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Mind Mapping for Critical Thinking: Boost Analytical Skills Effortlessly

mind mapping

Mind mapping is an effective tool for improving critical thinking . Developed by Tony Buzan in the 1960s, mind mapping helps organize thoughts visually, making complex ideas easier to understand.

By representing information in a structured format, mind mapping allows individuals to break down and analyze topics more effectively.

In educational settings, mind mapping supports students in organizing their knowledge and enhancing their critical thinking skills.

Mind maps enable students to see connections between ideas, fostering deeper understanding and retention of information.

This method is not only beneficial in classrooms but also widely used in professional fields to brainstorm and solve problems more efficiently.

Whether it’s summarizing key points from a lecture or outlining a complex project, mind mapping is a versatile tool that enhances both learning and productivity.

From nursing to engineering, various professions use mind mapping to unlock creative potential and improve decision-making processes.

Key Takeaways

  • Mind mapping enhances critical thinking by visually organizing information.
  • It helps students and professionals understand and retain information better.
  • Mind maps are widely used in educational and professional fields.

The Fundamentals of Mind Mapping

Mind mapping is a visual technique used to organize information, brainstorm ideas , and improve memory retention.

Developed by Tony Buzan, it involves creating branches from a central concept to related topics. This process helps break down complex information into manageable parts.

Defining Mind Mapping

A mind map is a tool for brainstorming and organizing information visually. It starts with a central idea or concept, and related ideas branch out in multiple directions.

Each branch can have sub-branches, forming a tree-like structure. This approach helps users see the connections between different pieces of information.

By using visual techniques like colors, images, and keywords, mind maps can make understanding and remembering information easier.

History and Development

Mind mapping was popularized by Tony Buzan in the 1970s. Buzan, an educational consultant, aimed to improve the way people take notes and plan ideas.

He compared a mind map to a city map, where the center represents the main idea, and roads branching out represent related thoughts.

Earlier methods of note-taking were often linear and less effective in showing connections between ideas. Buzan’s method encouraged a more holistic, visual technique that supports critical thinking and creativity.

Since then, mind mapping has been adopted in education, business, and personal development to enhance learning and problem-solving.

Elements of a Mind Map

A well-organized mind map has several elements.

The central idea is usually placed at the center of the page and is the starting point for the map.

Branches extend from the central idea and represent main topics. These branches can have sub-branches that show finer details or related concepts.

Using different colors, images, and symbols can make mind maps more engaging and easier to understand.

Each branch should contain keywords or short phrases to keep the information concise and focused.

This structured yet flexible format helps users see the big picture and the details simultaneously, making it an effective tool for learning and brainstorming.

Critical Thinking and Mind Maps

A web of interconnected ideas and concepts radiates from a central point, representing critical thinking and mind mapping

Mind maps are powerful tools in fostering critical thinking and problem-solving. By visualizing information, mind maps help break down complex ideas and enhance creativity.

Enhancing Critical Thinking Ability

Critical thinking involves analyzing and evaluating information to form well-reasoned judgments.

Mind maps support this process by visually organizing thoughts and ideas. They allow users to see connections between different pieces of information, making complex subjects more manageable.

This visual structure helps in identifying relationships and gaps in knowledge, leading to deeper understanding and insight.

Using mind maps encourages individuals to think critically about the content they are learning or working on. They prompt questions, invite connections, and facilitate a more thorough examination of the topic.

Mind Maps as Thinking Tools

Mind maps are effective thinking tools that aid in structuring thoughts clearly and logically.

Each branch of the mind map represents a different aspect of the topic, providing a coherent structure for information that might otherwise seem scattered.

In education, for instance, educators use mind maps to help students better understand and retain information.

By breaking down ideas into smaller, more digestible parts, students can explore subjects in a more in-depth and critical manner.

Mind maps also support collaborative work, enabling groups to plan and organize ideas collectively.

Creativity and Problem-Solving

Creativity in problem-solving is essential for developing effective solutions.

Mind maps foster this by allowing individuals to explore various possibilities and avenues.

They break free from linear thinking and present information dynamically, sparking new ideas and approaches.

For example, in a brainstorming session, participants may use mind maps to jot down all possible solutions to a problem without worrying about organization initially.

Later, they can refine and connect these ideas logically, enabling a balanced mix of creative and critical thinking .

This technique supports both divergent and convergent thinking , leading to innovative and practical solutions.

Using mind maps, individuals can enhance their critical thinking skills and become more adept at tackling complex problems creatively and effectively.

For more details about fostering these skills, you can explore resources on Promoting Critical Thinking With Mind Mapping and The Mind Map as a Tool for Critical Thinking .

Educational Applications of Mind Mapping

Mind mapping can significantly enhance learning experiences, organize complex information, and foster critical thinking across various educational domains.

It helps in subjects like science and humanities, improves writing and research skills, supports active learning in classrooms, and offers innovative assessment and evaluation techniques.

Mind Mapping in Science and Humanities

Mind mapping helps students in both science and humanities by visually organizing information.

In science, it can break down complex concepts like the structure of cells or the periodic table. Students can see relationships between different elements, making it easier to remember and understand.

In humanities, mind mapping can be used to map out historical events, literature themes, or philosophical ideas. This method allows students to make connections between different topics and see the broader picture, enhancing their understanding and retention of material.

Improving Writing and Research Skills

Mind maps are valuable for developing writing and research skills.

