Search Results For "feedforward"

The following are the links to articles, blog post, YouTube videos, TED Talks, and books that were used or referenced in a variety of talks and workshops on Online Learning and the Online Blended Learning – Learning Lab:

Workshop Slides, Resources & PDFs  Free COVA eBook

VCC Provincial Instructor Diploma Program

Lamar University Applied Digital Learning Masters of Education

Steve Pinker Enlightenment Now: The Case for Reason, Science, Humanism, and Progress

John Hattie Visible Learning

Technology – No Significant Difference

Assessment As Learning

Connecting the Dots vs Collecting the Dots

Change in Focus Part A

Links to Authentic Learning & CSLE+COVA posts:
I have been advocating authentic learning or project-based learning and creating significant learning environments for decades both professionally and personally. Talking the talk as an academic takes on a much more significant perspective when you walk the walk in your personal life.

Creating Significant Learning Environments

The CLSE+COVA section of this site is also a great starting place to see how to create a significant learning environment by giving your learners choice, ownership, and voice through authentic learning opportunities

Community of Practice (CoP) Lead Links:

https://jamievelazquezdlleportfolio.wordpress.com/innovation-plan/
https://jerryyamashita.com/adultedtech-blog/disruptive-innovation-step-by-step
https://sites.google.com/a/bunaisd.net/kdarling/kathy-s-blog/newjeans
https://www.cflexon.com/
https://sites.google.com/view/teachingblueprint/blended-learning-innovation-plan?authuser=0

Additional ideas on personalized learningeedback & feedforward:
Personalized learning and the new Behaviorism
Individualized Instruction vs Personalized Learning
How to cut through the hype of educational promises

Personalize Learning GrantWhen educational issues hit the evening news it is very important that you understand how to move past the hype to see what is really happening. The announcement of Chicago Public Schools and nonprofit Leap Innovations receiving a $14 million grant from Chan Zuckerberg Initiative to expand personalized learning to 100 schools is definitely worth investigating. Without fully understanding what personalized learning means within the educational context, on its own merits, it sounds like a great idea. If we look to the recent confession from Larry Berger, CEO of Amplify about what personalized learning actually is. Berger’s company Amplify creates products and curriculum that are supposed to “truly personalize learning” (https://www.amplify.com/curriculum) and since he and his company has spent over a decade using big data algorithms to promote this model, his insider knowledge is useful.

Berger argues that when most people refer to personalized learning they are referring to the engineering model of personalized learning. His explanation of the model is worth repeating verbatim (link to the full confession):

You start with a map of all the things that kids need to learn.

Then you measure the kids so that you can place each kid on the map in just the spot where they know everything behind them, and in front of them is what they should learn next.

Then you assemble a vast library of learning objects and ask an algorithm to sort through it to find the optimal learning object for each kid at that particular moment.

Then you make each kid use the learning object.

Then you measure the kids again. If they have learned what you wanted them to learn, you move them to the next place on the map. If they didn’t learn it, you try something simpler.

If the map, the assessments, and the library were used by millions of kids, then the algorithms would get smarter and smarter, and make better, more personalized choices about which things to put in front of which kids.

I spent a decade believing in this model—the map, the measure, and the library, all powered by big data algorithms.

Here’s the problem: The map doesn’t exist, the measurement is impossible, and we have, collectively, built only 5% of the library.

To be more precise: The map exists for early reading and the quantitative parts of K-8 mathematics, and much promising work on personalized learning has been done in these areas; but the map doesn’t exist for reading comprehension, or writing, or for the more complex areas of mathematical reasoning, or for any area of science or social studies.

If the CEO of one of the leading personalized learning companies is willing to confess that – The map doesn’t exist, the measurement is impossible, and we have, collectively, built only 5% of the library – then perhaps we should listen to him. Especially when he points to the fact that if we really want our kids to learn how to learn then we need to take a look at what “your best teachers and coaches do for you—without the benefit of maps, algorithms, or data—to personalize your learning?”

Chances are these great teachers and coaches created significant learning environments in which they gave you choice, ownership, and voice through authentic learning opportunities. Learning has always been personal because until you take ownership of your own learning by making meaningful connections you do not learn. Effective teachers have always known that learning is the responsibility of the learner and their role was to create the environment in which this could happen.

