Active learning is "a method of learning in which students are actively or experientially involved in the learning process and where there are different levels of active learning, depending on student involvement." states that "students participate [in active learning] when they are doing something besides passively listening." According to Hanson and Moser (2003) using active teaching techniques in the classroom can create better academic outcomes for students. Scheyvens, Griffin, Jocoy, Liu, & Bradford (2008) further noted that "by utilizing learning strategies that can include small-group work, role-play and simulations, data collection and analysis, active learning is purported to increase student interest and motivation and to build students ‘critical thinking, problem-solving and social skills". In a report from the Association for the Study of Higher Education, authors discuss a variety of methodologies for promoting active learning. They cite literature that indicates students must do more than just listen in order to learn. They must read, write, discuss, and be engaged in solving problems. This process relates to the three learning domains referred to as knowledge, skills and attitudes (KSA). This taxonomy of learning behaviors can be thought of as "the goals of the learning process."Bloom, B. S., Krathwohl, D. R., & Masia, B. B. (1956). Taxonomy of educational objectives: The classification of educational goals. New York, NY: David McKay Company. In particular, students must engage in such higher-order thinking tasks as analysis, synthesis, and evaluation.

Nature of active learning

There are a wide range of alternatives for the term active learning and specific strategies, such as: learning through play, technology-based learning, activity-based learning, group work, project method, etc. The common factors in these are some significant qualities and characteristics of active learning. Active learning is the opposite of passive learning; it is learner-centered, not teacher-centered, and requires more than just listening; the active participation of each and every student is a necessary aspect in active learning. Students must be doing things and simultaneously think about the work done and the purpose behind it so that they can enhance their higher order thinking capabilities.

Studies have shown that active learning as a strategy has promoted achievement levels and some others say that content mastery is possible through active learning strategies. However, some students as well as teachers find it difficult to adapt to the new learning technique.

There are intensive uses of scientific and quantitative literacy across the curriculum, and technology-based learning is also in high demand in concern with active learning.

Barnes (1989) suggested principles of active learning: Purposive: the relevance of the task to the students' concerns. Reflective: students' reflection on the meaning of what is learned. Negotiated: negotiation of goals and methods of learning between students and teachers. Critical: students appreciate different ways and means of learning the content. Complex: students compare learning tasks with complexities existing in real life and making reflective analysis. Situation-driven: the need of the situation is considered in order to establish learning tasks. Engaged: real life tasks are reflected in the activities conducted for learning.

Active learning requires appropriate learning environments through the implementation of correct strategy. Characteristics of learning environment are: Aligned with constructivist strategies and evolved from traditional philosophies. Promoting research based learning through investigation and contains authentic scholarly content. Encouraging leadership skills of the students through self-development activities. Creating atmosphere suitable for collaborative learning for building knowledgeable learning communities. Cultivating a dynamic environment through interdisciplinary learning and generating high-profile activities for a better learning experience. Integration of prior with new knowledge to incur a rich structure of knowledge among the students. Task-based performance enhancement by giving the students a realistic practical sense of the subject matter learnt in the classroom.

Teacher's characteristics in active learning A study by Jerome I. Rotgans and Henk G. Schmidt showed a correlation between three teachers' characteristics and students' situational interest in an active learning classroom.

Situational interest is defined as "focused attention and an affective reaction that is triggered in the moment by environmental stimuli, which may or may not last over time" according to Hidi and Renninger.

Students' situational interest is inspired by three teacher traits as represented in the study. The three traits are social congruence, subject-matter expertise, and cognitive congruence:

When a teacher is socially congruent which means that he/she has a harmonious interaction with the student, the positive relationship allows students to express their opinions and participate without fear of making mistakes. Also, students will ask questions when the topic is not clear; as a result, they become more interested in the classroom. Subject-matter expertise: When a teacher is an expert and has a broad knowledge of the subject being taught, students are expected to work harder and put more effort into their work. In contrast, If a teacher is less knowledgeable, students might lose interest in learning. Moreover, expert teachers are more helpful to their students in an effective way. This trait will positively impact student's success during the active learning process. Cognitive congruence: This happens when a teacher can simplify hard concepts and use simple terms, so students can easily understand the topic. The teacher guides the students in the learning process by asking questions and allowing students to share their thoughts without interruption. As a result, students will trust their ability to learn on their own and will develop an organized way of thinking about a topic. Therefore, they will be more engaged in an active learning classroom.

