Neurodidactics of Languages: Neuromyths in Multilingual Learners
Abstract
:1. Introduction
Objectives and Research Foundation
- Describing the linguistic profile of the university students participating in this study, who are enrolled in degrees in Education at the Melilla campus.
- Exploring their beliefs of neuromyths related to the functioning of the brain, multiple intelligences and learning styles, and language learning.
- What is the linguistic profile of the students enrolled in degrees in Education at the Melilla campus?
- What beliefs do the respondents have regarding education neuromyths and language learning?
- Are there significant differences in the responses given a series of descriptive variables and dimensions?
2. Materials and Methods
2.1. Participants
2.2. Ethical Considerations
2.3. Instruments
2.4. Data Collection Procedure
2.5. Data Analysis
3. Results
3.1. Dimension 1 Brain Functioning
3.1.1. Univariate Analysis
3.1.2. Bivariate Analysis
3.2. Dimension 2 Beliefs on Multiple Intelligences and Learning Styles
3.2.1. Univariate Analysis
3.2.2. Bivariate Analysis
3.3. Dimension 3 Language Learning
3.3.1. Univariate Analysis
3.3.2. Bivariate Analysis
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Questionnaire on Multilingualism and Foreign Language Learning
- Personal information
- Degree and Course: Gender: Male □ Female: □
- Place and country of residence: Nationality:
- What is your mother tongue?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- What is your second mother tongue (if you have one)?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- What language(s) were you in contact with during your childhood?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- In which language(s) do your parents and close relatives speak to you?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- Which languages do your close relatives speak between them?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- Is there language switching in your environment when emotional, place or activity changes take place? Yes □ No □
- If this is the case, which languages are alternated?
- Spanish □ French □ Arabic □ Tamazight □ English □ Other:
- What is your first foreign language (FL1)?
- French □ English □ Other:
- How many years have you been studying your FL1?
- Place and country of study of the FL1:
- Do you have a FL1 certification? Yes □ No □
- If you do, which level did you obtain for this according to the CEFR?
- A1 □ A2 □ B1 □ B2 □ C1 □ C2 □
- How difficult are the following skills in your FL1?
- 1: Not difficult 2: Somewhat difficult 3: Very difficult 4: I’m not able
- 1 2 3 4
- Oral interaction
- Oral expression
- Reading comprehension
- Writing
- Listening
- What is your second foreign language (FL2)?
- French □ English □ Other:
- How many years have you been studying your FL2?
- Place and country of study of the FL2:
- Do you have a FL2 certification? Yes □ No □
- If you do, which level did you obtain for this according to the CEFR?
- A1 □ A2 □ B1 □ B2 □ C1 □ C2 □
- How difficult are the following skills in your FL2?
- 1: Not difficult 2: Somewhat difficult 3: Very difficult 4: I´m not able
- 1 2 3 4
- Oral interaction
- Oral expression
- Reading comprehension
- Writing
- Listening
- Read the statements below carefully and express your opinion by ticking either Agree (if you are in favour), Disagree (if you are against) or Don’t know.
