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CSLE vs Traditional

Dwayne Harapnuik —  July 20, 2017

A Comparison of the CSLE and the Traditional Teacher Centered Approach

Components CSLE Traditional Approach
Student’s role The learner’s needs are the starting point. The learner is not only an active participant in the learning process; they are required to take control and ownership of their learning and work toward making meaningful connections. Teachers start with the curriculum and determine what content that the student will be required to demonstrate that they have covered. The student’s responsibility is to regurgitate information and show that they are able to replicate assignment examples and processes.
Instructor’s role The instructor functions as a presenter, facilitator, coach, and mentor and iresponsiblety for creating the significant learning environment that promotes learning. They are required to provide the guided discovery, scaffolding, and conceptual framework mapping to facilitate learning. The teacher is the presenter of curriculum and content. The teacher will also demonstrate required procedures, process and standards and confirm that students can replicate those requirements. The teacher also functions as the gatekeeper of advancement through the use of standardized testing.
Social Networking Humans are social beings and being part of, contributing to, and interacting with community and culture is a central part of the learning process. Social networking is leveraged to promote communication and collaboration Teachers and schools system restrict students from using social networking in class and some settings require that phones and other connective and collaborative tools are turned off or are even confiscated.
Instructional delivery formats To take advantage of our ubiquitous access and social networking and to respond to the learner’s needs, our learning delivery can be mobile, online, blended, and even when face2face, must be digitally enhanced. Teachers primarily use the lecture to deliver content. The move toward the flipped classroom is generally a move to putting the lecture online and use the internet for content delivery. The delivery of content is the primary focus of instruction.
Instructional Design Starts with the end in mind and focuses on how a course or program will change learners lives, how it makes them a better member of society, and contribute to solving a particular problem or “real world” need. Rather than be bound to a single theory or approach, learning theories and approaches can be interchanged. The key is that we design an environment that is learner-centered, engaging, motivational, contextual, experiential, and authentic. Standardized tests, state standards, and district curriculum determine the instructional design. The priority is being able to demonstrate that content has been successfully delivered and that students are able to satisfactory complete standardized tests. Instructional design approaches that promote the decimation and regurgitation of information are used. The results are a teacher centered, passive, demotivating environment that lacks context and connection with the “real world”
Assessment & Evaluation The focus is on feedback, mastery of knowledge, authentic learning, critical analysis and creative thinking which help the learner make meaningful connections Summative assessments including tests, quizzes, standardized writing, and testing are used to show that the learner is able to replicate information and meet standards
Academic quality & standards Future focus of preparing our learner to learn how to learn and how to adapt to opportunities and challenges that don’t even exist. State standards, standardized testing, and college entrance requirements are the primary measure of quality and standards.
Technology & support The focus is on using technology to help you do want you want and need to do. Learning technologies are just tools that we use to enhance and empower learning. The best technology empowers creation and ultimately disappears. Technology is used for management and control of the delivery of content. Successful technology implementation means that the students has the technology and it is generally used to replace or enhance traditional information delivery and retrieval strategies.

Whether we are purposeful in its design or we just allow the circumstances to dictate its development, educators at all levels are providing some form of a learning environment. Rather than allow the environment to come together on its own and respond reactively to the learning dynamics that arise, we suggest that educators become proactive and create significant learning environments. If we start with a student-centered approach and purposefully assemble all the key components of effective learning into a significant learning environment, we can help our students to learn how to learn and grow into the people we all hope they will become.

The key to the CSLE is that it starts with the learner and focuses on their unique needs by giving the learner choice, ownership, and voice through authentic learning opportunities. The role of the teacher is diverse and spans a minimum of four different responsibilities ranging decreasing degrees of control from presenter to mentor (Priest, 2016). The benefits of the COVA approach are fully realized through the proactive implementation of CSLE. The purposeful and holistic design requirements of the COVA and CSLE approach require that teachers look beyond the temptation to use a mobile device or other technology tools as a quick fix and focus on how the learning environment can be structured and how the learner can use the technology to further the ownership of their learning.

In contrast, the traditional approach is simply an information delivery model of instruction that is best managed with a high degree of teacher control. Since it is relatively simple to determine to what extent the information has been delivered successfully through quizzes and standardized testing, the traditional approach tends to use technology to control and manage the delivery of content. Paper-based worksheets and tests are replaced with digital worksheets and tests which confirm the claim of November’s (2013) one thousand dollar pencil.

References

November, A. (2013). Who owns the learning? Bloomington, IN: Solution Tree Press

Priest, S. (2016). Learning & teaching [Web log post]. Retrieved from http://simonpriest.altervista.org/LT.html#ES

Links to all the CSLE+COVA vs Traditional table comparisons:

CSLE vs Traditional
COVA vs Traditional
CSLE+COVA Mindset vs Traditional

Links to the all the components of the CSLE+COVA framework:

Change in Focus
Why CSLE+COVA
CSLE
COVA
CSLE+COVA vs Traditional
Digital Learning & Leading
Research

COVA

Dwayne Harapnuik —  July 19, 2017

COVA — is a learner centered active learning approach that gives the learner choice (C), ownership (O), and voice (V) through authentic (A) learning opportunities.