They can help students brainstorm and organize their ideas before starting a paper.

By visually laying out their thoughts, students can see the structure of their argument more clearly, making it easier to write coherent and compelling essays.

Mind maps can also be used in research to plan and organize sources and data. This method ensures that students cover all necessary points and maintain a logical flow in their writing.

For example, different branches of a mind map can represent various sections of a research paper, aiding in thorough planning and execution.

Supporting Active Learning in Classrooms

Mind mapping encourages active learning by involving students in the process of knowledge construction.

Teachers can use mind maps to facilitate group discussions, where each student contributes to a collective mind map.

This engagement helps students better understand the material and stimulates critical thinking .

In classrooms, mind maps can be used as an interactive tool to summarize lessons, plan projects, or solve problems.

It allows students to participate actively and collaborate with peers, making learning more dynamic and participatory, which can enhance overall classroom engagement and understanding.

Assessment and Evaluation Techniques

Mind maps can also be employed in assessment and evaluation.

Teachers can ask students to create mind maps to demonstrate their comprehension of a topic.

This method provides a visual representation of a student’s understanding, which can be a useful supplement to traditional testing methods.

Using mind maps for evaluation allows educators to assess not just factual recall but also the student’s ability to connect and organize information.

This method can reveal how students process and internalize knowledge, offering insights into their cognitive processes and learning outcomes, and providing a more holistic view of student performance.

Mind Mapping for Various Professional Fields

Mind mapping is a versatile tool used across diverse professional domains, aiding in effective decision-making, enhancing educational outcomes, and solving complex engineering problems.

Business Strategy and Decision-Making

Mind mapping is pivotal in business strategy and decision-making.

It helps in organizing ideas visually, making brainstorming sessions more efficient and collaborative.

Managers can outline strategic goals, identify potential risks, and develop action plans.

For decision-making , mind mapping clarifies options, weights outcomes, and helps in visualizing the consequences of choices.

This visual representation supports clearer thinking and more informed decisions, reducing the complexity associated with business planning.

Mind Mapping in Medical and Nursing Education

In medical education, mind mapping enhances the critical thinking skills of students, particularly in clinical settings.

Nursing students use mind mapping to organize patient care plans, understand complex medical conditions, and integrate theoretical knowledge with practical applications.

Studies have shown that mind mapping improves memory retention and critical thinking abilities in nursing education, making it a valuable tool for both teaching and learning.

Applications in Engineering and Programming

Engineers and programmers use mind mapping to break down complicated projects into manageable parts.

This method supports systems thinking , enabling professionals to visualize relationships between different components of a system.

In programming, mind maps help in outlining code structures, tracking progress, and managing development stages effectively.

They facilitate better communication among team members and ensure a cohesive approach to problem-solving.

Frequently Asked Questions

Mind mapping can significantly boost critical thinking abilities and streamline the problem-solving process. The following sections cover how mind mapping aids in organizing thoughts, the benefits it offers, and best practices for its integration.

How can mind mapping enhance critical thinking skills?

Mind mapping helps structure complex information visually. It allows individuals to break down large concepts into smaller, manageable parts.

This enables clearer thinking and deeper analysis. By visually connecting different elements, one can uncover relationships and patterns that may not be obvious at first.

What are the benefits of using mind maps in the critical thinking process?

Mind maps make it easy to organize and rearrange ideas. They promote better memory retention by associating images with concepts.

They also encourage creative thinking by allowing free-form brainstorming. These visual aids can make it simpler to communicate complex ideas to others.

What are the essential elements to include when creating a mind map for critical thinking?

A central idea or question should form the core. Branches should extend to main ideas, which in turn break into sub-ideas.

Use images and colors to differentiate elements. Arrows can indicate relationships between different branches. Keeping the map clear and concise helps in maintaining focus.

What are the best practices for integrating mind mapping techniques in critical analysis?

Start with a clear central topic. Use short phrases or keywords.

Ensure each branch covers only one idea to avoid clutter. Update the map as new information comes in.

Collaborate with others by inviting them to add to the map. Keep the design simple but informative.

In what ways can mind mapping be applied to complex problem-solving?

Mind mapping can deconstruct complex problems into smaller parts, which makes analyzing each part easier.

It encourages looking at the problem from multiple angles.

By visually mapping out possible solutions and their outcomes, one can evaluate risks and benefits more effectively.

How does mind mapping compare to traditional outlining for organizing thoughts and ideas?

Mind mapping is more flexible and visually engaging than traditional outlines. Outlines follow a linear structure. In contrast, mind maps are more dynamic, allowing for non-linear thinking. This can be particularly helpful for brainstorming and developing creative solutions. It also makes it easier to see how different concepts are interconnected.

