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PubMed2001

Memory extinction, learning anew, and learning the new: dissociations in the molecular machinery of learning in cortex.

The rat insular cortex (IC) subserves the memory of conditioned taste aversion (CTA), in which a taste is associated with malaise. When the conditioned taste is unfamiliar, formation of long-term CTA memory depends on muscarinic and beta-adrenergic receptors, mitogen-activated protein kinase (MAPK), and protein synthesis. We show that extinction of CTA memory is also dependent on protein synthesis and beta-adrenergic receptors in the IC, but independent of muscarinic receptors and MAPK. This resembles the molecular signature of the formation of long-term memory of CTA to a familiar taste. Thus, memory extinction shares molecular mechanisms with learning, but the mechanisms of learning anew differ from those of learning the new.

Adrenergic beta-Antagonists↗
PubMed1988

[Studies on the development of water maze-learning ability in rats (3). Effect of the learning schedule on learning acquisition].

The effect of different learning schedules massed or distributed practice conditions (3 trials a day for 3 days), on water-filled multiple T-maze learning ability of 8-week-old SPF Wistar-Imamichi rats was investigated. Although the mean number of errors decreased day by day in both groups, the number of errors in a given day and the total number of errors in 3 days did not differ significantly between the two groups. A tendency toward a decrease in the number of errors was observed as the trials proceeded in the group with distributed practice but not in the group with massed practice. The result suggests that a certain time period for rest after each trial is necessary to acquire the memory.

Animals↗
PubMed1981

Toward independent learning: curricular design for assisting students to learn how to learn.

It must be acknowledged that a university course in medicine cannot hope to present its students with everything they need to know in order to practice a lifetime's career in the profession. Even were the course years longer, increasing the content of factual knowledge would not equip the graduate for the practice of medicine. In part this is due to the fact that medical knowledge is continually changing or being reevaluated; in addition, facts alone cannot be correlated with practical application, and the process of how to use the facts is an essential part of the study and practice of medicine. It is essential, therefore, that an undergraduate medical course, among other things, teach the students to take responsibility for and to be able to structure their own learning. If the process of continual active learning is fostered during undergraduate days, it may readily be continued by the graduate alone in the absence of his teachers. The curriculum at the new medical school at Newcastle, New South Wales, Australia, is being developed with this priority in view. This paper describes some of the principles underpinning this philosophy and how such principles are being applied.

Curriculum↗
PubMed2001

Learning preferences and learning styles: a study of Wessex general practice registrars.

BACKGROUND: Experienced trainers know that individual registrars react very differently to identical learning experiences generated during the year in practice. This divergence reflects differences in registrars' learning styles. Only one study of United Kingdom (UK) general practitioners' learning styles has been undertaken. Learning style theory predicts that matching learning preference with learning style will enhance learning. This paper researches for the first time the evidence in the setting of UK general practice. AIM: To determine, for the general practice registrars within the Wessex Region, the nature of their learning preferences and learning styles and correlations between them. DESIGN OF STUDY: A descriptive confidential postal questionnaire survey. SETTING: Fifty-seven registrars identified in the Wessex Region with a minimum experience of six months in general practice. METHOD: The questionnaire gathered demographic data (sex, age, experience in general practice, years post-registration, and postgraduate qualifications). Learning preferences were elicited using a six-point Likert scale for learning experiences. The Honey and Mumford Learning Style Questionnaire (LSQ) elicited the registrars' learning styles. A second questionnaire was sent to non-responders. RESULTS: The response rate was 74%. Registrars report that interactive learning with feedback is preferred, but more passive learning formats remain valued. A wide range of learning style scores was found. The Honey and Mumford LSQ mean scores fell within the reflector-theorist quadrant. Evidence for correlations between learning preferences and learning styles was also found, in particular for the multiple choice question and audit components of summative assessment. CONCLUSION: A wide range of registrar learning styles exists in Wessex, and initial correlations are described between learning preferences and learning styles as predicted by style theory. This work sets the stage for a shared understanding and use of learning style theory to enhance professional learning throughout a GP's career. More research is needed in this domain.

Adult↗
PubMed2003

Learning styles and academic outcome: the validity and utility of Vermunt's Inventory of Learning Styles in a British higher education setting.

