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Showing posts with label learning to learn. Show all posts
Showing posts with label learning to learn. Show all posts

Wednesday, July 17, 2019

Ability to Learn More Important Than Ever


Expertise is out and ability to learn is in. I recently learned this from the Atlantic magazine. I subscribe in spite of the fact that I disagree with much of its hyper-political content. The reason is that they do have a few informative articles without snarky politics. One such article in the July 2019 issue is about the training philosophy for a new class of ships they call “Littoral Combat Ships.” The
Source: U.S. Navy
USS Gabrielle Giffords is the first of a series of such vessels under construction. Several compelling factors drive the training protocols for developing crews for these ships. One factor is that these are high-tech ships that demand an intelligent and flexible crew that can respond to unexpected contingencies. Another factor is that these ships have a hollow belly which can be readily retrofitted for different kinds of missions. Another is the need to reduce crew size to hold down costs. The effect on training is that expertise is out and ability to learn is in. The Navy wants “hybrid” sailors who can readily learn and perform multiple kinds of tasks. Careers in such a navy depend not so much on what one knows but what one is able to learn.

The same trend appears to be happening in the civilian world of work. Employers are always looking to do more with fewer workers. Where workers cannot be replaced by technology, the hiring priority goes to workers who are good learners. This not only reduces labor costs but also creates an adaptable workforce that can respond to rapid shifts in technology and market opportunities and demands.

The education community should be adapting to these real-world dynamical shifts in worker capabilities. I fear that we are still stuck in 19th Century education models that focus on knowledge acquisition. State and Federal education standards have a near-exclusive emphasis on transferring knowledge and skills.

Schools tell students what they need to know, based on what we think is important in today’s world. Tomorrow will not be like today. What we need to know in tomorrow’s world is likely to be vastly different from today.

After school years have ended, who will hold a worker’s hand to teach them what they did not learn in school? How prepared are students to learn on their own? Where are the educational programs for developing ability to learn? Testing rests on assessing knowledge with multiple-choice tests. Students are drilled to levels of conformity where “no child is left behind” (which is equivalent to “no child pushed forward”).

Where do schools teach children how to memorize, so they can remember acquired knowledge for future use? Where do schools teach creativity? Where do schools teach insightfulness? Do we even know of ways to increase intelligence? Do students have many opportunities to learn to love learning for its own sake? Do they have many opportunities to experience the joy of real discovery? Are they taught how to collaborate with others to learn and solve problems? Are they taught how to integrate knowledge across academic disciplines?

Worse yet, schools tend to eliminate certain kinds of teaching that do develop learning-to-learn skills. For example, cursive writing is eliminated as a national curricular requirement, despite the fact that it promotes learning of goal direction, focus, attention to detail, and the value of practice (see my several posts on this subject). As schools strive for cost-effectiveness by increasing enrollments to mega school size, students are deprived of opportunities to develop autonomy, individual nurturing becomes impractical, and testing devolves to guessing and weak recognition memory on multiple-choice tests.

The bottom line is this: the world is changing its workforce needs. Schools, particularly American schools, do not seem to be producing the kind of workforce the world increasingly seems to need.

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Monday, January 28, 2019

Learning to Learn Emotional Stability


Educated people know about Pavlov's classical conditioning studies. But few people realize the pervasive implications that apply even today.

The key initial observation made by Pavlov was that when dogs saw objects that looked like (and probably smelled like) food, they salivated. He immediately seized on the concept of ASSOCATION that somehow caused nervous systems to learn. He had no way to know if dogs actually "thought" about the association. It did not matter whether the dogs did or not. The biological adaptiveness of such a learning system was obvious. Pavlov realized he needed to pursue this, instead of digestive physiology, as it was something new and fundamental. He went on to perform experiments that lead to the ideas of UCS/CS and UCR/CR.

The idea he missed was positive reinforcement. In fact, it took some 50 years for others to realize that reinforcement was an underlying mechanism in classical conditioning. This led of course to the idea that you could produce learning by manipulating reinforcement (i.e., operant conditioning).

Pavlov's work, old as it is, is still finding applications today. A couple years ago I got an up-date in the area of PTSD research at a seminar by Gregory Quick from the Department of Psychiatry at the University of Puerto Rico. As Pavlov showed, memory extinction is a basic phenomenon even in simple animals. If you repeatedly flash a light and then stress a rat, it soon learns to become distressed the next time it sees the flash, even after you stop the stress. In the lab, this is manifested by the rat showing freeze behavior. But, if you repeat flash cue enough times without the stress, the conditioned response (CR) (freeze behavior) eventually becomes extinguished.

