F. E. Ritter, and R. J. Koubek. 2013. “An Integrated Theory for Improved Skill Acquisition and Retention in the Three Stages of Learning.” Theoretical Issues in Ergonomics Science 14 (1): 22–37. doi:10.1080/1464536X.2011.573008.
  • Koubek, R. J., T. P. Clarkston, and V. Calvez. 1994. “The Training of Knowledge Structures for Manufacturing Tasks: An Empirical Study.” Ergonomics 37 (4): 765–780. doi:10.1080/00140139408963687.
  • Landauer, T., and R. A. Bjork. 1978. “Optimum Rehearsal Patterns and Name Learning.” Practical Aspects of Memory 1: 625–632.
  • Mackay, S., P. Morgan, V. Datta, A. Chang, and A. Darzi. 2002. “Practice Distribution in Procedural Skills Training.” Surgical Endoscopy. 16 (6): 957–961. doi:10.1007/s00464-001-9132-4.
  • Miller, G. A. 1956. “The Magical Number Seven, Plus or Minus Two: Some Limits on Our Capacity for Processing Information.” Psychological Review 63 (2): 81–97. doi:10.1037/h0043158.
  • Mills, M. 2011. Introducing Survival and Event History Analysis. Thousand Oaks, CA: Sage.
  • Moskaliuk, J., J. Bertram, and U. Cress. 2013. “Training in Virtual Environments: Putting Theory into Practice.” Ergonomics 56 (2): 195–204. doi:10.1080/00140139.2012.745623.
  • Moulton, C. A. E., A. Dubrowski, H. MacRae, B. Graham, E. Grober, and R. Reznick. 2006. “Teaching Surgical Skills: What Kind of Practice Makes Perfect? A Randomized, Controlled Trial.” Annals of Surgery 244 (3): 400–409.
  • Ohlsson, S. 2011. Deep Learning: How the Mind Overrides Experience. New York, NY: Cambridge University Press.
  • Paik, J. 2011. “A Novel Training Paradigm for Knowledge and Skills Acquisition: Hybrid Schedules Lead to Better Learning for Some but not All Tasks (PhD diss.)”. Department of Industrial Engineering, The Pennsylvania State University, University Park, PA.
  • Pavlik, P. I. 2007. “Timing Is in Order: Modeling Order Effects in the Learning of Information.” In In Order to Learn: How the Sequences of Topics Affect Learning, edited by F. E. Ritter, J. Nerb, E. Lehtinen, and T. O'Shea, 137–150. New York, NY: Oxford University Press.
  • Pavlik, P. I., and J. R. Anderson. 2005. “Practice and Forgetting Effects on Vocabulary Memory: An Activation-based Model of the Spacing Effect.” Cognitive Science 29 (4): 559–586. doi:10.1207/s15516709cog0000_14.
  • Petersen, A., and R. Barrett. 2009. “Postural Stability and Vehicle Kinematics during an Evasive Lane Change Manoeuvre: A Driver Training Study.” Ergonomics 52 (5): 560–568. doi:10.1080/00140130802419495.
  • Pew, R. W., and A. S. Mavor, eds. 2007. Human-System Integration in the System Development Process: A New Look. Washington, DC: National Academy Press. www.books.nap.edu/catalog.php?record_id=11893.
  • Rasmussen, J. 1986. Information Processing and Human-Machine Interaction: An Approach to Cognitive Engineering. New York, NY: Elsevier Science.
  • Reder, L. M., and F. E. Ritter. 1992. “What Determines Initial Feeling of Knowing? Familiarity with Question Terms, not with the Answer.” Journal of Experimental Psychology: Learning, Memory & Cognition 18 (3): 435–451. doi:10.1037/0278-7393.18.3.435.
  • Rohrer, D., and K. Taylor. 2006. “The Effects of Overlearning and Distributed Practise on the Retention of Mathematics Knowledge.” Applied Cognitive Psychology 20 (9): 1209–1224. doi:10.1002/acp.1266.
  • Rumelhart, D. E. 1967. The Effects of Interpresentation Intervals on Performance in a Continuous Paired-Associate Task (Tech. Rep. No. 16). Stanford, CA: Stanford University, Institute for Mathematical Studies in the Social Sciences.
  • Sauer, J., D. Burkolter, A. Kluge, S. Ritzmann, and K. Schüler. 2008. “The Effects of Heuristic Rule Training on Operator Performance in a Simulated Process Control Environment.” Ergonomics 51 (7): 953–967. doi:10.1080/00140130801915238.
  • Schmidt, R. A., and R. A. Bjork. 1992. “New Conceptualizations of Practice: Common Principles in Three Paradigms Suggest New Concepts for Training.” Psychological Science 3 (4): 207–217. doi:10.1111/j.1467-9280.1992.tb00029.x.
  • Shea, J. B., and R. L. Morgan. 1979. “Contextual Interference Effects on the Acquisition, Retention, and Transfer of a Motor Skill.” Journal of Experimental Psychology: Human Learning and Memory 5 (2): 179–187. doi:10.1037/0278-7393.5.2.179.
  • Simon, H. A. 1974. “How Big Is a Chunk? By Combining Data from Several Experiments, a Basic Human Memory Unit Can Be Identified and Measured.” Science 183 (4124): 482–488. doi:10.1126/science.183.4124.482.
  • Stefanidis, D., J. R. Korndorffer, S. Markley, R. Sierra, and D. J. Scott. 2006. “Proficiency Maintenance: Impact of Ongoing Simulator Training on Laparoscopic Skill Retention.” Journal of the American College of Surgeons 202 (4): 599–603. doi:10.1016/j.jamcollsurg.2005.12.018.
  • VanLehn, K. 1989. Learning Events in the Acquisition of Three Skills, In Proceedings of the 11th Annual Conference of the Cognitive Science Society, 434–441. Hillsdale, NJ: Erlbaum.
  • Vearrier, L. A., J. Langan, A. Shumway-Cook, and M. Woollacott. 2005. “An Intensive Massed Practice Approach to Retraining Balance Post-Stroke.” Gait & Posture 22 (2): 154–163. doi:10.1016/j.gaitpost.2004.09.001.
  • Warming, S. S., N. E. Ebbehøj, N. N. Wiese, L. H. Larsen, J. J. Duckert, and H. Tønnesen. 2008. “Little Effect of Transfer Technique Instruction and Physical Fitness Training in Reducing Low Back Pain Among Nurses: A Cluster Randomised Intervention Study.” Ergonomics 51 (10): 1530–1548. doi:10.1080/00140130802238606.
  • Young, J. L. 1971. “Reinforcement-Test Intervals in Paired-Associate Learning.” Journal of Mathematical Psychology 8 (1): 58–81. doi:10.1016/0022-2496(71)90023-X.

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