Skill shift: Automation and the future of the workforce — from by Jacques Bughin, Eric Hazan, Susan Lund, Peter Dahlström, Anna Wiesinger, and Amresh Subramaniam
Demand for technological, social and emotional, and higher cognitive skills will rise by 2030. How will workers and organizations adapt?


Skill shifts have accompanied the introduction of new technologies in the workplace since at least the Industrial Revolution, but adoption of automation and artificial intelligence (AI) will mark an acceleration over the shifts of even the recent past. The need for some skills, such as technological as well as social and emotional skills, will rise, even as the demand for others, including physical and manual skills, will fall. These changes will require workers everywhere to deepen their existing skill sets or acquire new ones. Companies, too, will need to rethink how work is organized within their organizations.

This briefing, part of our ongoing research on the impact of technology on the economy, business, and society, quantifies time spent on 25 core workplace skills today and in the future for five European countries—France, Germany, Italy, Spain, and the United Kingdom—and the United States and examines the implications of those shifts.

Topics include:
How will demand for workforce skills change with automation?
Shifting skill requirements in five sectors
How will organizations adapt?
Building the workforce of the future



Writing Resources from the “State of Writing” — from with thanks to Mary Bennett who mentions that this site is an “incredibly useful resource with tips and its own collection of writing and grammar guides.”

Some of the useful sections include resources regarding:

  • Dictionaries and Thesauruses
  • Style Guides
  • Grammar and Punctuation
  • Etymology
  • Quotations
  • Writing various genres
  • Foreign Languages




“Retrieval practice” is a learning strategy where we focus on getting information out. Through the act of retrieval, or calling information to mind, our memory for that information is strengthened and forgetting is less likely to occur. Retrieval practice is a powerful tool for improving learning without more technology, money, or class time.

On this website (and in our free Retrieval Practice Guide), we discuss how to use retrieval practice to improve learning. Established by nearly 100 years of research, retrieval practice is a simple and powerful technique to transform teaching and learning.

In order to improve learning, we must approach it through a new lens – let’s focus not on getting information “in,” but on getting information “out.”



What is retrieval practice?
Retrieval practice is a strategy in which bringing information to mind enhances and boosts learning. Deliberately recalling information forces us to pull our knowledge “out” and examine what we know.

For instance, recalling an answer to a science question improves learning to a greater extent than looking up the answer in a textbook. And having to actually recall and write down an answer to a flashcard improves learning more than thinking that you know the answer and flipping the card over prematurely.

Often, we think we’ve learned some piece of information, but we come to realize we struggle when we try to recall the answer. It’s precisely this “struggle” or challenge that improves our memory and learning – by trying to recall information, we exercise or strengthen our memory, and we can also identify gaps in our learning.

Note that cognitive scientists used to refer to retrieval practice as “the testing effect.” Prior research examined the fascinating finding that tests (or short quizzes) dramatically improve learning. More recently, researchers have demonstrated that more than simply tests and quizzes improve learning: flashcards, practice problems, writing prompts, etc. are also powerful tools for improving learning. 

Whether this powerful strategy is called retrieval practice or the testing effect, it is important to keep in mind that the act of pulling information “out” from our minds dramatically improves learning, not the tests themselves. In other words retrieval is the active process we engage in to boost learning; tests and quizzes are merely methods to promote retrieval.



Also on that site:



Learn more about this valuable book with our:



Also on that site:



Excerpt from the Interleaved Mathematics Practice guide (on page 8 of 13):

Interleaved practice gives students a chance to choose a strategy.
When practice problems are arranged so that consecutive problems cannot be solved by the same strategy, students are forced to choose a strategy on the basis of the problem itself. This gives students a chance to both choose and use a strategy.

Interleaved practice works.
In several randomized control studies, students who received mostly interleaved practice scored higher on a final test than did students who received mostly blocked practice.




