Evaluación de las Habilidades de Pensamiento Crítico en la Educación Técnica y Superior de la Informática: Un Mapeo Sistemático
DOI:
https://doi.org/10.5753/rbie.2025.5321Keywords:
Pensamiento Crítico, Evaluación, Educación en Informática, Educación Superior, Educación Técnica, Mapeo SistemáticoAbstract
El pensamiento crítico es una habilidad esencial del siglo XXI y particularmente crucial para los profesionales de la informática, quienes necesitan constantemente resolver problemas complejos y tomar decisiones fundamentadas en un escenario tecnológico en rápida evolución. Este estudio presenta un mapeo sistemático de la literatura sobre la evaluación del pensamiento crítico en la educación técnica y superior en informática. Se analizaron 12 artículos publicados entre 2013 y 2024, identificando tendencias y brechas en esta área. Los resultados indican un predominio de estudios en países asiáticos, con enfoque en la educación superior, especialmente para estudiantes ingresantes de cursos de Ciencias de la Computación e Ingeniería. La mayoría de los estudios utilizan autoevaluación e instrumentos estandarizados, como la Escala de Pensamiento Computacional (CTS), para evaluar habilidades de pensamiento crítico. Las habilidades más frecuentemente evaluadas son Evaluación, Análisis, Autorregulación e Inferencia. Se observó variabilidad en la calidad y el informe de las propiedades psicométricas de los instrumentos. Este mapeo proporciona hallazgos para educadores e investigadores, destacando la necesidad de desarrollar instrumentos de evaluación más robustos y específicos para el contexto de la informática, así como realizar estudios longitudinales sobre el desarrollo del pensamiento crítico en la formación en informática.
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Ab. Wahid, N. (2022). Developing Critical Thinking Skills in Secondary School Students: The Potential for Strategic Management through Problem-Posing Instructional Strategy. International Journal of Academic Research in Progressive Education and Development, 11(3), 126-140. https://doi.org/10.6007/ijarped/v11-i3/15505 [GS Search]
ACM/IEEE-CS Joint Task Force on Computing Curricula. (2023). Computer Science Curricula 2023 (Relatório técnico). ACM Press e IEEE Computer Society Press. Disponível em: [link] [GS Search]
Adam, K., Lightfoot, R., Chowdhury, M., & Donaldson, J. P. (2023). Cultivating computational thinking through game-based learning. Em Anais da 2023 IEEE Frontiers in Education Conference (FIE) (pp. 1-4). IEEE. https://doi.org/10.1109/FIE58773.2023.10342931 [GS Search]
Ahern, A., Dominguez, C., McNally, C., O'Sullivan, J. J., & Pedrosa, D. (2019). Uma revisão de literatura sobre pensamento crítico na educação em engenharia. Studies in Higher Education, 44(5), 816–828. https://doi.org/10.1080/03075079.2019.1586325 [GS Search]
Aji, G., & Nugraheni, B. (2023). Critical thinking skills of high school and vocational school students in Indonesia: A literature review. International Journal of Education and Social Science Research, 6(3), 353–367. https://doi.org/10.37500/ijessr.2023.6328 [GS Search]
Aktoprak, A., & Hürsen, Ç. (2022). A bibliometric and content analysis of critical thinking in primary education. Thinking Skills and Creativity, 44, 101029. https://doi.org/10.1016/j.tsc.2022.101029 [GS Search]
Al-Mubaid, H., & Bettayeb, S. (2017). Intervention-based method for improving learning and critical thinking. Em Anais da 2017 Computing Conference (pp. 1232-1237). IEEE. https://doi.org/10.1109/SAI.2017.8252247. [GS Search]
Allen, J. P., Pianta, R. C., Gregory, A., Mikami, A. Y., & Lun, J. (2011). Observations of effective teacher–student interactions in secondary school classrooms: Predicting student achievement with the Classroom Assessment Scoring System—Secondary. Journal of Educational Psychology, 103(1), 1–17. https://doi.org/10.1037/a0021376. [GS Search]
Alves, N. C., Pereira, A. M., & Barbosa, E. F. (2021). Assessing product creativity in computing education: A systematic mapping study. Informatics in Education, 20(1), 1-28.https://doi.org/10.15388/infedu.2021.01. [GS Search]
Anders, P. L., Stellrecht, E. M., Davis, E. L., & McCall, W. D. Jr. (2019). A systematic review of critical thinking instruments for use in dental education. Journal of Dental Education, 83(4), 381–391. https://doi.org/10.21815/JDE.019.044 [GS Search]
Andrade, H. (2019). A critical review of research on student self-assessment. Frontiers in Education, 4, 87 https://doi.org/10.3389/feduc.2019.00087. [GS Search]
Andreucci-Annunziata, P., Mariño, R., & Martínez, D. (2023). Conceptualizations and instructional strategies on critical thinking in higher education: A systematic review of systematic reviews. Frontiers in Education, 8, 1141686. https://doi.org/10.3389/feduc.2023.1141686. [GS Search]
Antonova, S., Pletyago, T., & Ostapenko, A. (2020). Fomentando habilidades de pensamento crítico em instituições de ensino superior europeias e asiáticas. MIER Journal of Educational Studies Trends and Practices, 10(2), 138-150.