Agree | Disagree | Don´t Know | |
---|---|---|---|
1. It is no longer possible to learn a foreign language (FL) well beyond a certain age. | |||
2. The ease of learning languages depends on a specific type of intelligence. | |||
3. People preferably use one of the two hemispheres (either the right or the left) to learn languages. | |||
4. You only really learn a FL when you interact in real situations. | |||
5. It is more difficult for a person who speaks a FL to learn others. | |||
6. When the learner is taught in the preferred sensory modality (visual, auditory, kinesthetic) better academic performance is obtained. | |||
7. Sufficient grammar and vocabulary must be learned before beginning to express oneself in a FL. | |||
8. We only use 10% of our brain. | |||
9. Multiple intelligences contribute to learning FL. | |||
10. I have a good memory just to retain words from foreign language. | |||
11.Children should learn their native language before they start learning a FL otherwise, they will not fully learn either one. | |||
12. Learning style determines how languages are acquired. |
Appendix B
Items | Based on |
---|---|
1. It is no longer possible to learn a foreign language (FL) well beyond a certain age. | Adapted from [54] Horwitz, 1988, “Table 2. Foreign Language Aptitude”, item “1. It is easier for children than aduts to learn a foreign language”, p. 285 |
2. The ease of learning languages depends on a specific type of intelligence. | Adapted from [7] Craig et al., 2021, “Appendix Percent of Correct Answers to Statements”. “Basing instructional strategies on multiple intelligences (e.g., linguistic, musical, and interpersonal intelligence) is not supported by research”, p. 137. |
3. People preferably use one of the two hemispheres (either the right or the left) to learn languages. | Adapted from [55] Herculano-Houzel, 2002, “Table 1. Relation of all 95 assertions in the order they appeared in the questionnaire” Assertion “72. Being right- or left-handed is a matter of being, respectively, left or right brain hemisphere dominant”, p. 101. Adapted from [39] Masson, 2015, “Tableau 1. Neuromythes les plus fréquents chez les enseignants”. «Dominance hémisphérique. Des différences de dominance hémisphérique (cerveau gauche ou cerveau droit) peuvent aider à expliquer les différences observées parmi les apprenants», p. 15. Adapted from [42] Dekker et al., 2012, “Table 1. Correctness of responses for each myth assertion”. “Differences in hemispheric dominance (left brain, right brain) can help explain individual differences amongst learners”, p. 9 |
4. You only really learn a FL when you interact in real situations. | Adapted from [54] Horwitz, 1988, “Table 3. The Nature of Language Learning”, item “11. It is better to learn a foreign language in the foreign country”, p. 288. |
5. It is more difficult for a person who speaks a FL to learn others. | Adapted from [54] Horwitz, 1988, “Table 2. Foreign Language Aptitude”, item “10. It is easier for someone who already speaks a foreign language to learn another one”, p. 287 |
6. When the learner is taught in the preferred sensory modality (visual, auditory, kinesthetic) better academic performance is obtained. | Gathered from [39] Masson, 2015, “Tableau 1. Neuromythes les plus fréquents chez les enseignants”. “Styles d’apprentissage. Les élèves apprennent mieux, lorsqu’ils reçoivent l’information dans leur style d’apprentissage préféré (ex. auditif, visuel ou kinesthésique)”, p. 15. Adapted from [42] Dekker et al., 2012, “Table 1. Correctness of responses for each myth assertion”. “Individuals learn better when they receive information in their preferred learning style (e.g., auditory, visual, kinesthetic)”, p. 9 |