BACKGROUND: Vermunt's (1994) Inventory of Learning Styles (ILS) integrates four components of learning: processing strategies, regulation strategies, mental models of learning and learning orientations. Using explanatory factor analysis, Vermunt (1998) identified four different learning styles, meaning-directed, reproduction-directed, application-directed and undirected, which displayed characteristic patterns of factor loadings across the four components of learning. AIMS: The aims of the current study were to test the generalisability of Vermunt's integrated model of learning with a sample of students from a British university and to establish whether different learning styles were associated with different academic outcomes. SAMPLE: A total of 273 students from a British university took part. METHODS: Confirmatory factor analysis was used to test Vermunt's four-factor model of learning styles and compare it with alternative models. Interrelationships between components of the ILS were examined in more detail using regression analyses. The relationship between learning style and academic outcome was also examined. RESULTS: Fit indices indicated that Vermunt's four-factor model of learning styles provided the best fit for the current sample. Path estimates associated with meaning-directed and reproduction-directed learning styles loaded across components as described by Vermunt but application-directed and undirected learning styles loaded mainly on conceptions and orientations components. Undirected learning style had a low negative association with academic performance, while the meaning-directed learning style had a low positive association with academic performance. CONCLUSIONS: Although the ILS did identify Vermunt's four learning styles, different learning environments influence the precise characteristics of each learning style.

Adult↗
PubMed2005

An explorative study into learning on international traineeships: experiential learning processes dominate.

OBJECTIVE: To explore the learning processes of undergraduate medical students undertaking international traineeships. METHODS: Semi-structured, in-depth interviews were conducted with 24 undergraduate medical students from Maastricht University Medical School, the Netherlands. The 24 subjects were selected by purposeful sampling. Research methods resembled the grounded theory method. Although the data were initially gathered for an earlier study, the richness of the data enabled renewed scrutiny. RESULTS: The data yielded the following categories concerning the description of the learning processes: motivation, preparation, internal supervisor, external supervisor, assessment, and positive and negative incidents. The majority of supervisors' influences on the learning process were facilitative or negligible. Socio-cultural differences between students and supervisors sometimes appeared to blur productive learning. The greater proportion of the students seemed to learn by 'experiential learning', a smaller proportion learned by 'active learning', and the learning of a very small minority of the students appeared to be 'guided'. DISCUSSION: Although experiential learning seemed to be the dominant learning process, it is not clear whether this is also the most fruitful approach to learning. It could be argued that structuring learning outcomes by a more active learning process might be more effective. To guide the learning process and learning outcomes, it might be advisable to develop guidelines for writing international traineeship reports. Supervision of these reports should be more co-ordinated to prevent arbitrariness and to scaffold active learning.

Consumer Behavior↗
PubMed2000

Does PBL Matter? Relations Between Instructional Context, Learning Strategies, and Learning Outcomes.

Purpose: To compare learning strategies used in Problem based learning (PBL) and lectures, and the relations between learning strategies and learning outcomes to determine how different learning strategies associated with PBL and lectures contribute to aspects of clinical competence. Design: The 52-item learning strategies questionnaire was given to preclinical medical students during lecture and PBL sessions in first and third year from 1994 to 1998. Response patterns were compared across the two contexts and factor structures investigated. Regression analyses examined relations between learning strategies and outcomes. Main Outcome Measures/Results: Comparison of responses on the 326 complete pairs of lecture and PBL questionnaires indicated differences at the 0.05 level on 44 of the 52 items. The mean differences were greater than 0.5 (on a 5 point scale) at the 0.001 level for 20 items. Of these, five strategies were used more often in PBL and 15 in lectures. Comparisons of learning strategy use across years showed significant changes with time in both instructional contexts. Principal component analysis revealed a stable factor structure with 4 factors distinctly associated with PBL and 4 factors with the lecture learning context. The remaining 6 factors were mixed and independent of context. Exploratory regression analysis revealed that learning outcomes in examinations were influenced by learning strategies. Multiple choice performance was positively predicted by learning associated with lecture class notes and negatively by group work, whereas the OSCE (objective structured clinical exam) performance was positively predicted by class participation in PBL, self-directed note making and lecture class notes. Conclusion: We have developed a learning strategies questionnaire that shows that students' learning strategies are influenced by instructional context, and patterns of learning strategy use change over time. There is tentative evidence that the students' learning strategies influence learning outcomes.

Journal Article↗
PubMed2006

Multiple learning modes in the development of performance on a rule-based category-learning task.