These types of teachers have always used the latest technology to enhance the learning environment and recognized that technology, big data, and algorithms as simply tools that can be used to help make this happen. Unfortunately, we have the tendency to look to the tools to solve our problems. We need to head the warning or confession of the foremost tool maker and remember that: The map doesn’t exist, the measurement is impossible, and we have, collectively, built only 5% of the library

Instead of looking to technology to solve the personal component of personalized learning we need to look to the great teachers who have been doing personalized learning all along by giving their learners choice, ownership, and voice through authentic learning opportunities. These people have also been using technology in those authentic learning opportunities to help their learner explore, create, collaborate and communicate.

Personalized learning is one of the many educational technology quick fixes that we have a tendency to hope will solve our learning challenges. There are many more ideas, issues, and topics that need clarification and we are looking to you and our Digital Learning and Leading students to join us in exploring these significant issues.

  • Consider the following list as a starting point and let us know if you would like to write an article, post or other publication that will bring real clarity to the learning environment:
  • Never been a better time to be a learner and/or teacher
  • Growth mindset & Grit criticism
  • STEM instruction is mostly delivered via lecture
  • The much-needed shift to mastery learning
  • Personalized learning problems & benefits
  • Individualized instruction
  • Differentiated instruction
  • Additional names for competency-based education
  • Why technology isn’t a Quick fix
  • Silicon Valley’s failed promises with edtech
  • Problems with SAMR and related quick fix methodologies
  • Learning styles and related educational Zombie myths (bad ideas that just won’t die)
  • Problem-based instruction that isn’t
  • Shift from passive to active learning
  • Choice
  • Ownership
  • Voice
  • Authentic learning opportunities
  • Why all elements of COVA must co-exist
  • COVA from a student perspective
  • The issue with taking ownership and agency – why folks don’t do this
  • Creating significant learning environments
  • Future of education
  • Connecting the dots – making meaningful connections
  • Why – go & show rather than sit & get
  • Digital leader vs digital manager
  • Design thinking for designed learning
  • Confronting the Myth of the ‘Digital Native’
  • Decades of evidence…but where is the change? Translating educational research to practice
  • 18 years into the 21st century – how are we doing with 21st Century learning
  • Communities of Practice (CoP’s) and their impact
  • Problems with STEM/STEAM initiatives
  • Importance of Learning How to Learn
  • Importance of asking good questions vs finding right answers
  • Reality of Thorndyke vs. Rhetoric of Dewey – more to be said
  • Failing forward
  • Feedback to Feedforward
  • How to Avoid the Hype/Getting Caught in the whirlwind of day-to-day processes

Please contact either Dr. Thibodeax or myself (Dr. Harapnuik) if you would like to research, write, and publish on one or more of these topics. This list is also just a starting point so if you have other ideas with which you would like to collaborate write, just let us know.

What I am Doing Now

Dwayne Harapnuik —  March 6, 2018

What I am Doing Now

I am currently home with my family in North Vancouver which is the home of some of the best Mountain Biking in the world, it is early spring.

My Primary Professional Focus:

I create significant learning environments (CSLE) by giving learners choice ownership and voice through authentic learning opportunities (COVA).

CSLE+COVA Discussions Youtube & Podcasts:

  • Dr. Thibodeax talk almost daily about ways to enhance the learning environment. Since most of our discussion happen over a Zoom connection (we live thousands of miles apart) we have decided to hit the record button and let you all in on our musings, speculating, and dreaming up new ways to enhance the learning environment by giving learners choice, ownership and voice through authentic learning opportunities.
  • You can access these videos from the CSLE2COVA Youtube channel and our podcast versions of these discussions from CSLE+COVA SoundCloud.

Collaborative Writing Opportunities:

  • Are you getting tired of all the hype related to educational reform, educational technology, or the next big thing that will revolutionize education?  If so, then I would encourage you to join Dr. Thibodeax and I in looking at ways to cut through the hype of so many of these educational promises.  Take a few minutes to review the post How to cut through the hype of educational promises, review the list of topics near the end of the post, and let us know what you would like to write about and we will explore the best place to publish these insights.

