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Assessment of Computational Thinking Skills: A Systematic Review of the Literature

  • Rene Fabián Zúñiga Muñoz [1] ; Julio Ariel Hurtado Alegría [1] Árbol académico ; Gregorio Robles [2] Árbol académico
    1. [1] Universidad del Cauca

      Universidad del Cauca

      Colombia

    2. [2] Escuela Superior de Ingeniería de Telecomunicación, University Rey Juan Carlos, Madrid, Spain
  • Localización: Revista Iberoamericana de Tecnologías del Aprendizaje: IEEE-RITA, ISSN 1932-8540, Vol. 18, Nº. 4, 2023, págs. 319-330
  • Idioma: inglés
  • DOI: 10.1109/RITA.2023.3323762
  • Texto completo no disponible (Saber más ...)
  • Resumen
    • Context In many countries, it is now important to integrate learning-oriented views to foster computational thinking (CT) in the classroom. This has inspired ideas for new lesson plans, instructional strategies, teacher guidance, and, most importantly, new approaches to grading these skills. Aim: This article presents the results of a systematic review initially focused on identifying the various ways of assessing CT in school and their relationship to relevant CT skills. Method: We conducted a systematic review of the literature to assess CT in schools. This review applied a semi-automatic search for specific terms within the selected papers. These terms came from the analysis of several established definitions of CT. Results: We present a set of the most representative competencies and concepts developed in various experiences, in which the main topic is the assessment of CT, as well as some that have not been developed and that may be the subject of future works. Conclusions: The evaluation of CT in the school requires multiple approaches; it is a challenge to have a single method or strategy to evaluate everything that CT implies.

