Pub Date : 2024-06-01Epub Date: 2024-05-01DOI: 10.1016/j.tine.2024.100224
Lisa Bardach , Zsofia Boda , Claudia Neuendorf , Wolfgang Wagner , Kyle Davison , Ulrich Trautwein
Background
Prior research has documented the pervasive influence that peers can exert on adolescents’ lives. However, knowledge on whether adolescents’ perceptions of the quality of the teacher's instruction are also prone to peer influences is lacking.
Method
This study (N = 248 German adolescents) used longitudinal social network analysis to investigate whether (a) friends become more similar in their teaching quality perceptions (influence effects) and/or whether (b) students with initially more similar perceptions of teaching quality were more likely to become friends (selection effects). We also explored whether (c) students with more positive teaching quality perceptions were better integrated socially.
Results
We did not find support for influence or selection effects. However, students who rated their teacher's instruction more positively were better integrated socially.
Conclusions
Our work adds to research on the role of peers in adolescence and enhances our understanding of peer influences on students’ perceptions of instruction.
{"title":"Seeing the teacher through my peers' eyes? A social network study on adolescents' teaching quality perceptions","authors":"Lisa Bardach , Zsofia Boda , Claudia Neuendorf , Wolfgang Wagner , Kyle Davison , Ulrich Trautwein","doi":"10.1016/j.tine.2024.100224","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100224","url":null,"abstract":"<div><h3>Background</h3><p>Prior research has documented the pervasive influence that peers can exert on adolescents’ lives. However, knowledge on whether adolescents’ perceptions of the quality of the teacher's instruction are also prone to peer influences is lacking.</p></div><div><h3>Method</h3><p>This study (<em>N</em> = 248 German adolescents) used longitudinal social network analysis to investigate whether (a) friends become more similar in their teaching quality perceptions (influence effects) and/or whether (b) students with initially more similar perceptions of teaching quality were more likely to become friends (selection effects). We also explored whether (c) students with more positive teaching quality perceptions were better integrated socially.</p></div><div><h3>Results</h3><p>We did not find support for influence or selection effects. However, students who rated their teacher's instruction more positively were better integrated socially.</p></div><div><h3>Conclusions</h3><p>Our work adds to research on the role of peers in adolescence and enhances our understanding of peer influences on students’ perceptions of instruction.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"35 ","pages":"Article 100224"},"PeriodicalIF":3.3,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140909883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-01Epub Date: 2024-05-07DOI: 10.1016/j.tine.2024.100226
Venera Gashaj , Dragan Trninić , Cléa Formaz , Samuel Tobler , Juan Sebastián Gómez‑Cañón , Hanna Poikonen , Manu Kapur
Background
Much of modern mathematics education prioritizes symbolic formalism even at the expense of non-symbolic intuition, we contextualize our study in the ongoing debates on the balance between symbolic and non-symbolic reasoning. We explore the dissociation of oscillatory dynamics between algebraic (symbolic) and geometric (non-symbolic) processing in advanced mathematical reasoning during a naturalistic design.
Method
Employing mobile EEG technology, we investigated students' beta and gamma wave patterns over frontal and parietal regions while they engaged with mathematical demonstrations in symbolic and non-symbolic formats within a tutor-student framework. We used extended, naturalistic stimuli to approximate an authentic educational setting.
Conclusion
Our findings reveal nuanced distinctions in neural processing, particularly in terms of gamma waves and activity in parietal regions. Furthermore, no clear overall format preference emerged from the neuroscientific perspective despite students rating symbolic demonstrations higher for understanding and familiarity.