COVA Professional Development Series:

  • Learner’s Mindset Workshop
  • Online/blended Learner’s Mindset PD courses

Articles in Progress:

  • COVA as Threshold Concepts
  • Research into Video Feedback/Feedforward
  • Student Perceptions on Authentic Learning
  • Moving from Constructivist Rhetoric to Practice

Books I am working on:

  • COVA eBook updates
  • Learners Mindset – editing stage

Research I am exploring:

  • COVA Communities of Practice (CoP) as a way to Promote STEM
  • COVA PD as a way to promote CoP effectiveness
  • 3rd phase of ePortfolio Persistence research
  • Exploring the use of Deliberate Practice in DownHill Mountain Bike Racing and Freeride

Revised December 07, 2019
I will be updating this page as things change or at a minimum on or around the first of each month.

Research

Dwayne Harapnuik —  August 21, 2017

CSLE+COVA Research

John Dewey - Rob the future

Peer Reviewed eBooks

Harapnuik, D. K., & Thibodeaux, T. N. (2023). COVA: Inspire Learning Through Choice, Ownership, Voice, and Authentic Experiences 2nd Ed. Learner’s Mindset Publishing.
COVA eBook is available in Kindle format from Amazon,

Harapnuik, D. K., & Thibodeaux, T. N. (2023). Learner’s Mindset: A Catalyst for Innovation. Learner’s Mindset Publishing. KIndle format from Amazon

Published peer-reviewed journal articles and book chapters that point to research that supports the COVA+CSLE approach:

Thibodeaux, T. N., & Harapnuik, D. K. (2021). Exploring students’ use of feedback to take ownership and deepen learning. International Journal of e-Learning. Retrieved from https://www.learntechlib.org/primary/j/IJEL/

Thibodeaux, T. N., Harapnuik, D. K., Cummings, C. D., & Dolce, J. (2021). Graduate students’ perceptions of factors that contribute to ePortfolio Persistence beyond the program of study. International Journal of ePortfolio.

Harapnuik, D. K., & Thibodeaux, T. N. (2020). Exploring students’ use of feedback to take ownership and deepen learning. International Journal of e-Learning. Retrieved from https://www.learntechlib.org/primary/j/IJEL/

Thibodeaux, T. N., Harapnuik, D. K., & Cummings, C. D. (2019). ePortfolio Persistence. Manuscript in progress.

Thibodeaux, T. N., Harapnuik, D. K., & Cummings, C. D. (2019). Feedback to Feedforward. Manuscript in progress.

Thibodeaux, T. N., & Harapnuik, D. K. (2019). Exploring students’ use of feedback to take ownership and deepen learning. Manuscript submitted for publication.

Thibodeaux, T. N., Harapnuik, D. K, & Cummings, C. D. (2019). Student perceptions of the influence of the COVA learning approach on authentic projects and the learning environment. International Journal of e-Learning, 18(1), 79-101. Retrieved from http://www.learntechlib.org/c/IJEL/

Thibodeaux, T. N., Harapnuik, D. K., & Cummings, C. D. (2019). Student perceptions of the influence of choice, ownership, and voice in learning and the learning environment. International Journal of Teaching and Learning in Higher Education, 33(1), 50-62. Retrieved from
http://www.isetl.org/ijtlhe/current.cfm

Thibodeaux, T. N., Harapnuik, D. K, & Cummings, C. D. (2018). Graduate student perceptions of the impact of the COVA learning approach on authentic projects and ePortfolios. Manuscript submitted for publication.

Thibodeaux, T. N., Harapnuik, D. K., & Cummings, C. D. (2018). Perceptions of the influence of learner choice, ownership in learning, and voice in learning and the learning environment. International Journal of Teaching and Learning in Higher Education

Thibodeaux, T. N., Harapnuik, D. K, & Cummings, C. D. (2017). Graduate student perceptions of the impact of the COVA learning approach on authentic projects and ePortfolios. Manuscript submitted for publication.

Thibodeaux, T. N., Harapnuik, D. K., & Cummings, C. D. (2017, May). Learners as critical thinkers for the workplace of the future: Introducing the COVA learning approach. Texas Computer Education Association TCEA Techedge, 2(2), 13. Retrieved from http://www.tcea.org/about/publications/

Thibodeaux, T. N., Harapnuik, D. K., Cummings, C. D., & Wooten, R. (2017). Learning all the time and everywhere: Moving beyond the hype of the mobile learning quick fix. In Keengwe, J. S. (Eds.). Handbook of research on mobile technology, constructivism, and meaningful learning. Hershey, PA: IGI Global.

