The Impact of Mindfulness Meditation on Educator Growth and Professional Development: A Personal Account

This study examined the use of mindfulness meditation in educator growth and professional development. The purpose was to create recommendations for an effective mindfulness meditation practice for educators. To this end, as the researcher is an educator as well as an experienced mindfulness meditation practitioner, the research methodology was self-study through narrative inquiry. The exploration of mindfulness meditation on the researcher’s personal and professional development was viewed through the lenses of Maslow’s hierarchy of needs and Mezirow’s transformational learning theory. These theories provided an analytical framework that guided this research. Themes were drawn from the exploration and connected with academic literature. The results were a mindfulness meditation framework for educators that is based on the Socratic Method, and utilizes the conceptual frameworks of Maslow’s hierarchy of needs and Mezirow’s transformational learning theory.

Operational Flexibility: A Model for Effective Project Management

The aim of this study is to investigate the role of operational flexibility for effective project management in the construction industry. The specific objectives are to: a) Identify the determinants of operational flexibility potential in construction project management b) Investigate the contribution of each of the determinants to operational flexibility potential in the construction industry c) Investigate on the moderating factors of operational flexibility potential in a construction project environment d) Investigate whether moderated operational flexibility potential mediates the path between predictors and effective construction project management e) Develop and test a conceptual model of achieving operational flexibility for effective project management The purpose of this study is to findout ways to utilize flexibility inorder to manage uncertain project environment and ultimately achieve effective project management. In what configuration these operational flexibility determinants are demanded by construction project environment in order to achieve project success. This research was conducted in three phases, namely: (i) exploratory phase (ii) questionnaire development phase; and (iii) data collection and analysis phase. The study needs firm level analysis and therefore real estate developers who are members of CREDAI, Kerala Chapter were considered. This study provides a framework on the functioning of operational flexibility, offering guidance to researchers and practitioners for discovering means to gain operational flexibility in construction firms. The findings provide an empirical understanding on kinds of resources and capabilities a construction firm must accumulate to respond flexibly to the changing project environment offering practitioners insights into practices that build firms operational flexibility potential. Firms are dealing with complex, continuous changing and uncertain environments due trends of globalization, technical changes and innovations and changes in the customers’ needs and expectations. To cope with the increasingly uncertain and quickly changing environment firms strive for flexibility. To achieve the level of flexibility that adds value to the customers, firms should look to flexibility from a day to day operational perspective. Each dimension of operational flexibility is derived from competences and capabilities. In this thesis only the influence on customer satisfaction and learning exploitation of flexibility dimensions which directly add value in the customers eyes are studied to answer the followingresearch questions: “What is the impact of operational flexibility on customer satisfaction?.” What are the predictors of operational flexibility in construction industry? .These questions can only be answered after answering the questions like “Why do firms need operational flexibility?” and “how can firms achieve operational flexibility?” in the context of the construction industry. The need for construction firms to be flexible, via the effective utilization of organizational resources and capabilities for improved responsiveness, is important because of the increasing rate of changes in the business environment within which they operate. Achieving operational flexibility is also important because it has a significant correlation with a project effectiveness and hence a firm’s turnover. It is essential for academics and practitioners to recognize that the attainment of operational flexibility involves different types namely: (i) Modification (ii) new product development and (iii) demand management requires different configurations of predictors (i.e., resources, capabilities and strategies). Construction firms should consider these relationships and implement appropriate management practices for developing and configuring the right kind of resources, capabilities and strategies towards achieving different operational flexibility types.

A Note on the Generalization Performance of Kernel Classifiers with Margin

We present distribution independent bounds on the generalization misclassification performance of a family of kernel classifiers with margin. Support Vector Machine classifiers (SVM) stem out of this class of machines. The bounds are derived through computations of the $V_gamma$ dimension of a family of loss functions where the SVM one belongs to. Bounds that use functions of margin distributions (i.e. functions of the slack variables of SVM) are derived.

Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers

The Support Vector (SV) machine is a novel type of learning machine, based on statistical learning theory, which contains polynomial classifiers, neural networks, and radial basis function (RBF) networks as special cases. In the RBF case, the SV algorithm automatically determines centers, weights and threshold such as to minimize an upper bound on the expected test error. The present study is devoted to an experimental comparison of these machines with a classical approach, where the centers are determined by $k$--means clustering and the weights are found using error backpropagation. We consider three machines, namely a classical RBF machine, an SV machine with Gaussian kernel, and a hybrid system with the centers determined by the SV method and the weights trained by error backpropagation. Our results show that on the US postal service database of handwritten digits, the SV machine achieves the highest test accuracy, followed by the hybrid approach. The SV approach is thus not only theoretically well--founded, but also superior in a practical application.