Araújo, B., Gomes, S. F., & Ribeiro, L. (2024a). Critical thinking pedagogical practices in medical education: A systematic review. Frontiers in Medicine, 11, [Artigo 1183625]. https://doi.org/10.3389/fmed.2024.1358444. [GS Search]
Araújo, L., Pessoa, M., & Pires, F. (2024b). Investigando a relação entre pensamento computacional e narrativas digitais e não digitais. In Anais do 35º Simpósio Brasileiro de Informática na Educação (SBIE) (pp. 3294-3303). Porto Alegre, RS: Sociedade Brasileira de Computação. https://doi.org/10.5753/sbie.2024.244972. [GS Search]
Baker, R., Isotani, S., & Carvalho, A. (2011). Mineração de Dados Educacionais: Oportunidades para o Brasil. Revista Brasileira de Informática na Educação, 19(2), https://doi.org/10.5753/rbie.2011.19.02.03. [GS Search]
Braun, H. I., Shavelson, R. J., Zlatkin-Troitschanskaia, O., & Borowiec, K. (2020). Performance assessment of critical thinking: Conceptualization, design, and implementation. Frontiers in Education, 5, 156. https://doi.org/10.3389/feduc.2020.00156. [GS Search]
Billah, A., Aunurrahman, A., & Sumarni, L. (2021). Analysis of critical thinking in junior high school students through science learning in Indonesia: A systematic review. Em Journal of Physics: Conference Series (Vol. 1760, No. 1, p. 012013). IOP Publishing. https://doi.org/10.1088/1742-6596/1796/1/012013. [GS Search]
Brasil. (2019). Diretrizes Curriculares Nacionais para Engenharia (DCN CNE 2/2019). Ministério da Educação. Disponível em: [link].
Cargas, S., Williams, S., & Rosenberg, M. (2017). An approach to teaching critical thinking across disciplines using performance tasks with a common rubric. Thinking Skills and Creativity, 26, 24-37. https://doi.org/10.1016/j.tsc.2017.05.005. [GS Search]
Catojo, A. R. S., & Nunes, M. A. S. N. (2024). O pensamento computacional para o desenvolvimento de aprendizagens de leitura e pensamento críticos no ensino fundamental: Um mapeamento sistemático da literatura. Revista Brasileira de Informática na Educação, 32(1), 135-156. https://doi.org/10.5753/rbie.2024.3122. [GS Search]
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. [GS Search]
Chang, S.-C., & Wongwatkit, C. (2024). Effects of a peer assessment-based scrum project learning system on computer programming’s learning motivation, collaboration, communication, critical thinking, and cognitive load. Education and Information Technologies, 29(6), 7105-7128. https://doi.org/10.1007/s10639-023-12084-x. [GS Search]
Cortázar, C., Chávez, F., Lavín, C., Llorens, D., & Mayol, E. (2021). Promoting critical thinking in an online, project-based course. Computers in Human Behavior, 119, 106705. https://doi.org/10.1016/j.chb.2021.106705. [GS Search]
Creswell, J. W., & Creswell, J. D. (2018). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (5ª ed.). SAGE Publications. [GS Search]
Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334. https://doi.org/10.1007/BF02310555. [GS Search]
Critical Thinking. (2019). Critical thinking testing and assessment. Foundation for Critical Thinking. Disponível em: [link].
Criteriacorp. (2023). Pre-employment critical thinking tests. Disponível em: [link].
