The research, led by psychological scientist Tom Stafford of the University of Sheffield (UK), suggests that the way you practice is just as important as how often you practice when it comes to learning quickly.
The new findings are published in Psychological Science, a journal of the Association for Psychological Science.
Stafford and Michael Dewar from The New York Times Research and Development Lab analyzed data from 854,064 people playing an online game called Axon. Players are tasked with guiding a neuron from connection to connection by clicking on potential targets, testing participants' ability to perceive, make decisions, and move quickly.
Stafford and Dewar were interested to know how practice affected players' subsequent performance in the game.
Some Axon players achieved higher scores than others despite practicing for the same amount of time. Game play data revealed that those players who seemed to learn more quickly had either spaced out their practice or had more variable early performance — suggesting they were exploring how the game works — before going on to perform better.
"The study suggests that learning can be improved — you can learn more efficiently or use the same practice time to learn to a higher level," says Stafford. "As we live longer, and as more of our lives become based around acquiring complex skills, optimal learning becomes increasingly relevant to everyone."
Using data collected from people playing games offers a new way for researchers to study learning, and has strong advantages compared to research on learning that is based in the lab. Game data provide insight into a real skill that people presumably enjoy practicing, and detailed data regarding all actions that players take as they learn to play are easily recorded.
"This kind of data affords us to look in an unprecedented way at the shape of the learning curve, allowing us to explore how the way we practice helps or hinders learning," says Stafford.
Stafford hopes to collaborate with game designers to further investigate the factors that shape optimal learning.
For more information about this study, please contact: Tom Stafford at email@example.com.
The article abstract is available online: http://pss.sagepub.com/content/early/2013/12/30/0956797613511466.abstract
Axon was developed for the Wellcome Trust by game designer Preloaded. The game can be played http://axon.wellcomeapps.com/. Researchers inserted a tracking code that recorded machine identity each time the game was loaded and kept track of the score and the date and time of play. No information on the players, other than their game scores, was collected.
Stafford and Dewar have made their data and analysis code publicly available for anyone who wishes to replicate or conduct their own analyses.
The APS journal Psychological Science is the highest ranked empirical journal in psychology. For a copy of the article "Tracing the Trajectory of Skill Learning With a Very Large Sample of Online Game Players" and access to other Psychological Science research findings, please contact Anna Mikulak at 202-293-9300 or firstname.lastname@example.org.
Anna Mikulak | EurekAlert!
Starting school boosts development
11.05.2017 | Max-Planck-Institut für Bildungsforschung
New Master’s programme: University of Kaiserslautern educates experts in quantum technology
15.03.2017 | Technische Universität Kaiserslautern
Physicists have developed a new technique that uses electrical voltages to control the electron spin on a chip. The newly-developed method provides protection from spin decay, meaning that the contained information can be maintained and transmitted over comparatively large distances, as has been demonstrated by a team from the University of Basel’s Department of Physics and the Swiss Nanoscience Institute. The results have been published in Physical Review X.
For several years, researchers have been trying to use the spin of an electron to store and transmit information. The spin of each electron is always coupled...
What is the mass of a proton? Scientists from Germany and Japan successfully did an important step towards the most exact knowledge of this fundamental constant. By means of precision measurements on a single proton, they could improve the precision by a factor of three and also correct the existing value.
To determine the mass of a single proton still more accurate – a group of physicists led by Klaus Blaum and Sven Sturm of the Max Planck Institute for Nuclear...
The research team of Prof. Dr. Oliver Einsle at the University of Freiburg's Institute of Biochemistry has long been exploring the functioning of nitrogenase....
A one trillion tonne iceberg - one of the biggest ever recorded -- has calved away from the Larsen C Ice Shelf in Antarctica, after a rift in the ice,...
Physics supports biology: Researchers from PTB have developed a model system to investigate friction phenomena with atomic precision
Friction: what you want from car brakes, otherwise rather a nuisance. In any case, it is useful to know as precisely as possible how friction phenomena arise –...
21.07.2017 | Event News
19.07.2017 | Event News
12.07.2017 | Event News
21.07.2017 | Earth Sciences
21.07.2017 | Power and Electrical Engineering
21.07.2017 | Physics and Astronomy