Cognitive Learning Strategies Research Articles

The effects of language learning strategies instruction based on learning styles on reading comprehension

This article aims to reveal the results of an experimental study aiming to identify the effects of language learning strategies instruction (LLSI henceforth) based on learning styles on reading comprehension of EFL learners at the preparatory school of a state university in Turkey. 52 preparatory school students were given strategy instruction based on learning styles throughout an entire learning level (5 weeks) to help improve their reading comprehension ability. For that purpose, two cognitive learning strategies, namely note-taking and summarizing, were taught to learners. At the beginning of the study, students’ learning styles were identified using The Kolb Learning Style Inventory (Version 3.1, Kolb & Kolb, 2005b). The reading course that incorporated strategy instruction included teaching and practicing note-taking and summarizing strategies which match with identified learning styles. To help maximize the benefit of strategy instruction based on learning styles, the 4MAT Model (McCarthy, 1990) which includes four basic quadrants, each representing a learning style, was used for planning classes and learning activities. The effects of LLSI based on learning styles were analyzed through a pretest- posttest design. In order to assess to what extent reading strategies instruction based on learning styles increased students’ comprehension of reading texts in the experiment group, paired sample t-test was used. On the other hand, the differences between the experiment and the control group were examined using independent sample t-test. The results showed that there was statistically significant difference between the post test results of the experiment and the control groups and LLSI was effective in terms of improving students’ reading ability and increasing their comprehension of reading texts.

O ensino de estratégias de aprendizagem por integração curricular na disciplina de biologia: uma experiência pedagógica

Este trabalho relata a experiência de uma intervenção por integração curricular, realizada por meio do ensino de estratégias de aprendizagem, envolvendo 26 alunos que cursavam a disciplina de Biologia no 3º ano do Ensino Médio. Esta intervenção é caracterizada como um método em que o professor pode inserir o ensino de estratégias de aprendizagem junto ao conteúdo de sua disciplina, aliada à estrutura curricular. Com a duração de um semestre letivo, o processo de intervenção compreendeu 36 horas/aulas dispostas em 13 sessões interventivas, organizadas de acordo com o conteúdo a ser ministrado. Foi priorizado o ensino de estratégias de aprendizagem cognitivas devido aos resultados obtidos após a aplicação de uma escala em estratégias de aprendizagem. Após a realização da experiência, observou-se uma mudança positiva no comportamento dos alunos frente às atividades de aprendizagem e foi constatada a importância do domínio dos conteúdos e dos saberes inerentes às estratégias de aprendizagem e a possibilidade de inclusão do ensino de tais estratégias no ensino médio pelo método de integração curricular a fim de promover a autorregulação e o desenvolvimento de alunos mais autônomos, estratégicos e motivados.

Examining Procrastination among University Students through the Lens of the Self-Regulated Learning Model.

Generally considered as a prevalent occurrence in academic settings, procrastination was analyzed in association with constructs such as self-efficacy, self-esteem, anxiety, stress, and fear of failure. This study investigated the role played by self-regulated learning strategies in predicting procrastination among university students. To this purpose, the relationships of procrastination with cognitive and metacognitive learning strategies and time management were explored in the entire sample, as well as in male and female groups. Gender differences were taken into account due to the mixed results that emerged in previous studies. This cross-sectional study involved 450 university students (M = 230; F = 220; Mage = 21.08, DS = 3.25) who completed a self-reported questionnaire including a sociodemographic section, the Tuckman Procrastination Scale, the Time Management Scale, and the Metacognitive Self-Regulation and Critical Thinking Scales. Descriptive and inferential analyses were applied to the data. The main findings indicated that temporal and metacognitive components play an important role in students’ academic achievement and that, compared to females, males procrastinate more due to poor time management skills and metacognitive strategies. Practical implications were suggested to help students to overcome their dilatory behavior.

The Fallacy of Teaching and the Illusion of Learning: Improving Articulation of Basic Science in the Medical School Curriculum.

Despite calls from educators to re-engineer how faculty deliver medical student curricula with integrated basic science concepts, this content is still frequently disarticulated from other curricular components. We renewed our curriculum using evidence-based pedagogical and cognitive learning strategies to interleave basic science across the 4-year curriculum.