While the acronym COVA is somewhat authentic, the elements of the COVA approach to learning which include choice, ownership, and voice through authentic activities or assignments are based on well-established and widely accepted active learning principles. Similarly, the elements of Creating Significant Learning Environments (CSLE) are not new and neither is the idea of looking at learning from a holistic or broader learning environment perspective. So, when the COVA approach is combined with CSLE, you get a significant learning environment which takes into account all the key elements essential to effective active learning. Additionally, the learner has the opportunity to choose and take ownership of their own authentic learning experiences. All the variables are in place to help your learner make the meaningful connections which are so fundamental to learning. When you factor in a genuine digital learning portfolio, which we prefer to call an ePortfolio, you also give your learner the opportunity to find their voice, reflect on their experiences, express their insights, connect, and collaborate with a broader learning community. Research has shown that the assembly of existing or well-established ideas into new combinations is the foundation of most innovative work and knowledge advancement (Wuchty, Jones, & Uzzi, 2007; Duhigg, 2016).

COVA Components

Choice – Learners are given the freedom to choose (C) how they wish to organize, structure and present their learning experiences and evidence of learning. Choice also extends to the authentic project or learning experience. Choice promotes personalized learning (Bolliger & Sheperd, 2010) which includes adapting or developing learning goals and choosing learning tools that support the learning process (Buchem, Tur, & Hölterhof, 2014). It is crucial to acknowledge that the learner’s choice is guided by the context of the learning opportunity and by the instructor who aids the learner in making effective choices.

It is extremely important that this learning process is understood as guided discovery and not confused with pure discovery learning (Bruner, 1961, 1960). The research over the past 40 years confirms guided discovery provides the appropriate freedom to engage in authentic learning opportunities while at the same time providing the necessary guidance, modeling, and direction to lessen the cognitive overload (Mayer, 2004). In addition to instructor guidance, the creation of a significant learning environment will also provide guidance and structure to help direct the learner. The academic literature is rich with examples of choice which can often be referred to as learner agency, autonomy, empowerment, self-efficacy. Choice has a very long history as we can see from Dewey’s (1916) perspective from Democracy and Education:

The essence of the demand for freedom is the need of conditions which will enable an individual to make his own special contribution to a group interest, and to partake of its activities in such ways that social guidance shall be a matter of his own mental attitude and not a mere authoritative dictation of his acts. (p.352)

Ownership – Learners are given control and ownership (O) over the entire learning process including the selection of projects, the ePortfolio process, and all their learning tools. Once again we must reiterate that this ownership process is within the context of instructor guidance. The same benefits of guided discovery discussed above apply to this context as well. Constructivists, like Jonassen (1999), argue that ownership of the problem is key to learning because it increases learner engagement and motivation to seek out solutions. Ownership of learning is also directly tied to agency when learners make choices and “impose those choices on the world” (Buchem et al., 2014, p. 20; Buchem, Attwell, & Torres, 2011). Clark (2001) points to a learner’s own personal agency and ownership of belief systems as one major factor contributing to the willingness and persistence in sharing their learning. These belief systems must be understood prior to sharing their belief systems. Clark (2001) also claimed that media is not solely responsible for learner motivation.

Voice – Learners are given the opportunity to use their own voice (V) to structure their work and ideas and share those insights and knowledge with their colleagues within their organizations. The opportunity to share this new knowledge publicly with people other than the instructors helps the learner to deepen their understanding, demonstrate flexibility of knowledge, find their unique voice, establish a sense of purpose, and develop a greater sense of personal significance (Bass, 2014).

Authentic learning – Learners are given the opportunity to select and engage in authentic (A) learning opportunities that enable them to make a genuine difference in their own learning environments. The selection and engagement in real-world problems that are relevant to the learner furthers their ability to make meaningful connections (Donovan et al., 2000) and provide them with career preparedness not available in more traditional didactic forms of education (Windham, 2007). Research confirms that authenticity is only developed through engagement with these sorts of real-world tasks and that this type of authentic learning can deepen knowledge creation and ultimately help the learner transfer this knowledge beyond the classroom (Driscoll, 2005; Nikitina, 2011). It is also important to recognize that authenticity is not an independent or isolated feature of the learning environment but it is the result of the continual interaction between the learner, the real-world activity, and the learning environment (Barab, Squire, & Dueber, 2000). This is also why we stress that in the COVA model choice, ownership, and voice are realized through authentic learning and without this dynamic and interactive authenticity, there would be no genuine choice, ownership, and voice.