{"title":"Bridging cognitive neuroscience and education: Insights from EEG recording during mathematical proof evaluation","authors":"Venera Gashaj , Dragan Trninić , Cléa Formaz , Samuel Tobler , Juan Sebastián Gómez‑Cañón , Hanna Poikonen , Manu Kapur","doi":"10.1016/j.tine.2024.100226","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100226","url":null,"abstract":"<div><h3>Background</h3><p>Much of modern mathematics education prioritizes symbolic formalism even at the expense of non-symbolic intuition, we contextualize our study in the ongoing debates on the balance between symbolic and non-symbolic reasoning. We explore the dissociation of oscillatory dynamics between algebraic (symbolic) and geometric (non-symbolic) processing in advanced mathematical reasoning during a naturalistic design.</p></div><div><h3>Method</h3><p>Employing mobile EEG technology, we investigated students' beta and gamma wave patterns over frontal and parietal regions while they engaged with mathematical demonstrations in symbolic and non-symbolic formats within a tutor-student framework. We used extended, naturalistic stimuli to approximate an authentic educational setting.</p></div><div><h3>Conclusion</h3><p>Our findings reveal nuanced distinctions in neural processing, particularly in terms of gamma waves and activity in parietal regions. Furthermore, no clear overall format preference emerged from the neuroscientific perspective despite students rating symbolic demonstrations higher for understanding and familiarity.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"35 ","pages":"Article 100226"},"PeriodicalIF":3.3,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949324000073/pdfft?md5=885be7731b945b589b60a6a7c0844fac&pid=1-s2.0-S2211949324000073-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140906085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-01Epub Date: 2024-05-08DOI: 10.1016/j.tine.2024.100228
Kristin Simmers, Ido Davidesco
Aim
K-12 educators are susceptible to “neuromyths” or misconceptions about the brain and learning, yet how these beliefs relate to practice is not yet understood. This exploratory pilot study investigated how knowledge and beliefs about the brain and learning relate to knowledge of evidence-based teaching and learning principles.
Methods
Preservice teachers (N = 29) completed an online survey that measured their knowledge and beliefs about the brain and learning, including belief in neuromyths, and their knowledge of evidence-based teaching and learning principles.
Results
Pre-service teachers commonly endorsed several neuromyths, consistent with prior research. There was a strong positive correlation between participants’ knowledge and beliefs about the brain and learning, and knowledge of evidence-based teaching and learning principles.
Discussion
Our findings suggest that new teachers with better knowledge of the brain and learning may also have more knowledge of evidence-based principles, though more research is needed to determine their impact on teaching.
{"title":"Neuroscience literacy and evidence-based practices in pre-service teachers: A pilot study","authors":"Kristin Simmers, Ido Davidesco","doi":"10.1016/j.tine.2024.100228","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100228","url":null,"abstract":"<div><h3>Aim</h3><p>K-12 educators are susceptible to “neuromyths” or misconceptions about the brain and learning, yet how these beliefs relate to practice is not yet understood. This exploratory pilot study investigated how knowledge and beliefs about the brain and learning relate to knowledge of evidence-based teaching and learning principles.</p></div><div><h3>Methods</h3><p>Preservice teachers (<em>N</em> = 29) completed an online survey that measured their knowledge and beliefs about the brain and learning, including belief in neuromyths, and their knowledge of evidence-based teaching and learning principles.</p></div><div><h3>Results</h3><p>Pre-service teachers commonly endorsed several neuromyths, consistent with prior research. There was a strong positive correlation between participants’ knowledge and beliefs about the brain and learning, and knowledge of evidence-based teaching and learning principles.</p></div><div><h3>Discussion</h3><p>Our findings suggest that new teachers with better knowledge of the brain and learning may also have more knowledge of evidence-based principles, though more research is needed to determine their impact on teaching.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"35 ","pages":"Article 100228"},"PeriodicalIF":3.3,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949324000097/pdfft?md5=11c13f8dddec7d743766715c39d95468&pid=1-s2.0-S2211949324000097-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140909884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-01Epub Date: 2024-05-04DOI: 10.1016/j.tine.2024.100230
Angélica Mendes, Samuel Greiff, Katarzyna Bobrowicz
Background: Individual differences in commitment to lifelong learning, a process aimed at seizing opportunities for self-development, have not been extensively studied. Objective: Our aim is to provide a comprehensive understanding of the decision-making mechanisms involved in pursuing learning for self-development. Method: We conducted a literature review on the taxing nature of cognitive exertion and its impact on the inclination to engage in cognitively demanding tasks for learning, as well as individual differences in sensitivity to aversive or rewarding outcomes inherent in the learning process. Results: Our findings indicate that the Expected Value of Control (EVC) theory can elucidate the former, while research on approach-avoidance motivation can shed light on the latter. Conclusion: We propose and develop an integrated framework that incorporates both lines of research. This framework holds relevance for neuropsychology, experimental psychology, and education psychology, offering theoretical guidance for tailoring learning experiences to enhance engagement and commitment to self-development.