At first, scientists thought that extinction erases the memory of the CR. But extinction really creates a new memory that competes with memory of the original CR. Both memories co-exist. Over time the extinction memory may be lost, and the CR can return. The implication is that, just as ordinary learning needs rehearsal, so does extinction learning.

Therapy for emotional trauma and PTSD might be more effective if therapy were approached like a conventional learning experience whose memory is affected in all the usual ways. Recall what was said about extinction being a case of new learning. Re-learning of an extinguished response occurs much more readily than it does for initial extinction learning. This is an example of priming. It’s like re-learning a foreign language. It goes easier the second time and the memory might be even more dependable. 

Since memory of an emotional CR learning experience and its extinction can co-exist, these two memories compete for which one is strong enough to survive long-term. Sadly, the CR memory that causes the PTSD is often stronger. Cues are extremely important to both forming and retrieving all kinds of memory. It seems likely there are many more explicit cues for CR memories than for extinction memories. Therapy should be aimed at enriching the number and variety of cues associated with extinction learning. Rehearsal is likewise important. So far, nobody seems to have given that much thought.

There is another aspect to emotional learning: learning to learn. If you have multiple anxieties, they may generalize and "spread" to facilitate learning new anxieties. In other words, the brain is learning to become emotionally dysfunctional. The corollary would be that learning how to promote extinction could also generalize and thus increase the general ability to cope with emotional trauma. Obviously, for one's brain to learn how to do that, one would need to begin with a single relatively easy extinction learning task, and then apply that learning-to-extinguish experience to other situations. Extinction learning needs to be repeated in order to become firmly established.

Wednesday, March 13, 2013

Cursive Writing Makes Kids Smarter


Ever try to read your physician’s prescriptions? Children increasingly print their writing because they don’t know cursive or theirs is unreadable. I have a middle-school grandson who has trouble reading his own cursive. Grandparents may find that their grandchildren can’t read the notes they send. Our new U.S. Secretary of the Treasury can’t (or won’t) write his own name on the new money being printed.

When we adults went to school, one of the first things we learned was how to write the alphabet, in caps and lower case, and then to hand-write words, sentences, paragraphs, and essays. Some of us were lucky enough to have penmanship class where we learned how to make our writing pretty and readable. Today, keyboarding is in, the Common Core Standards no longer require elementary students to learn cursive, and some schools are dropping the teaching of cursive, dismissing it as an “ancient skill.”[1]

The primary schools that teach handwriting spend only just over an hour a week, according to Zaner-Bloser Inc., one of the nation's largest handwriting-curriculum publishers. Cursive is not generally taught after the third grade (my penmanship class was in the 7th grade; maybe its just coincidence, but the 7th grade was when I was magically transformed from a poor student into an exceptional student).

Yet scientists are discovering that learning cursive is an important tool for cognitive development, particularly in training the brain to learn “functional specialization,”[2] that is capacity for optimal efficiency. In the case of learning cursive writing, the brain develops functional specialization that integrates both sensation, movement control, and thinking. Brain imaging studies reveal that multiple areas of brain become co-activated during learning of cursive writing of pseudo-letters, as opposed to typing or just visual practice.

There is spill-over benefit for thinking skills used in reading and writing. To write legible cursive, fine motor control is needed over the fingers. Students have to pay attention and think about what and how they are doing. They have to practice. Brain imaging studies show that cursive activates areas of the brain that are not affected by keyboarding.

Much of the benefit of cursive writing comes simply from the self-generated mechanics of hand- printing letters. During one study at Indiana University to be published this year,[3] researchers conducted brain scans on pre-literate 5-year olds before and after receiving different letter-learning instruction. In children who had practiced self-generated printing by hand, the neural activity was far more enhanced and "adult-like" than in those who had simply looked at letters. The brain’s “reading circuit” of linked regions that are activated during reading was activated during cursive writing, but not during typing. This lab has also demonstrated that writing letters in meaningful context, as opposed to just writing them as drawing objects, produced much more robust activation of many areas in both hemispheres.

In learning to write by hand, even if it is just printing, a child’s brain must:
  •            Locate each stroke relative to other strokes.
  •            Learn and remember appropriate size, slant of global form, and feature detail characteristic of each letter.
  •       Develop categorization skills.

Cursive writing, compared to printing, is even more beneficial because the movement tasks are more demanding, the letters are less stereotypical, and the visual recognition requirements create a broader repertoire of letter representation. Cursive is also faster and more likely to engage students by providing a better sense of personal style and ownership.