7. Sufficient grammar and vocabulary must be learned before beginning to express oneself in a FL. | Adapted from [54] Horwitz, 1988, “Table 3. The Nature of Language Learning”, item “16. Learning a foreign language is mostly a matter of learning a lot of new vocabulary words”, p. 288; and adapted from [54] Horwitz, 1988, “Table 3. The Nature of Language Learning”, item “20. Learning a foreign language is mostly a matter of learning a lot of grammar rules”, p. 288. |
8. We only use 10% of our brain. | Gathered from [55] Herculano-Houzel, 2002, “Table 1. Relation of all 95 assertions in the order they appeared in the questionnaire”. Assertion “68. We usually utilize only 10% of our brain”, p. 10. Gathered from [39] Masson, 2015, ”Tableau 1. Neuromythes les plus fréquents chez les enseignants”. “10% Nous utilisons à peine que 10% de notre cerveau”, p. 15 |
9. Multiple intelligences contribute to learning FL. | Adapted from [9] Craig et al., 2021, “Appendix Percent of Correct Answers to Statements“. “Basing instructional strategies on multiple intelligences (e.g., linguistic, musical, and interpersonal intelligence) is not supported by research.”, p. 137. |
10. I have a good memory just to retain words from foreign language. | Adapted from [55] Herculano-Houzel, 2002, “Table 1. Relation of all 95 assertions in the order they appeared in the questionnaire”. Assertion “33. Memory is stored in a net of many cells scattered throughout the brain”, p. 100 |
11. Children should learn their native language before they start learning a FL otherwise, they will not fully learn either one. | Adapted from [42] Dekker et al., 2012, ”Table 1. Correctness of responses for each myth assertion”. “Children must acquire their native language before a second language is learned. If they do not do so neither language will be fully acquired”, p. 9 |
12. Learning style determines how languages are acquired. | Adapted from [39] Masson, 2015, ”Tableau 1. Neuromythes les plus fréquents chez les enseignants”. “Styles d’apprentissage”, p. 15. Adapted from [42] Dekker et al., 2012, ”Table 1. Correctness of responses for each myth assertion”. “Individual learners show preferences for the mode in which they receive information (e.g., visual, auditory, kinesthetic).”, p. 9 |
References
- Jones, E.G.; Mendell, L.M. Assessing the decade of the brain. Science 1999, 284, 739. [Google Scholar] [CrossRef]
- Dubinsky, J.M.; Guzey, S.S.; Schwartz, M.S.; Roehrig, G.; MacNabb, C.; Schmied, A.; Hinesley, V.; Hoelscher, M.; Michlin, M.; Schmitt, L.; et al. Contributions of neuroscience knowledge to teachers and their practice. Neuroscientist 2019, 25, 394–407. [Google Scholar] [CrossRef] [PubMed]
- Ansari, D.; De Smedt, B.; Grabner, R.H. Neuroeducation—A critical overview of an emerging field. Neuroethics 2012, 5, 105–117. [Google Scholar] [CrossRef]
- Ansari, D.; Konig, J.; Leask, M.; Tokuhama-Espinosa, T. Developmental cognitive neuroscience: Implications for teachers’ pedagogical knowledge. In Pedagogical Knowledge and the Changing Nature of the Teaching Profession; Guerriero, S., Ed.; OECD Publishing: Paris, France, 2017; pp. 195–222. [Google Scholar] [CrossRef]
- Geake, J. Neuromythologies in education. Educ. Res. 2008, 50, 123–133. [Google Scholar] [CrossRef]
- Digilio, R. Comunicazione scientifica e brain branding. In Ricerche Di Psicologia; Franco Angeli: Milano, Italy, 2017; pp. 401–416. [Google Scholar]