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Enhancing students’ critical thinking and creative thinking: An integrated mind mapping and robot-based learning approach

  • Published: 16 May 2024

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mind mapping and critical thinking

  • Min-Chi Chiu 1 , 2 &
  • Gwo-Jen Hwang   ORCID: orcid.org/0000-0001-5155-276X 3 , 4  

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Fostering students’ critical thinking and creative thinking is an important aim in education. For example, art courses not only focus on artwork creation, but also on theoretical knowledge for identifying artworks. In the conventional lecture-based instruction mode for theoretical knowledge delivery, students’ learning outcomes could be affected owing to the lack of student-teacher interactions, and hence researchers have started to employ interactive learning technologies, such as robots, to cope with this problem. However, without proper guidance and support, students’ learning outcomes in such an interactive learning mode could be limited. To improve students’ learning effectiveness, this study proposed a mind mapping-assisted robot (MM-R) approach for an art course. A quasi-experimental design was adopted to explore the effects of the proposed learning approach on students’ performance in art appreciation, digital painting creation, creative thinking tendency, and critical thinking awareness. A total of 48 students from two classes in a university in central Taiwan were recruited to participate in this study. One class was the experimental group ( n  = 25) adopting the MM-R approach, while the other class was the control group ( n  = 23) adopting the conventional robot (C-R) approach. The results indicated that the integration of the MM-R approach improved students’ learning achievement, performance in digital painting creation, creative thinking tendency, and critical thinking awareness.

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Abd Karim, R., & Abu, A. G. (2018). Using mobile-assisted mind mapping technique (mammat) to improve writing skills of esl students. Journal of Social Science and Humanities, 1 (2), 1–6. https://doi.org/10.26666/rmp.jssh.2018.2.1

Article   Google Scholar  

Abd Karim, R., & Mustapha, R. (2022). TVET student’s perception on digital mind map to stimulate learning of technical skills in Malaysia. Journal of Technical Education and Training, 14 (1), 1–13.

Afari, E., & Khine, M. S. (2017). Robotics as an educational tool: Impact of Lego mindstorms. International Journal of Information and Education Technology, 7 (6), 437–442. https://doi.org/10.18178/ijiet.2017.7.6.908

Alam, A. (2022). Employing adaptive learning and intelligent tutoring robots for virtual classrooms and smart campuses: Reforming education in the age of artificial intelligence. In Advanced Computing and Intelligent Technologies , 395–406. https://doi.org/10.1007/978-981-19-2980-9_32

Alkhatib, O. J. (2019, March 1–8). A framework for implementing higher-order thinking skills (problem-solving, critical thinking, creative thinking, and decision-making) in engineering & humanities . In 2019 Advances in Science and Engineering Technology International Conferences (ASET), IEEE.

An, J. S., & Huh, Y. J. (2019). Effect of creative thinking through art collaboration class. Journal of the Korea Convergence Society, 10 (7), 121–131. https://doi.org/10.15207/JKCS.2019.10.7.121

Andrews, R. (2015). Critical thinking and/or argumentation in higher education. The Palgrave handbook of critical thinking in higher education (pp. 49–62). Palgrave Macmillan US.

Chapter   Google Scholar  

Astrodjojo, D. R. (2018). The development of teaching materials using learning cycle 5E to increase critical thinking skills and students learning outcome of high school students on the subject of reaction rate. JPPS (Jurnal Penelitian Pendidikan Sains), 8 (1). https://doi.org/10.26740/jpps.v8n1.p%25p

Aykac, V. (2015). An application regarding the availability of mind maps in visual art education based on active learning method. Procedia-Social and Behavioral Sciences, 174 , 1859–1866. https://doi.org/10.1016/j.sbspro.2015.01.848

Bezanilla, M. J., Domínguez, H. G., & Ruiz, M. P. (2021). Importance and possibilities of development of critical thinking in the university: The teacher’s perspective. REMIE: Multidisciplinary Journal of Educational Research, 11 (1), 20–48.

Bhuvaneswari, T., & Beh, S. L. (2013). Changes in teaching and learning through digital media for higher education institutions. International Journal of Mobile Learning and Organisation, 2 (3), 201–215. https://doi.org/10.1504/IJMLO.2008.020315

Bonk, C. J., & Cunningham, D. J. (2012). Searching for learner-centered, constructivist, and sociocultural components of collaborative educational learning tools. Electronic collaborators (pp. 25–50). Routledge.

Bravo, F. A., Hurtado, J. A., & González, E. (2021). Using robots with storytelling and drama activities in science education. Education Sciences, 11 (7), 329.

Bravo Sánchez, F. Á, González Correal, A. M., & Guerrero, E. G. (2017). Interactive drama with robots for teaching non-technical subjects. Journal of Human-Robot Interaction, 6 (2), 48–69.

Brown, G. T., & Wang, Z. (2013). Illustrating assessment: How Hong Kong university students conceive of the purposes of assessment. Studies in Higher Education, 38 (7), 1037–1057. https://doi.org/10.1080/03075079.2011.616955

Buzan, T., & Buzan, B. (2002). How to mind map . Thorsons.

Google Scholar  

Buzan, T., & Buzan, B. (2006). The mind map book . Pearson Education.

Bybee, R. W., & Trowbridge, J. H. (1990). Applying standards-based constructivism: A two-step guide for motivating students . Cambridge University Press.

Carless, D., & Lam, R. (2014). The examined life: Perspectives of lower primary school students in Hong Kong. Education 3–13, 42 (3), 313–329. https://doi.org/10.1080/03004279.2012.689988

Chai, C. S., Deng, F., Tsai, P. S., Koh, J. H. L., & Tsai, C. C. (2015). Assessing multidimensional students’ perceptions of twenty-first-century learning practices. Asia Pacific Education Review, 16 (3), 389–398. https://doi.org/10.1007/s12564-015-9379-4

Chang, C. W., Lee, J. H., Wang, C. Y., & Chen, G. D. (2010). Improving the authentic learning experience by integrating robots into the mixed-reality environment. Computers & Education, 55 (4), 1572–1578. https://doi.org/10.1016/j.compedu.2010.06.023

Chang, C. Y., Panjaburee, P., Lin, H. C., Lai, C. L., & Hwang, G. H. (2022). Effects of online strategies on students’ learning performance, self-efficacy, self-regulation and critical thinking in university online courses. Educational Technology Research and Development, 70 (1), 185–204. https://doi.org/10.1007/s11423-021-10071-y

Chao, J. Y., Liu, C. H., & Kao, H. C. (2023). Science, Technology, Engineering, and Mathematics Curriculum Design for Teaching Mathematical Concept of Perspective at Indigenous Elementary School using Robots. Sensors and Materials, 35 (5), 1547–1556.