From DSC:
Speaking of resources regarding learning…why don’t we have posters in all of our schools, colleges, community colleges, universities, vocational training centers, etc. that talk about the most effective strategies to learn about new things?




Flipped Learning Global Standards Project Spawns Active Learning Nonprofit — from
Academy of Active Learning Arts and Sciences Formed to Support International Best Practices for Flipped Learning Training and Practice


LOS ANGELES, May 22, 2018 /PRNewswire/ — Today, the Flipped Learning Global Initiative (FLGI), announced that the Global Standards Project created to establish an international framework for Flipped Learning, has incorporated as a non-profit organization. All GSP activities are migrating to the new entity which will operate as the Academy of Active Learning Arts and Sciences (AALAS). The new organization will maintain a narrow focus on identifying and supporting global standards for Flipped Learning and related active learning instruction. AALAS will also focus on research, education, and accreditation.

AALAS was formed in response to confirmation from educators around the globe that standards are needed and wanted. The adoption of Flipped Learning is accelerating worldwide from K-12 to higher education and corporate training. But the growing gap in understanding about Flipped Learning leads to implementations that far underperform the potential for active learning.

“I think a lot of people have a rather naive conception of Flipped Learning. They think Flipped Learning is simply watching videos before class. That’s it. Boom. Done,” said Eric Mazur, a professor at Harvard University and one of the pioneers of Flipped Learning. “But it is a much deeper process, and that is why it’s so terrifically important to have a greater conception of what Flipped Learning is.”





Five things parents should know about end-of-year testing — from/by Hilary Scharton, Vice President of K-12 Product Strategy for Canvas by Instructure; with thanks to Ann Noder, CEO/President Pitch Public Relations, for this resource

Every spring, schools across the nation give students millions of standardized tests. Students sit for hours, filling in answer bubbles with their number two pencils for an exam that may span days. They’re told the tests are “important”, they need to “do their best”, and that they have “one chance” to show what they’ve learned. For any child–much less one with test anxiety, ADHD, or learning disabilities–it can be a painful process.

Should we let our students take these tests? In 2015, over 650,000 students (1) nationwide opted out of standardized tests. In some parts of the country, up to 20% of students did not participate. What can a test tell us about how our kids are doing? Here are five things parents should know about end-of-year testing:

1. Tests don’t measure what we think they do
We expect tests to tell us how much students have learned. However, significant evidence shows tests aren’t great at figuring out what you know or what your potential is.

Consider the Scholastic Aptitude Test (SAT). For many of us, it was a rite of passage that evaluated your entire school career and gave colleges a way to predict whether or not you’d be a successful student. However, the best prediction you can make from an SAT is how much money your parents earn.(2) Your score will go up 30 points for every $10,000 in your parents’ yearly income.

In addition, scoring well on the SAT has almost no correlation with success in college. The best predictor is high school grades.

2. Tests are designed to be efficient and compare groups
Most tests are designed to make efficient comparisons between groups, not tell us about individuals. Group comparisons are valuable because they give us data about curriculum efficacy and how to allocate funding.

However, if we want efficient group measures, there are limitations. These tests won’t cover every topic students learned and will need to be easy to give and grade.

That means test authors have to use questions like multiple guess choice and leave out questions that might get at more important skills like critical thinking or creativity. If you’re only doing multiple choice, you’re rewarding passive and superficial learning like memorizing facts or formulas. When the last time was your job let you pick the right answer from a list?

3. Test prep is often antithetical to learning
In states where testing is king, it often comes with an emphasis on “accountability.” The idea behind the accountability movement is that we, as taxpayers, should be able to ensure we’re getting the highest educational value for our tax dollar. If that’s our ultimate goal, it makes sense to set up rewards (and penalties) so teachers and districts get the best performance possible from their students.

In these states, we see more time devoted to teaching test-taking skills. Teachers and students learn which kinds of questions and topics are covered and dedicate class time to practice. That’s not intended to game the system, but to give students tips about how to be a good test taker. (Ever learn that if you don’t know the right answer, pick B? How often have you used that knowledge since you left school?)