References

Barab, S. A., Squire, K. D., & Dueber, W. (2000). A co-evolutionary model for supporting the emergence of authenticity. Educational Technology Research and Development, 48(2), 37-62.

Bass, R. (2014). Social pedagogies in ePortfolio practices: Principles for design and impact. Retrieved from http://c2l.mcnrc.org/pedagogy/ped-analysis/

Bolliger, D. U., & Sheperd, C. E. (2010). Student perceptions of ePortfolio integration in Online courses. Distance Education, 31(3), 295-314.

Bruner, J. S. (1960). The process of education. Cambridge, MA: Harvard University Press.

Bruner, J. S. (1961). The act of discovery. Harvard Educational Review, 31(1), 21–32.

Buchem, I., Attwell, G., & Torres, R. (2011). Understanding personal learning environments: Literature review and synthesis through the activity theory lens. Proceedings of the PLE Conference, 1-33. Retrieved from http://journal.webscience.org/658/

Buchem, I., Tur, G., & Hölterhof, T. (2014). Learner control in personal learning environments: cross-cultural study. Journal of Literacy and Technology, 15(2), 14-53. Retrieved from http://www.literacyandtechnology.org/volume-15-number-2-june-2014.html

Clark, R. (2001). Learning from media: Arguments, analysis, and evidence. Greenwich, CT: Information Age Publishing.

Dewey, J. (1916). Democracy and education: An introduction to philosophy of education. New York, NY: Macmillan.

Donovan, S. M., Bransford, J. D., & Pellegrino, J. W. (2000). How People Learn: Bridging research and practice. Washington D. C.: National Academy Press.

Driscoll, M. P. (2005) Psychology of Learning for Instruction. Toronto, ON: Pearson.

Duhigg, C. (2016). Smarter faster better: The secrets of being productive. New York, NY: Random House.

Jonassen, D. H. (1999). Designing constructivist learning environments. In C. M. Reigeluth, Instructional-design theories and models: A new paradigm of instructional theory (pp. 215-240). New York, NY: Routledge.

Mayer, R. E. (2004). Should there be a three-strikes rule against pure discovery learning? American Psychologist, 59(1), 14–19. http://dx.doi.org.libproxy.lamar.edu/10.1037/0003-066X.59.1.14

Nikitina, L. (2011). Creating an authentic learning environment in the foreign language classroom. International Journal of Instruction, (4)1, 33-36. Retrieved from http://www.e-iji.net/dosyalar/iji_2011_1_3.pdf

Windham, C. (2007). Why today’s students value authentic learning. Educause Learning ELI Paper 9. Retrieved from http://net.educause.edu/ir/library/pdf/ELI3017.pdf
Wuchty, S., Jones, B. F., & Uzzi, B. (2007). The increasing dominance of teams in production of knowledge. Science, 316(5827), 1036–1039.

Links to the all the components of the CSLE+COVA framework:

Change in Focus
Why CSLE+COVA
CSLE
COVA
CSLE+COVA vs Traditional
Digital Learning & Leading
Research

Last Revised July 14, 2018

CSLE+COVA

Dwayne Harapnuik —  July 19, 2017

If someone needs directions, don’t give them a globe. It’ll merely waste their time. But if someone needs to understand the way things are, don’t give them a map. They don’t need directions; they need to see the big picture (Seth Godin, 2017 para. 1).

In order to fully understand what the CSLE+COVA framework is and how it can enhance and transform learning, you need to see the broader perspective of creating a significant learning environment (CSLE) in which we give the learner choice ownership and voice through authentic learning opportunities (COVA).

The CSLE+COVA framework isn’t just a theoretical construct it provides the learning foundation for the Masters of Education in Digital Learning and Leading program and Masters of Education in Applied Digital Learning at Lamar University, is being used in the Lamar Honors College and several other programs at Lamar, is being used in the K-12 classrooms all across North America and is also being used to transform corporate learning environments.

We recommend that you use the following linked pages (traditional blue link text) in sequence but as you will see from the principles of COVA we leave that choice up to you:


CSLE+COVA – The synergy of creating significant learning environments by providing learners choice, ownership, and voice through authentic learning opportunities.

To benefit from the CSLE+COVA framework you must begin with a Change in Focus
You will find that these two videos (Part A – 7 min & Part B – 4 min) will help you to recognize how a simple change in focus can help you and your organization stay focused on helping your learners to realize their full potential and grow into future leaders who will help improve our world.

Creating Significant Learning Environment

Creating Significant Learning Environment

CSLE
This short video (6 min) explains how important it is to look at the bigger picture when you are creating significant learning environments.

COVA
The short page and video (2 min) provides the overview and context for COVA and will help to reinforce how important it is to have choice, ownership, and voice through authentic learning opportunities.

CSLE+COVA Framework
The short page and video (2 min) provide the overview and context for CSLE+COVA.