Chassignol, M., Khoroshavin, A., Klimova, A., & Bilyatdinova, A. (2018). Artificial Intelligence trends in education: A narrative overview. Procedia Computer Science, 136 , 16–24. https://doi.org/10.1016/j.procs.2018.08.233

Chen, C. H., & Chung, H. Y. (2023). Fostering computational thinking and problem-solving in programming: Integrating Concept maps into Robot Block-based programming. Journal of Educational Computing Research . https://doi.org/10.1177/07356331231205052

Chen, X., Cheng, G., Zou, D., Zhong, B., & Xie, H. (2023). Artificial Robots for Precision Education. Educational Technology & Society, 26 (1), 171–186.

Chen Hsieh, J. (2022). Multimodal Digital Storytelling Presentations among Middle-School learners of English as a Foreign Language: Emotions, grit and perceptions. RELC Journal . https://doi.org/10.1177/00336882221102233

Chin, K. Y., Hong, Z. W., & Chen, Y. L. (2014). Impact of using an educational robot-based learning system on students’ motivation in elementary education. IEEE Transactions on Learning Technologies, 7 (4), 333–345.

Chiu, M. C., Hwang, G. J., & Tu, Y. F. (2022). Roles, applications, and research designs of robots in science education: a systematic review and bibliometric analysis of journal publications from 1996 to 2020. Interactive Learning Environments, 1–26. https://doi.org/10.1080/10494820.2022.2129392

Creswell, J. W. (2013). Qualitative inquiry and research design: Choosing among five approaches (3rd ed.). SAGE Publications.

Cristea, A. D., Berdie, A. D., Osaci, M., & Chirtoc, D. (2011). The advantages of using mind map for learning web dynpro. Computer Applications in Engineering Education, 19 (1), 201–207.

Cruickshank, D. (1996). The ‘art’of reflection: Using drawing to uncover knowledge development in student nurses. Nurse Education Today, 16 (2), 127–130. https://doi.org/10.1016/S0260-6917(96)80069-4

Davies, M. (2011). Concept mapping, mind mapping and argument mapping: What are the differences and do they matter? Higher Education, 62 (3), 279–301. https://doi.org/10.1007/s10734-010-9387-6

Deaver, S. P. (2012). Art-based learning strategies in art therapy graduate education. Art Therapy, 29 (4), 158–165. https://doi.org/10.1080/07421656.2012.730029

Debbag, M., Cukurbasi, B., & Fidan, M. (2021). Use of digital mind maps in technology education: A pilot study with pre-service science teachers. Informatics in Education, 20 (1), 47–68.

Dewey, J. (1934). In J. Boydston (Ed.), Art as experience, reprinted in 1989, John dewey: The later works, 1925–1953. (Vol. 10). Southern Illinois University.

Dong, Y., Zhu, S., & Li, W. (2021). Promoting sustainable creativity: An empirical study on the application of mind mapping tools in graphic design education. Sustainability, 13 (10), 5373. https://doi.org/10.3390/su13105373

Dorouka, P., Papadakis, S., & Kalogiannakis, M. (2020). Tablets and apps for promoting robotics, mathematics, STEM education and literacy in early childhood education. International Journal of Mobile Learning and Organisation, 14 (2), 255–274.

Dumitru, D. (2019). Creating meaning. The importance of arts, humanities and Culture for critical thinking development. Studies in Higher Education, 44 (5), 870–879. https://doi.org/10.1080/03075079.2019.1586345

Edwards, S., & Cooper, N. (2010). Mind mapping as a teaching resource. The Clinical Teacher, 7 (4), 236–239. https://doi.org/10.1111/j.1743-498X.2010.00395.x

Edwards, C., Edwards, A., Spence, P. R., & Lin, X. (2018). I, teacher: Using artificial intelligence (AI) and social robots in communication and instruction. Communication Education, 67 (4), 473–480. https://doi.org/10.1080/03634523.2018.1502459

Eppler, M. J. (2006). A comparison between concept maps, mind maps, conceptual diagrams, and visual metaphors as complementary tools for knowledge construction and sharing. Information Visualization, 5 (3), 202–210.

Evripidou, S., Amanatiadis, A., Christodoulou, K., & Chatzichristofis, S. A. (2021). Introducing algorithmic thinking and sequencing using tangible robots. IEEE Transactions on Learning Technologies, 14 (1), 93–105. https://doi.org/10.1109/TLT.2021.3058060

Fadillah, R. (2019). STUDENTS’perception on the use of mind mapping application software in learning writing. Celtic: A Journal of Culture English Language Teaching Literature and Linguistics, 6 (1), 58–64.