Harapnuik, D. K., Thibodeaux, T. N., & Cummings, C. D. (2017, March). Student perceptions of the impact of the COVA approach on the ePortfolios and authentic projects in the digital learning and leading program. Paper presented at the Society for Information Technology in Teacher Education (SITE), Austin, TX.

Harapnuik, D. K., Thibodeaux, T. N., & Cummings, C. D. (2017). Using the COVA learning approach to create active and significant learning environments. In Keengwe, J. S. (Eds.), Handbook of research on digital content, mobile learning, and technology integration models in teacher education. Hershey, PA: IGI Global.

Thibodeaux, T. N., Harapnuik, D. K, & Cummings, C. D. (2017). Factors that contribute to ePortfolio persistence. International Journal of ePortfolio7(1), p. 1-12. Retrieved from http://www.theijep.com/pdf/IJEP257.pdf

Harapnuik, D., Thibodeaux, T. & Poda, I. (2017) New Technologies. In Martin, G.E., Danzig, A.B., Wright, W.F., Flanary, R.A., & Orr, M.T. School leader internship: Developing, monitoring, and evaluating your leadership experience (4th Ed.). New York: Routledge, pp. 91-94.

The research that informs the CSLE+COVA

The CSLE+COVA approach is based on a considerable amount of research that has been conducted over the past two decades about what works and does not work when it comes to creating significant learning environments where learners are given choice, ownership, and voice through authentic learning opportunities.  While based on all the research listed in the references, in particular, it emphasizes…

Constructivism – With roots stemming from progressive education, the combination of Labaree (2005) and Hattie’s (2008) definition of constructivism builds upon student-centered learning, guided discovery learning, and visible learning where students construct new knowledge and show others how they learn (Piaget, 1964; Ginsberg & Oppers, 1969, Papert, 1993, 1997). Jonassen and Reeves (1996) assert that learning with technology or using technology tools to support the learning process, should be the focus in the learning environment rather than learning from technology. This line of thinking allows authentic projects to become the “object of activity” as opposed to technology functioning as the primary focus of instruction.

Student/learner-centered – It all has to start with the learner. Mayer (2009) characterized learner-centered approaches where instructional technology was used as an enhancement to human cognition. Essentially, student-centered learning is when students “own” their own learning (Dewey, 1916; Lee & Hannafin, 2016).

Teaching roles – An instructor has many different roles which at minimum include presenter, facilitator, coach, and mentor (Harapnuik, 2015a; Priest, 2016). We need to shift to more coaching and mentoring because formative evaluation and feedback given within a trusted relationship yields the highest levels of student achievement (Hattie 2008, 2011).

Ubiquitous Access & Social Networking – We live in an age where we can access all the world’s information and almost anyone from the palms of our hands.  Because we are socially networked and connected learners look to their peers and crowd-sourcing for information and solutions to problems (Edelman, 2017).

Instructional Design — If we start with the end in mind or a purposeful backward design, we can look at how a course or program will change learners’ lives, how it can make them a better member of society, and how they can contribute to solving particular problems (Fink, 2003; Harapnuik, 2004, 2015a).

Assessment & Evaluation — We should be incorporating formative tools like feed forward (Goldsmith, 2009) or educative assessments that help the learner to align outcomes with activities and assessment (Fink, 2003).

Support & Infrastructure — When people talk about learning technology, they think of tablets and laptops being used in the classroom or learning management systems. But this is the wrong focus; we should not focus on the technology itself but viewed simply as a tool that provides information and supports teaching and learning (November, 2013; Amory, 2014).

Choice – Learners are given the freedom to choose how they wish to organize, structure, and present their learning experiences (Dewey, 1916, Ginsberg & Opper, 1969). Choice also extends to the authentic project or learning experience 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).

Guided discovery – It is crucial to acknowledge that the learner’s choice is guided by the context of the learning opportunity and by the instructor who aides the learner in making effective choices. 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 (Bruner, 1961, 1960; Ginsberg & Opper, 1969: Mayer, 2004).

Ownership  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.

Voice – Learners are given the opportunity to use their own voice 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 – The selection and engagement in real-world problems that are relevant to the learner further 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 or as Kolb (1974 & 2014) would suggest through experiential learning 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 (Harapnuik, Thibodeaux, & Cummings, 2017).