The positive is that it usually works. Students score a little better on the state exam. However, research shows that states that focus on accountability perform much worse on nationwide and international tests than states that place less emphasis on accountability. It turns out the time your teacher spent in class talking about answer B and #2 pencils would have been better spent teaching you more academic content.

4. Different tests tell us about individual learning
So if our current tests aren’t telling us what we need to know about individual students, what can we do? In short, we need to do more testing, which sounds crazy. We need to make sure we’re doing different kinds of testing so we get good group data AND good individual data. We can best measure individual growth with authentic tests that are integrated into learning. Assessment is authentic when it asks students to apply their knowledge to real-world, meaningful problems.

Imagine you’re back in geometry class and need to learn about volume. Would you rather have your teacher tell you the formula and give you a worksheet to practice (how we’d learn if standardized test grades were the goal) or could you learn more if your teacher gave you a project to come up with a better juice box that minimized shipping costs and maximized profits?

Likely the latter would not only make you more interested in learning about volume (“When will I ever use this?”), but you’d also have the opportunity to work on other important skills. Project-oriented, goals-driven group learning is an engaging way to teach students how to apply what they’ve learned, while also giving them practice working cooperatively, being creative, and dealing with messy problems that might not have one “right” answer. It gives students opportunities to apply their knowledge and a glimpse into what adults do in the workplace.

Teachers do this kind of assessment almost reflexively, whether students are raising their hands to answer a question, working in small groups, or doing independent research. One of the difficulties with this kind of assessment, however, is that the rich experiential data in classrooms is often lost. Fortunately, schools more often have access to technology that will help teachers do assessment, quickly see results, and then make important decisions about what students know.

5. How can I make sure my child is doing well?
Be involved. Districts are great at letting parents know when and how students will participate in standardized tests, but the only way to know about what’s happening in the classroom is to talk with your child’s teacher.

Teachers are experts–they know how important assessment is and how to do it well. Don’t be afraid to ask how your child will be graded on what they learn, what success looks like, or how much time will be spent preparing for standardized tests.

If you live in a state that emphasizes accountability, let your local representatives know that you care about more than test scores. Ask for teacher and school ratings to connect to other metrics like college acceptance, AP completion/pass rates, or student engagement. We, as parents, know what’s best for our individual children and must feel empowered to ask for it.



Hilary Scharton loves education and has worked in it, in some form or another, for her entire career. She currently serves as the Vice President of K-12 Product Strategy for Canvas by Instructure, the open online learning management system (LMS) that makes teaching and learning easier. In her role, she sets the strategic vision for how Canvas makes its products even more awesome for students and teachers across the globe, while focusing on leveraging technology to support improved instruction and equitable access for all students.





Are you telling stories in the classroom? — from by Melanie Green


Stories can make a subject accessible and even interesting… [Storytelling] can provide value, turn something abstract or obscure into something concrete.


  • make a subject relatable and accessible to students
  • can pique interest, or demonstrate relevance, in a subject that students usually dislike, or worse, find mind-numbing
  • build meaning-making (there’s that word again), helping students to recall the information later
  • forge, or repave, paths to material that students already thought they knew, making way for new perspectives, connections, and experiences to develop through someone else’s story
  • make a subject approachable


From DSC:
The Master Teacher also used stories (parables) to teach people:




If our Creator/Designer did so, I think we should take a serious look at doing so as well.





From DSC:
I’m very grateful for the teachers that I’ve had in my life as well as for the teachers that our children have had throughout their lives! (This goes for the coaches and pastors that have been in our lives as well!) Many of those teachers really went the extra mile — making personal sacrifices while they contributed the additional time and efforts that it took to get the job done.

Teaching and learning is messy and very tough work.  For example, it’s very difficult — if not impossible — to simultaneously provide personalized/customized learning to 25-30+ students (and to do so every day)!

