Cognitive Assessment of Knowledge Consolidation in a Course on the Diagnostic Evaluation of Learning Disorders in Psychology Students

Guadalupe Elizabeth Morales-Martinez, Yanko Norberto Mezquita-Hoyos, Maria Isolde Hedlefs-Aguilar, Miriam Sanchez-Monroy

Abstract


This study explored the cognitive changes to long-term memory as a result of academic learning in 43 Psychology undergraduate students (91% female and 9% male). The participants carried out a conceptual definition task based on the Natural Semantic Networks technique. They defined ten target concepts related to the diagnostic evaluation of learning disorders using verbs, nouns, or adjectives as definers. After, students weighed the quality of each definer through a ten-point scale. The higher the score, the greater the conceptual relationship between the definer and the target. The data of this study (the schema behavior) was subjected to a computational simulation. Finally, the participants carried out a lexical decision task based on the semantic priming paradigm, they read pairs of words that may or may not be related to the measured knowledge schema. The task was to judge whether the second word in each pair was spelled correctly or incorrectly. The results indicated an increase in the level of conceptual accessibility derived from learning. In addition, the participants accessed their knowledge schema, first through general nodes and then retrieved through the more specific nodes. The neurocomputational activation pattern suggested that learning experiences changed the meaning of concepts for each participant along the course. At the end of the course, the students seemed to reach a schematic consolidation. The diagnosis of these cognitive characteristics through the formation of academic schemas can provide learning opportunities closer to each student’s cognitive profile to increase the effectiveness of instruction.

https://doi.org/10.26803/ijlter.20.10.6


Keywords


knowledge schema; chronometric learning assessment; Natural Semantic Networks; semantic priming paradigm; psychology students

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References


Arieli-Attali, M. (2013, October 20-25). Formative assessment with cognition in mind: The cognitively based assessment of, for and as learning (CBALTM) research initiative at educational testing service [Paper presentation]. Proceeding of the 39th annual conference on Educational Assessment 2.0: Technology in Educational Assessment, Tel Aviv, Israel. https://iaea.info/conference-proceedings/39th-annual-conference-2013/?search=Formative+assessment+with+cognition+in+mind%3A+The+cognitively+based+assessment+of%2C+for+and+as+learning

Bransford, J. D., Brown, A. L., & Cocking, R. R. (Eds.). (2000). How people learn: Brain, mind, experience, and school. National Academy Press. https://www.nap.edu/catalog/9853/how-people-learn-brain-mind-experience-and-school-expanded-edition

Busselle, R. (2017). Schema theory and mental models. In P. Rossler, C. Hoffner & L Zoonen (Eds.), The international encyclopedia of media effects (pp.1-8). Wiley Online Library.

Corrigan, D., Buntting, C., Jones, A., & Gunstone, R. (2013). Valuing assessment in science education: An introductory framework. In D. Corrigan, R. Gunstone & A. Jones (Eds.), Valuing assessment in science education: Pedagogy, curriculum, policy (pp. 1-9). Springer.

Crowder, R. G. (2015). Principles of learning and memory: Classic edition. Psychology Press.

Eggen, P., & Schellenberg, S. (2010). Human memory and the new science of learning. In M. S. Khine & I. Saleh (Eds.), New science of learning: Cognition, computers and collaboration in education (pp. 79-107). Springer.

Figueroa, J. G., Gonzalez, E. G., & Solis, V. M. (1976). An approach to the problem of meaning: semantic networks. Journal of Psycholinguistic Research, 5(2), 107-115. https://doi.org/10.1007/BF01067252

Gibbs, G. (2006). How assessment frames student learning. In C. Bryan & K. Clegg (Eds.), Innovative assessment in higher education (pp. 23-26). Routledge.