Why CSLE+COVA
Since people don’t buy into what you do but buy why you do the CSLE+COVA Why, How and What page and the short 4 Keys to CSLE+COVA (5 min) provide the foundational starting point about how to use technology to enhance learning.

How The CSLE+COVA framework is used as the foundation for the Masters of Digital Learning and Leading (DLL) and Applied Digital Learning (ADL) at Lamar University:

DLL Program Map & ADL Program Map
The DLL Program Map and ADP Program Maps pages and related videos (8 min) will give you a detailed explanation, and a visual representation of how the DLL and ADL programs works and how each of the courses works together to help you build, implement and measure an innovation plan that will help you succeed as a digital leader.

What to expect from the DLL & What to expect from the ADL
Constructivist hold that people learn by making meaningful connections between what they already know and what is new. Therefore, it is our hope that the What to Expect video (6 min) which compares and contrasts the CSLE+COVA to the traditional information transfer model will help you to understand how to deal with the differences you will experience in the DLL program

What you get from the DLL & What you get from the ADL
Since the DLL and ADL programs use authentic learning opportunities that are core to the constructivist CSLE+COVA approach this page points to all the authentic, plans, strategies, and related resources that you will create in the program.

Research that supports the CSLE+COVA Framework
We encourage everyone to always look at the research and supporting ideas and theories behind what you read. The CSLE+COVA and the DLL and ADL programs are based on well-established constructivist theories and research so we encourage you to explore these foundational ideas further.

References
Godin, S. (2017, January 8). Maps and globes [Blog]. Retrieved from http://sethgodin.typepad.com/seths_blog/2017/01/maps-and-globes.html

To better understand how the CSLE+COVA approach compares to traditional approaches, how it is used in the Masters of Digital Learning and Leading at Lamar University and to view the research supporting the approach consider the following:

Change in Focus
Why CSLE+COVA
CSLE
COVA
CSLE+COVA vs Traditional
Digital Learning & Leading
Applied Digital Learning
Research


It is very important that you understand the full context of my son’s circumstances to understand the following authentic learning experience that I am about to share. The average home price on the North Shore of Vancouver is around 1.5 million dollars and this is for a very average 1200 square foot house. To put this in context, the 4 bedroom, 3 bath, 3000 square foot house with 10, 12 and 14 foot ceilings, polished concrete floors and an attached 3 car garage on 2 acres of land that we sold for $250,000 when we left Abilene Texas in 2011 would be worth between 4-4.5 million dollars in West Vancouver which is the most prestigious area of the North Shore. As you can imagine rents in this area also extremely high.

When we moved to the North Shore back in 2013 so that my boys could pursue their dreams of becoming professional Down Hill Mountain bike racers we knew we wouldn’t be able to afford to buy a home. While the cost of housing is ridiculous there are other benefits that make living on the North Shore a priority for my boys. In addition to living between 5-15 minutes away from 3 different mountains my boys use for daily training, we are also an hour away from Whistler which has one of the best Down Hill Mountain Bike Parks in the world. Factor in the amazing bike culture that has grown out of the North Shore and Whistler and one could argue that there are few better places in the world where my boys could pursue their dreams.

Unfortunately, Down Hill Mountain Bike racing is a relatively new sport (about 20 years old) and most pro racers do not make much money when compared to other professional athletes. In 2016 Aaron Gwin who is the top racer in the world changed the sport by moving to a new company that was willing to pay him 3 times what his previous company paid him. This massive increase put his annual contract at just under half a million dollars a year. There are only a handful of riders in the world who are making low six-figure salaries so unfortunately, most up and coming pro racers like my boys are lucky to have sponsorships which will help cover the cost of equipment but the cost of travel, racing, training, and living is something that is up to the rider. This explains why my two boys who are 19 and 21 still live at home. Both my boys are extremely independent and even though they live with their parents they have complete freedom and control over all other aspects of their lives. We live in one the most expensive places in North America and they don’t make much money—yet. If we were living anywhere else they would be on their own.

A few months back, neighborhood friends asked if either our boys would be willing to house sit for them and take care of their two full-size dogs when they went to Hawaii for a month. Levi, my older son who was still 20 at the time, jumped at the opportunity to house sit and have his own space for a full month. I managed to control myself and didn’t comment at all on his decision even though I was thinking to myself, I hope Levi realizes just how much work and time walking, exercising and caring for those dogs and that large house is going to take. These people live in a large house at the base of Mount Fromm near the end of a trail that Levi often trains on so I can only image that the proximity to his training was another factor that swayed his decision.