  • Referencias bibliográficas
    • J. M. Wing, “Computational thinking,” Commun. ACM, vol. 49, no. 3, pp. 33–35, Mar. 2006, doi: 10.1145/1118178.1118215.
    • J. Moreno, G. Robles, M. Román, and J. D. Rodríguez, “No es lo mismo: Un análisis de red de texto sobre definiciones de pensamiento computacional...
    • A. Yadav, H. Hong, and C. Stephenson, “Computational thinking for all: Pedagogical approaches to embedding 21st century problem solving in...
    • S. Furber, Shut Down Or Restart?: The Way Forward for Computingin UK Schools. Royal Society, 2012.
    • P. J. Denning, “The profession of IT: Beyond computational thinking,” Commun. ACM, vol. 52, no. 6, pp. 28–30, Jun. 2009, doi: 10.1145/1516046.1516054....
    • D. Hemmendinger, “A plea for modesty,” ACM Inroads, vol. 1, no. 2, pp. 4–7, Jun. 2010, doi: 10.1145/1805724.1805725.
    • J. Krauss and K. Prottsman, Computational Thinking and Coding for Every Student: The Teacher’s Getting-Started Guide. Fargo, ND, USA: Corwin,...
    • P. Curzon and P. W. McOwan, “So what is computational thinking?” in The Power of Computational Thinking. U.K.: World Scientific, 2017, doi:...
    • M. Tissenbaum et al., “The state of the field in computational thinking assessment,” in Proc. Int. Conf. Learn. Sci. (ICLS), 2018, pp. 1304–1311....
    • D. Weintrop et al., “Defining computational thinking for mathematics and science classrooms,” J. Sci. Educ. Technol., vol. 25, no. 1, pp....
    • S. Basu, J. S. Kinnebrew, and G. Biswas, “Assessing student performance in a computational-thinking based science learning environment,”...
    • S. Grover, S. Cooper, and R. Pea, “Assessing computational learning in K-12,” in Proc. Conf. Innov. Technol. Comput. Sci. Educ., 2014, pp....
    • D. Lui, G. Jayathirtha, D. Fields, M. Shaw, and Y. Kafai, “Design considerations for capturing computational thinking practices in high school...
    • M. Tissenbaum, J. Sheldon, L. Seop, C. H. Lee, and N. Lao, “Critical computational empowerment: Engaging youth as shapers of the digital...
    • N. Pinkard, S. Erete, C. K. Martin, and M. M. de Royston, “Digital youth divas: Exploring narrative-driven curriculum to spark middle school...
    • E. Mustafaraj, M. Hoof, and B. Freisleben, “LARC: Learning to assign knowledge roles to textual cases,” in Proc. FLAIRS Conf., 2006, pp....
    • X. Tang, Y. Yin, Q. Lin, R. Hadad, and X. Zhai, “Assessing computational thinking: A systematic review of empirical studies,” Comput. Educ.,...
    • S.-Y. Choi, “Review of domestic literature based on system mapping for computational thinking assessment,” J. Korean Assoc. Comput. Educ.,...
    • D. Denyer and D. Tranfield, “Producing a systematic review,” in The Sage Handbook of Organizational Research Methods. Thousand Oaks, CA,...
    • K. Brennan and M. Resnick, “New frameworks for studying and assessing the development of computational thinking,” in Proc. Annu. Meeting...
    • S. Atmatzidou and S. Demetriadis, “Advancing students’ computational thinking skills through educational robotics: A study on age and gender...
    • L. A. Gouws, K. Bradshaw, and P. Wentworth, “Computational thinking in educational activities: An evaluation of the educational game lightbot,”...
    • J. Moreno-León, G. Robles, and M. Román-González, “Dr. Scratch: Automatic analysis of scratch projects to assess and foster computational...
    • G. Chen, J. Shen, L. Barth-Cohen, S. Jiang, X. Huang, and M. Eltoukhy, “Assessing elementary students’ computational thinking in everyday...
    • L. Werner, J. Denner, S. Campe, and D. C. Kawamoto, “The fairy performance assessment: Measuring computational thinking in middle school,”...
    • M. Bienkowski, E. Snow, D. Rutstein, and S. Grover, “Assessment design patterns for computational thinking practices in secondary computer...
    • D. E. Sondakh, “Review of computational thinking assessment in higher education,” vol. 29, May 2018, p. 2019.
    • D. Basso, I. Fronza, A. Colombi, and C. Pahl, “Improving assessment of computational thinking through a comprehensive framework,” in Proc....
    • S. Grover, M. Bienkowski, S. Basu, M. Eagle, N. Diana, and J. Stamper, “A framework for hypothesis-driven approaches to support data-driven...
    • A. Magana, C. Vieira, M. Penmetcha, and E. Matson, “Computational thinking as a practice of representation: A proposed learning and assessment...
    • A. L. S. O. de Araujo, W. L. Andrade, and D. D. S. Guerrero, “A systematic mapping study on assessing computational thinking abilities,”...
    • E. B. Öksüz and G. Çagda¸s, “An assessment method for a designerly ˘ way of computational thinking,” A/Z, ITU J. Fac. Archit., vol. 17, no....
    • B. Zhong, Q. Wang, J. Chen, and Y. Li, “An exploration of threedimensional integrated assessment for computational thinking,” J. Educ. Comput....
    • H. I. Haseski and U. ˙Ilic, “An investigation of the data collection instruments developed to measure computational thinking,” Informat....
    • R. R. Taufik, S. Mulyani, E. Susilowati, N. Y. Indriyanti, M. Ramli, and F. Nurhasanah, “Analysis of item difficulties and students’ computational...
    • H. Y. Durak and M. Saritepeci, “Analysis of the relation between computational thinking skills and various variables with the structural...
    • J. Moreno-León et al., “Analyze your Scratch projects with Dr. Scratch and assess your computational thinking skills,” in Proc. Scratch Conf.,...
    • M. G. Voskoglou, “Application of grey system theory to assessment of computational thinking skills,” Amer. J. Appl. Math. Statist., vol....
    • J. Malyn-Smith and I. Lee, “Application of the occupational analysis of computational thinking-enabled STEM professionals as a program assessment...
    • N. D. C. Alves, C. G. Von Wangenheim, and J. C. R. Hauck, “Approaches to assess computational thinking competences based on code analysis...