- Craig, H.L.; Wilcox, G.; Makarenko, E.M.; MacMaster, F.P. Continued Educational Neuromyth Belief in Pre-and In-Service Teachers: A Call for De-Implementation Action for School Psychologists. Can. J. Sch. Psychol. 2021, 36, 127–141. [Google Scholar] [CrossRef]
- Fuller, J.K.; Glendening, J.G. The neuroeducator: Professional of the future. Theory Into Pract. 1985, 24, 135–137. [Google Scholar] [CrossRef]
- Merchán Morales, V. La neurodidáctica, una revisión conceptual. In Innovación Psicológica: Salud, Educación y Cultura; Riaño Garzón, M.E., Torrado Rodríguez, J.L., Díaz Camargo, E.A., Espinosa Castro, J.F., Eds.; Ediciones Universidad Simón Bolívar: Barranquilla, Colombia, 2018; pp. 153–176. [Google Scholar]
- Bruer, J.T. Education and the brain: A bridge too far. Educ. Res. 1997, 26, 4–16. [Google Scholar] [CrossRef]
- Sahay, A.; Wilson, D.A.; Hen, R. Pattern separation: A common function for new neurons in hippocampus and olfactory bulb. Neuron 2011, 70, 582–588. [Google Scholar] [CrossRef] [Green Version]
- De La Rosa-Prieto, D.; Saiz-Sanchez, D.; Ubeda-Banon, I.; Flores-Cuadrado, A. Neurogenesis, Neurodegeneration, Interneuron Vulnerability, and Amyloid-B in the olfactory Bulb of APP/PS1 Mouse Model of Alzheimer’s Disease. Front. Neurosci. 2016, 10, 227. [Google Scholar] [CrossRef] [Green Version]
- Boldrini, M.; Fulmore, C.A.; Tartt, A.N.; Simeon, L.R.; Pavlova, I.; Poposka, V.; Rosoklija, G.B.; Stankov, A.; Arango, V.; Dwork, A.J.; et al. Human hippocampal neurogenesis persists throughout aging. Cell Stem Cell 2018, 22, 589–599. [Google Scholar] [CrossRef] [Green Version]
- Howard-Jones, P.A.; Varma, S.; Ansari, D.; Butterworth, B.; De Smedt, B.; Goswami, U.; Laurillard, D.; Thomas, M.S. The principles and practices of educational neuroscience: Comment on Bowers. Psychol. Rev. 2016, 123, 620–627. [Google Scholar] [CrossRef] [Green Version]
- Feiler, J.B.; Stabio, M.E. Three pillars of educational neuroscience from three decades of literature. Trends Neurosci. Educ. 2018, 13, 17–25. [Google Scholar] [CrossRef]
- Lichtheim, L. On aphasia. Brain 1885, 7, 433–484. [Google Scholar] [CrossRef]
- Gajardo-Vidal, A.; Lorca-Puls, D.L.; Hope, T.M.; Parker Jones, O.; Seghier, M.L.; Prejawa, S.; Crinion, J.P.; Leff, A.P.; Green, D.W.; Price, C.J. How right hemisphere damage after stroke can impair speech comprehension. Brain 2018, 141, 3389–3404. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Chang, Y.N.; Lambon Ralph, M.A. A unified neurocomputational bilateral model of spoken language production in healthy participants and recovery in poststroke aphasia. Proc. Natl. Acad. Sci. USA 2020, 117, 32779–32790. [Google Scholar] [CrossRef] [PubMed]
- Schenk, S.; Waldie, K.; Grimshaw, G. Cognitive and affective neuroscience: Approaches and applications. J. R. Soc. N. Z. 2021, 51, 1–3. [Google Scholar] [CrossRef]
- Hamm, J.P. A discussion on the research process and illusory line motion. J. R. Soc. N. Z. 2021, 51, 51–80. [Google Scholar] [CrossRef]
- Machado, L. Understanding cognition and how it changes with aging, brain disease, and lifestyle choices. J. R. Soc. N. Z. 2021, 51, 128–142. [Google Scholar] [CrossRef]
- Kim, Y.K.; Han, K.M. Neural substrates for late-life depression: A selective review of structural neuroimaging studies. Prog. Neuro-Psychopharmacol. Biol. Psychiatry 2021, 104, 110010. [Google Scholar] [CrossRef]
- Ching, F.N.; So, W.W.; Lo, S.K.; Wong, S.W. Preservice Teachers’ Neuroscience 881 Literacy and Perceptions of Neuroscience in Education: Implications for Teacher Education. Trends Neurosci. Educ. 2020, 21, 100144. [Google Scholar] [CrossRef]