A descriptive study on ESL learners’ vocabulary knowledge through cognitive and metacognitive strategies

The present research was carried out to study the cognitive and metacognitive vocabulary learning strategies of 36 ESL learners’. Schmitt’s Vocabulary Learning Strategies questionnaire was used to conduct the study. The study revealed the subsequent array of cognitive and metacognitive strategies employed by ESL learners. Additionally, semi-structured interviews were also conducted with 10 ESL learners’ who completed the questionnaire to get more reliable information about learners’ strategies with vocabulary learning. The findings indicated that ‘Using English Language Media’, ‘Verbal repetition’, ‘Take notes in class’ were the most popular strategies, whereas ‘Skip or pass new word’ and ‘Put English labels on physical objects’ were least used. The results of this paper provide many implications for English language teaching. Detailed explanations of the participants’ cognitive and metacognitive strategies were given in the discussion.

APPLYING COGNITIVE LEARNING STRATEGY IN DEVELOPING THE STUDENTS’ SPEAKING ABILITY

This research aimed to examine the types of cognitive learning strategy that the students employed in developing their ability to speak English. This research applied quantitative descriptive and experimental research method. Data were analyzed by descriptive presentation and statistical analysis of t test. This research was carried out at the second year of SMA 2 Sinjai. They are all selected by using random sampling by number of students as sample of 30 students. The researcher conducted questionnaire to capture data about type of cognitive learning strategy used by the students. The result showed that, on average 58.04 % of all respondents using cognitive learning strategy, and 70 % or 21 of the 30 respondents used the practice to overcome the difficulties speaking. The analysis with the formula t test showed that, applying the cognitive learning strategy had significant positive impact on developing the learners’ ability to speak English. This was indicated by the average value before and after treatment (73 and 85.25) and obtained the distribution t table 2.000 with t calculate 5.467 obtained greater than t table.

Applying cognitive dynamic learning strategies for margins reduction in operational optical networks

Today's optical transport networks are complex already and the support of the new arising services will further increase such complexity. Traditional deterministic network procedures will need to be revisited, especially their operations. Network Operators will require more dynamic approaches to get the best out of their infrastructure. In this context, cognition and machine learning techniques can provide innovative management solutions for traditional telecom operators. In this paper, we explore a dynamic cognitive approach to improve the adaption of Network Operators' operational processes to the new digital age. We propose a dynamic strategy considering the Case-Base Reasoning (CBR) technique for helping to reduce overall costs by optimizing operation margins. In this way, highly competitive exploitation methods to support new services can be deployed. The proposed dynamic algorithms can achieve higher transmitted power efficiency, up to 20% versus previously proposed static solutions, prolonging the transceivers' lifetime and thus addressing telco operator costs reduction.

Impact of Knowledge Adoption and Cognitive Learning in the Knowledge Transfer Process

This study aims to investigate the influence of knowledge adoption (intention to adopt knowledge) and cognitive learning in the knowledge transfer process. The moderating impact of cognitive learning strategy is also explored. Building on cognitive learning theories, a model was developed to examine the knowledge recipient's intention to adopt knowledge and his/her cognitive learning. As this study follows quantitative approach, the model was tested empirically using a survey of 615 white-collar workers in Thailand. The results show that higher knowledge recipient's intention to adopt knowledge can enhance his/her cognitive learning. The results also show that utilizing cognitive learning strategy may only be suitable for some groups of knowledge recipients. Based on the study's findings, management teams can understand the importance of employees' intention to adopt knowledge in their learning of the transferred knowledge. Moreover, management teams can understand how to utilize the cognitive learning strategy for employees with different intentions to adopt knowledge.

The Application of Cognitive Teaching and Learning Strategies to Instruction in Medical Education

The purpose of this study was to examine teaching strategies from cognitive learning theory applied to medical education and to present specific applications of the strategies and cases. The results of this study yielded (1) seven teaching strategies and specific sample activities that instructors can use based on learning processes in medical schools; (2) nine instructional events to which cognitive learning strategies were applied; (3) principles of curriculum design from a cognitive perspective; and (4) instruction cases employing cognitive teaching strategies. Cognitive learning theory has two implications: first, if instructors in medical schools apply the results of the study to design a class and curriculum, it would be possible for them to minimize cognitive loading of the learners that may stem from ineffective teaching strategies or curricula; second, cognitive teaching strategies that seek improvement in thinking skills could provide useful teaching strategies for medical education, which aims to develop experts with high-level thinking processes. In this sense, cognitive learning theory is not an out-of-date learning theory, but one that can be effectively applied in current medical education.