Gomez, R. M. A., Rodríguez, G. G., & Ibarra, M. S. (2011). Caracterización de la e-Evaluación orientada al e-Aprendizaje [Characterization of e-Assessment oriented to e-Learning]. In G. G. Rodríguez & S. M. S. Ibarra (Eds.), E-Evaluation orientada al e-aprendizaje estratégico en educación superior [E-Evaluation oriented to strategic e-learning in higher education] (pp. 33-56). Narcea Ediciones.

Gonzales, C. J., Lopez, E. O., & Morales, G. E. (2013). Evaluating moral schemata learning. International Journal of Advances in Psychology (IJAP), 2(2), 130-136. https://archive.org/details/IJAP047

Gonzalez, C. J., Lopez, E. O., & Morales, G. E. (2018, May 26-28). Self-organized schemata behavior and meaning formation to evaluate e-learning [Paper presentation]. The International Conference on Distance Education and Learning. Beijing, China. https://doi.org/10.1145/3231848.3231877

Heitink, M. C., Van der Kleij, F. M., Veldkamp, B. P., Schildkamp, K., & Kippers, W. B. (2016). A systematic review of prerequisites for implementing assessment for learning in classroom practice. Educational Research Review, 17, 50-62. https://doi.org/10.1016/j.edurev.2015.12.002

Jensen, A. R. (2006). Clocking the mind: Mental chronometry and individual differences. Elsevier.

Lambert, D., & Lines, D. (2000). Understanding assessment: Purposes, perceptions, practice. Routledge.

Lopez, R. E. O. (1996). Schematically related word recognition (Publication No. 9613356) [Doctoral dissertation, University of Wisconsin-Madison]. ProQuest Dissertations and Theses Global.

Lopez, E. O., Morales, G. E., Hedlefs, M. I., & Gonzalez, C. J. (2014). New empirical directions to evaluate online learning. International Journal of Advances in Psychology, 3(2), 40-47. https://doi.org/10.14355&ijap.2014.0302.03

Lopez-Ramirez, E. O. Morales-Martinez, G. E. Hedlefs-Aguilar, M. I., Gonzalez-Trujillo, C. J., & Moreno-Meza, A. P. (2015). Nuevas direcciones empíricas en la investigación e innovación de tecnología educativa para la evaluación del aprendizaje en línea: una aproximación conexionista [New empirical directions in educational technology research and innovation for the evaluation of online learning: a connectionist approach]. Ciencia UANL, 18(71), 52-64.

Lopez, E. O., & Theios, J. (1992). Semantic analyzer of schemata organization (SASO). Behavior Research Methods, Instruments, & Computers, 24(2), 277-285. https://doi.org/10.3758/BF03203508

McNamara, T. P. (2005). Semantic priming: Perspectives from memory and word recognition. Psychology Press.

Morales-Martinez, G. E. (2015). Protocolo para la recolección de conceptos objetivo y definidores centrales y diferidos (PRECODECD): un sistema de codificación de conceptos extraídos de las redes semánticas naturales [Protocol for the collection of objective concepts and central and deferred definers (PRECODECD): A coding system for concepts extracted from natural semantic networks] [Unpublished manuscript]. Institute of Research on the University and Education, National Autonomous University of Mexico.

Morales-Martinez, G. E. (2020). Sistema de evaluación cognitiva constructiva cronométrica del aprendizaje en línea y presencial [Online and face to face learning´s constructive-chronometric cognitive assessment system] [Manuscript submitted for publication]. Institute of Research on the University and Education, National Autonomous University of Mexico.