  • Not every student has the same prior knowledge.
  • Not every student has the same capabilities; some students have additional/special needs to help them learn.
  • Not every student learns at the same pace.
  • Not every student has the same goals.
  • Not every student has the same interests and/or passions.

The job can be very stressful, for a variety of reasons — one of which is that teachers have to deal with all kinds of agendas that are simultaneously coming at them.

So thank you to all the teachers out there who are making significant contributions to others’ lives.

Thank you for your service to others!



Special Education by the Numbers: A Look into Today’s Schools — with thanks to Caroline Linne and to USC Rossier’s Masters in Teaching online program

From DSC:
Here are a couple of excerpts from their infographic:






Research roundup: 4 new reports on what’s working for blended-learning practitioners — from by Luis Flores


At the start of the year, we published a blog post on interesting research from 2017 related to innovative approaches to school design. Even though we aren’t even half-way through 2018, there are already several insightful reports on blended and personalized learning from this year that are worth highlighting.

These reports examined various tools and approaches to implement blended and personalized learning models, as well as the potential impact these models could have on students and teachers. From examining how schools implemented their models sustainably to recommending methods to best support teachers, these are informative reports for anyone interested in implementing blended and personalized learning models in their schools.

1. Digital math tool produces gains in student achievement
2. Personalized learning can be implemented sustainably
3. PD-rich blended-learning plans increase chances of success
4. Ensure that teachers create, and design strategies for, their goals





More than 9 in 10 elementary school teachers feel highly stressed, MU study finds — from by Keith Herman, with thanks to Cailin Riley for the resource
Research shows high stress classroom environments yield poor student performance and behavior


“It’s troubling that only 7 percent of teachers experience low stress and feel they are getting the support they need to adequately cope with the stressors of their job,” Herman said. “Even more concerning is that these patterns of teacher stress are related to students’ success in school, both academically and behaviorally. For example, classrooms with highly stressed teachers have more instances of disruptive behaviors and lower levels of prosocial behaviors.”


“We as a society need to consider methods that create nurturing school environments not just for students, but for the adults who work there,” Herman said. “This could mean finding ways for administrators, peers and parents to have positive interactions with teachers, giving teachers the time and training to perform their jobs, and creating social networks of support so that teachers do not feel isolated.”



Also see:

Empirically Derived Profiles of Teacher Stress, Burnout, Self-Efficacy, and Coping and Associated Student Outcomes
Keith C. Herman, PhD, Jal’et Hickmon-Rosa, BA, Wendy M. Reinke, PhD
First Published October 6, 2017 Research Article
Download PDFPDF download for Empirically Derived Profiles of Teacher Stress, Burnout, Self-Efficacy, and Coping and Associated Student Outcomes Article information
Article has an altmetric score of 28 Full Access

Understanding how teacher stress, burnout, coping, and self-efficacy are interrelated can inform preventive and intervention efforts to support teachers. In this study, we explored these constructs to determine their relation to student outcomes, including disruptive behaviors and academic achievement. Participants in this study were 121 teachers and 1,817 students in grades kindergarten to fourth from nine elementary schools in an urban Midwestern school district. Latent profile analysis was used to determine patterns of teacher adjustment in relation to stress, coping, efficacy, and burnout. These profiles were then linked to student behavioral and academic outcomes. Four profiles of teacher adjustment were identified. Three classes were characterized by high levels of stress and were distinguished by variations in coping and burnout ranging from (a) high coping/low burnout (60%) to (b) moderate coping and burnout (30%), to (c) low coping/high burnout (3%). The fourth class was distinguished by low stress, high coping, and low burnout. Only 7% of the sample fell into this Well-Adjusted class. Teachers in the high stress, high burnout, and low coping class were associated with the poorest student outcomes. Implications for supporting teachers to maximize student outcomes are discussed.



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