{"title":"Approaching lifelong learning: An integrated framework for explaining decision-making processes in personal and professional development","authors":"Angélica Mendes, Samuel Greiff, Katarzyna Bobrowicz","doi":"10.1016/j.tine.2024.100230","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100230","url":null,"abstract":"<div><p><em>Background</em>: Individual differences in commitment to lifelong learning, a process aimed at seizing opportunities for self-development, have not been extensively studied. <em>Objective</em>: Our aim is to provide a comprehensive understanding of the decision-making mechanisms involved in pursuing learning for self-development. <em>Method:</em> We conducted a literature review on the taxing nature of cognitive exertion and its impact on the inclination to engage in cognitively demanding tasks for learning, as well as individual differences in sensitivity to aversive or rewarding outcomes inherent in the learning process. <em>Results</em>: Our findings indicate that the Expected Value of Control (EVC) theory can elucidate the former, while research on approach-avoidance motivation can shed light on the latter. <em>Conclusion</em>: We propose and develop an integrated framework that incorporates both lines of research. This framework holds relevance for neuropsychology, experimental psychology, and education psychology, offering theoretical guidance for tailoring learning experiences to enhance engagement and commitment to self-development.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"35 ","pages":"Article 100230"},"PeriodicalIF":3.3,"publicationDate":"2024-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140948494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-01Epub Date: 2024-01-15DOI: 10.1016/j.tine.2024.100220
Anssi Vanhala , Anna Widlund , Johan Korhonen , Eero A. Haapala , Arja Sääkslahti , Pirjo Aunio
Background: Physical activity, fundamental motor skills, executive functions and early numeracy have shown to be related, but very little is known about the developmental relations of these factors.
Procedure: We followed 317 children (3–6 years) over two years. Fundamental motor skills and executive functions (inhibition+switching, updating) were measured at all time points (T1, T2, T3) and physical activity at T1 and early numeracy at T3.
Main findings: Children with better fundamental motor skills at T1 developed slower in inhibition and switching. Fundamental motor skills developed faster in children who had better initial inhibition and switching ability. Vigorous physical activity at T1 was associated with a weaker initial inhibition and switching. The initial level and the developmental rate of updating were related to better early numeracy skills.
Conclusions: Findings indicate that fundamental motor skills and executive functions are developmentally related, and updating is an important predictor for early numeracy in preschoolers.
{"title":"Developmental associations of fundamental motor skills and executive functions in preschoolers — The role of the physical activity and the effects on early numeracy","authors":"Anssi Vanhala , Anna Widlund , Johan Korhonen , Eero A. Haapala , Arja Sääkslahti , Pirjo Aunio","doi":"10.1016/j.tine.2024.100220","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100220","url":null,"abstract":"<div><p><em>Background:</em> Physical activity, fundamental motor skills, executive functions and early numeracy have shown to be related, but very little is known about the developmental relations of these factors.</p><p><em>Procedure:</em> We followed 317 children (3–6 years) over two years. Fundamental motor skills and executive functions (inhibition+switching, updating) were measured at all time points (T1, T2, T3) and physical activity at T1 and early numeracy at T3.</p><p><em>Main findings:</em> Children with better fundamental motor skills at T1 developed slower in inhibition and switching. Fundamental motor skills developed faster in children who had better initial inhibition and switching ability. Vigorous physical activity at T1 was associated with a weaker initial inhibition and switching. The initial level and the developmental rate of updating were related to better early numeracy skills.</p><p><em>Conclusions:</em> Findings indicate that fundamental motor skills and executive functions are developmentally related, and updating is an important predictor for early numeracy in preschoolers.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"34 ","pages":"Article 100220"},"PeriodicalIF":3.3,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949324000012/pdfft?md5=e91e63adebee1d00cc9954bd0070388a&pid=1-s2.0-S2211949324000012-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139503644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-01Epub Date: 2024-02-01DOI: 10.1016/j.tine.2024.100221
Po-yin Tsang, Gill Althia Francis, Elpis Pavlidou
Background
Educational neuromyths are known to exist amongst teachers in Western countries, and some researchers argue that neuromyths may affect classroom teaching.