- Huc, P.; Vincent-Smith, B. Naissance de la neurodidactique. Le Français Dans Le Monde 2008, 357, 30–31. [Google Scholar]
- Huc, P.; Vincent-Smith, B. Neurodidactique, Imagerie Cérébrale Fonctionnelle et Langues secondes. Enjeux et Applications Pédagogiques, 1st ed.; Éditions Universitaires Européennes: Saarbrücken, Germany, 2011. [Google Scholar]
- Germain, C.; Netten, J. Fondements d’une aproche transdisciplinaire en FLE/FL2: Le français intensif au Canada. In Cahier de Français Contemporaine 10. Pluralité des Langues et des Supports: Descriptions et Aproches Didactiques; Pugibet, V., Gettliffe-Grant, N., Coords, Eds.; ENS Éditions: Lyon, France, 2005; pp. 13–33. [Google Scholar]
- Germain, C.; Jourdan-Otsuka, R.; Gladys, B. Developpement récents de l’approche neurolinguistique (ANL). Revue Japonaise de Didactique du Français 2018, 15, 21–37. [Google Scholar]
- Germain, C. L’approche Neurolinguistique (ANL): Foire Aux Questions; Myosotis Presse: Longueuil, QC, Canada, 2017. [Google Scholar]
- Cummins, J. The entry and exit fallacy in bilingual education. In An Introductory Reader to the Writings of JIM Cummins; Baker, C., Hornberger, N.H., Eds.; Multilingual Matters: Bristol, UK, 2001; pp. 110–138. [Google Scholar]
- Damasio, A.; Damasio, H. Le cerveau et le langage. Pour la Science 1997, 17, 8–15. [Google Scholar]
- Cummins, J.; Swain, M. Bilingualism in Education: Aspects of Theory, Research, and Practice; Longman: London, UK, 1986. [Google Scholar]
- Vygotski, L.S. Pensée et Langage; Editions Sociales: Paris, France, 1985. [Google Scholar]
- Paradis, M. Neurolinguistic aspects of implicit and explicit memory: Implications for bilingualism and SLA. In Implicit and Explicit Learning of Language; Ellis, N.C., Ed.; Academic Press: London, UK, 1994; pp. 393–420. [Google Scholar]
- Paradis, M. A Neurolinguistic Theory of Bilingualism; John Benjamins: Amsterdam, The Netherlands, 2004. [Google Scholar]
- Paradis, M. Declarative and Procedural Determinants of Second Languages; John Benjamins: Amsterdam, The Netherlands, 2009. [Google Scholar]
- Ellis, N. Language Acquisition Just Zipf’s Right Along. Université du Québec à Montréal: Montréal, QC, Canada, 2011. [Google Scholar]
- Segalowitz, N. Cognitive Bases of Second Language Fluency; Routledge: New York, NY, USA, 2010. [Google Scholar]
- Paredes, M.J. El aprendizaje de lenguas desde una perspectiva neurolingüística. Sabir. Int. Bull. Appl. Linguist. 2020, 1, 177–197. [Google Scholar] [CrossRef]
- Masson, L. Les apports de la neuroéducation à l’enseignement: Des neuromythes aux découvertes actuelles. Approch. Neuropsychol. Des Apprentiss. Chez L’enfant. A.N.A.E. 2015, 134, 11–22. [Google Scholar]
- Ferrero, M.; Garaizar, P.; Vadillo, M.A. Neuromyths in education: Prevalence among Spanish teachers and an exploration of cross-cultural variation. Front. Hum. Neurosci. 2016, 10, 496. [Google Scholar] [CrossRef] [Green Version]
- Torrijos-Muelas, M.; González-Villora, S.; Bodoque-Osma, A.R. The Persistece of Neuromyths in the Educational Settings: A Systematic Review. Front. Psychol. 2021, 11, 591923. [Google Scholar] [CrossRef]
- Dekker, S.; Lee, N.C.; Howard-Jones, P.A.; Jolles, J. Neuromyths in education: Prevalence and predictors of misconceptions among teachers. Front. Psychol. 2012, 3, 429. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Goswami, U. Neuroscience and education: From research to practice? Nat. Rev. Neurosci. 2006, 7, 406–413. [Google Scholar] [CrossRef] [PubMed]
- Howard-Jones, P.A. Neuroscience and education: Myths and messages. Nat. Rev. Neurosci. 2014, 15, 817–824. [Google Scholar] [CrossRef] [PubMed]