    • S. Grover, “Assessing algorithmic and computational thinking in K-12: Lessons from a middle school classroom,” in Emerging Research, Practice,...
    • L. Martins-Pacheco, C. von Wangenheim, and N. Alves, “Assessment of computational thinking in K-12 context: Educational practices, limits...
    • Assessing Elementary Students’ Computational Thinking in Everyday Reasoning and Robotics Programming—ScienceDirect. Accessed: Feb. 20, 2018....
    • L. Chien-Sing and J. Bo. (May 2019). Assessment of Computational Thinking (CT) in Scratch Fractal Projects: Towards CT-HCI Scaffolds for...
    • N. Bubica and I. Boljat, “Assessment of computational thinking,” in Proc. Int. Conf. Comput. Thinking Educ. (CTE), 2018, p. 201.
    • J. Bilbao, E. Bravo, O. García, C. Varela, and C. Rebollar, “Assessment of computational thinking notions in secondary school,” Baltic J....
    • K. Tsarava et al., “Cognitive correlates of computational thinking: Evaluation of a blended unplugged/plugged-in course,” in Proc. 14th Workshop...
    • J. Moreno-León, G. Robles, and M. Román-González, “Comparing computational thinking development assessment scores with software complexity...
    • M. Román-González, J. Moreno-León, and G. Robles, “Complementary tools for computational thinking assessment,” in Proc. Int. Conf. Comput....
    • D. Menon, M. Romero, and T. Viéville, “Computational thinking development and assessment through tabletop escape games,” Int. J. Serious...
    • L. Ructtinger and R. Stevens, “Computational thinking task design and assessment,” Scan, J. Educators, vol. 36, no. 1, pp. 34–41, 2017.
    • J. Bilbao, O. García, C. Rebollar, E. Bravo, and C. Varela, “Concepts characterization and competence assessment for computational thinking,”...
    • H. Bort and D. Brylow, “CS4Impact: Measuring computational thinking concepts present in CS4HS participant lesson plans,” in Proc. 44th ACM...
    • A. D. F. Pérez and G. M. Valladares, “Development and assessment of computational thinking: A methodological proposal and a support tool,”...
    • E. Wiebe, J. London, O. Aksit, B. W. Mott, K. E. Boyer, and J. C. Lester, “Development of a lean computational thinking abilities assessment...
    • A. L. S. O. Araujo, J. S. Santos, W. L. Andrade, D. D. S. Guerrero, and V. Dagiene, “Exploring computational thinking assessment in introduc-...
    • A. Cardozo, C. Gayer, S. Cavalheiro, L. Foss, A. D. Bois, and R. Reiser, “Flexible assessment in digital teaching-learning processes: Case...
    • J. C. Olabe, X. Basogain, and M. Olabe, “HelloScratchJr.org: Curricular design and assessment tools to foster the integration of ScratchJr...
    • D. E. Sondakh, K. Osman, and S. Zainudin, “Holistic assessment of computational thinking for undergraduate: Reliability and convergent validity,”...
    • A. L. S. O. Araujo, W. L. Andrade, D. D. S. Guerrero, and M. R. A. Melo, “How many abilities can we measure in computational thinking? A...
    • S. Grover et al., “Integrating STEM and computing in PK-12: Operationalizing computational thinking for STEM learning and assessment,” in...
    • D. Weintrop et al., “Interactive assessment tools for computational thinking in high school STEM classrooms,” in Intelligent Technologies...
    • A. Rojas-López and F. J. García-Peñalvo, “Interpretation of computational thinking evaluation results for enrollment prediction,” in Proc....
    • J. Montaño, C. Mondragón, H. Tobar-Muñoz, and L. Orozco, “Learning analytics on the gamified assessment of computational thinking,” in Data...
    • T. Djambong, V. Freiman, S. Gauvin, M. Paquet, and M. Chiasson, “Measurement of computational thinking in K-12 education: The need for innovative...
    • T. R. Duckett and G. A. Mentzer, “Measuring student computational thinkingin engineering and mathematics: Development and validation of a...
    • K. Brennan and M. Resnick. (2012). New Frameworks for Studying and Assessing the Development of Computational Thinking. [Online]. Available:...
    • R. Hadad, K. Thomas, M. Kachovska, and Y. Yin, “Practicing formative assessment for computational thinking in making environments,” J. Sci....
    • K. H. Koh, A. Basawapatna, H. Nickerson, and A. Repenning, “Real time assessment of computational thinking,” in Proc. IEEE Symp. Vis. Lang....
    • K.-D. Boom, M. Bower, A. Arguel, J. Siemon, and A. Scholkmann, “Relationship between computational thinking and a measure of intelligence...
    • A. R. López and F. J. García-Peñalvo, “Relationship of knowledge to learn in programming methodology and evaluation of computational thinking,”...
    • Z. Chang, Y. Sun, T.-Y. Wu, and M. Guizani, “Scratch analysis tool(SAT): A modern scratch project analysis tool based on ANTLR to assess...
    • S. Grover, R. Pea, and S. Cooper, “Systems of assessments for deeper learning of computational thinking in K-12,” in Proc. Annu. Meeting...
    • T. Djambong and V. Freiman. (2016). Task-based assessment of students’ computational thinking skills developed through visual programming...
    • M. Sherman and F. Martin, “The assessment of mobile computational thinking,” J. Comput. Sci. Colleges, vol. 30, no. 6, pp. 53–59, Jun. 2015....
    • Y. Mindetbay, C. Bokhove, and J. Woollard, “The measurement of computational thinking performance using multiple-choice questions,” in Proc....
    • S. Basu, B. Disalvo, D. Rutstein, Y. Xu, J. Roschelle, and N. Holbert, “The role of evidence centered design and participatory design in...
    • A. R. Basawapatna, A. Repenning, K. H. Koh, and H. Nickerson, “The zones of proximal flow: Guiding students through a space of computational...
    • D. Hickmott and E. Prieto-Rodriguez, “To assess or not to assess: Tensions negotiated in six years of teaching teachers about computational...
    • J. Leonard et al., “Using robotics and game design to enhance children’s self-efficacy, STEM attitudes, and computational thinking skills,”...

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