Cruz, G., Carreira, R. P., & Dominguez, C. (2018). Critical thinking education in the portuguese higher education institutions: a systematic review of educational practices. Revista Lusófona de Educação. https://doi.org/10.24140/issn.1645-7250.rle38.03.[GS Search]
Cui, C., Li, Y., Geng, D., Zhang, H., & Jin, C. (2018). The effectiveness of evidence-based nursing on development of nursing students' critical thinking: A meta-analysis. Nurse Education Today, 65, 46-53. https://doi.org/10.1016/j.nedt.2018.02.036. [GS Search]
DeVellis, R. F. (2017). Scale Development: Theory and Applications (4ª ed.). SAGE Publications, Inc.
Ennis, R. H. (1985). A logical basis for measuring critical thinking skills. Educational Leadership, 43(2), 44-48. [GS Search]
Ennis, R. H., Millman, J., & Tomko, T. N. (2005). Cornell Critical Thinking Tests (3ª ed.). The Critical Thinking Co.
Facione, N., Facione, P. A., & Sanchez, C. A. (1994). Critical thinking disposition as a measure of competent clinical judgment: The development of the California Critical Thinking Disposition Inventory. The Journal of Nursing Education, 33(8), 345-350. https://doi.org/10.3928/0148-4834-19941001-05. [GS Search]
Facione, P. A. (1990). California Critical Thinking Skills Test: CCTST. California Academic Press.
Facione, P. A., & Facione, N. C. (1990). Critical Thinking: A Statement of Expert Consensus for Purposes of Educational Assessment and Instruction. ERIC, Institute of Education Sciences. [GS Search]
Facione, P. A., Facione, N. C., & Winterhalter, K. (2012). The Test of Everyday Reasoning (TER): Test Manual. California Academic Press.
Giordano, D., & Maiorana, F. (2014). Use of cutting edge educational tools for an initial programming course. Em Anais da 2014 IEEE Global Engineering Education Conference (EDUCON) (pp. 556-563). IEEE. https://doi.org/10.1109/EDUCON.2014.6826147. [GS Search]
Glorfeld, L. W. (1995). An improvement on Horn's parallel analysis methodology for selecting the correct number of factors to retain. Educational and Psychological Measurement, 55(3), 377–393.https://doi.org/10.1177/0013164495055003002. [GS Search]
Gong, D., Yang, H. H., & Cai, J. (2020). Exploring the key influencing factors on college students’ computational thinking skills through flipped-classroom instruction. International Journal of Educational Technology in Higher Education, 17(19). https://doi.org/10.1186/s41239-020-00196-0. [GS Search]
Guggemos, J., Seufert, S., & Román-González, M. (2023). Computational thinking assessment – Towards more vivid interpretations. Technology, Knowledge and Learning, 28(4), 539–568. https://doi.org/10.1007/s10758-021-09587-2. [GS Search]
Hattie, J., Timperley, H. (2007). The power of feedback. Review of Educational Research, 77(1), 81-112. [GS Search]
Huang, Y. (2019). Establishing critical thinking course for high school students in China: A literature review in pedagogy field. Em Proceedings of the 5th International Conference on Education (Vol. 5, pp. 59-66). https://doi.org/10.17501/24246700.2019.5107. [GS Search]
Huang, X., & Qiao, C. (2024). Enhancing computational thinking skills through artificial intelligence education at a STEAM high school. Science & Education, 33, 207–225. https://doi.org/10.1007/s11191-022-00392-6. [GS Search]
İlić, U. (2021). The impact of Scratch-assisted instruction on computational thinking (CT) skills of pre-service teachers. International Journal of Research in Education and Science, 7(2), 377-392. https://doi.org/10.46328/ijres.1412. [GS Search]
Insight Assessment. (2023). Critical thinking assessments for higher education. Disponível em: [link].
Instituto Ayrton Senna. (2024). Site Oficial. Disponível em: [link].
Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. https://doi.org/10.1007/BF02289343. [GS Search]
Kaiser, H. F., & Rice, J. (1974). Little Jiffy, Mark IV. Educational and Psychological Measurement, 34(1), 111-117. https://doi.org/10.1177/001316447403400115. [GS Search]
Kalelioglu, F., Gulbahar, Y., & Kukul, V. (2016). A framework for computational thinking based on a systematic research review. Baltic Journal of Modern Computing, 4(3), 583-596. Disponível em: [link]
Kaur, A., & Chahal, K. K. (2023). Exploring personality and learning motivation influences on students’ computational thinking skills in introductory programming courses. Journal of Science Education and Technology, 32(5), 778–792. https://doi.org/10.1007/s10956-023-10052-1. [GS Search]
Kautzmann, T. (2015). Um Modelo de Agente Pedagógico para o Treinamento Adaptativo da Habilidade Metacognitiva de Monitoramento do Conhecimento em Sistemas Tutores Inteligentes (Dissertação de Mestrado). Universidade do Vale do Rio dos Sinos, Programa de Pós-Graduação em Computação Aplicada. [GS Search]
Kleemola, K., Hyytinen, H., & Toom, A. (2022). Exploring internal structure of a performance-based critical thinking assessment for new students in higher education. Assessment & Evaluation in Higher Education, 47(4), 556-569. https://doi.org/10.1080/02602938.2021.1935081. [GS Search]
Korkmaz, Ö., Çakir, R., & Özden, M. Y. (2017). A validity and reliability study of the Computational Thinking Scales (CTS). Computers in Human Behavior, 72, 558-569. https://doi.org/10.1016/j.chb.2017.01.005. [GS Search]
Korkmaz, Ö., Çakır, R., & Özden, M. Y. (2015). Computational thinking levels scale (CTLS) adaptation for secondary school level. Gazi Journal of Educational Science, 1(2), 143–162.
Lee, H., Feldman, A., & Beatty, R. (2020). The effectiveness and features of formative assessment in US K-12 education: A systematic review. Applied Measurement in Education, 33(2), 124-140.https://doi.org/10.1080/08957347.2020.1732383. [GS Search]
Lin, P.-H., & Chen, S.-Y. (2020). Design and evaluation of a deep learning recommendation based augmented reality system for teaching programming and computational thinking. IEEE Access, 8, 45689-45699. https://doi.org/10.1109/ACCESS.2020.2977679. [GS Search]
Liu, D., & Zhang, H. (2022). Improving students’ higher order thinking skills and achievement using WeChat-based flipped classroom in higher education. Education and Information Technologies, 27(6), 7281–7302. https://doi.org/10.1007/s10639-022-10. [GS Search]
Liu, J. L., McBride, R. E., Xiang, P., & Scarmardo-Rhodes, M. (2018). Physical education pre-service teachers’ understanding, application, and development of critical thinking. Quest, 70(1), 23-38. https://doi.org/10.1080/00336297.2017.1325205. [GS Search]
Liu, O. L., Liu, H., Lee, S., & May, S. K. (2018). Assessing college critical thinking: Preliminary results from the Chinese HEIghten® Critical Thinking assessment. Higher Education Research and Development, 37(5), 999–1014. https://doi.org/10.1080/07294360.2018.1467381. [GS Search]
Lorencová, H., Jarošová, E., Avgitidou, S., & Dimitriadou, C. (2019). Critical thinking practices in teacher education programmes: a systematic review. Studies in Higher Education, 44(5), 844–859.https://doi.org/10.1080/03075079.2019.1586331. [GS Search]
Luo, J., Jeon, M., & Shen, H. (2024). Chinese university students’ growth in critical thinking: Accounting for school transition and selection effects. Chinese/English Journal of Educational Measurement and Evaluation, 5(1), Artigo 3. [GS Search]
Ma, L., & Feng, Q. (2022). A capacidade de pensamento crítico dos alunos de graduação e o impacto das práticas educacionais de alto impacto — um estudo empírico baseado em uma universidade de “dupla primeira classe”. China Higher Education Research, 5, 72–79. https://doi.org/10.16298/j.cnki.1004-3667.2022.05.12. [GS Search]
Mäkiö, E., & Mäkiö, J. (2023). The task-based approach to teaching critical thinking for computer science students. Education Sciences, 13(7), 742. https://doi.org/10.3390/educsci13070742. [GS Search]
Marquès Puig, J. M., Daradoumis, T., Arguedas, M., & Calvet Liñán, L. (2021). Using a distributed systems laboratory to facilitate students' cognitive, metacognitive and critical thinking strategy use. Journal of Computer Assisted Learning, 37(6), 1426-1437. https://doi.org/10.1111/jcal.12605. [GS Search]
Martins, R. M., et al. (2024). Machine learning for all!—Introducing machine learning in middle and high school. International Journal of Artificial Intelligence in Education, 34, 185-223. https://doi.org/10.1007/s40593-022-00295-4[GS Search]
Mason, R. (2012). Designing introductory programming courses: the role of cognitive load (Tese de doutorado). Southern Cross University, Lismore, AU. [GS Search]
McDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates, Inc. [GS Search]
McKinsey & Company. (2024). What are Industry 4.0, the Fourth Industrial Revolution, and 4IR? Disponível em: [link].