Fan, X., & Zhong, X. (2022). Artificial intelligence-based creative thinking skill analysis model using human–computer interaction in art design teaching. Computers and Electrical Engineering, 100 , 107957. https://doi.org/10.1016/j.compeleceng.2022.107957

Fish, B. J. (2019). Response art in art therapy: Historical and contemporary overview. Art Therapy, 36 (3), 122–132. https://doi.org/10.1080/07421656.2019.1648915

Freire, P. (1973). Education for critical consciousness (Vol. 1). Bloomsbury Publishing.

Fridin, M. (2014). Storytelling by a kindergarten social assistive robot: A tool for constructive learning in preschool education. Computers & Education, 70 , 53–64. https://doi.org/10.1016/j.compedu.2013.07.043

Fu, Q. K., Lin, C. J., Hwang, G. J., & Zhang, L. (2019). Impacts of a mind mapping-based contextual gaming approach on EFL students’ writing performance, learning perceptions and generative uses in an English course. Computers & Education, 137 , 59–77. https://doi.org/10.1016/j.compedu.2019.04.005

Gerecke, U., & Wagner, B. (2007). The challenges and benefits of using robots in higher education. Intelligent Automation & Soft Computing, 13 (1), 29–43. https://doi.org/10.1080/10798587.2007.10642948

Glaser, B. G., & Strauss, A. L. (1967). The discovery of grounded theory: Strategies for qualitative research . Routledge.

Goldstain, O. H., Ben-Gal, I., & Bukchin, Y. (2011). Evaluation of telerobotic interface components for teaching robot operation. IEEE Transactions on Learning Technologies, 4 (4), 365–376. https://doi.org/10.1109/TLT.2011.19

Goldston, M. J., Day, J. B., Sundberg, C., & Dantzler, J. (2010). Psychometric analysis of a 5E learning cycle lesson plan assessment instrument. International Journal of Science and Mathematics Education, 8 (4), 633–648. https://doi.org/10.1007/s10763-009-9178-7

Hardiman, M. M., JohnBull, R. M., Carran, D. T., & Shelton, A. (2019). The effects of arts-integrated instruction on memory for science content. Trends in Neuroscience and Education, 14 , 25–32. https://doi.org/10.1016/j.tine.2019.02.002

Hayadi, B. H., Bastian, A., Rukun, K., Jalius, N., Lizar, Y., & Guci, A. (2018). Expert system in the application of learning models with forward chaining method. International Journal of Engineering Technology, 7 (2.29), 845–848.

Heyvaert, M., Maes, B., & Onghena, P. (2013). Mixed methods research synthesis: Definition, framework, and potential. Quality & Quantity, 47 , 659–676.

Hidayati, N., Zubaidah, S., Suarsini, E., & Praherdhiono, H. (2019). Examining the relationship between creativity and critical thinking through integrated problem-based learning and digital mind maps. Universal Journal of Education Research , 7 (9A), 171–179. https://doi.org/10.13189/ujer.2019.071620

Ho, T. K. L., & Lin, H. S. (2015). A web-based painting tool for enhancing student attitudes toward learning art creation. Computers & Education, 89 , 32–41. https://doi.org/10.1016/j.compedu.2015.08.015

Howitt, C. (2009). 3-D mind maps: Placing young children in the centre of their own learning. Teaching Science: The Journal of the Australian Science Teachers Association , 55 (2).

Hölling, H. (2016). The aesthetics of change: on the relative durations of the impermanent and critical thinking in conservation. Authenticity in Transition: Changing Practices in Art Making and Conservation, 13–24.

Hsu, T. C., & Chen, M. S. (2022). The engagement of students when learning to use a personal audio classifier to control robot cars in a computational thinking board game. Research and Practice in Technology Enhanced Learning, 17 (1), 1–17. https://doi.org/10.1186/s41039-022-00202-1

Article   MathSciNet   Google Scholar  

Huang, Z. M. (2021). Exploring imagination as a methodological source of knowledge: Painting students’ intercultural experience at a UK university. International Journal of Research & Method in Education, 44 (4), 366–378. https://doi.org/10.1080/1743727X.2020.1796958

Hutson, J., & Olsen, T. (2022). Virtual reality and art history: A case study of digital humanities and immersive learning environments. Journal of Higher Education Theory and Practice, 22 (2).

Hwang, G. J., Yang, T. C., Tsai, C. C., & Yang, S. J. H. (2009). A context-aware ubiquitous learning environment for conducting complex science experiments. Computers & Education, 53 (2), 402–413. https://doi.org/10.1016/j.compedu.2009.02.016

Hwang, G. J., Lee, H. Y., & Chen, C. H. (2019). Lessons learned from integrating concept mapping and gaming approaches into learning scenarios using mobile devices: Analysis of an activity for a geology course. International Journal of Mobile Learning and Organisation, 13 (3), 286–308.

Ishiguro, C., & Okada, T. (2022). How can inspiration be encouraged in art learning? Arts-based methods in education around the world (pp. 205–230). River.

Jung, S. E., & Won, E. S. (2018). Systematic review of research trends in robotics education for young children. Sustainability, 10 (4), 905. https://doi.org/10.3390/su10040905

Kalaitzidou, M., & Pachidis, T. P. (2023). Recent robots in STEAM Education. Education Sciences, 13 (3), 272. https://doi.org/10.3390/educsci13030272

Kokotovich, V. (2008). Problem analysis and thinking tools: an empirical study of non-hierarchical mind mapping. Design studies, 29 (1), 49–69. https://doi.org/10.1016/j.destud.2007.09.001

Kanda, T., Hirano, T., Eaton, D., & Ishiguro, H. (2004). Interactive robots as social partners and peer tutors for children: A field trial. Human–Computer Interaction, 19 (1–2), 61–84.