Other research highlights the hand's unique relationship with the brain when it comes to composing thoughts and ideas. Virginia Berninger, a professor at the University of Washington, reported her study of children in grades two, four and six that revealed they wrote more words, faster, and expressed more ideas when writing essays by hand versus with a keyboard.[4]

There is a whole field of research known as “haptics,” which includes the interactions of touch, hand movements, and brain function.[5] Cursive writing helps train the brain to integrate visual, and tactile information, and fine motor dexterity. School systems, driven by ill-informed ideologues and federal mandate, are becoming obsessed with testing knowledge at the expense of training kids to develop better capacity for acquiring knowledge.

The benefits to brain development are similar to what you get with learning to play a musical instrument. Not everybody can afford music lessons, but everybody has access to pencil and paper. Not everybody can afford a computer for their kids−maybe such kids are not as deprived as we would think.


Take heart. Some schools just celebrated National Handwriting Day on Jan. 23. Cursive is not dead yet. Parents need to insist that cursive be maintained in their local school.

Readers who want an easy way to acquire a neuroscience background will want to know about the 2nd Edition of my e-book, “Core Ideas in Neuroscience.” Check my web site for available formats and sources (thankyoubrain.com/neurobook). Also check out the Neuro-education discussion group I just created on Linkedin (type “Neuro-education" in Linkedin’s search field).



[1] Slape, L. “Cursive Giving Way to Other Pursuits as Educators Debate Its Value.” The Daily News, Feb. 4,
2012. http://tdn.com/news/local/cursive-giving-way-to-other-pursuits-as-educators-debate-its/article_c0302938-4f94-11e1-af3a-0019bb2963f4.html
[2] James, Karin H. an Atwood, Thea P. (2009).The role of sensorimotor learning in the perception of letter-like forms: Tracking the causes of neural specialization for letters. Cognitive Neuropsychology.26 (1), 91-100.
[3] James, K.H. and Engelhardt, L. (2013). The effects of handwriting experience on functional brain
development in pre-literate children. Trends in Neuroscience and Education. Article in press.
[4] Berninger, V. “Evidence-Based, Developmentally Appropriate Writing Skills K–5: Teaching the
Orthographic Loop of Working Memory to Write Letters So Developing Writers Can Spell Words
and Express Ideas.” Presented at Handwriting in the 21st Century?: An Educational Summit,
Washington, D.C., January 23, 2012.
[5] Mangen, A., and Velay, J. –L. (2010). Digitizing literacy: reflections on the haptics of writing. In Advances in Haptics, edited by M. H. Zadeh. http://www.intechopen.com/books/advances-in-haptics/digitizing-literacy-reflections-on-the-haptics-of-writing