Applying The Cognitive Style-Based Learning Strategy in Elementary Schools to Improve Students Science Process Skills

Science process skills play an important role in the advancement of society because they contribute to the emergence of new knowledge and technology. In this study, researchers analyzed the effectiveness of the cognitive style-based learning strategy (CSBLS) in improving elementary students’ science process skills. The CSBLS was implemented over five weeks in science classes at two elementary schools in Indonesia and evaluated using a pre-test-post-test method. The results showed that, overall, the students’ science process skills increased from “poor” to “good” level. The weakest science process skill identified in the students was the ability to conduct experiments, including stating hypotheses or operational questions to be tested, identifying and controlling variables, and making operational definitions. The study demonstrates that the CSBLS accommodates students with different levels of cognitive development and cognitive styles (e.g., field dependent and field independent) to optimally improve their science process skills, providing a significant contribution to elementary education.

Subjective data, objective data and the role of bias in predictive modelling: Lessons from a dispositional learning analytics application.

For decades, self-report measures based on questionnaires have been widely used in educational research to study implicit and complex constructs such as motivation, emotion, cognitive and metacognitive learning strategies. However, the existence of potential biases in such self-report instruments might cast doubts on the validity of the measured constructs. The emergence of trace data from digital learning environments has sparked a controversial debate on how we measure learning. On the one hand, trace data might be perceived as "objective" measures that are independent of any biases. On the other hand, there is mixed evidence of how trace data are compatible with existing learning constructs, which have traditionally been measured with self-reports. This study investigates the strengths and weaknesses of different types of data when designing predictive models of academic performance based on computer-generated trace data and survey data. We investigate two types of bias in self-report surveys: response styles (i.e., a tendency to use the rating scale in a certain systematic way that is unrelated to the content of the items) and overconfidence (i.e., the differences in predicted performance based on surveys' responses and a prior knowledge test). We found that the response style bias accounts for a modest to a substantial amount of variation in the outcomes of the several self-report instruments, as well as in the course performance data. It is only the trace data, notably that of process type, that stand out in being independent of these response style patterns. The effect of overconfidence bias is limited. Given that empirical models in education typically aim to explain the outcomes of learning processes or the relationships between antecedents of these learning outcomes, our analyses suggest that the bias present in surveys adds predictive power in the explanation of performance data and other questionnaire data.

Interlanguage Pragmatic Learning Strategies (IPLS) as Predictors of L2 Social Identity: A Case of Iranian Upper-Intermediate and advanced EFL Learners

Interlanguage pragmatic learning strategies (IPLS) as particularly tailored language learning strategies for acquiring L2 pragmatic knowledge have been recently paid paramount attention in the pragmatics literature. These strategies are, therefore, related to some other social variables which are central to pragmatic development such as L2 social identity. Because of the importance of the IPLS and the rarity of research about the relationship between IPLS and with L2 social identity as a highly pragmatic-oriented variable, the current study tried to investigate the contribution of various forms of IPLS to L2 social identity among a randomly selected sample of 125 upper-intermediate to advanced EFL learners at a state university in Iran. During the two-phased data collection procedure, first, the participants filled out Locastro’s (2001) L2 social identity questionnaire, and then Malmir and Tajeddin’s (2015) IPLS inventory in two subsequent sessions. Data analysis using multiple regression revealed that all types of IPLS were significant contributors to L2 social identity except for the memory IPLS. Among the other five types of IPLS, social IPLS was a significant and strong contributor to L2 social identity. Affective and compensatory IPLS were significant moderate contributors to L2 social identity; however, metacognitive and cognitive interlanguage pragmatic learning strategies were weak albeit significant predictors of Iranian EFL learners’ social identity in English as an L2. The results of this study imply that L2 teachers can enhance social identity among the learners by fostering the knowledge of various forms of IPLS.