One more bit of context… My boys grew up having choice, ownership, and voice through authentic learning opportunities (COVA) so I saw this opportunity for Levi to have another wonderful way to learn some valuable life lessons — especially when it comes to taking care of other people’s stuff and their animals. My boys didn’t have pets growing up partially because we traveled a fair amount and our lifestyle didn’t really allow for being tied down by animals. When my boys were much younger we often took care of friends cats, dog, gerbils and birds so while my boys didn’t live with animals for years at a time there were times when they were responsible for animals for months at a time so Levi should have known partially what he was getting into. Back to the house and sitting scenario.

About a week into Levi’s house and dog sitting experience when he stopped by to work on his bike, I simply asked him how it was going and he lamented:

…This is taking way more time than I expected…those dogs just won’t leave me alone… I like them but they take so much work… I walk them in the morning before I train… then I come over here to work on my bike… and then I have to go into work and then after work I have to walk them again…

Once again, I managed to control myself and didn’t comment on anything but I did ask if there was anything I could do to help. Levi simply said,

No Dad…I got this.

I knew before Levi had taken on this responsibility that the small freedom that this great house would offer would come at a significant expense of time which Levi just didn’t have. Our garage is equipped as a bike repair shop so I knew Levi would still come home on a daily basis after his training rides to clean and maintain his bike. As a professional athlete, Levi controls his diet very closely and is a creature of habit so I also knew he would be coming home daily to prepare his meals and eat. I knew he would want to use and have access to the Vitamix, the pantry, the freezer and all the food prep resources he was accustomed to. I also knew that his responsibility as the head mechanic and mountain bike instructor at his sponsor Endless Biking would be increasing that same month because Endless was starting to receive their shipments of new bikes for the upcoming season.

So as the days progressed Levi kept coming over earlier and earlier in the morning to make his special shake and then head to the gym which is only a block away. Levi would pop in and out throughout the day between training, working, exercising the dogs and then we wouldn’t see him until the next morning. Our friends came back and on the first night Levi was back at home I told Levi I was proud of how well he handled the responsibility and commended him for going above and beyond what was expected in exercising the dogs. When he said—I am glad this is over… I am never going to do that again… I couldn’t contain myself any longer and started the following short exchange. I had learned over the years that the best way to start a learning moment conversation was to provide a brief context and then ask a question. So I simply stated… Levi, when I was young I too house sat and took care of other people’s dogs like you have so I knew before you took on this responsibility just how much work this was going to be. I am sorry for not telling you about this before. Can you tell me how I might have talked to you or warned you about what you were really taking on. Without hesitation Levi stated— Dad, I wouldn’t have listened… I had to learn this myself. Levi then gave me a big strong hug. I am glad I cared enough to let Levi learn everything he learned completely on his own. Fortunately, this type of life lesson can and does happen in a more formal learning setting.

Over the years, for the most part, I have created significant learning environments (CSLE) where I have given my boys and my students choice, ownership and voice through authentic opportunities (COVA). The reason I said “for the most part” is that giving over control is one of the hardest things a parent or teacher can do. We don’t want our kids to get hurt, or to struggle, or fail or get annoyed with us so we have the tendency to shield them in advance from the consequences of their actions and yet this is where the most significant learning can happen. Giving my boys and my students control over their own learning has been one of the biggest challenges of my personal and professional life.

The life lessons learned through taking full ownership of a learning opportunity cannot be matched by any form of direct instruction or teacher controlled experience. If we care enough for our learners we need to let go of the control and be willing to see them struggle, or fail or even get annoyed with us if we expect them to learn the life lessons that come about through taking full ownership of authentic learning opportunities. Both my boys have learned the value of authentic learning and while they do occasionally get annoyed with me it doesn’t happen much anymore because they have grown to appreciate the value in the struggles of taking ownership of their own learning.

Unfortunately, since many of my students are accustomed to a more traditional form of education which includes giving the teacher or professor what they want and regurgitating information in a simulated project, paper or exam, it is not uncommon to have some of my students annoyed or even angry with me because they feel that I may not be doing my job by not telling them what to do and think. I am willing to have them be annoyed with me because I care enough about their learning to know that if they take ownership and learn by working on something that is authentic then their learning will be transformative. I don’t just let my boys or my learners flounder without any guidance, I do give them guidance and direction through the learning environment that I create or that I point them to through authentic opportunities. The following quote from a recent graduate of the Digital Learning and Leading program where I use the COVA+CSLE approach sums up her experience and the value of this type of learning:

The DLL program shows you where to look, but does not tell you what to see – Brandi Collins

When we let our learners take control of their learning the experiences they can embrace, the meaningful connections they create, and the knowledge that they gain will be life changing. Isn’t this really our primary responsibility as parents and educators?

References

Collins, B. (2017). Highlights from Lamar University Masters program in Educational Technology [Blog]. Retrieved from http://madelinebrandicollins.weebly.com/digital-learning–leading.html

Ventura, M. (1993). Letters at 3am: Reports on endarkenment. Spring Pubns.