Ensuring that all students are actively learning Total participation offers two major techniques for teachers to apply in their classrooms. The first helpful tool is asking students higher-order questions instead of lower-order questions. According to Bloom's Cognitive Taxonomy, a higher-order question will allow students to go beyond their basic knowledge, opening the door for their thinking to dive into new topics, and make connections related to real life. When students make these connections and analyze the topic that needs to be learned, the topic will become unforgettable. In contrast, lower-order questions are straightforward questions based on memorized facts or predictable conclusions. These types of questions may engage all students to participate but will not allow students to expand their thinking. They will likely forget the concept later because it lacks connections to real life, and their thinking didn't go through deep analysis. The second tool is called "The Ripple." This technique will ensure that every student will participate and come up with an answer regarding a higher-order question because it gives a student the time needed to think independently and generate ideas. The drawback of the traditional teaching method is that it only allows some students to respond to the prompt, while others may need extra time to develop ideas. "The Ripple" will motivate students through different stages. First, the students think independently, then they expand their ideas with peers, and finally, this discussion will expand to the whole class.

Constructivist framework Active learning coordinates with the principles of constructivism which are, cognitive, meta-cognitive, evolving and effective in nature. Studies have shown that immediate results in construction of knowledge is not possible through active learning as the child first goes through the process of knowledge construction, knowledge recording and then knowledge absorption. This process of knowledge construction is dependent on previous knowledge of the learner where the learner is self-aware of the process of cognition and can control and regulate it by themselves. There are several aspects of learning and some of them are: Learning through meaningful reception, influenced by David Ausubel, who emphasizes the previous knowledge the learner possesses and considers it a key factor in learning. Learning through discovery, influenced by Jerome Bruner, where students learn through discovery of ideas with the help of situations provided by the teacher. Conceptual change: misconceptions takes place as students discover knowledge without any guidance; teachers provide knowledge keeping in mind the common misconceptions about the content and keep an evaluatory check on the knowledge constructed by the students. Constructivism, influenced by researchers such as Lev Vygotsky, suggests collaborative group work within the framework of cognitive strategies like questioning, clarifying, predicting and summarizing.

Science of active learning Active learning can be used effectively for teaching comprehension and memory. The reason it is efficient is that it draws on underlying characteristics of how the brain operates during learning. These characteristics have been documented by thousands of empirical studies (e.g., Smith & Kosslyn, 2011) and have been organized into a set of principles. Each of these principles can be drawn on by various active learning exercises. They also offer a framework for designing activities that will promote learning; when used systematically, Stephen Kosslyn (2017) notes these principles enable students to "learn effectively—sometimes without even trying to learn".

The principles of learning One way to organize the empirical literature on learning and memory specifies 16 distinct principles, which fall under two umbrella "maxims". The first maxim, "Think it Through", includes principles related to paying close attention and thinking deeply about new information. The second, "Make and Use Associations", focuses on techniques for organizing, storing, and retrieving information.

The principles can be summarized as follows.

Maxim I: Think it through

The first maxim emphasizes deep and active engagement with information rather than processing it at a superficial level. It draws on research into deep processing, which suggests that learning is strengthened when individuals extend their thinking beyond the “face value” of information and connect it with meaning and prior knowledge.

The maxim also incorporates the concept of desirable difficulty, whereby learning activities should be sufficiently challenging to promote cognitive effort without becoming overwhelming. Related to this is the generation effect, which demonstrates that information is remembered more effectively when learners actively retrieve or generate it themselves rather than passively receiving it.

The principle further stresses the importance of deliberate practice, in which learners focus on identifying and correcting errors through sustained and purposeful repetition. It also highlights the value of interleaving, or mixing different types of problems and tasks during study, which has been shown to improve long-term retention and transfer of learning.

In addition, the maxim advocates dual coding, the presentation of information through both verbal and visual forms, which can improve comprehension and recall. Finally, it recognizes the role of emotion in memory formation, noting that emotionally engaging material is often remembered more effectively than emotionally neutral information.Erk, S.; et al. (2003). "Emotional context and memory".

Maxim II: Make and use associations