Morales-Martinez, G. E., Angeles-Castellanos, A. M., Ibarra-Ramirez, V. H., & Mancera-Rangel, M. I. (2020). Cognitive e-tools for diagnosing the state of medical knowledge in students enrolled for a second time in an anatomy course. International Journal of Learning, Teaching and Educational Research, 19(9), 341-362. https://doi.org/10.26803/ijlter.19.9.18

Morales-Martinez, G. E., Hedlefs-Aguilar, M. I., Trejo-Quintana, J., Mezquita-Hoyos, Y. N., & Sanchez-Monroy, M. (2021). Chronometric constructive cognitive learning evaluation model: Measuring the consolidation of the human cognition schema in psychology students’ memory. International Journal of Learning, Teaching and Educational Research, 20(5), 56-72. https://doi.org/10.26803/ijlter.20.5.4

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2016). Cognitive responsive e-assessment of constructive e-learning. Journal of e-Learning and Knowledge Society (Je-LKS), 12(4), 39-49. http://www.je-lks.org/ojs/index.php/Je-LKS_EN/article/view/1187

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018a). EVCOG Modulo 1. Configurador RSN [EVCOG Module 1. NSN Configurator] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-111311554300-01

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018b). EVCOG Modulo 2. Capturador RSN [EVCOG Module 2. NSN Data storage] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-1113115235001

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018c). EVCOG Modulo 3. Editor RSN [EVCOG Module 3. NSN Editor] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-1113115235001

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018d). EVCOG Modulo 4. Análisis RSN [EVCOG Module 4. NSN Analysis] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-1113115235001

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018e). EVCOG Modulo 5. Simulador del esquema [EVCOG Module 5. Schema simulator] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-112912551900-01

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018f). EVCOG Modulo 6. Configurador FACSEM [EVCOG Module 6. FACSEM Configurator] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-111311402900-01

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018g). EVCOG Modulo 7. Capturador FACSEM [EVCOG Module 7. Data storage] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-111311154200-01

Morales-Martinez, G. E., & Lopez-Ramirez, E. O. (2018h). EVCOG Modulo 8. Analisis FACSEM [EVCOG Module 8. FACSEM Analysis] (Version 1.1.) [Computer software]. Registro Publico del Derecho de Autor. 03-2018-111311193400-01

Morales-Martinez, G. E., Lopez-Ramirez, E. O., Castro-Campos, C., Villarreal-Treviño, M. G., & Gonzales-Trujillo, C. J. (2017). Cognitive analysis of meaning and acquired mental representations as an alternative measurement method technique to innovate e-assessment. European Journal of Educational Research, 6(4), 455-464. https://www.eu-jer.com/EU-JER_6_4_455_Morales-Martinez_etal.pdf

Morales-Martinez, G. E., Lopez-Ramirez, E. O., & Lopez-Gonzalez, A. E. (2015). New approaches to e-cognitive assessment of e-learning. International Journal for e-Learning Security (IJeLS), 5(2), 449-453. https://doi.org/10.20533/ijels.2046.4568.2015.0057

Morales-Martinez, G. E., Lopez-Perez, R. M., Garcia-Collantes, A., & Lopez-Ramirez, E. O. (2020). Evaluación constructiva cronométrica para evaluar el aprendizaje en línea y presencial [Chronometric constructive assessment to assess online and face-to-face learning]. Tecnología, Ciencia y Educación, 15(1), 105-124. https://www.tecnologia-ciencia educacion.com/index.php/TCE/article/view/371

Morales-Martinez, G. E., Garcia-Torres, M., Castro-Gonzalez, M. C., & Mezquita-Hoyos, Y. N. (2021). The measurement of knowledge construction in a course of diagnostic evaluation of learning disorders in psychology students. International Journal of Learning, Teaching and Educational Research, 20(8), 240-261. https://doi.org/10.26803/ijlter.20.8.15

Morales-Martinez, G. E., Lopez-Ramirez, E. O., & Lopez-Gonzalez, A. E. (2015). New approaches to e-cognitive assessment of e-learning. International Journal for e-Learning Security (IJeLS), 5(2), 449-453. https://doi.org/10.20533/ijels.2046.4568.2015.0057