The other morning a colleague sent me the tweet from Daniel Pink “The secret to learning is overlearning…” which pointed to Cari Romm’s (2017) New York Magazine post To Truly Learn Something, Study Until You’ve Mastered It — and Then Keep Studying. Since I am a learning theorist and am always searching for “the secret to learning” and since Pink’s book Drive: The Surprising Truth About What Motivates Us is still one of my favorite books on motivation I started down the rabbit trail by reviewing Romm’s article in the Science of Us section of the blog. The reason I used the terms “started down the rabbit trail” and also used “reviewed” rather the “read” is very significant because in order to get to the truth or the actual facts about what these various people were stating I ended up looking at several other magazine/blog posts and then a few journal articles and went back to a couple of books to get the full story and really see what the facts are. While I am referring to this process of going down the rabbit trail what I am really referring to is simply doing the due diligence of analytical thinking and getting to the facts by going back to the primary sources to see what is really being said. Let me explain why this is so important and why we need to encourage everyone to verify what is being said and written.

Getting back to Romm’s post about the secret to learning, the headline alone would suggest that the article is about learning. Romm’s opening statement also points to and questions deliberate practice and elite performance:

…On its own, deliberate practice isn’t enough to turn you into an elite performer, whether you’re talking about boosting your athletic prowess or learning to play the violin.

Since I have been studying Anders Ericsson’s research into deliberate practice for many years I was intrigued by this opening statement and immediately reviewed the short post and followed the link to the post that Romm had pointed to in her opening. Before I deal with this second stop on the rabbit trail I need to explain that Romm’s generalization did not line up with the findings of the article Overlearning hyperstabilizes a skill by rapidly making neurochemical processing inhibitory-dominant in Nature Neuroscience (2017) she referred to and while she used the term learning what the article was referring to was actually training and memorization. This is where we get into a problem that can be resolved with clearly defining terms. How is the term “learning” really being used?

The learning that the authors of the Nature article referred to was in the context of a learned response to a stimulus. They also referred to training and memorization and their primary conclusion was that after a training event or session the learned stimulus-response needs to be stabilized or reinforced in order to prevent it from being disrupted by a new learned response. To prevent this loss you need to spend a minimum of 20 more minutes after you have reached the training plateau to reinforce the effect of training – which they referred to as overlearning. The authors of the Nature article (2017) were researching how people responded to a visual-recognition task by asking the participants to identify patterns in images and then measured the concentrations of excitatory and inhibitory neuro-transmitter levels in the visual areas of the brain. In a nutshell these researchers have identified the biological reaction in the brain that reinforces a conditioned response by increasing the excitatory neuro-transmitters and they have generalized that overlearning rapidly and strongly hyperstabilizes this biological reaction (Shibata et al., 2017). While they have also gone as far as to generalize that overlearning will help you retain your training or memorization they do qualify that their work has only gone as far as exploring this within the visual context.

While there are elements of data to support Romm’s headline the generalization – to truly learn something you need to study until you master it and then keep on studying is not correct. A more accurate claim would be – to truly memorize something you need to study until you master it and then keep on studying. There is a big difference between memorizing something and learning something. Learning is making meaningful connections by connecting new information or ideas with existing information or ideas to come to know something new. While memorization plays a role in the learning process it is only part of the process and all too often is used by people to simply regurgitate information. Richard Feynman (2014) reminds us that there is a difference between knowing the name of something and knowing something.

I firmly believe that Romm has no malicious intent in or intentionally wanted to mislead people but this where it is our responsibility to analyze and assess the author’s argument for validity. While there are elements of truth in her generalization of benefits of studying the assertions of the opening statement “deliberate practice isn’t enough” are actually misleading and unfortunately false.

This leads us further down the rabbit trail. Rather than look at primary sources and Anders Ericsson’s actual research into deliberate practice Romm points and links to another Science of Us blog post 10,000 Hours of Deliberate Practice Aren’t Going to Get You Olympic Gold by Drake Baer (2017). Unfortunately for Romm, Baer isn’t much better at research and doesn’t bother by going to the primary sources either to really find out the what he is referring to as deliberate practice or the 10,000-hour rule. Baer mistakenly points to Galdwell’s book Outliers and suggests that deliberate practice is simply a matter of putting in 10,000 of hard work and links to his own 2013 FastCompany article that confirms that you just need to put in the time. To be fair to Baer he does suggest in that you need to work on the hard parts to get better but only refers to a BrainPickings article (Popova, 2013) rather than a primary source. To add an appeal to authority Baer also points to the Karl Smith’s (2016) Scientific America blog post No One Wins Gold for Practicing the Most which also gets it wrong. While Smith does point to Macnamara, Hambrick, and Oswald’s (2014) research article Deliberate Practice and Performance in Music, Games, Sports, Education, and Professions: A Meta-Analysis in Psychological Science to support his argument I am relatively certain he hasn’t read the full article or even looked at Ericsson’s original research or most recent work because he incorrectly defines deliberate practice and overemphasizes the 10,000 hour aspect.