References

Amory, A. (2014). Tool-mediated authentic learning in an educational technology course: A designed-based innovation. Interactive Learning Environments, 22(4), 497-513. doi: http://dx.doi.org/10.1080/10494820.2012.682584

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.

Bruner, J. S. (1962). On knowing: essays for the left hand. Cambridge, Massachusetts: Belknap Press of Harvard University Press.

Bruner, J. S. (1966). Toward a theory of instruction. New York: W. W. Norton & Company, Inc.

Bruner, J. S. (1973). Beyond the information given. New York, New York: Norton.

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. (1910). How we think. New York, New York: D. C. Heath.

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

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

Edelman, R. (2017). 2017 Edelman Trust Barometer. Retrieved from http://www.edelman.com/trust2017/

Fink, D. (2003). Creating significant learning experiences: An integrated approach to designing college courses. San Francisco: CA: Jossey-Bass.

Ginsburg, H., & Opper, S. (1969). Piaget’s theology of intellectual development: An introduction. Englewood Cliffs, NJ: Prentice-Hall.

Goldsmith, M. (2009). Take it to the next level: What got you here, won’t get you there. New York, NY: Simon & Schuster.

Harapnuik, D. (2004). Development and evaluation of inquisitivism as a foundational approach for web-based instruction (Doctoral dissertation). University of Alberta, Edmonton, Alberta.

Harapnuik, D. (2015, May 8b). Creating significant learning environments (CSLE). [Video file]. Retrieved from https://youtu.be/eZ-c7rz7eT4

Harapnuik, D. K., Thibodeaux, T. N., & Cummings, C. D. (2017). Using the COVA learning approach to create active and significant learning environments. In Keengwe, J. S. (Eds.), Handbook of research on digital content, mobile learning, and technology integration models in teacher education. Hershey, PA: IGI Global.

Hattie, J. (2009). Visible learning: A synthesis of over 800 meta-analyses relating to achievement. New York, NY: Routledge.

Hattie, J. (2011, November 28). Visible learning Pt1. Disasters and below average methods [Video file]. Retrieved from https://youtu.be/sng4p3Vsu7Y

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.

Jonassen, D. H., & Reeves, T. C. (1996). Learning with technology: Using computers as cognitive tools. In D. H. Jonassen (Ed.), Handbook of research on education communications and technology (pp. 6930719). New York, NY: Macmillan.

Labaree, D. F. (2005). Progressivism, schools, and schools of education: An American romance. Paedagogica Historica, 41(1&2), 275-288. Retrieved from https://eric.ed.gov/?id=EJ748632

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

Kolb, David A. 2014. Experiential Learning: Experience as the Source of Learning and Development. 2nd ed. Upper Saddle River, New Jersey: Pearson Education Inc.

Kolb, David Allen, and Ronald Eugene Fry. 1974. Toward an Applied Theory of Experiential Learning. MIT Alfred P. Sloan School of Management.

Lee, E. & Hannafin, M. J. (2016). A design framework for enhancing engagement in student-centered learning: Own it, learn it, and share it. Educational Technology Research Development, 64, 707-734. doi: 10.1007/s11423-015-9422-5

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

November, A. (2013, February 13). Why schools must move beyond one-to-one computing [Web log post]. Retrieved from http://novemberlearning.com/educational-resources-for-educators/teaching-and-learning-articles/why-schools-must-move-beyond-one-to-one-computing/

Papert, S. (1993). The children’s machine: Rethinking school in the age of the computer. New York, NY: Basic Books.

Papert, S. (1997). Why school reform is impossible (with commentary on O’Shea’s and Koschmann’s reviews of “The children’s machine”). The Journal of the Learning Sciences, 6(4), 417–427.

Piaget, J. (1964). Development and learning. In R.E. Ripple & V.N. Rockcastle (Eds.), Piaget Rediscovered: A Report on the Conference of Cognitive Studies and Curriculum Development (pp. 7–20). Ithaca, NY: Cornell University.

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

Simonson, S., Smaldino, S., Albright, M., & Zvacek, S. (2012). Teaching and learning at a distance: Foundations of distance education (5th ed.). Boston, MA: Pearson.

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 all the components of the CSLE+COVA framework:

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

Revised August, 2024