- Organisation for Economic Co-operation and Development (OECD). Understanding the Brain towards a New learning Science; OECD Publishing: Paris, France, 2002.
- Centre for Educational Research and Innovation and Organization for Economic Co-operation and Development (OECD). Understanding the Brain: The Birth of a Learning Science; OECD: Paris, France, 2007.
- Pasquinelli, E. Neuromyths: Why do they exist and persist? Mind Brain Educ. 2012, 6, 89–96. [Google Scholar] [CrossRef]
- Arnon, I.; Christiansen, M.H. The role of multiword building blocks in explaining L1–L2 differences. Top. Cogn. Sci. 2017, 9, 621–636. [Google Scholar] [CrossRef] [PubMed]
- Couëtoux-Jungman, F.; Wendland, J.; Aidane, É.; Rabain, D.; Plaza, M.; Lécuyer, R. Bilingüisme, plurilinguisme et petite enfance: Intérêt de la prise en compte du contexte linguistique de l’enfant dans l’évaluation et le soin des difficultés de développement précoce. Devenir 2010, 22, 293–307. [Google Scholar] [CrossRef]
- Council of Europe. Common European Framework of Reference for Languages: Learning, Teaching, Assessment; University Press: Cambridge, The Netherlands, 2001. [Google Scholar]
- Council of Europe. Common European Framework of Reference for Languages: Learning, Teaching, Assessment, Companion Volume with New Descriptors; Council of Europe Publishing: Strasbourg, France, 2018. [Google Scholar]
- Bertrand, I.; Christ, H. Propositions pour un enseignement des langues élargi. Lang. Mod. 1990, 3, 95–104. [Google Scholar]
- Pulido, M.F. Native language inhibition predicts more successful second language learning: Evidence of two ERP pathways during learning. Neuropsychologia 2021, 152, 107732. [Google Scholar] [CrossRef] [PubMed]
- Horwitz, E.K. The Beliefs about Language Learning of Beginning University 960 Foreign Language Students. Mod. Lang. J. 1988, 72, 283–294. [Google Scholar] [CrossRef]
- Herculano-Houzel, S. Do you know your brain? A survey on public neuroscience 966 literacy at the closing of the decade of the brain. Neuroscientist 2002, 8, 98–110. [Google Scholar] [CrossRef] [PubMed]
- Rodríguez, A.; Gallego, J.L. Aprendiendo a escribir durante la enseñanza obligatoria, ¿deseo o realidad? Calidoscopio 2017, 15, 106–125. [Google Scholar] [CrossRef] [Green Version]
- Rodríguez, A. Disfunciones sintácticas encontradas en textos narrativos producido por alumnos con baja visión e invidencia. Rev. De Educ. Del MEC 2007, 343, 431–451. [Google Scholar]
- Rodríguez, A.; Caurcel, M.J.; Gallardo-Montes, C.P.; Crisol, E. Psychometric Properties of the Questionnaire “Demands and Potentials of ICT and Apps for Assisting People with Autism” (DPTIC-AUT-Q). Educ. Sci. 2021, 11, 586. [Google Scholar] [CrossRef]
- Tardif, E.; Doudin, P.A.; Meylan, N. Neuromyths Among Teachers and Student Teachers. Mind Brain Educ. 2015, 9, 50–59. [Google Scholar] [CrossRef]
- Fuentes, A.; Risso, A. Evaluación de conocimientos y actitudes sobre neuromitos en furturos/as maestros/as. R. Est. Inv. Psico. Y Educ. 2015, 6, 193–198. [Google Scholar] [CrossRef]
- Rigoulot, S.; Pell, M.D. Seeing emotion with your ears: Emotional prosody implicitly guides visual attention to faces. PLoS ONE 2012, 7, 30740. [Google Scholar] [CrossRef]
- Thompson, L.; White, B. Neuropsychological correlates of evocative multimodal 988 speech: The combined roles of fearful prosody, visuospatial attention, cortisol response, and anxiety. Behav. Brain Res. 2022, 416, 113560. [Google Scholar] [CrossRef]