Morales-Martinez, G. E., Mezquita-Hoyos, Y. N., Gonzalez-Trujillo, C. J., Lopez-Ramirez, E. O. & Garcia-Duran, P. J. (2018). Formative e-assessment of schema acquisition in the human lexicon as a tool in adaptive online instruction. In R. Lopez-Ruíz (Ed.), From natural to artificial intelligence - algorithms and application (pp. 69-88). IntechOpen. https://www.intechopen.com/books/from-natural-to-artificial-intelligence-algorithms-and-applications/formative-e-assessment-of-schema-acquisition-in-the-human-lexicon-as-a-tool-in-adaptive-online-instr

Morales-Martinez, G. E., & Santos-Alcantara, M. G. (2015). Alternative empirical directions to evaluate schemata organization and meaning. Advances in Social Sciences Research Journal, 2(9), 51-58. https://doi.org/10.14738/assrj.29.1412

Morales-Martinez, G. E., Trejo-Quintana, J., Charles-Cavazos, D. J., Mezquita-Hoyos, Y. N., & Sanchez-Monroy, M. (2021). Chronometric constructive cognitive learning evaluation model: Measuring the construction of the human cognition schema of psychology students. International Journal of Learning, Teaching and Educational Research, 20(2), 1-21. https://doi.org/10.26803/ijlter.20.2.1

Pesare, E., Roselli, T., Rossano, V., & Di Bitonto, P. (2015). Digitally enhanced assessment in virtual learning environments. Journal of Visual Languages & Computing, 31, 252-259. https://doi.org/10.1016/j.jvlc.2015.10.021

Rumelhart, D., Smolensky, P., McClelland, J., & Hinton, G. (1986). Schemata and sequential thought processes in PDP models. In J. McClelland, D. Rumelhart & the PDP Research Group (Eds.), Parallel distributed processing: Explorations in the microstructure of cognition: Vol. 2. Psychological and biological models (pp. 7?57). MIT Press.

Schwarting, R. K. W. (2003). The principle of memory consolidation and its pharmacological modulation. In R. H. Kluwe, G. Lüer, & F. Rösler (Eds.), Principles of learning and memory (pp. 137-153). Birkhäuser.

Seel, N. M. (2012). Schema (s). In N. M. Seel (Ed.), Encyclopedia of the Sciences of Learning (p.170). Springer Verlag. https://doi.org/ 10.1007 / 978-1-4419-1428-6_3

Shultz, T. R. (2011). Connectionism and learning. In V. G. Aukrust (Ed.), Learning and cognition in education (pp. 25-33). Elsevier. (Reprinted from International encyclopedia of education, pp. 476-484, by P. Peterson, E. Baker, & B. McGaw, Eds., 2010, Elsevier Limited).

Surprenant, A. M., & Neath, I. (2009). Principles of memory. Psychology Press.

Trujillo, C. J. G., Ramírez, E. O. L., & Ibarra, M. E. U. (2019). Cognitive chronometric assessment of constructive knowledge: an empirical approach to support formative assessment. Journal of Physics: Conference Series, 1175 (1), 1-5. https://doi.org/10.1088/1742-6596/1175/1/012133

Urdiales-Ibarra, M. E., Lopez-Ramirez, E. O., Castro-Campos, C., Villarreal-Treviño, M. G., & Carrillo-Colon, J. E. (2018). Biology schemata knowledge organization and meaning formation due to learning: a constructive-chronometric approach to concept mapping usability. Creative Education, 9(16), 2693-2706. https://doi.org/10.4236/ce.2018.916203

Wiley, J., & Jee, B. D. (2011). Cognition: Overview and recent trends. In V. G. Aukrust (Ed.), Learning and cognition in education (pp. 3-8). Elsevier. (Reprinted from International encyclopedia of education, pp. 245-250, by P. Peterson, E. Baker & B. McGaw, Eds., 2010, Elsevier Limited).

Wiliam, D. (2011). What is assessment for learning?. Studies in Educational Evaluation, 37(1), 3-14. https://doi.org/10.1016/j.stueduc.2011.03.001

Wragg, E. C. (2001). Assessment and learning in the secondary school. Routledge.


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