Morrison, G. R., Ross, S. M., Morrison, J. R., & Kalman, H. K. (2019). Designing Effective Instruction (8ª ed.). Wiley.
Moskal, B. M., & Leydens, J. A. (2000). Scoring rubric development: Validity and reliability. Practical Assessment, Research & Evaluation, 7(10). Disponível em: [link] . [GS Search]
Ng, A. K., Atmosukarto, I., Lee Teo, J. K., & Amran, A. B. (2023). Instilling computational thinking in undergraduate students across multiple disciplines through an adaptive gamified e-learning platform. Em Anais da 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering (TALE) (pp. 1-7). IEEE. https://doi.org/10.1109/TALE56641.2023.10398325 [GS Search]
O'Reilly, C., Devitt, A., & Hayes, N. (2022). Critical thinking in the preschool classroom: A systematic literature review. Thinking Skills and Creativity, 46, 101110. https://doi.org/10.1016/j.tsc.2022.101110[GS Search]
OECD. (2024). Hague, C. Fostering Higher-Order Thinking Skills Online in Higher Education: A Scoping Review (OECD Education Working Papers, No. 306). OECD Publishing. https://doi.org/10.1787/abcd1234-en [GS Search]
OECD. (2023). Bouckaert, M. The Assessment of Students’ Creative and Critical Thinking Skills in Higher Education across OECD Countries: A Review of Policies and Related Practices (OECD Education Working Papers, No. 293). OECD Publishing. https://doi.org/10.1787/ae3013d9-en [GS Search]
Partnership for 21st Century Learning. (2019). P21 Framework Definitions. Disponível em: [link].
Paul, R., & Elder, L. (2019). The Miniature Guide to Critical Thinking Concepts and Tools. Lanham: Rowman & Littlefield Publishers. Disponível em: [link]. [GS Search]
Payan-Carreira, R., Cruz, G., Papathanasiou, I. V., Fradelos, E., & Jiang, L. (2019). The effectiveness of critical thinking instructional strategies in health professions education: a systematic review. Studies in Higher Education, 44(5), 829–843. https://doi.org/10.1080/03075079.2019.1586330[GS Search]
Pedrosa-de-Jesus, H., & Guerra, C. (2018). Teachers’ written formative feedback on students’ critical thinking: A case study. Journal of Education, 9(1), 23–35. [GS Search]
Petersen, K., Vakkalanka, S., & Kuzniarz, L. (2015). Guidelines for conducting systematic mapping studies in software engineering: An update. Information and Software Technology, 64, 1-18. https://doi.org/10.1016/j.infsof.2015.03.007 [GS Search]
Petersen, K., Feldt, R., Mujtaba, S., & Mattsson, M. (2008). Systematic mapping studies in software engineering. Em Proceedings of the 12th International Conference on Evaluation and Assessment in Software Engineering (pp. 1-10). https://dl.acm.org/doi/10.5555/2227115.2227123 [GS Search]
Piasecki, J., Waligora, M., & Dranseika, V. (2018). Google search as an additional source in systematic reviews. Science and Engineering Ethics, 24(2), 809-810..https://doi.org/10.1007/s11948-017-9911-0 [GS Search]
Pintrich, P. R., & De Groot, E. V. (1991). Motivated Strategies for Learning Questionnaire (MSLQ) [Database record]. APA PsycTests. https://doi.org/10.1037/t09161-000
Puig, B., Blanco-Anaya, P., Bargiela, I. M., & Crujeiras-Pérez, B. (2019). A systematic review on critical thinking intervention studies in higher education across professional fields. Studies in Higher Education, 44(5), 860–869. https://doi.org/10.1080/03075079.2019.1586333 [GS Search]
Rao, T. S. S., & Bhagat, K. K. (2024). Computational thinking for the digital age: a systematic review of tools, pedagogical strategies, and assessment practices. Educational Technology Research and Development, 72, 1893–1924. https://doi.org/10.1007/s11423-024-10364-y[GS Search]
Rauber, M. F., & von Wangenheim, C. G. (2023). Assessing the Learning of Machine Learning in K-12: A Ten-Year Systematic Mapping. Informatics in Education, 22(2).https://doi.org/10.15388/infedu.2023.10 [GS Search]
Ren, X., & Jia, Y. (2023). A situação atual, eficácia e fatores de influência do ensino do pensamento crítico em faculdades e universidades na China: uma meta-análise baseada em 20 anos de pesquisa sobre o ensino do pensamento crítico em faculdades e universidades de todo o país. Pesquisa em Ensino Superior na China, 10, 64–76.