- Rato, J.; Abreu, A.; Castro-Caldas, A. Neuromyths in Education: What is fact and what is fiction for Portuguese teachers. Educ. Res. 2013, 55, 441–453. [Google Scholar] [CrossRef]
- Gettliffe, N. Les recherches portant sur L’Approche neurolinguistique pour l’enseignement des langues étrangères et secondes: Axes actuels et perspectives. Le Cah. De L’arefle 2020, 1, 136–174. [Google Scholar]
- Gardner, H. Multiple Intelligences: The Theory in Practice; Basic Book: New York, NY, USA, 1993. [Google Scholar]
- Xu, M.; Li, D.; Li, P. Brain decoding in multiple languages: Can cross-language brain decoding work? Brain Lang. 2021, 215, 104922. [Google Scholar] [CrossRef] [PubMed]
- Umejima, K.; Sakai, K.L. Multilingualism and the Development of the Brain. Brain Nerve=Shinkei Kenkyu No Shinpo 2021, 73, 203–210. [Google Scholar] [CrossRef] [PubMed]
Items | Dimensions | Cronbach’s Alpha |
---|---|---|
1. It is no longer possible to learn a foreign language (FL) well beyond a certain age. | Dimension 3 | α = 0.806 |
2. The ease of learning languages depends on a specific type of intelligence. | Dimension 2 | α = 0.915 |
3. People preferably use one of the two hemispheres (either the right or the left) to learn languages. | Dimension 1 | α = 0.896 |
4. You only really learn a FL when you interact in real situations. | Dimension 3 | α = 0.806 |
5. It is more difficult for a person who speaks a FL to learn others. | Dimension 3 | α = 0.806 |
6. When the learner is taught in the preferred sensory modality (visual, auditory, kinaesthetic) better academic performance is obtained. | Dimension 2 | α = 0.915 |
7. Sufficient grammar and vocabulary must be learned before beginning to express oneself in a FL. | Dimension 3 | α = 0.806 |
8. We only use 10% of our brain. | Dimension 1 | α = 0.896 |
9. Multiple intelligences contribute to learning FL. | Dimension 2 | α = 0.915 |
10. I have a very good memory just for retaining foreign language words. | Dimension 1 | α = 0.896 |
11. Children should learn their native language before they start learning a FL otherwise, they will not fully learn either one. | Dimension 3 | α = 0.806 |
12. Learning style determines how languages are acquired. | Dimension 2 | α = 0.915 |
TOTAL | α = 0.884 |
DESCRIPTIVE VARIABLES | |||||
---|---|---|---|---|---|
G | LR | Tit | C | LM/2LM | |
F = 325 (81.9%) M = 72 (18.1%) | ML = 305 (76.8%) RE = 92 (23.2%) | EI = 82 (20.7%) EP = 96 (24.2%) ES = 91 (22.9%) DG = 128 (32.2%) | C1 = 81 (20.4%) C2 = 56 (14.1%) C3 = 85 (21.4%) C4 = 114 (28.7%) C5 = 61 (15.4%) | LM-E = 186 (46.9%) 2LM = 211 (53.1%) | |
LCI | LPFDT | LM2 | COMB-LM | LE1 | LE2 |
E = 188 (47.4%) ET = 132 (33.2%) ETA = 39 (9.8%) ETF = 2 (0.5%) ETAF = 16 (4%) EA = 5 (1.3%) EF = 11(2.8%) EAF = 4 (1%) | E = 262 (66%) ET = 85 (21.4%) ETA = 7 (1.8%) ETF = 5 (1.3%) ETAF = 2 (0.5%) EA = 6 (1.5%) T = 19 (4.8%) A = 5 (1.3%) EF = 6 (1.5%) | E = 59 (14.9%) T = 122 (30.7%) A = 19 (4.8%) F = 11 (2.8%) N = 186 (46.9%) | ET = 158 (39.8%) EA = 31 (7.8%) EF = 26 (6.5%) | I = 362 (91.2%) F = 28 (7.1%) P = 7 (1.8%) | I = 34 (8.6%) F = 174 (43.8%) Gl = 5 (1.3%) P = 15 (3.8%) A = 12 (3%) N = 157 (39.5%) |
AELE1 | AELE2 | ACLLE1 | ACLLE2 | CNRLE1 | CNRLE2 |
1 = 16 (4%) 2 = 46 (11.6%) 3 = 194 (48.9%) 4 = 141 (35.5%) | 1 = 85 (21.4%) 2 = 68 (17.1%) 3 = 49 (12.3%) 4 = 11 (2.8%) N = 184 (46.3%) | Yes = 252 (63.5%) No = 145 (36.5%) | Yes = 68 (17.1%) No = 329 (82.9%) | A1 = 22 (4.3%) A2 = 7 (8.3%) B1 = 21 (30.5%) B2 = 16 (16.1%) C1 = 1 (3%) C2 = 1 (1.3%) N = 329 (36.5%) | A1 = 22 (5.5%) A2 = 7 (1.8%) B1 = 21 (5.3%) B2 = 16 (4%) C1 = 1 (0.3%) C2 = 1 (0.3%) N = 329 (82.9%) |