If you look at Ericsson’s research or his latest book Peak: Secrets from the new science of expertise (2016) which summarizes all his work on deliberate practice you will find that the 10,000-hour rule that Gladwell popularized is actually false. Ericsson (2016) actually stated that depending on the discipline and various other factors a rudimentary level of expertise could be reached after one put in 7500 – 15,000 hours. This is a big range and Gladwell generalized this idea by simply picking the 10,000 point because it would be easier to remember. Ericsson (2016) also points out that this is just the starting point of expertise and many world-class performers have put in more than 20,000 more hours to be the best. The 10,000-hour rule is not a rule but a popular myth and authors like Romm and Baer mistakenly refer to this myth.

But there is an even bigger problem with the arguments of bloggers Romm, Baer, Smith and the researchers Macnamara, Hambrick, and Oswald. They all define deliberate practice incorrectly. Deliberate practice is not just putting in the time or working harder or pushing oneself further, nor is it just using structured practice. Ericsson (2016) is quite clear when he states that just practicing countless hour after hour, in the same way, will not help one improve and in many instances this repetitive practice, even if it has some form of structure, can potentially degrade performance. It is not the total hours or the fact that there is a structure that matters it is how one practices in those hours and what that structure is that matters.
According to Ericsson (2016) deliberate practice involves the following four components:

  1. Goals – you have to have a clear vision of what you are working toward or hope to accomplish. Watching or visualizing the activity performed perfectly either in a video of yourself or another expert will help you get to your goals.
  2. Focus – you have to break down the activity into smaller chunks and slow down the process to get a higher degree of control and precision. Paradoxically you have to slow down to get smooth enough before you can get faster and better.
  3. Feedback – you have to analyze your performance and look for ways to improve. Most experts have learned to continually error correct and look at and analyze what they are doing with an eye to continuous improvement. This is where coaches, good teachers and even video recordings of your performance come into play. Most novices will require a coach to provide the necessary feedback because they often don’t even know what they need to improve. A cycle of feedback and continuous error correction is the key to deliberate practice
  4. Exit your comfort zone – you have to push yourself beyond your comfort zone order to make improvements. The key is to push just enough to be slightly uncomfortable but not so much that you will fail immediately. Experts have learned what that 3-4 % improvement feels like and to know when they are going to far out of their comfort zone to reach new levels of performance.

Ericsson also points out that experts have a deep set of mental representations of their discipline that make it easy for them to do things that look magical to the average person. Experts have done the mental reps that give them the highest levels of mental representation that enable them to operate at the highest level. This is a combination of mental and physical training at the highest level and is much more than working or practicing hard for 10,000 hours. So at this point in the rabbit trail, I hope one can see that these first few authors really shouldn’t be trusted. It appears that the bloggers Romm and Baer may be more interested in building their following with catchy headlines to promote their writing then they are with the facts. If we can’t trust these authors then who can we trust—the academics? Smith is a Ph.D. candidate who published in the Scientific America blog and the researchers Macnamara, Hambrick, and Oswald are publishing in peer-reviewed journals but can we trust their findings just based their credentials and a perceived higher quality of the publication. Unfortunately, not. Smith didn’t bother looking at the primary sources to get a clear definition of deliberate practice and was too willing to simply run with the notion that deliberate practice involves harder work. If you compare the notion of harder work with the 4 components of deliberate practice listed above it is clear that deliberate practice is much more than hard work.

When you review the work of Macnamara, Hambrick, and Oswald (2014) you will find that they have gone to the primary sources but unfortunately, you will also see that they define deliberate practice as

engagement in structured activities created specifically to improve performance in a domain. (p. 1608)

which is not an accurate definition to use in their meta-analysis. Such a vague definition of deliberate practice not only cast doubts on the authors’ findings that deliberate practice only explained 26% of the variance in performance for games, 21% for music, 18% for sports it calls into question their entire research. The key to deliberate practice is the details of the purposeful goals, focus, feedback while pushing the limits. This is much more than just structure. While Macnamara, Hambrick, and Oswald do confirm that deliberate practice is still important they posit that it is not as important Ericsson argues.

This is where one has to be careful in examining the data, the research methods and exactly what the researchers are looking for. While I have stated earlier that I am calling their findings into question I will also state that it appears that their research is accurate. Let me explain, if you use a very loose definition of deliberate practice and simply point to structured activity then you will get the results that they point to. This is what they found in their meta-analysis. However, if you use the authentic definition of deliberate practice from the primary sources I would argue that there would be a very different result. Macnamara, Hambrick, and Oswald did a very thorough job on some aspects of their research like their methods, their analysis, and coding of the information but their research question was based on an inaccurate or overly broad definition of deliberate practice (Ericsson, 2016b).