Method
An online survey was designed and distributed to sixty-four Hong Kong inclusive education teachers. Descriptive statistics, Pearson's correlation, Hierarchical Multiple Regression, and Thematic analysis were used to analyzed the collected data.
Results
First, there is a relatively low prevalence of neuromyths among Hong Kong teachers. Second, neuromyths were not significantly correlated with inclusive teachers' instructional practices. Third, teachers’ general knowledge of the brain was significantly correlated with neuromyths and is a significant predictor of neuromyths. Fourth, the work-related stress of teachers was the main barrier to learning about neuroscience and adopting evidence-based practices in classroom teaching in Hong Kong.
Conclusion
Our findings raise awareness of environmental and cultural factors that need to be considered and might affect the prevalence of neuromyths studies in non-WEIRD contexts.
{"title":"Educational neuromyths and instructional practices: The case of inclusive education teachers in Hong Kong","authors":"Po-yin Tsang, Gill Althia Francis, Elpis Pavlidou","doi":"10.1016/j.tine.2024.100221","DOIUrl":"https://doi.org/10.1016/j.tine.2024.100221","url":null,"abstract":"<div><h3>Background</h3><p>Educational neuromyths are known to exist amongst teachers in Western countries, and some researchers argue that neuromyths may affect classroom teaching.</p></div><div><h3>Method</h3><p>An online survey was designed and distributed to sixty-four Hong Kong inclusive education teachers. Descriptive statistics, Pearson's correlation, Hierarchical Multiple Regression, and Thematic analysis were used to analyzed the collected data.</p></div><div><h3>Results</h3><p>First, there is a relatively low prevalence of neuromyths among Hong Kong teachers. Second, neuromyths were not significantly correlated with inclusive teachers' instructional practices. Third, teachers’ general knowledge of the brain was significantly correlated with neuromyths and is a significant predictor of neuromyths. Fourth, the work-related stress of teachers was the main barrier to learning about neuroscience and adopting evidence-based practices in classroom teaching in Hong Kong.</p></div><div><h3>Conclusion</h3><p>Our findings raise awareness of environmental and cultural factors that need to be considered and might affect the prevalence of neuromyths studies in non-WEIRD contexts.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"34 ","pages":"Article 100221"},"PeriodicalIF":3.3,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949324000024/pdfft?md5=465567d499a152c8f86efb23bfbb6edd&pid=1-s2.0-S2211949324000024-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139682383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-01Epub Date: 2023-11-23DOI: 10.1016/j.tine.2023.100219
Eva Bei , Dimitris Argiropoulos , Jo Van Herwegen , Oriana Incognito , Laura Menichetti , Christian Tarchi , Chiara Pecini
Background: Neuromyths are commonly held misconceptions about the brain, often generated by a misunderstanding of scientifically established facts. To date, limited research has explored the pervalence of neuromyths about neurodevelopmental disorders in the teacher population. Method: The current study investigated the prevalence of teachers’ general and neurodevelopmental neuromyths among 820 Italian teachers. Results: Italian teachers correctly identified 73% of general neuromyths and 70% of neurodevelopmental neuromyths. The difference between general and neurodevelopmental neuromyths endorsement was significant. Frequency of accessing relevant information emerged as a protective factor. A mediation analysis showed that higher need for cognition was significantly associated with a higher frequency of accessing relevant information about the brain, which in turn led to lower endorsement of neuromyths. Conclusion: In line with our findings, we suggest that teachers can benefit from neuroeducation initiatives aimed to enhance neuroscience literacy in both the initial education and continuous professional development of teachers.