Köhler, C., Hartig, J., & Naumann, A. (2021). Detecting instruction effects-deciding between covariance analytical and change-score approach. Educational Psychology Review, 33 , 1191–1211. https://doi.org/10.1007/s10648-020-09590-6

Kotcherlakota, S., Zimmerman, L., & Berger, A. M. (2013). Developing scholarly thinking using mind maps in graduate nursing education. Nurse educator , 27 (6), 252–255. https://doi.org/10.1097/01.NNE.0000435264.15495.51

Konijn , E. A., & Hoorn, J. F. (2020). Robot tutor and pupils’ educational ability: Teaching the times tables. Computers & Education , 157 , 103970. https://doi.org/10.1016/j.compedu.2020.103970

Kuo, Y. T., Garcia Bravo, E., Whittinghill, D. M., & Kuo, Y. C. (2023). Walking into a modern painting: The impacts of using virtual reality on student learning performance and experiences in art appreciation. International Journal of Human–Computer Interaction, 1–22. https://doi.org/10.1080/10447318.2023.2278929

Lai, C. L., & Hwang, G. J. (2014). Effects of mobile learning time on students’ conception of collaboration, communication, complex problem-solving, meta-cognitive awareness and creativity. International Journal of Mobile Learning and Organisation, 8 (3), 276–291. https://doi.org/10.1504/IJMLO.2014.067029

Lai, C. L., & Hwang, G. J. (2015). An interactive peer-assessment criteria development approach to improving students’ art design performance using handheld devices. Computers & Education, 85 , 149–159. https://doi.org/10.1016/j.compedu.2015.02.011

Lee, C. S., Wang, M. H., Kuan, W. K., Huang, S. H., Tsai, Y. L., Ciou, Z. H., Yang, C. K., & Kubota, N. (2021). BCI-based hit-loop agent for human and AI robot co-learning with AIoT application. Journal of Ambient Intelligence and Humanized Computing, 1–25. https://doi.org/10.1007/s12652-021-03487-0

Liang, J. C., & Hwang, G. J. (2023). A robot-based digital storytelling approach to enhancing EFL learners’ multimodal storytelling ability and narrative engagement. Computers & Education, 201 , 104827. https://doi.org/10.1016/j.compedu.2023.104827

Lin, C. J., Hwang, G. J., Fu, Q. K., & Chen, J. F. (2018). A flipped contextual game-based learning approach to enhancing EFL students’ English business writing performance and reflective behaviors. Journal of Educational Technology & Society, 21 (3), 117–131.

Lin, H. C., Hwang, G. J., & Hsu, Y. D. (2019). Effects of ASQ-based flipped learning on nurse practitioner learners’ nursing skills, learning achievement and learning perceptions. Computers & Education, 139 , 207–221. https://doi.org/10.1016/j.compedu.2019.05.014

Liu, H., Sheng, J., & Zhao, L. (2022). Innovation of teaching tools during robot programming learning to promote middle school students’ critical thinking. Sustainability, 14 (11), 6625. https://doi.org/10.3390/su14116625

Malycha, C. P., & Maier, G. W. (2017). Enhancing creativity on different complexity levels by eliciting mental models. Psychology of Aesthetics Creativity and the Arts, 11 (2), 187. https://doi.org/10.1037/aca0000080

Mernick, A. (2021). Critical arts pedagogy: Nurturing critical consciousness and self-actualization through art education. Art Education, 74 (5), 19–24. https://doi.org/10.1080/00043125.2021.1928468

Meyer, T. (2017). Next art education: Eight theses future art educators should think about. International Journal of Education through Art, 13 (3), 369–384. https://doi.org/10.1386/eta.13.3.369_1

Mijwil, M. M., Aggarwal, K., Mutar, D. S., Mansour, N., & Singh, R. (2022). The position of artificial intelligence in the future of education: an overview. Journal of Applied Sciences, 10 (2).

Miles, M. B., Huberman, A. M., & Saldaña, J. (2013). Qualitative data analysis: A methods sourcebook (3rd ed.). SAGE Publications, Inc.

Moraiti, I., Fotoglou, A., & Drigas, A. (2022). Coding with block programming languages in educational robotics and mobiles, improve problem solving, creativity & critical thinking skills. International Journal of Interactive Mobile Technologies , 16 (20). https://doi.org/10.3991/ijim.v16i20.34247

 Mubin, O., Stevens, C. J., Shahid, S., Al Mahmud, A., & Dong, J. J. (2013). A review of the applicability of robots in education. Journal of Technology in Education and Learning , 1 (209 – 0015), 13. https://doi.org/10.2316/Journal.209.2013.1.209-0015

Nurkhin, A., & Pramusinto, H. (2020). Problem-based learning strategy: Its impact on students’ critical and creative thinking skills. European Journal of Educational Research, 9 (3), 1141–1150.

