Critical thinking development model

Critical Thinking

One may achieve such levels in a domain in which one has significant domain knowledge and experience but not in a different domain in which one has little domain knowledge and experience. The processes involved in developing high levels of critical thinking are somewhat generic. Therefore, it is possible to develop critical thinking in nearly any domain when the two additional capabilities of metacognition and self-regulation are coupled with motivation and engagement and supportive emotional states Ericsson et al. If the individual is not interested in what was observed, an inquiry typically does not begin.

Inquiry and critical thinking require motivation along with an inquisitive disposition.

Developing Critical and Creative Thinkers

The process of critical thinking requires the support of corresponding internal indispositions such as open-mindedness and truth-seeking. Consequently, a disposition to initiate an inquiry e. Initiating dispositions are those that contribute to the start of inquiry and critical thinking. Internal dispositions are those that initiate and support corresponding critical thinking skills during the process. Therefore, critical thinking dispositions consist of initiating dispositions and internal dispositions. Besides these factors, critical thinking also involves motivation.

Our Conception of Critical Thinking...

Motivation and dispositions are not mutually exclusive, for example, curiosity is a disposition and also a motivation. Critical thinking abilities and dispositions are two main components of critical thinking, which involve such interrelated cognitive constructs as interpretation, explanation, reasoning, evaluation, synthesis, reflection, judgement, metacognition and self-regulation Dwyer et al.

Those abilities along with critical thinking are called the 4Cs; they are individually monitored and regulated through metacognitive and self-regulation processes. The thinking process can be depicted as a spiral through both lower and higher order thinking skills. It encompasses several reasoning loops. Some of them might be iterative until a desired outcome is achieved.

Each loop might be a mix of higher order thinking skills and lower level thinking skills. Each loop is subject to the self-regulatory mechanism of metacognition and self-regulation.

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But, due to the complexity of human thinking, a specific spiral with reasoning loops is difficult to represent. Therefore, instead of a visualized spiral with an indefinite number of reasoning loops, the developmental stages of critical thinking are presented in the diagram Fig. Besides, most of the definitions of critical thinking are based on the imagination about ideal critical thinkers such as the consensus generated from the Delphi report Facione However, according to Dreyfus and Dreyfus , in the course of developing an expertise, students would pass through five stages.

Dreyfus and Dreyfus described the five stages the result of the successive transformations of four mental functions: recollection, recognition, decision making, and awareness. In the course of developing critical thinking and expertise, individuals will pass through similar stages which are accompanied with the increasing practices and accumulation of experience. Through the intervention and experience of developing critical thinking, as a novice, tasks are decomposed into context-free features which could be recognized by students without the experience of particular situations.

For further improving, students need to be able to monitor their awareness, and with a considerable experience.

Analyzing and Assessing Thinking

They can note recurrent meaningful component patterns in some contexts. Gradually, increased practices expose students to a variety of whole situations which enable the students to recognize tasks in a more holistic manner as a professional. On the other hand, with the increasing accumulation of experience, individuals are less likely to depend simply on abstract principles.

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The decision will turn to something intuitive and highly situational as well as analytical. Students might unconsciously apply rules, principles or abilities. A high level of awareness is absorbed. At this stage, critical thinking is turned into habits of mind and in some cases expertise. The description above presents a process of critical thinking development evolving from a novice to an expert, eventually developing critical thinking into habits of mind.

We mention the five-stage model proposed by Dreyfus and Dreyfus to categorize levels of critical thinking and emphasize the developmental nature involved in becoming a critical thinker.

The State of Critical Thinking:

In the Australian Curriculum: Technologies, students develop capability in critical and creative thinking as they imagine, generate, develop and critically evaluate ideas. Based on their findings, the authors developed a model of critical and creative thinking that is accompanied by a table of skills, objectives, and references. In order to determine these relationships, critical and creative thinkers engage in exploring, thinking through analogies and metaphors, examining ideas in new ways, observing, elaborating, inferring, extrapolating, and generating remote associations. By using logic and imagination, and by reflecting on how they best tackle issues, tasks and challenges, students are increasingly able to select from a range of thinking strategies and use them selectively and spontaneously in an increasing range of learning contexts. References 1. Naive relativism.