So at this point of the rabbit trail, we find out that many of the claims made by numerous authors are simply wrong because they did not go to the original sources and kept referring to other authors who also failed to go to the original sources. And when we finally found some authors who did go to the original sources their claims could not be trusted either because these authors did not use the same definitions that the original authors used.

Who can you trust? Trust yourself. We have the responsibility to verify what we read by reading critically and thinking analytically while looking at the evidence. While I referred to this process of going down the rabbit trail it really is just a matter of seeing if an author has supported what they are saying and can corroborate their statements with external sources. Ideally, the external source should be primary sources. There will always be differences of opinions and biases but if you are objective enough and can look at the facts you should be able to discern what is accurate regardless of your bias. Admitting your bias is also is a good way of assuring your reader that you are attempting to be objective—we all have biases.

In summary, the tweet the other morning led to the above explanation and the examination of the following sources, and the following conclusions. Contrary to the errant claims of several authors who demonstrated very poor research skills the actual facts show:

  • deliberate practice will help you become an elite performer,
  • overlearning is great for memorization but memorization itself shouldn’t be mistaken for learning,
  • the 10,000-hour rule isn’t a rule but a pop culture myth and an interesting rap song.
  • accurate definition of terms is crucial to valid and reliable research.

This whole process took much more time than I had hoped or expected but if you really want to know then you have to do the due diligence and look at all the facts. There is no a quick fix. The most efficient way is to go back to the primary sources and see what is really being claimed. In the information age, there is an abundance or overload of available information so the need to do this is greater than ever before. Anyone can put anything up on the Internet so we have to be even more diligent than ever before. Unfortunately, the notion of trusted sources is something that we cannot rely on upon anymore, at least not completely. I will go as far as to suggest that there are some sources that I may be more inclined to initially trust but I would still verify. Stating what those sources are is a whole other argument and post. There are just far too many examples of faulty research being exposed and if you consider my example above, all it takes is a definition of terms to be ignored and the results of the research will be inaccurate. Furthermore, we need to be willing to heed the warnings of Chuck Klosterman (2016) who asks the question What If We’re Wrong? If we look how our understanding of science and the world around has progressed in the last several centuries then we should be willing to admit that there may be some things that we hold to be true today that may be false 10, 20, 50 or more years into the future.

We do live in the most amazing time to be a learner. All the world’s information is available to us in the palms of our hands. Because so much information is available we must not only be prepared but be willing to take the time that it takes to critically and analytically assess all the information we are taking in.

References

Baer, D. (2013, October 29). Why “Deliberate Practice” is the only way to keep getting better [Magazine]. Retrieved June 9, 2017, from https://www.fastcompany.com/3020758/leadership-now/why-deliberate-practice-is-the-only-way-to-keep-getting-better

Baer, D. (2016, August 8). 10,000 hours of deliberate practice aren’t going to get you Olympic gold [Blog]. Retrieved June 9, 2017, from http://nymag.com/scienceofus/2016/08/deliberate-practice-isnt-going-to-get-you-olympic-gold.html

Ericsson, A., & Pool, R. (2016). Peak: Secrets from the new science of expertise. New York, NY: Eamon Dolan/Houghton Mifflin Harcourt.

Ericsson, K. A. (2016). Summing up hours of any type of practice versus identifying optimal practice activities: Commentary on Macnamara, Moreau, & Hambrick (2016). Perspectives on Psychological Science, 11(3), 351–354.

Klosterman, C. (2016). But what if we’re wrong?: Thinking about the present as if it were the past. New York, NY: Blue Rider Press.

Macnamara, B. N., Hambrick, D. Z., & Oswald, F. L. (2014). Deliberate practice and performance in music, games, sports, education, and professions a meta-analysis. Psychological Science, 25(8), 1608–1618.

Popova, M. (2013, October 17). The psychology of getting unstuck: How to overcome the “OK Plateau” of performance & personal growth. Retrieved June 9, 2017, from https://www.brainpickings.org/2013/10/17/ok-plateau/

Richard Feynman : Knowing the Name of Something. (2014). [Video file] Retrieved from https://youtu.be/lFIYKmos3-s

Romm, C. (2017, January 31). To truly learn something, study until you’ve mastered It — and then keep going [Blog]. Retrieved June 9, 2017, from http://nymag.com/scienceofus/2017/01/to-truly-learn-something-study-way-more-than-you-need-to.html

Shibata, K., Sasaki, Y., Bang, J. W., Walsh, E. G., Machizawa, M. G., Tamaki, M., … Watanabe, T. (2017). Overlearning hyperstabilizes a skill by rapidly making neurochemical processing inhibitory-dominant. Nature Neuroscience, 20(3), 470–475.

Smith, K., J. (2016, August 5). No one wins gold for practicing the most. Retrieved June 9, 2017, from https://www.scientificamerican.com/article/no-one-wins-gold-for-practicing-the-most/