O’Connell, R. M. (2014). Mind mapping for critical thinking. In Cases on teaching critical thinking through visual representation strategies , 354–386. https://doi.org/10.4018/978-1-4666-5816-5.ch014

Oreck, B. (2004). The artistic and professional development of teachers: A study of teachers’ attitudes toward and use of the arts in teaching. Journal of Teacher Education, 55 (1), 55–69. https://doi.org/10.1177/0022487103260072

Otukile-Mongwaketse, M. (2018). Teacher centered approaches: Their implications for today’s inclusive classrooms. International Journal of Psychoogy and Counseling, 10 (2), 11–21. https://doi.org/10.5897/IJPC2016.0393

Park, Y. S. (2023). Creative and critical entanglements with AI in Art Education. Studies in Art Education, 64 (4), 406–425. https://doi.org/10.1080/00393541.2023.2255084

Patton, R. M., & Buffington, M. L. (2016). Keeping up with our students: The evolution of technology and standards in art education. Arts Education Policy Review, 117 (3), 1–9. https://doi.org/10.1080/10632913.2014.944961

Ramdani, A., Jufri, A. W., Gunawan, G., Fahrurrozi, M., & Yustiqvar, M. (2021). Analysis of students’ critical thinking skills in terms of gender using Science Teaching materials based on the 5E learning cycle Integrated with local Wisdom. Jurnal Pendidikan IPA Indonesia, 10 (2), 187–199. https://doi.org/10.15294/jpii.v10i2.29956

Rim, H., Choi, I., & Noh, S. (2014). A study on the application of robotic programming to promote logical and critical thinking in mathematics education. The Mathematical Education, 53 (3), 413–434. https://doi.org/10.7468/mathedu.2014.53.3.413

Ryu, H. J., Kwak, S. S., & KIM, M. S. (2008). Design factors for external form of robots as elementary school teaching assistants. Bulletin of Japanese Society for the Science of Design, 54 (6), 39–48. https://doi.org/10.11247/jssdj.54.39_3

Sajnani, N., Mayor, C., & Tillberg-Webb, H. (2020). Aesthetic presence: The role of the arts in the education of creative arts therapists in the classroom and online. The Arts in Psychotherapy, 69 , 101. https://doi.org/10.1016/j.aip.2020.101668

Sari, R., Sumarmi, S., Astina, I., Utomo, D., & Ridhwan, R. (2021). Increasing students critical thinking skills and learning motivation using inquiry mind map. International Journal of Emerging Technologies in Learning (iJET), 16 (3), 4–19. https://doi.org/10.3991/ijet.v16i03.16515

Saunders, G., & Klemming, F. (2003). Integrating technology into a traditional learning environment: Reasons for and risks of success. Active Learning in Higher Education, 4 (1), 74–86. https://doi.org/10.1177/1469787403004001006

Setiawan, I. W. P., Suartama, I. K., & Putri, D. A. W. M. (2017). Pengaruh Model Pembelajaran Learning Cycle 5e Berbantuan Mind Mapping Terhadap Hasil Belajar Matematika. Mimbar PGSD Undiksha, 5 (2). https://doi.org/10.23887/jjpgsd.v5i2.10841

Štuikys, V., & Burbaitė, R. (2018). Smart devices and educational robotics as technology for STEM knowledge. Springer , 57–67. https://doi.org/10.1007/978-3-319-78485-4_3

Sun, M., Wang, M., & Wegerif, R. (2019). Using computer-based cognitive mapping to improve students’ divergent thinking for creativity development. British Journal of Educational Technology, 50 (5), 2217–2233. https://doi.org/10.1111/bjet.12825

Sun, Q., Lu, Z., & Ren, X. (2023). The influence of humanities on art and design learning performance: An empirical study. International Journal of Art & Design Education . https://doi.org/10.1111/jade.12474

Ulger, K. (2018). The effect of problem-based learning on the creative thinking and critical thinking disposition of students in visual arts education. Interdisciplinary Journal of Problem-Based Learning, 12 (1).

Usengül, L., & Bahçeci, F. (2020). The Effect of LEGO WeDo 2.0 education on academic achievement and attitudes and computational thinking skills of Learners toward Science. World Journal of Education, 10 (4), 83–93. https://doi.org/10.5430/wje.v10n4p83

Utami, D., & Subali, B. (2019, October). The effectiveness of 5E learning cycle accompanied by mind mapping on creative thinking. In Proceeding of the 2nd International Conference Education Culture and Technology, ICONECT 2019, 20–21 August 2019, Kudus, Indonesia .

Van den Berghe, R., Verhagen, J., Oudgenoeg-Paz, O., Van der Ven, S., & Leseman, P. (2019). Social robots for language learning: A review. Review of Educational Research, 89 (2), 259–295. https://doi.org/10.3102/0034654318821286

Ververi, C., Koufou, T., Moutzouris, A., & Andreou, L. V. (2020, April 20–21). Introducing robotics to an English for academic purposes curriculum in higher education: The student experience . In 2020 IEEE Global Engineering Education Conference (EDUCON), Porto, Portugal.

Walia, D. N. (2012). Traditional teaching methods vs. CLT: A study. Frontiers of Language and Teaching, 3 (1), 125–131.

Westlund, J. K., & Breazeal, C. (2015, March 65–66). The interplay of robot language level with children’s language learning during storytelling. In Proceedings of the tenth annual ACM/IEEE international conference on human-robot interaction extended abstracts, New York, United States.