República da Turquia. (2019). Turkey's Education Vision 2023. Disponível em: [link].
Rivas, S. F., Franco, A., Vieira, R. M., Almeida, L. S., & Saiz, C. (2023). Assessing higher education students' critical thinking with the PENCRISAL test - Portuguese short version: A psychometric study. Frontiers in Psychology, 14, 1196794. https://doi.org/10.3389/fpsyg.2023.1196794 [GS Search]
Shavelson, R. J., Zlatkin-Troitschanskaia, O., Beck, K., Schmidt, S., & Marino, J. P. (2019). Assessment of university students’ critical thinking: Next-generation performance assessment. International Journal of Testing, 19(4), 337-362. https://doi.org/10.1080/15305058.2018.1543309 [GS Search]
Snedecor, G. W., Cochran, W. G., & Cox, G. M. (1989). Statistical Methods (8ª ed.). Iowa State University Press.
Soland, J., Hamilton, L. S., & Stecher, B. M. (2013). Measuring 21st Century Competencies: Guidance for Educators. RAND Corporation. Disponível em: [link].
Song, D., Hong, H., & Oh, E. Y. (2021). Applying computational analysis of novice learners' computer programming patterns to reveal self-regulated learning, computational thinking, and learning performance. Computers in Human Behavior, 120, 106746. https://doi.org/10.1016/j.chb.2021.106746[GS Search]
Tang, X., Yin, Y., Lin, Q., Hadad, R., & Zhai, X. (2020). Assessing computational thinking: A systematic review of empirical studies. Computers & Education, 148, 103798. https://doi.org/10.1016/j.compedu.2019.103798 [GS Search]
Taylor, S. N. (2014). Student Self-Assessment and Multisource Feedback Assessment: Exploring Benefits, Limitations, and Remedies. Journal of Management Education, 38(3), 359-383. https://doi.org/10.1177/1052562913504104[GS Search]
Toker, S., & Baturay, M. H. (2022). Developing disposition to critical thinking and problem-solving perception in instructional design projects for producing digital materials. International Journal of Technology and Design Education, 32(3), 1267-1292. https://doi.org/10.1007/s10798-020-09646-2[GS Search]
UNICEF. (2023a). National AI Strategies and Children. Disponível em: [link].
UNICEF. (2023b). Artificial Intelligence Chatbots. Disponível em: [link].
Varela, C., Rebollar, C., Garcia, O., Bravo, E., & Bilbao, J. (2024). Skills in computational thinking of engineering students of the first school year. arXiv preprint arXiv:2402.04340. https://doi.org/10.48550/arXiv.2402.04340 [GS Search]
Vincent-Lancrin, S., et al. (2019). Fostering Students' Creativity and Critical Thinking: What It Means in School. OECD Publishing. https://doi.org/10.1787/62212c37-en [GS Search]
Vuorikari, R., Kluzer, S., & Punie, Y. (2022). DigComp 2.2: The Digital Competence Framework for Citizens - With New Examples of Knowledge, Skills and Attitudes. Luxembourg: Publications Office of the European Union. https://doi.org/10.2760/490274. [GS Search]
Walden, J., Doyle, M., Garns, R., & Hart, Z. (2013). An informatics perspective on computational thinking. Em Anais da 18th ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE '13) (pp. 4-9). ACM. https://doi.org/10.1145/2462476.2483797 [GS Search]
Wen, M. N. Y., & Aziz, A. A. (2022). The use of Quizizz as an online teaching and learning assessment tool in an ESL classroom: A systematic literature review. International Journal of Academic Research in Progressive Education and Development, 11(1), 167-179. https://doi.org/10.6007/IJARPED/v11-i1/11445 [GS Search]
Yeh, Y. C. (2003). Critical Thinking Test-Level I (CTT-I). Taipei: Psychological Publishing.
Zuriguel Pérez, E., Lluch Canut, M. T., Falcó Pegueroles, A., Puig Llobet, M., Moreno Arroyo, C., & Roldan Merino, J. F. (2015). Critical thinking in nursing: Scoping review of the literature. International Journal of Nursing Practice, 21(6), 820-830. https://doi.org/10.1111/ijn.12347[GS Search]
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