Items | G | LM/2LM | LR | C | Tit | LCI | ACLLE1 | LPFDT | CNRLE1 |
---|---|---|---|---|---|---|---|---|---|
F = 325 M = 72 | LM-E = 186 2LM = 211 | ML = 305 RE = 92 | C1 = 81 C2 = 56 C3 = 85 C4 = 114 C5 = 61 | EI = 82 EP = 96 ES = 91 DG = 128 | E = 188 ET = 132 ETA = 39 ETF = 2 ETAF = 16 EA = 5 EF = 11 EAF = 4 | Yes = 253 No = 145 | E = 262 ET = 85 ETA = 7 ETF = 5 ETAF = 2 EA = 6 T = 19 A = 5 EF = 6 | A1 = 17 A2 = 33 B1 = 121 B2 = 64 C1 = 12 C2 = 5 N = 145 | |
3 | U = 9626 p = 0.011 | U = 13,393 p = 0.000 | K = 42.399 p = 0.000 | ||||||
8 | U = 8701.5 p = 0.000 | U = 12,029.5 p = 0.022 | K = 5.489 p = 0.019 | K = 5.19 p = 0.023 | K = 6.401 p = 0.011 | U = 15379.5 p = 0.000 | |||
10 | K = 8.79 p = 0.003 | U = 11.583 p = 0.001 | K = 9.583 p = 0.002 |
Items | G | LM/2LM | AELE2 | C | Tit | LCI | ACLLE1 | LE1 | LPFDT | CNRLE1 |
---|---|---|---|---|---|---|---|---|---|---|
F = 325 M = 72 | LM-E = 186 2LM = 211 | 1 = 85 2 = 68 3 = 49 4 = 11 N = 184 | C1 = 81 C2 = 56 C3 = 85 C4 = 114 C5 = 61 | EI = 82 EP = 96 ES = 91 DG = 128 | E = 188 ET = 132 ETA = 39 ETF = 2 ETAF = 16 EA = 5 EF = 11 EAF = 4 | Yes = 252 No = 145 | I = 362 F = 28 P = 7 | E = 262 ET = 85 ETA = 7 ETF = 5 ETAF = 2 EA = 6 T = 19 A = 5 EF = 6 | A1 = 17 A2 = 33 B1 = 121 B2 = 64 C1 = 12 C2 = 5 N = 144 | |
2 | K = 6.459 p = 0.011 | K = 8.002 p = 0.005 | ||||||||
9 | U = 8673.5 p = 0.000 | U = 14,442 p = 0.001 | K = 4.520 p = 0.033 | U = 11.374 p = 0.001 | K = 11.972 p = 0.001 | K = 12.509 p = 0.000 K = 4.293 p = 0.038 | ||||
12 | K = 12.292 p = 0.000 K = 8.203 p = 0.004 | K = 3.975 p = 0.046 | K = 6.162 p = 0.013 | |||||||
6 | U = 9643.5 p = 0.001 | U = 14,562 p = 0.000 | U = 17315 p = 0.023 | K = 12.777 p = 0.000 |
Items | G | LM/2LM | LR | AELE1 | C | Tit | LCI | ACLLE1 | LE1 | LE2 | LPFDT |
---|---|---|---|---|---|---|---|---|---|---|---|
F = 325 M = 72 | LM-E = 186 2LM = 211 | ML = 305 RE = 92 | 1 = 16 2 = 46 3 = 194 4 = 141 | C1 = 81 C2 = 56 C3 = 85 C4 = 114 C5 = 61 | EI = 82 EP = 96 ES = 91 DG = 128 | E = 188 ET = 132 ETA = 39 ETF = 2 ETAF = 16 EA = 5 EF = 11 EAF = 4 | Yes = 252 No = 145 | I = 362 F = 28 P = 7 | I = 34 F = 174 Gl = 5 P = 15 A = 12 N = 157 | E = 262 ET = 85 ETA = 7 ETF = 5 ETAF = 2 EA = 6 T = 1 A = 5 EF = 6 | |
1 | K = 4.897 p = 0.027 | K = 4.274 p = 0.039 | K = 7.385 p = 0.007 | U = 16701 p = 0.003 | |||||||
11 | U = 10,008.5 p = 0.000 | U = 16092.5 p = 0.002 | |||||||||
4 | U = 10,358 p = 0.042 | U = 15,912 p = 0.029 | K= 10.088 p = 0.001 | K = 14.722 p = 0.000 | |||||||
5 | U = 15,840 p = 0.015 | K = 5.479 p = 0.019 K= 7.509 p = 0.006 | |||||||||
7 | U = 10,802 p = 0.000 | K = 11.103 p = 0.001 | U = 17016 p = 0.030 | K = 6.888 p = 0.009 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Navarro Rincón, A.; Carrillo López, M.J.; Solano Galvis, C.A.; Isla Navarro, L. Neurodidactics of Languages: Neuromyths in Multilingual Learners. Mathematics 2022, 10, 196. https://doi.org/10.3390/math10020196
Navarro Rincón A, Carrillo López MJ, Solano Galvis CA, Isla Navarro L. Neurodidactics of Languages: Neuromyths in Multilingual Learners. Mathematics. 2022; 10(2):196. https://doi.org/10.3390/math10020196
Chicago/Turabian StyleNavarro Rincón, Antonia, María José Carrillo López, César Augusto Solano Galvis, and Laura Isla Navarro. 2022. "Neurodidactics of Languages: Neuromyths in Multilingual Learners" Mathematics 10, no. 2: 196. https://doi.org/10.3390/math10020196
APA StyleNavarro Rincón, A., Carrillo López, M. J., Solano Galvis, C. A., & Isla Navarro, L. (2022). Neurodidactics of Languages: Neuromyths in Multilingual Learners. Mathematics, 10(2), 196. https://doi.org/10.3390/math10020196