Woolf, B., Burleson, W., Arroyo, I., Dragon, T., Cooper, D., & Picard, R. (2009). Affect-aware tutors: Recognising and responding to student affect. International Journal of Learning Technology, 4 (3–4), 129–164. https://doi.org/10.1504/IJLT.2009.028804

Wu, H. Z., & Wu, Q. T. (2020). Impact of mind mapping on the critical thinking ability of clinical nursing students and teaching application. Journal of International Medical Research, 48 (3). https://doi.org/10.1177/0300060519893225

Wu, W. L., Hsu, Y., Yang, Q. F., Chen, J. J., & Jong, M. S. Y. (2021). Effects of the self-regulated strategy within the context of spherical video-based virtual reality on students’ learning performances in an art history class. Interactive Learning Environments, 1–24. https://doi.org/10.1080/10494820.2021.1878231

Yang, J., & Zhang, B. (2019). Artificial intelligence in intelligent tutoring robots: A systematic review and design guidelines. Applied Sciences , 9 (10), 2078. https://doi.org/10.3390/app9102078

Yang, Q. F., Lian, L. W., & Zhao, J. H. (2023). Developing a gamified artificial intelligence educational robot to promote learning effectiveness and behavior in laboratory safety courses for undergraduate students. International Journal of Educational Technology in Higher Education, 20 (1), 18. https://doi.org/10.1186/s41239-023-00391-9

Yu, F. Y., & Liu, Y. H. (2005). Potential values of incorporating a multiple-choice question construction in physics experimentation instruction. International Journal of Science Education, 27 (11), 1319–1335. https://doi.org/10.1080/09500690500102854

Yuliyanto, A., Basit, R. A., Muqodas, I., Wulandari, H., & Mifta, D. (2020). Alternative learning of the future based on Verbal-Linguistic, and visual-spatial intelligence through Youtube-based mind map when Pandemic Covid-19. Jurnal JPSD (Jurnal Pendidikan Sekolah Dasar), 7 (2), 132–141. https://doi.org/10.12928/jpsd.v7i2.16925

Zampetakis, L. A., Tsironis, L., & Moustakis, V. (2007). Creativity development in engineering education: The case of mind mapping. Journal of Management Development, 26 (4), 370–380. https://doi.org/10.1108/02621710710740110

Zhang, X., Chen, Y., Li, D., Hu, L., Hwang, G. J., & Tu, Y. F. (2023). Engaging young students in effective robotics education: an embodied learning-based computer programming approach. Journal of Educational Computing Research, 62 (2), 532–558. https://doi.org/10.1177/07356331231213548

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This study is supported in part by the National Science and Technology Council of Taiwan under contract numbers NSTC 112-2410-H-011-012-MY3 and MOST 111-2410-H-011 -007 -MY3. The study is also supported by the “Empower Vocational Education Research Center” of National Taiwan University of Science and Technology (NTUST) from the Featured Areas Research Center Program within the framework of the Higher Education Sprout Project by the Ministry of Education (MOE) in Taiwan.

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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Min-Chi Chiu. Project administration were performed by Gwo-Jen Hwang and Min-Chi Chiu. Methodology and supervision were performed Gwo-Jen Hwang and Min-Chi Chiu. The first draft of the manuscript was written by Min-Chi Chiu. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.

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Chiu, MC., Hwang, GJ. Enhancing students’ critical thinking and creative thinking: An integrated mind mapping and robot-based learning approach. Educ Inf Technol (2024). https://doi.org/10.1007/s10639-024-12752-6

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COMMENTS

  1. Issue 5 May 2016 The Mind Map as a Tool for Critical Thinking ...

    consultant Tony Buzan (1974), who compared the mind map with the map of a city: The centre of your Mind Map is like the centre of the city. It represents your most important idea. The main roads leading from the centre represent the main thoughts in your thinking process; the secondary roads represent your secondary thoughts, and so on.

  2. Visual Mapping to Enhance Learning and Critical Thinking Skills

    Critical Thinking Skills . Héctor C. Santiago, OD, PhD, FAAO. Abstract. Visual mapping allows the learner to explicitly explore, analyze, synthesize and . share ideas.This paper reviews mapping tools suited for brainstorming and pic-turing the thinking process (mind mapping), exploring the structure of knowl-

  3. Mind Mapping for Critical Thinking - ResearchGate

    It can be said that mind mapping is a useful strategy that facilitates the development of critical thinking skills and critical listening (Tsirkunova, 2013 &O'Connell, 2014. It is an effective ...

  4. Enhancing students’ critical thinking and creative thinking ...

    Mind mapping can cultivate students’ thinking ability and imagination, as well as enhance their creative thinking tendency and critical thinking. They are able to observe and accumulate design experience, discover new design elements from their daily lives, and integrate them to complete the first draft of a design (Dong et al., 2021 ...

  5. Mind Mapping for Critical Thinking: Boost Analytical Skills ...

    Mind mapping is an effective tool for improving critical thinking. Developed by Tony Buzan in the 1960s, mind mapping helps organize thoughts visually, making complex ideas easier to understand. By representing information in a structured format, mind mapping allows individuals to break down and analyze topics more effectively.

  6. Enhancing students’ critical thinking and creative thinking ...

    2.2 Mind mapping Mind mapping was rstly proposed by Tony Buzan in 1970 (Kokotovich, 2008; Sun et al., 2019); it is considered an eective teaching tool (Howitt, 2009). Scholars have indicated that mind mapping can be a useful learning tool since it is an eective way to help learners organize what they have learned in an easy-to-implement and visu-