{"title":"Neuromyths: Misconceptions about neurodevelopment by Italian teachers.","authors":"Eva Bei , Dimitris Argiropoulos , Jo Van Herwegen , Oriana Incognito , Laura Menichetti , Christian Tarchi , Chiara Pecini","doi":"10.1016/j.tine.2023.100219","DOIUrl":"https://doi.org/10.1016/j.tine.2023.100219","url":null,"abstract":"<div><p>Background: Neuromyths are commonly held misconceptions about the brain, often generated by a misunderstanding of scientifically established facts. To date, limited research has explored the pervalence of neuromyths about neurodevelopmental disorders in the teacher population. Method: The current study investigated the prevalence of teachers’ general and neurodevelopmental neuromyths among 820 Italian teachers. Results: Italian teachers correctly identified 73% of general neuromyths and 70% of neurodevelopmental neuromyths. The difference between general and neurodevelopmental neuromyths endorsement was significant. Frequency of accessing relevant information emerged as a protective factor. A mediation analysis showed that higher need for cognition was significantly associated with a higher frequency of accessing relevant information about the brain, which in turn led to lower endorsement of neuromyths. Conclusion: In line with our findings, we suggest that teachers can benefit from neuroeducation initiatives aimed to enhance neuroscience literacy in both the initial education and continuous professional development of teachers.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"34 ","pages":"Article 100219"},"PeriodicalIF":3.3,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949323000224/pdfft?md5=1bdbae9e8bdcd7451db7fe706f795354&pid=1-s2.0-S2211949323000224-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138484899","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-01Epub Date: 2023-10-31DOI: 10.1016/j.tine.2023.100218
Stephanie Armstrong-Gallegos , Jo Van Herwegen , Vania Figueroa Ipinza
Misconceptions about how the brain works (neuromyths) are shown to be common among educators, but little is known about neurodevelopmental disorders (NDDs) neuromyths. Here, we explored the prevalence of both general and neurodevelopmental disorders neuromyths in Chilean teachers and other educational professionals. One hundred forty-four participants answered an online neuroscience knowledge, interest, and training questionnaire. Regression analysis showed that both teachers and non-teachers endorsed more neuromyths related to NDDs compared to general neuromyths and that familiarity with the NDDs but not necessarily neuroscience training or interest plays an important role in the endorsement of these neuromyths. The findings indicate that dyscalculia is the least known neurodevelopmental disorder. Although inclusion politics demand training for all educational actors, the current findings suggest effective translational efforts between neuroscience and education fields should continue.
{"title":"Neuromyths about neurodevelopmental disorders in Chilean teachers","authors":"Stephanie Armstrong-Gallegos , Jo Van Herwegen , Vania Figueroa Ipinza","doi":"10.1016/j.tine.2023.100218","DOIUrl":"https://doi.org/10.1016/j.tine.2023.100218","url":null,"abstract":"<div><p>Misconceptions about how the brain works (neuromyths) are shown to be common among educators, but little is known about neurodevelopmental disorders (NDDs) neuromyths. Here, we explored the prevalence of both general and neurodevelopmental disorders neuromyths in Chilean teachers and other educational professionals. One hundred forty-four participants answered an online neuroscience knowledge, interest, and training questionnaire. Regression analysis showed that both teachers and non-teachers endorsed more neuromyths related to NDDs compared to general neuromyths and that familiarity with the NDDs but not necessarily neuroscience training or interest plays an important role in the endorsement of these neuromyths. The findings indicate that dyscalculia is the least known neurodevelopmental disorder. Although inclusion politics demand training for all educational actors, the current findings suggest effective translational efforts between neuroscience and education fields should continue.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"33 ","pages":"Article 100218"},"PeriodicalIF":3.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92026711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-01Epub Date: 2023-10-15DOI: 10.1016/j.tine.2023.100217
Venera Gashaj , Qendresa Thaqi , Fred W. Mast , Claudia M. Roebers
Background
Mathematics achievement is pivotal in shaping children's future prospects. Cognitive skills (numeracy), feelings (anxiety), and the social environment (home learning environment) influence early math development.
Method
A longitudinal study involved 85 children (mean age T1 = 6.4 years; T2 = 7.9) to explore these predictors holistically. Data were collected on early numeracy skills, home learning environment, math anxiety, and their impact on various aspects of math.
Results
The study found that early numeracy skills, home learning environment, and math anxiety significantly influenced math school achievement. However, they affected written computation, sequences, and comparisons differently. Early numeracy skills strongly predicted overall achievement and comparison subtest performance.
