Meaningful learning

The concept or theory of meaningful learning is that learned information is completely understood and can now be used to make connections with other previously known knowledge, aiding in further understanding. Since information is stored in a network of connections, it can be accessed from multiple starting points depending on the context of recall. Meaningful learning is often contrasted with rote learning, a method in which information is memorized sometimes without elements of understanding or relation to other objects or situations. A real-world example of a concept the learner has learned is an instance of meaningful learning. Utilization of meaningful learning may trigger further learning, as the relation of a concept to a real-world situation may be encouraging to the learner. It may encourage the learner to understand the information presented and will assist with active learning techniques to aid their understanding. Although it takes longer than rote memorization information is typically retained for a longer period of time.

Meaningful learning can incorporate many different techniques, such as concept map, collaboration, and hands-on tasks. Some techniques may be more helpful than others, depending on the learner.

Nature of meaningful learning

There are many ways to understand and define meaningful learning, as it incorporates many facets of cognition. Similar types of learning include active learning, deeper learning, and integrative learning.

Ausubel (1967:10) focused on meaningful learning, as "a clearly articulated and precisely differentiated conscious experience that emerges when potentially meaningful signs, symbols, concepts, or propositions are related to and incorporated within a given individual's cognitive structure" ().

Shuell (1992) outlined the principles of the meaningful learning process:
# Active: The learner must cognitively engage with the presented information using an appropriate learning styles.
# Constructive: When information is incorporated into a cognitive structure, it is recreated as a new form showing the learner’s own understanding.
# Cumulative: New information builds upon old information, rather than being replaced or stored independently.
# Self-regulated: Meaningful learning is an independent process. The learner must conduct and regulate their own learning process as well as make decisions on how to organize mental model.
# Goal-orientated: An outcome or expectation should be worked towards by the learner. Moreover, the goal must be devised individually.

Provided that these principles are followed, information becomes part of a hierarchically organized system in the mind. Within the system, the newly learned information is “anchored” and does not require constant revision to be retained. It is unknown for how long the information can be remembered; however, the duration of retention exceeds that of rote-learnt information. Karpicke (2012) suggested that practicing retrieval rather than re-reading the information can strengthen the learner’s ability to recall the information in the future.

An individual can display an understanding of the material by paraphrasing, summarizing, answering related questions, and utilizing the material to perform a task.

Variables

Although anyone can engage in meaningful learning, the extent to which meaningful learning can be achieved depends on a number of mechanisms.
# Availability of cognitive structures: Learners need to know how to appropriately process new information. Without proper organizational skills, learners cannot build upon past concepts.
# Stability of concept: It is difficult to understand new, complex concepts when learners do not have a solid foundation of background knowledge. Having a firm understanding of an existing idea will allow learners to integrate new ideas with old ones.
# Discriminability between concepts: It is much easier to forget superficial concepts than actual meaningful ones. The learning material must clearly define the learning objective, so learners will learn only what is important rather than redundant information.
# Type of learning material: In general, pictorial and literary information is learned much quicker than numerical and nonsense information.
# Individual differences: There can be many external factors that cause individual differences between learners. Such reasons include age, socioeconomic class, heredity, Intelligence quotient, and cognitive style.

Advantages

Utilizing meaningful learning is beneficial in several ways. When learning new concepts, it is more cognitively easy to attempt understanding the substance of materials than to try to memorize the same information using rote techniques. This is because understanding the information enables longer retention and facilitates greater future learning than rote memorization.

Learners when engaging in meaningful learning spend less time learning large bulks of information compared to learners using rote techniques. This is because it is much easier to continuously build on concepts the learner already understands.

Meaningful learning often helps in developing problem solving skills, which are easily transferable to real-life situations.

Spread of activation

If meaningful learning is occurring, then the learner is fully engaged, and the brain can then organize the information based on what it relates to; this creates the associations that help us learn more and understand better by making connections. This also means that these facts will be remembered together, instead of individually. Remembering one of the facts (or activation) will prime you to remember the others. This has been termed Spreading activation. Learners who are able to use this method of learning, as opposed to rote learning, are able to solve problems easier due to their capacity to apply their knowledge.The Internet has been a major factor in meaningful learning. Web 2.0 technologies, such as Wikipedia, blogs, and YouTube, have made learning easier and more accessible for students ( Hamdan et al. 2015). Students are able to develop their interests with free and easy access to these online tools, and therefore are able to learn the material meaningfully. Interest development is one of the goals of meaningful learning, as students who are interested generally learn more effectively ( Heddy et al. 2006).

Applications

Teachers often struggle to promote meaningful learning in the classroom. Ausubel criticized educators for over-relying on teacher-centered instruction, as opposed to student-centered. He argues that students must take responsibility for their learning and actively try to understand the materials presented. Michael (2001) also condemned teachers’ reluctance to incorporate meaningful learning in the classroom, saying that over-rely on outdated (often rote) teaching techniques rather than using more modern and efficient techniques. There are many scientifically proven ways of fostering meaningful learning in the classroom.

Within the cognitive theory of learning, based on the theory of human information processing, the 3 core processes of learning are: how knowledge is developed; how new knowledge is integrated into an existing cognitive system; and how knowledge becomes automatic.

Collaborative discussion

Learning in a group setting can help foster meaningful learning. People tend to be more engaged in the learning materials and can take advantage of other students’ knowledge by integrating it with their own. Furthermore, when explaining a concept to another person, the speaker has to present information more coherently for the listener to understand properly. This process helps to organize the information in the speaker’s and listener’s minds more meaningfully. Having another person challenge an idea can also aid in meaningful learning, as it can result in a stronger understanding of a subject for both parties – information can either be corrected or enhanced through elucidation.

Concept maps

Concept maps are a useful way of ordering information and showing relationships between concepts. Mapping out information allows students to see the connections between concepts so that individual ideas seem to be part of a larger whole. Studies have also found that when students collaborate when making a concept map, they engage in more meaningful learning than making one individually. This is thought to be because more ideas can be generated at once.

Use of technology

The Internet and other online technologies has been a major factor in meaningful learning. Web 2.0 technologies, such as Wikipedia, blogs, and YouTube, have made learning easier and more accessible for students ( Hamdan et al. 2015). Students are able to develop their interests with free and easy access to these online tools, and therefore are able to learn the material meaningfully. Interest development is one of the goals of meaningful learning, as students who are interested generally learn more effectively ( Heddy et al. 2006). However, internet technologies cannot facilitate meaningful learning on their own. Computers should be treated as a learning support rather than a form of instruction. It is especially important for students to have a sound understanding of an online environment, so they can grasp the information being presented. To engage in meaningful learning, students must show a degree of independence and tolerance for uncertainty. In order to support students, they should be given continuous guidance until they understand the task at hand. Online learning environments should be designed to allow for reflection, collaboration, and the contextualization of information.

Notes

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Learning

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