Behavioral and neuropsychological data suggest that multiple systems are involved in category-learning. In this paper, the existence and the development of multiple modes of learning of a rule-based category structure was examined, and features of different learning processes were identified. Data were obtained in a cross-sectional study by Raijmakers et al. [Raijmakers, M. E. J., Dolan, C. V., & Molenaar, P. C. M. (2001). Finite mixture distribution models of simple discrimination learning. Memory and Cognition, 29, 659-677], in which subjects aged 4-20 years carried out a rule-based category-learning task. Learning models were employed to investigate the development of the learning processes in the sample. The results support the hypothesis of two distinct learning modes, rather than a single general mode of learning with a continuum of appearances. One mode represents sudden rational learning by means of hypothesis testing. In the second, slow learning mode, learning also occurs suddenly as opposed to incrementally. The probability of rational learning increases with age, and seems to be related to dimension preference in the younger age groups. However, the finding of distinct learning modes does not necessarily imply that distinct learning systems are involved. Implications for the interpretation and clinical use of tasks with a category-learning component, such as the Wisconsin Card Sorting Test (WCST [Heaton, R. K., Chelune, G. J., Talley, J. L., Kay, G. G., & Curtis, G. (Eds.). (1993). Wisconsin card sorting test manual: Revised and expanded. Odessa, FL: Psychological Assessment Resources]), are discussed.

Adolescent↗
PubMed1999

Impact of the problem-based learning curriculum on the learning styles and strategies of medical students at the University of Transkei.

OBJECTIVES: This is a longitudinal cohort study of the learning styles and strategies of medical students in a problem-based, community-based curriculum as they progressed through the medical course. The purpose was to monitor and evaluate whether the programme was fulfilling the objective of producing self-directed and lifelong learners. METHODS: The short version of the Lancaster Inventory of Learning Styles was administered to the students on admission and thereafter on a yearly basis through the first 4 years of the medical course. Data were fed onto a database and subsequently analysed using a commercially available statistical package. RESULTS: 140 students (falling to 106 by year 4) were interviewed and followed up through the study period. Of the students 75% were black and 25% were of Asian descent. On admission the students had high scores for individual achievement motivation, and for meaningful learning. They had moderate scores for reproducing learning, comprehension learning, operation learning and versatile learning. They had low scores for learning pathologies, especially globetrotting and improvidence. There was no sexual difference in learning styles. Asian students had significantly higher scores for meaningful learning and for versatile learning. The effect of the problem-based curriculum was to reduce the score for individual achievement, decrease the score for fear of examinations, increase the score for operation learning, increase the score for versatile learning, increase the score for syllabus boundness, and decrease the scores for learning pathologies, especially for improvidence and globetrotting. By year 4, there was similarity in the learning styles of black and Asian students. CONCLUSION: The problem-based curriculum had a positive effect on the learning styles of the students, especially the black students.

Analysis of Variance↗
PubMed2003

"You learn and learn and learn.... and then you are an adult": parental perceptions of adolescence in contemporary Swaziland.

The developmental period of adolescence is explored in Swaziland from a multidisciplinary perspective. The study compares early anthropological research with contemporary interviews of Swazi parents. While the Swazi language, siSwati, does not have a term for "adolescent," there is evidence of a definite developmental period which could be defined as adolescence. Parents view this period as being qualitatively different from childhood and adulthood, but they also have gender-related interpretations of its nature and length. While biological maturation (especially menarche for females) is viewed as a vital step in becoming an adult, behaviors must be learned during this time (i.e., "adolescence") before one is completely of adult status.

Adolescent↗
PubMed2005

Problem-based learning and learning approach: is there a relationship?

AIM: To assess the influence of a graduate-entry PBL curriculum on individual learning style; and to investigate the relationship between learning style, academic achievement and clinical reasoning skill. METHOD: Subjects were first-year medical students completed the Study Process Questionnaire at the commencement, and again, at the end of the academic year when they also completed the Diagnostic Thinking Inventory, a measure of clinical reasoning skill. Subjects were classified on the basis of their predominant learning approach, and this was correlated with examination results and DTI score. RESULTS: There was a net shift in predominant learning approach away from deep learning towards a more surface approach over the period of the study, as well as a significant decrease in deep-learning scores. There was a statistically significant association between deep learning score and clinical reasoning skill as shown by total DTI score as well as on the structure of knowledge subscale. No correlation was found between learning approach and examination results. CONCLUSION: Although these results suggest that a deep learning approach may be beneficial in the development of clinical reasoning skill through its potential to enhance the development of knowledge representations, the substantial shift towards a surface learning approach brings into question previous conclusions that PBL curricula foster a deep approach to learning, and suggests that other factors, such as work load may be more determinants of learning approach than curriculum type. Taken together, these findings emphasise the context-dependent nature of learning approach as well as the importance of assessment as a driver of student learning and strongly suggest that further work to determine precisely the factors which influence learning approach in medical students is urgently needed.

Adult↗
PubMed2002

Learning to see the trees before the forest: reversible deactivation of the superior colliculus during learning of local and global visual features.