Conclusion
These findings underscore the substantial role of math anxiety and home learning environment in children's math achievement. The study emphasizes the need to consider the selective impacts of these factors in future research, shedding light on the multifaceted nature of mathematics achievement determinants.
{"title":"Foundations for future math achievement: Early numeracy, home learning environment, and the absence of math anxiety","authors":"Venera Gashaj , Qendresa Thaqi , Fred W. Mast , Claudia M. Roebers","doi":"10.1016/j.tine.2023.100217","DOIUrl":"https://doi.org/10.1016/j.tine.2023.100217","url":null,"abstract":"<div><h3>Background</h3><p>Mathematics achievement is pivotal in shaping children's future prospects. Cognitive skills (numeracy), feelings (anxiety), and the social environment (home learning environment) influence early math development.</p></div><div><h3>Method</h3><p>A longitudinal study involved 85 children (mean age T1 = 6.4 years; T2 = 7.9) to explore these predictors holistically. Data were collected on early numeracy skills, home learning environment, math anxiety, and their impact on various aspects of math.</p></div><div><h3>Results</h3><p>The study found that early numeracy skills, home learning environment, and math anxiety significantly influenced math school achievement. However, they affected written computation, sequences, and comparisons differently. Early numeracy skills strongly predicted overall achievement and comparison subtest performance.</p></div><div><h3>Conclusion</h3><p>These findings underscore the substantial role of math anxiety and home learning environment in children's math achievement. The study emphasizes the need to consider the selective impacts of these factors in future research, shedding light on the multifaceted nature of mathematics achievement determinants.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"33 ","pages":"Article 100217"},"PeriodicalIF":3.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2211949323000200/pdfft?md5=4a0181a49d808d23cc687f20f6af3c05&pid=1-s2.0-S2211949323000200-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92131801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-01Epub Date: 2023-09-17DOI: 10.1016/j.tine.2023.100214
Mirna Nachouki, Elfadil A. Mohamed, Riyadh Mehdi, Mahmoud Abou Naaj
Background
Universities need to find strategies for improving student retention rates. Predicting student academic performance enables institutions to identify underachievers and take appropriate actions to increase student completion and lower dropout rates.
Method
In this work, we proposed a model based on random forest methodology to predict students' course performance using seven input predictors and find their relative importance in determining the course grade. Seven predictors were derived from transcripts and recorded data from 650 undergraduate computing students.
Results
Our findings indicate that grade point average and high school score were the two most significant predictors of a course grade. The course category and class attendance percentage have equal importance. Course delivery mode does not have a significant effect.
Conclusion
Our findings show that courses students at risk find challenging can be identified, and appropriate actions, procedures, and policies can be taken.
{"title":"Student course grade prediction using the random forest algorithm: Analysis of predictors' importance","authors":"Mirna Nachouki, Elfadil A. Mohamed, Riyadh Mehdi, Mahmoud Abou Naaj","doi":"10.1016/j.tine.2023.100214","DOIUrl":"https://doi.org/10.1016/j.tine.2023.100214","url":null,"abstract":"<div><h3>Background</h3><p>Universities need to find strategies for improving student retention rates. Predicting student academic performance enables institutions to identify underachievers and take appropriate actions to increase student completion and lower dropout rates.</p></div><div><h3>Method</h3><p>In this work, we proposed a model based on random forest methodology to predict students' course performance using seven input predictors and find their relative importance in determining the course grade. Seven predictors were derived from transcripts and recorded data from 650 undergraduate computing students.</p></div><div><h3>Results</h3><p>Our findings indicate that grade point average and high school score were the two most significant predictors of a course grade. The course category and class attendance percentage have equal importance. Course delivery mode does not have a significant effect.</p></div><div><h3>Conclusion</h3><p>Our findings show that courses students at risk find challenging can be identified, and appropriate actions, procedures, and policies can be taken.</p></div>","PeriodicalId":46228,"journal":{"name":"Trends in Neuroscience and Education","volume":"33 ","pages":"Article 100214"},"PeriodicalIF":3.3,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49724794","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}