Factors that Influence Learning Strategy Use among Senior High School Economics Students in Ghana: A Quantitative Approach

The purpose of this study was to investigate factors that influence Senior High School (SHS) economics students’ use of learning strategies. We conducted the study using 668 final year economics students drawn from 24 public and private SHSs in the Central Region of Ghana. A questionnaire was used to collect data, which was analyzed using multiple regression analysis. The results showed that learning style and teaching method influence students’ choice of cognitive learning strategies. Also, learning styles, teaching method, motivation to study the subject, and student-status significantly influence students’ use of metacognitive strategies. Finally, the study showed that learning style, teaching method, motivation, student-status, and school-type significantly explain variability in resource management learning strategies of Economics students. The study, therefore, suggested that teachers should adopt practices that actively engage students in a class. Also, teachers, heads, and parents of students should motivate students to develop an interest in studying economics. Also, the study recommended that government and school authorities should formulate and implement policies that provide similar learning opportunities for day and boarding students since all students irrespective of their status, require equal opportunities to unearth their learning potentials. Finally, based on the findings, a conceptual model was developed to enhance learner autonomy through the use of metacognitive strategies. https://doi.org/10.26803/ijlter.19.5.10

Confused, now what? A Cognitive-Emotional Strategy Training (CEST) intervention for elementary students during mathematics problem solving

We developed a cognitive-emotional strategy training (CEST) intervention to teach fifth-grade students (N = 57) self-regulated learning strategies that can be used when confusion is experienced during mathematics problem solving in addition to strategies they can implement during learning to help solve them. Fifth-grade students were randomly assigned to the intervention condition or the control condition. A think-emote-aloud protocol was administered to capture self-regulatory processes and emotions as students solved a complex mathematics problem. Using an explanatory mixed methods design, results revealed that, compared to students in the control condition, students who received the intervention scored significantly higher on the mathematics problem, implemented more cognitive and metacognitive learning strategies across the four phases of self-regulated learning, expressed more positive emotions and fewer negative emotions, and were better able to regulate and resolve their confusion when it occurred. These results extend previous findings from the strategy instruction literature by incorporating consideration of the role of emotions during learning.

Using cognitive strategies overcomes cognitive load in online learning environments

Purpose This study aims to look at the relationship between extraneous cognitive load and germane cognitive load and how the use of cognitive learning strategies might moderate the relationship. Design/methodology/approach This present study used survey data (n = 440) from randomly selected students taking large online classes in South Korea. Findings This research found a negative relationship between extraneous and germane loads. Furthermore, this study found that the use of cognitive strategies moderates this relationship. This shows that the use of cognitive strategies can help overcome unclear instruction and help to produce higher levels of student learning. Originality/value Within online learning environments, the degree to which nonessential information contributes to cognitive overload among learners becomes an important area of investigation, along with the ways in which learning strategies can mitigate some of this overload.

Cognitive Flexibility Levels, Learning Approaches and Learning Strategies of The Medical Students

Purpose: This study aims to investigate university students’ cognitive flexibility level, learning approaches and strategies they use as well as the relations between these approaches and strategies.Instrument and Method: In this study, exploratory design mixed research method was applied. In the quantitative part of the study, students’ cognitive flexibility levels, learning approaches, and strategies they use were investigated and the relations among them were determined. In the qualitative part of the study, 12 student-centered interviews, of both semesters, were conducted with those who had high and low grades from cognitive flexibility, learning approaches and learning strategies scale. In the quantitative part of the study, 626 students of medical school from I. year to the VI and in the qualitative part, the 12 students who were in the focus group formed the study group. The data were collected via cognitive flexibility, learning approaches and learning strategies scale.Findings: In the study it was revealed that medical faculty students’ cognitive flexibility level was high; students had both deep and surface learning approaches while deep learning approaches were higher than surface ones to a certain extent, students benefited from each of socio-emotional, sense-making, repetition and attention learning strategies. Male students’ surface learning tendency is higher than that of the female. The female students use attention learning strategy more than the male ones do. The students that took part in the study claimed that the examinations did not measure their learning degree and forced them to towards “memorizing information”.Results: While using deep learning approach and surface learning approach at a high quantity may seem as a contradiction, focus group interviews have shown that education system gives some messages to students: “If you study deeply, it is not certain to pass; but if you memorize, it is clear: Success!”. When cognitive flexibility increases, the usage of socio-emotional learning strategy also increases. When deep learning approach increases, the use of socio-emotional learning strategy, sense-making learning strategy and repetition learning strategy increases.

