Searching for "learning theories"

learning theories

learning theories

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A Visual Guide To Every Single Learning Theory

learning theories

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https://www.pinterest.com/pin/207798970285758971/
learning theories

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child development theorists
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More on learning theories in this blog:

https://blog.stcloudstate.edu/ims?s=learning+theories

Universal Design for Learning (UDL)

Universal Design for Learning (UDL) is the new Learning Styles

https://fillingthepail.substack.com/p/universal-design-for-learning-udl

UDL is a complicated way to teach. It involves giving multiple representations of the same information to students which they then choose from. Students also choose to work collaboratively or individually. And they decide how to demonstrate their learning through written work, a video, a poster or some other means.

UDL as a form of classroom differentiation. Differentiation – the process of giving different students in the same classroom different forms of instruction

a new paper by Dr. Guy A. Boysen of McKendree University in the U.S. Boysen claims that this lack of evidence is one of the five ways in which UDL parallels debunked learning styles theories.

Learning styles theories are still remarkably popular despite most serious researchers classing them as a ‘neuromyth’.
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https://blog.stcloudstate.edu/ims?s=udl
https://blog.stcloudstate.edu/ims?s=learning+styles

NSF AI Institute for Adult Learning and Online Education (ALOE)

NSF investing $20 million in Georgia-led effort to transform online education for adults

Project centers on artificial intelligence; new National Institute in AI to be headquartered at Georgia Tech

https://gra.org/blog/209

“The goal of ALOE is to develop new artificial intelligence theories and techniques to make online education for adults at least as effective as in-person education in STEM fields,” says Co-PI Ashok Goel, Professor of Computer Science and Human-Centered Computing and the Chief Scientist with the Center for 21stCentury Universities at Georgia Tech

Research and development at ALOE aims to blend online educational resources and courses to make education more widely available, as well as use virtual assistants to make it more affordable and achievable. According to Goel, ALOE will make fundamental advances in personalization at scale, machine teaching, mutual theory of mind and responsible AI.

The ALOE Institute represents a powerful consortium of several universities (Arizona State, Drexel, Georgia Tech, Georgia State, Harvard, UNC-Greensboro); technical colleges in TCSG; major industrial partners (Boeing, IBM and Wiley); and non-profit organizations (GRA and IMS).

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more on AI in this IMS blog
https://blog.stcloudstate.edu/ims?s=artificial+intelligence

https://blog.stcloudstate.edu/ims?s=online+education

 

learning paradigms

Radianti, J., Majchrzak, T. A., Fromm, J., & Wohlgenannt, I. (2020). A systematic review of immersive virtual reality applications for higher education: Design elements, lessons learned, and research agenda. Computers & Education, 147, 103778. https://doi.org/10.1016/j.compedu.2019.103778

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2.2. Learning paradigms

An understanding of the existing learning paradigms is essential for performing an analysis of the current state of VR applications in higher education. Thus, we introduce the main ideas behind the existing learning paradigms. Literature distinguishes between behaviorism, cognitivism, and constructivism (Schunk, 2012). Other scholars also include experiential learning (Kolb & Kolb, 2012) to this list and, recently, connectivism has been introduced as a new learning paradigm (Kathleen Dunaway, 2011; Siemens, 2014). Each learning paradigm has developed various theories about educational goals and outcomes (Schunk, 2012). Each of these theories also offers a different perspective on the learning goals, motivational process, learning performance, transfer of knowledge process, the role of emotions, and implications for the teaching methods.

Behaviorism assumes that knowledge is a repertoire of behavioral responses to environmental stimuli (Shuell, 1986; Skinner, 1989). Thus, learning is considered to be a passive absorption of a predefined body of knowledge by the learner. According to this paradigm, learning requires repetition and learning motivation is extrinsic, involving positive and negative reinforcement. The teacher serves as a role model who transfers the correct behavioral response.

Cognitivism understands the acquisition of knowledge systems as actively constructed by learners based on pre-existing prior knowledge structures. Hence, the proponents of cognitivism view learning as an active, constructive, and goal-oriented process, which involves active assimilation and accommodation of new information to an existing body of knowledge. The learning motivation is intrinsic and learners should be capable of defining their own goals and motivating themselves to learn. Learning is supported by providing an environment that encourages discovery and assimilation or accommodation of knowledge (Shuell, 1986),RN23. Cognitivism views learning as more complex cognitive processes such as thinking, problem-solving, verbal information, concept formation, and information processing. It addresses the issues of how information is received, organized, stored, and retrieved by the mind. Knowledge acquisition is a mental activity consisting of internal coding and structuring by the learner. Digital media, including VR-based learning can strengthen cognitivist learning design (Dede, 2008). Cognitive strategies such as schematic organization, analogical reasoning, and algorithmic problem solving will fit learning tasks requiring an increased level of processing, e.g. classifications, rule or procedural executions (Ertmer & Newby, 1993) and be supported by digital media (Dede, 2008).