Tuesday, July 17, 2012

TV and Education Re-visited


When television first became popular around 1950, it was dominated by such shows as the Milton Berle comedy hour, “I Love Lucy,” and professional wrestling. Those who missed out on the halcyon days of early television might enjoy reading about its history.
The potential for a damaging impact on education was recognized at the outset. In 1950 Boston University's President Dr. Daniel L. Marsh warned that “if the [television] craze continues with the present level of programs, we are destined to have a nation of morons.” Well here we are. Just look at how voters re-elect incompetents, panderers, and demagogues.
Quick to jump into the breach anticipated by the brain-eating monster of TV, a new movement of “educational TV” sprang up. National Educational Television was born on May 16, 1954 and was a non-profit effort to bring educational programs to the masses. The network was not sustainable as such and was transformed into the Public Broadcasting Service (PBS) in October, 1970, which continues to the present. Many of the stations are university affiliates that have in modern times made some attempts at education, but the programming now  is devoted largely to music and news. In the early days, if you got up at five AM you might learn a foreign language or something else educationally useful. I remember around 1965 seeing my 5-year-old son looking at test patterns and then a college physics course, while waiting for the cartoons to come on. I’m sure he didn’t learn much physics. Today, educational efforts can still be found on television, but most such programming is distributed over the Internet.
I, among numerous others, am most concerned about how television affects childhood brain development and capability for learning. It steals time away from doing things, such as interacting with others and playing with objects. Language and communication abilities are stunted because TV communication is unidirectional. Kids don’t generate communication, they just receive it. The Raise Smart Kid website cites scholarly reports showing that TV viewing takes away time from reading and improving reading skills through practice.  Kids watching cartoons and entertainment television during pre-school years have poorer pre-reading skills at age 5.
The corrosive nature of television’s effect on childhood intellect has only grown in recent years. The Online College Course’s website has a telling info-graphic titled “This is your child’s brain on television.” Can you believe it―by the age of three, 1/3 of children have a TV in their room. The average child watches 1500 hours of TV a year, but only goes to school 900 hours a year. Only a few of the shows that young children watch have much educational value. There are a few exceptions: Sesame Street and Mr. Robert’s Neighborhood got 5-apple ratings for educational usefulness. But a lot of the other stuff is just plain junk. Moreover, a lot of what kids see is not age appropriate, commonly with sex and violence.
The website points out some of the deleterious effects on attitudes and behavior when young children spend too much time watching television. I want to focus on two issues related to learning to learn. One area of concern is learning to read. Reading, for those who do it well, is the most efficient way to learn. But kids these days tend not to read well. Many don’t want to read, and they were probably conditioned that way by watching too much television. TV is the easy way to get information: you don’t have to do anything―just sit there like a lump and watch.
A study reviewed in the Huffington Post revealed that American high-school students, when they do read, read books that are at the fifth grade level. Of the top 40 books teens in grades 9-12 are reading in school, the average reading level of that list is grade 5.3. Another study established that 67% of U.S. students are reading below grade level. I know these are real problems. I interact with dozens of teachers at professional development workshops, and every teacher I have asked say their students are two or more years behind grade level.
The other problem that nobody seems to talk much about is the learning passivity imposed by television. Young people are being conditioned, much like Pavlov’s dogs, to be passive learners. Learning how to learn well requires active engagement. Good learners must train themselves to generate and sustain interest, to pay attention, to grapple with ideas, and integrate knowledge into ever-evolving learning styles and thinking schema. Reading does that. Good learners do things with their learning: they grow the depth of understanding, they hone creativity skills. “Hands-on” learning activities can help young people develop such skills, although “minds-on” activities are much better. In any case, promoting such skills is something that TV, even educational TV, does rather poorly.
So the next time you get up in arms about our failing schools, remember that a childhood filled with TV is probably a big part of the problem.

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Wednesday, June 20, 2012

Teaching Kids to Think


Learning how to learn is a major objective of schooling. Yet, in my view, the emphasis in most schools is on WHAT to learn, not HOW to learn. My Improve Your Learning and Memory blog is aimed at filling that gap, yet these useful ideas have a hard time penetrating curricula that are designed to teach to government-mandated tests.

Yet another, apparently unmet, challenge in education seems to exist: teaching students how to think. A recent U.S. Dept. Education survey reported in the Nation’s Report Card suggests that science students may be learning how to perform simple investigations but do not do well  in thinking about the meaning and implications of the results and how to use data to make decisions.

About 2,000 students in each grade level 4, 8, and 12 were tested in three real-life science  problem-solving scenarios in an interactive computer test environment. Anybody can take the tests, which are posted on the NRC website; the tests are easy and fun. The test records results of each simulation (you control the test parameters), your answers to the questions, and then provides the average test scores of students who participated in the survey. The test I took (8th grade bottling honey problem) consists of computer simulations where speed of a steel ball dropped into four different liquids is recorded at different temperatures. Students can repeat various temperature conditions at will, and then they answer questions requiring deductive conclusions. The questions were not hard, but you do have to pay attention and think. What is disturbing is that on several of these questions the vast majority of students got it wrong. Even when they got the right answer, many students could not give the proper explanation for why it was right.

Last month, the agency reported results from a paper-and-pencil test given last year which showed that less than a third of 8th graders performed at a “proficient” level.

Results like these are prompting a re-thinking of national science standards, which I discussed in a recent blog. The new emphasis is to shift from rote memorization of subject matter to building students’ deeper understanding of core science concepts, how they connect, and how they can be applied to the real world.

My response to this need is to explore how scientists communicate and share their thinking to solve problems. The answer is that they publish their research in articles that emphasize how and why they conceived of the problem, how they designed experiments, and how they interpreted the results and their implications. The results of research are only one aspect of the report. Yet, in school science, teachers and government tests typically focus on the results of research, and even then after the results have been filtered through multiple layers of re-formatting and condensation.

I asked myself, “Why can’t we teach science more like the way it actually occurs in the real world?” The answer is that of course we could, but scientific journal articles are too difficult for students to understand. Or are they? What if good science writers re-wrote research reports in simple, clear language that even an 8th grader can understand? And then we could require students to critique the paper in terms of rigorous questions that required students to think critically and creatively.

Well, I am trying to start just such an initiative. I have re-written about six published research reports thus far, hopefully at middle-school level, and provided a set of 24 scaffolding questions to guide student thinking.

We will see whether or not this catches on with teachers and educational administrators.