Previous studies have established that deactivation of the superior colliculus severely retards the normally rapid learning of pattern discriminations in the mature cat. The purpose of this study was to test the hypothesis that the midbrain plays an important role in the learning of simple pattern discriminations and that the contribution of this pathway is to the perception of global, rather than local, features of a figure. To answer this question, pattern discrimination learning was studied in three intact cats and in three experimental cats during bilateral reversible deactivation of the superficial layers of the superior colliculus (SC). The animals concurrently learned to discriminate three pairs of compound visual patterns composed of small (local element) Ts or 7s. Congruent and incongruent stimulus pairs were large (global) Ts vs. 7s comprising the same or different local elements, respectively. The random stimulus pair consisted of randomly scattered local elements (Ts vs. 7s). The animals were trained to respond to the large Ts in the congruent and incongruent pairs and the small Ts in the random pair. In the normal cats, learning of the random pair was much slower than the learning of the congruent and incongruent pairs. This finding demonstrated the theory of global precedence, because the animals learned the global features of the congruent and incongruent pairs much more quickly than the local features of the random pair. In contrast, during bilateral deactivation of the superficial layers of the SC, the learning of the incongruent pair was significantly retarded and took longer to learn than the random pair. Congruent and random pair learning rates were unchanged. The specific deficit in learning the incongruent pair indicates that the learning of global, but not local, elements of the visual pattern is impaired during deactivation of the SC. The unimpaired use of local features permitted the animals to learn the congruent and random pairs at normal rates. Therefore, deactivation of the superficial layers of the SC during pattern discrimination learning reverses the precedence for global visual features that is typical of normal learning.

Animals↗
PubMed2001

Analogy learning: a means to implicit motor learning.

Two experiments were conducted to examine the hypothesis that learning by analogy will invoke characteristics of an implicit mode of motor learning. In the first experiment, table tennis novices learned to hit forehand topspin implicitly, explicitly or by analogy. The results showed that the analogy and implicit learning groups accumulated equivalently fewer explicit rules than the explicit learning group during the learning phase. When a concurrent secondary task was added, the explicit learning group suffered from a significantly more serious performance impairment than the analogy and implicit learning groups; no significant differences were seen between the latter two groups. Self-perceived performance was correlated to actual performance in the explicit learning group but not in the analogy or the implicit learning groups. In the second experiment, the performance of an explicit learning group was found to be impaired by both a stress intervention and a thought suppression intervention, whereas the performance of an analogy learning group was not. These characteristics of analogy learning parallel those reported in the implicit learning literature, suggesting that analogy learning may be an effective method for teaching skills implicitly in sport.

Adult↗
PubMed2004

Introducing the Learning Practice--II. Becoming a Learning Practice.

RATIONALE, AIMS AND OBJECTIVES: This paper is the second of three related papers exploring the ways in which the principles of Learning Organizations (LOs) could be applied in Primary Care settings at the point of service delivery. METHODS: Based on a theoretical and empirical review of available evidence, here we introduce the process by which a Practice can start to become a Learning Practice (LP). RESULTS AND CONCLUSIONS: Steps taken to enhance both individual and organizational learning begin the process of moving towards a learning culture. Attention is given to the routines that can be established within the practice to make learning systematically an integral part of what the practice does. This involves focusing on all three of single-, double- and triple-loop learning. Within the paper, a distinction is made between individual, collective and organizational learning. We argue that individual and collective learning may be easier to achieve than organizational learning as processes and systems already exist within the Health Service to facilitate personal learning and development with some opportunities for collective and integrated learning and working. However, although organizational learning needs to spread beyond the LP to the wider Health Service to inform future training courses, policy and decision-making, there currently seem to be few processes by which this might be achieved. This paper contributes to the wider quality improvement debate in three main ways. First, by reviewing existing theoretical and empirical material on LOs in health care settings it provides both an informed vision and a set of practical guidelines on the ways in which a Practice could start to effect its own regime of learning, innovation and change. Second, it highlights the paucity of opportunities individual general practitioner practices have to share their learning more widely. Thirdly, it adds to the evidence base on how to apply LO theory and activate learning cultures in health care settings.

Guidelines as Topic↗
PubMedDate not supplied

Distribution of learning styles and preferences for learning environment characteristics among Emergency Medical Care Assistants (EMCAs) in Ontario, Canada.