Constructivism posits that learning is an active, constructive process. Learners serve as information constructors who actively construct their subjective representations and comprehensions of reality. New information is linked to the prior knowledge of each learner and, thus, mental representations are subjective (Fosnot, 2013; Fosnot & Perry, 1996). Therefore, constructivists argue that the instructional learning design has to provide macro and micro support to assist the learners in constructing their knowledge and engaging them for meaningful learning. The macro support tools include related cases, information resources, cognitive tools, conversation, and collaboration tools, and social or contextual support. A micro strategy makes use of multimedia and principles such as the spatial contiguity principle, coherence principle, modality principle, and redundancy principle to strengthen the learning process. VR-based learning fits the constructivist learning design (Lee & Wong, 2008; Sharma, Agada, & Ruffin, 2013). Constructivist strategies such as situated learning, cognitive apprenticeships, and social negotiation are appropriate for learning tasks demanding high levels of processing, for instance, heuristic problem solving, personal selection, and monitoring of cognitive strategies (Ertmer & Newby, 1993).

Experientialism describes learning as following a cycle of experiential stages, from concrete experience, observation and reflection, and abstract conceptualization to testing concepts in new situations. Experientialism adopts the constructivist’s point of view to some extent—e.g., that learning should be drawn from a learner’s personal experience. The teacher takes on the role of a facilitator to motivate learners to address the various stages of the learning cycle (Kolb & Kolb, 2012).

Connectivism takes into account the digital-age by assuming that people process information by forming connections. This newly introduced paradigm suggests that people do not stop learning after completing their formal education. They continue to search for and gain knowledge outside of traditional education channels, such as job skills, networking, experience, and access to information, by making use of new technology tools (Siemens, 2014).

eLearning Trends To Treat With Caution

4 eLearning Trends To Treat With Caution

https://elearningindustry.com/instructional-design-models-and-theories

Jumping onboard to a new industry trend with insufficient planning can result in your initiative failing to achieve its objective and, in the worst case, even hinder the learning process. So which hot topics should you treat with care?

1. Virtual Reality, or VR

Ultimately, the key question to consider when adopting anything new is whether it will help you achieve the desired outcome. VR shouldn’t be incorporated into learning just because it’s a common buzzword. Before you decide to give it a go, consider how it’s going to help your learner, and whether it’s truly the most effective or efficient way to meet the learning goal.

2. Gamification

considering introducing an interactive element to your learning, don’t let this deter you—just ensure that it’s relevant to the content and will aid the learning process.

3. Artificial Intelligence, or AI

If you are confident that a trend is going to yield better results for your learners, the ROI you see may well justify the upfront resources it requires.
Again, it all comes down to whether a trend is going to deliver in terms of achieving an objective.

4. Microlearning

The theory behind microlearning makes a lot of sense: organizing content into sections so that learning can fit easily with modern day attention spans and learners’ busy lifestyles is not a bad thing. The worry is that the buzzword, ‘microlearning’, has grown legs of its own, meaning the industry is losing sight of its’ founding principles.

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more on elearning in this IMS blog
https://blog.stcloudstate.edu/ims?s=elearning

social presence in online learning

We invite you to an upcoming session in the 2017-18 CIDER Sessions series on Wednesday, May 2, 2018. This free, online session will feature David Mykota from the University of Saskatchewan.
 Title: Social Presence in Online Learning: A Scoping Study
This presentation reports the findings of a scoping review of the construct social presence. The methodology follows the design for scoping reviews as advocated by Arksey and O’Malley (2005).

A scoping study is desirable because by synthesizing the research literature the opportunity to identify practical guidelines for the development of social presence is facilitated. A two-stage screening process resulted in 105 studies identified for inclusion with data extracted using a standardized form. A descriptive numerical analysis and qualitative content analysis for those studies included was undertaken. Results from the manuscripts, screened for inclusion and synthesized from the data extracted in the scoping review, provide strategies for the structuring of social presence; the potential benefits of effective affective communication in an online environ; and an overview of the evolution of the construct social presence. Future research that links both the theoretical and empirical frameworks that validate social presence across a variety of online and e-learning environs is recommended so that best practices for excellence in higher education can continue to be made possible.