Correspondingly, critical thinking is categorized into 5 levels: absolute beginner novice , advanced beginner beginner , competent performer competent , proficient performer proficient , and intuitive expert expert. Ability level and critical thinker critical thinking level together represent one of the four dimensions represented in Fig. In addition, it is noteworthy that the other two elements of critical thinking are the context and knowledge in which the inquiry is based. Contextual and domain knowledge must be taken into account with regard to critical thinking, as previously argued.

Besides, as Hitchcock argued, effective critical thinking requires knowledge about and experience applying critical thinking concepts and principles as well.

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Critical thinking is considered valuable across disciplines. But except few courses such as philosophy, critical thinking is reported lacking in most school education. Most of researchers and educators thus proclaim that integrating critical thinking across the curriculum Hatcher For example, Ennis provided a vision about incorporating critical thinking across the curriculum in higher education.

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Though people are aware of the value of critical thinking, few of them practice it. Respondents were deeply concerned that schools do not teach critical thinking. Besides, the investigation also found that respondents were split over when and how to teach critical thinking, clearly. In the previous analysis of critical thinking, we presented the mechanism of critical thinking instead of a concise definition.

This is because, given the various perspectives of interpreting critical thinking, it is not easy to come out with an unitary definition, but it is essential for the public to understand how critical thinking works, the elements it involves and the relationships between them, so they can achieve an explicit understanding. In the framework, critical thinking starts from simple experience such as observing a difference, then entering the stage of inquiry, inquiry does not necessarily turn the thinking process into critical thinking unless the student enters a higher level of thinking process or reasoning loops such as re-examining, reasoning, reflection 3Rs.

Being an ideal critical thinker or an expert requires efforts and time. According to the framework, simple abilities such as observational skills and inquiry are indispensable to lead to critical thinking, which suggests that paying attention to those simple skills at an early stage of children can be an entry point to critical thinking. Considering the child development theory by Piaget , a developmental approach spanning multiple years can be employed to help children develop critical thinking at each corresponding development stage until critical thinking becomes habits of mind. Although we emphasized critical thinking in this paper, for the improvement of intelligence, creative thinking and critical thinking are separable, they are both essential abilities that develop expertise, eventually drive the improvement of HI at human race level.

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The aim of this research was to identify a model for developing critical thinking among students with the special focus on learning environment and learning style. Though most teachers aspire to make critical thinking a primary objective of their instruction, most also do not realize that, to develop as thinkers, students must.

As previously argued, there is a similar pattern among students who think critically in different domains, but students from different domains might perform differently in creativity because of different thinking styles Haller and Courvoisier Plus, students have different learning styles and preferences.

Personalized learning has been the most appropriate approach to address those differences. Though the way of realizing personalized learning varies along with the development of technologies. Generally, personalized learning aims at customizing learning to accommodate diverse students based on their strengths, needs, interests, preferences, and abilities. Although lots of potentials are unrealized yet Spector , the so-called smart learning environments rely more on the support of AI technology such as neural networks, learning analytics and natural language processing.

Personalized learning is better supported and realized in a smart learning environment. In short, in the current era, personalized learning is to use AI to help learners perform at a higher level making adjustments based on differences of learners. This is the notion with which we conclude — the future lies in using AI to improve HI and accommodating individual differences. The application of AI in education has been a subject for decades.

There are efforts heading to such a direction though personalized learning is not technically involved in them. For example, using AI technology to stimulate critical thinking Zhu , applying a virtual environment for building and assessing higher order inquiry skills Ketelhut et al. Developing computational thinking through robotics Angeli and Valanides is another such promising application of AI to support the development of HI.

However, almost all of those efforts are limited to laboratory experiments. For accelerating the development rate of HI, we argue that more emphasis should be given to the development of HI at scale with the support of AI, especially in young children focusing on critical and creative thinking.

In this paper, we argue that more emphasis should be given to HI development. Rather than decreasing the funding of AI, the analysis of progress in artificial and human intelligence indicates that it would be reasonable to see increased emphasis placed on using various AI techniques and technologies to improve HI on a large and sustainable scale. Well, most researchers might agree that AI techniques or the situation might be not mature enough to support such a large-scale development.