INTRODUCTION: In Ontario, Canada, Emergency Medical Care Assistants (EMCAs) have many opportunities for continuing education. However, little is known about how EMCAs learn. OBJECTIVES: The intent of this study was to explore the distribution of learning styles, preferences for major learning environment characteristics, and the associations between these two factors among the EMCA population in Ontario, Canada. METHODS: Following review of the literature, a 32-item survey of learning environment characteristics was constructed to measure the respondents' preferences. Using a random number generator, 386 EMCAs were selected for participation. Each received: a) an explanatory cover letter; b) a copy of the Kolb Learning Style Inventory (LSI) questionnaire; c) a second questionnaire consisting of learning environment characteristics; and d) a stamped, return addressed envelope. Completed surveys were scored to determine the respondent's Learning Style. The LSI and Learning Environment survey results were entered into a data base and subjected to Dual Scaling analysis in order to 1) Identify the distribution of learning styles; and 2) Explore associations between styles and environmental characteristics. RESULTS: A total of 75 completed surveys were returned, each of the four styles of learning (Converger; Diverger; Assimilator; and Accommodator) were identified in the sample. Dual Scaling analysis indicated a noteworthy association (R(jt) correlation > 0.300) between learning style and 10 of the 32 environmental characteristics. The data describe the usefulness of each of the learning styles. Accommodators believed courses with a strong emphasis on practical applications and working in groups to be very useful, but were less interested in courses with a strong emphasis on theory. Assimilators felt lectures and courses with a strong emphasis on theory very useful, but were less interested in providing input into course objectives. Divergers found that a lot of verbal explanation is useful, but were less interested in working with teachers who act as coaches. Convergers believed that working with teachers who act as coaches is useful. They also preferred courses with a strong emphasis on practical applications, but were less interested in courses with a strong emphasis on theory. CONCLUSIONS: The findings in this study, provide some additional insight into the connections between learning style and elements of the learning environment, and their application may contribute to operationalizing learning theory.

Data Collection↗
PubMed2006

The interaction of implicit learning, explicit hypothesis testing learning and implicit-to-explicit knowledge extraction.

To further explore the interaction between the implicit and explicit learning processes in skill acquisition (which have been tackled before, e.g. in [Sun, R., Merrill, E., & Peterson, T. (2001). From implicit skill to explicit knowledge: A bottom-up model of skill learning. Cognitive Science, 25(2), 203-244; Sun, R., Slusarz, P., & Terry, C. (2005). The interaction of the explicit and the implicit in skill learning: A dual-process approach. Psychological Review, 112(1), 159-192]), this paper explores details of the interaction of different learning modes: implicit learning, explicit hypothesis testing learning, and implicit-to-explicit knowledge extraction. Contrary to the common tendency in the literature to study each type of learning in isolation, this paper highlights the interaction among them and various effects of the interaction on learning, including the synergy effect. This work advocates an integrated model of skill learning that takes into account both implicit and explicit learning processes; moreover, it also uniquely embodies a bottom-up (implicit-to-explicit) learning approach in addition to other types of learning. The paper shows that this model accounts for various effects in the human behavioural data from the psychological experiments with the process control task, in addition to accounting for other data in other psychological experiments (which has been reported elsewhere). The paper shows that to account for these effects, implicit learning, bottom-up implicit-to-explicit extraction and explicit hypothesis testing learning are all needed.

Algorithms↗
PubMed2005

Are students' beliefs about knowledge and learning associated with their reported use of learning strategies?

BACKGROUND: Although considerable research has examined beliefs and learning outcomes (e.g. Schommer, 1990, 1993a, 1993b; Schommer & Dunnell, 1997), little has looked at the relationship between beliefs and the actual learning process. AIMS: This research examines the relationship between beliefs about learning and knowledge, and reports of learning strategy-use relevant for successful text comprehension. SAMPLE: Participants were 81 Norwegian university students who had studied from 1 to 4 years in a range of disciplines. METHOD: Students' beliefs about knowledge and learning were measured with the Schommer Epistemological Questionnaire (SEQ; Schommer, 1998b). Learning strategies particularly useful for text-based learning were measured with the Motivated Strategies for Learning Questionnaire (MSLQ; Pintrich, Smith, Garcia, & McKeachie, 1991). A correlational analysis between measures and full regression analyses of how beliefs influence strategy selection were performed. RESULTS: Beliefs about how thoroughly knowledge is integrated in networks (simple) and how fixed the ability to learn is from birth (fixed) contributed significantly to reported strategy use: Simple to rehearsal and organizational strategies, fixed to elaboration and critical thinking strategies, and a combination of simple and fixed to strategies relevant to the thoughtful monitoring of learning tasks. Beliefs about how certain knowledge is (certain) and how quickly learning can be expected to occur (quick) were not found to contribute to reported learning- strategy use in any significant way. CONCLUSION: Some, but not all, beliefs about knowledge and learning offer insight into students' reported use of learning strategies relevant for reading course literature.

Adult↗