When: Wednesday, May 2, 2018 – 11am to 12noon Mountain Time (Canada)

Where: Online through Adobe Connect at:
https://athabascau.adobeconnect.com/cider

Registration is not required; all are welcome. CIDER Sessions are recorded and archived for later viewing through the CIDER website. For more information on CIDER and our Sessions, please visit us at:
http://cider.athabascau.ca

Pre-configuration:
Please note that it is important to set up your system prior to the event. Make sure your Mac or PC is equipped with a microphone and speakers, so that you can use the audio functionality built into the conferencing software. The Adobe Connect platform may require an update to your Flash Player; allow time for this update by joining the session 10 minutes prior to the scheduled presentation.

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CIDER sessions are brought to you by the International Review of Research in Open and Distributed Learning (IRRODL) and the Centre for Distance Education, Athabasca University: Canada’s Open University and leader in professional online education. The Sessions and their recordings are open and available to all, licensed under a Creative Commons Attribution 4.0 International License.

Our mailing address is:

Athabasca University

International Review of Research in Open and Distributed Learning (IRRODL)
1200, 10011 – 109 Street

Edmonton, AB T5J 3S8

Canada

Add us to your address book

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more on distance ed theories in this IMS blog:
https://blog.stcloudstate.edu/ims/2018/04/26/distance-education-theories/

distance education theories

Transactional Distance

online learning is most effective when the perceived pedagogical distance between the instructor and students in the course is minimized with increased interaction; Interaction occurs through learner-instructor communication, learner-learner collaboration, and learner-content engagement. All three levels of interaction have important implications for effective online learning

popular:

https://elearningindustry.com/tips-minimize-transactional-distance-elearning

https://en.wikipedia.org/wiki/Transactional_distance

dissertations:

http://digitalcommons.unl.edu/cehsdiss/51

https://etd.auburn.edu/bitstream/handle/10415/5764/Dissertation_lebeck.pdf

http://faculty.jou.ufl.edu/mleslie/spring96/moore.html

Classes:

https://ci484-learning-technologies.wikispaces.com/Transactional+Distance+Theory

By M. Moore:

Moore, M. (1972). Learner autonomy: The second dimension of independent learning.Convergence, 5, 76-88.

Moore, M. (1973). Toward a theory of independent learning and teaching. Journal of Higher Education, 44, 661-679.

Moore, M. (1993). Theory of transactional distance. In D. Keegan (Ed.), Theoretical principles of distance education (pp.22-38).New York: Routledge.

Moore, M. G. (1989). Editorial: Three types of interaction. The American Journal of Distance Education, 3 (2), 1-6.

Moore, M. G. (2007). The theory of transactional distance. In M. G. Moore (Ed.), Handbook of  distance education (2nd ed.), (pp.89-105). Mahwah, NJ: Lawrence Erlbaum Associates.

Moore, M. G., (2013). Handbook of distance education (3rd ed.). New York: Routledge

Community of Inquiry (CoI)

The Community of Inquiry theoretical framework focuses on the degree of presence in the online learning environment. Presence is vital to student success in online courses. There are three types of presence that must be maintained: 1. Social presence to increase learners’ sense of community in the online environment, 2. Cognitive presence to enable learners to construct meaning from the online experience, and 3. Teaching presence to increase learner perception of the instructor’s ability to provide structure and direction in the online environment

popular:

https://en.wikipedia.org/wiki/Community_of_inquiry

https://edutechwiki.unige.ch/en/Community_of_inquiry_model

https://coi.athabascau.ca/coi-model/

Community of Inquiry from Phil Ice

peer reviewed:
https://www.ideals.illinois.edu/bitstream/handle/2142/18714/INTHIG%20369%20INTRO.pdf

https://www.academia.edu/398997/A_Constructivist_Approach_to_Online_Learning_The_Community_of_Inquiry_Framework

https://eric.ed.gov/?id=ED387454

By Garrison:

Garrison,  D. R., & Akyol, Z. (2013).  The community of inquiry theoretical framework. In M. Moore, Handbook of Distance Education (3 ed.) (pp. 104-119). New York: Routledge.

Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based

environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2/3), 87-105.

Garrison, D.R. and Arbaugh, J.B. (2007). Researching the Community of Inquiry framework:

Review, issues, and future directions. The Internet and Higher Education 10(3): 157–172 (2007).

Garrison, D. R., & Cleveland-Innes, M. (2005). Facilitating cognitive presence in online learning: Interaction is not enough. American Journal of Distance Education, 19, 133-148.

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more on distance education in this IMS blog
https://blog.stcloudstate.edu/ims?s=distance+education

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