Improving the use of ICT through online professional development platform based on metacognitive strategies

In this study, it is aimed to developing an online professional development practice to support teachers’ use of ICT. The study was conducted as an action research. Within the scope of action research, the data collection/analysis process, the situation and problems have been identified and the action/implementation plan has been developed. Within the scope of the action/implementation plan, the process of structuring the professional development programme and the development of the online learning environment was carried out. The study group consists of teachers with different ICT usage competency levels, professional experiences and branches. The data were collected through different data collection tools, which were personal information form, semi-structured interview forms and valid and reliable scales. As a result of the study, it was determined that the online professional development practice contributed positively to teachers’ use of ICT and the use of meta cognitive learning strategies. In this context, an online professional development model has been proposed that can support the use of ICT in the teaching–learning process in the context of developing ICT knowledge and skills, using meta cognitive learning strategies, and awareness of new technologies. Keywords: Online learning, ICT, professional development, metacognition, technology use.

Improving fraction understanding in sixth graders with mathematics difficulties: Effects of a number line approach combined with cognitive learning strategies.

The effectiveness of an experimental middle school fraction intervention was evaluated. The intervention was centered on the number line and incorporated key principles from the science of learning. Sixth graders (N = 51) who struggled with fraction concepts were randomly assigned at the student level to the experimental intervention (n = 28) or to a business-as-usual control who received their school’s intervention (n = 23). The experimental intervention occurred over 6 weeks (27 lessons). Fraction number line estimation, magnitude comparisons, concepts, and arithmetic were assessed at pretest, posttest, and delayed posttest. The experimental group demonstrated significantly more learning than the control group from pretest to posttest, with meaningful effect sizes on measures of fraction concepts (g = 1.09), number line estimation as measured by percent absolute error (g = −.85), and magnitude comparisons (g = .82). These improvements held at delayed posttest 7 weeks later. Exploratory analyses showed a significant interaction between classroom attentive behavior and intervention group on fraction concepts at posttest, suggesting a buffering effect of the experimental intervention on the normally negative impact of low attentive behavior on learning. A number line–centered approach to teaching fractions that also incorporates research-based learning strategies helps struggling learners to make durable gains in their conceptual understanding of fractions. (PsycINFO Database Record (c) 2020 APA, all rights reserved)

Memory and Cognitive Learning Strategies from the Teachers and Learners Perspectives

This research falls within the area of language learning strategies (LLS) in English as a foreign language (EFL). Although the impact of LLS on vocabulary learning has attracted ample of studies in the field on teaching English as a second or foreign language. However, teachers and learners’ views of LLS have not been investigated enough. To that end, this research sheds light on the adopted approaches while teaching these strategies by EFL teachers at the Higher Language Institute. It investigates whether these strategies are taught implicitly, explicitly or both. To conduct this study, the researcher applied two questionnaires: the questionnaires are used to evaluate the used memory and cognitive strategies by teachers and intermediate learners at the HLI. These instruments are applied on the sample that includes 36 intermediate and 30 EFL teachers at the HLI. The data obtained was dealt with descriptively and analytically. The findings show that the majority of teachers tend to train students to use memory and cognitive strategies implicitly. In addition, it was noticed that both teachers and learners use the same set of strategies which implies that teaching approaches has a direct impact on the used strategies by the learners.

Effects of a multi-level concept mapping-based question-posing approach on students’ ubiquitous learning performance and perceptions

The literature indicates that the use of mobile devices, wireless communication and sensing techniques can enhance students' learning in authentic environments and improve their learning effectiveness. Good learning strategy guides are essential for successful inquiry learning, and the question-posing strategy has been acknowledged as a type of high-level cognitive strategy that plays an important role in facilitating students' knowledge integration in the inquiry learning process. However, question posing seems challenging for many students and may lead to heavy cognitive load when appropriate scaffolding is not available. To solve this problem, the present research imported a concept mapping knowledge representation model as an auxiliary strategy for question-posing activities based on the research finding that visual knowledge representations are conducive to high-order thinking. It also developed a ubiquitous learning system which integrated multilevel concept mapping and question-posing strategy guidance to investigate the application effects of this learning model. A quasi-experimental design was applied, and an experiment was conducted to measure 5th graders’ learning of a plant unit of the natural science curriculum. Students in the experimental group learned with the proposed ubiquitous learning system based on the multilevel concept mapping and question-posing approach, while those in the control group learned with the ubiquitous learning system based on the question-posing approach. The results showed that the students in the experimental group significantly outperformed those in the control group from the perspectives of learning achievement and question-posing performance, but no significance was found in their cognitive load, meta-cognitive awareness, and science learning strategies.