Neural Networks

We present an overview of current research on artificial neural networks, emphasizing a statistical perspective. We view neural networks as parameterized graphs that make probabilistic assumptions about data, and view learning algorithms as methods for finding parameter values that look probable in the light of the data. We discuss basic issues in representation and learning, and treat some of the practical issues that arise in fitting networks to data. We also discuss links between neural networks and the general formalism of graphical models.

A Note on Support Vector Machines Degeneracy

When training Support Vector Machines (SVMs) over non-separable data sets, one sets the threshold $b$ using any dual cost coefficient that is strictly between the bounds of $0$ and $C$. We show that there exist SVM training problems with dual optimal solutions with all coefficients at bounds, but that all such problems are degenerate in the sense that the "optimal separating hyperplane" is given by ${f w} = {f 0}$, and the resulting (degenerate) SVM will classify all future points identically (to the class that supplies more training data). We also derive necessary and sufficient conditions on the input data for this to occur. Finally, we show that an SVM training problem can always be made degenerate by the addition of a single data point belonging to a certain unboundedspolyhedron, which we characterize in terms of its extreme points and rays.

La comprensión temprana de la adquisición del conocimiento: viejas propuestas, nuevos horizontes

Este artículo revisa hallazgos y modelos teóricos en torno a un aspecto del desarrollo de la teoría de la mente, a saber: la comprensión temprana de cómo se adquiere el conocimiento. La revisión realizada indica que mientras la investigación inicial sugiere que esta comprensión emerge a los cuatro años de edad, hallazgos recientes indican que se encuentra ya presente al final del primer año de vida. A partir de esto, la teoría emergente sobre el aprendizaje cultural propuesta por Tomasello y colaboradores propone la integración de ambos hallazgos en una misma trayectoria de desarrollo. A pesar de sus contribuciones, esta novedosa propuesta podría enriquecerse de dos distintas formas: 1) esclareciendo las diferencias específicas en cuanto a la capacidad del infante y la del niño preescolar para comprender los estados mentales como representaciones internas, y 2) especificando los mecanismos que subyacen la trayectoria de desarrollo de la comprensión del comportamiento como el producto de la actividad mental.

A importância dos conceitos prévios na Aprendizagem da história e da Geografia: as dificuldades de aprendizagem do conceito de qualidade de vida, no 9º ano de escolaridade, num meio psicossocial rural

O presente trabalho de investigação incide na análise e interpretação de uma experiência educativa, desenvolvida em contexto de sala de aula, que teve como referência e critérios de abordagem a teoria construtivista da aprendizagem, mais concretamente a teoria da aprendizagem significativa de Ausubel e partiu da análise das conceções prévias de alunos de uma turma de 9º Ano, do 3º Ciclo do Ensino Básico, sobre o conceito de qualidade de vida, numa escola inserida num dado contexto psicossocial, o meio rural. Trata-se de uma experiência educativa desenvolvida no domínio da cognição histórica e geográfica, relativamente à construção científica do conceito de qualidade de vida, inserido nas disciplinas de História e de Geografia. De modo a concretizar a experiência educativa foram utilizados três instrumentos diferentes, em três momentos distintos da aprendizagem dos alunos, para que no final fosse possível verificar e identificar as principais dificuldades de aprendizagem do conceito de qualidade de vida. A análise e interpretação dos dados recolhidos e as conclusões retiradas remetem para a necessidade de compreensão das conceções prévias dos alunos, em História e em Geografia, no que diz respeito ao conceito de qualidade de vida para que os professores possam melhorar a sua a prática pedagógica e para que a aprendizagem tenha mais significado para os alunos.

Investigation of support vector machine for the detection of architectural distortion in mammographic images

This paper investigates detection of architectural distortion in mammographic images using support vector machine. Hausdorff dimension is used to characterise the texture feature of mammographic images. Support vector machine, a learning machine based on statistical learning theory, is trained through supervised learning to detect architectural distortion. Compared to the Radial Basis Function neural networks, SVM produced more accurate classification results in distinguishing architectural distortion abnormality from normal breast parenchyma.

Acquisition of automatic imitation is sensitive to sensorimotor contingency

The associative sequence learning model proposes that the development of the mirror system depends on the same mechanisms of associative learning that mediate Pavlovian and instrumental conditioning. To test this model, two experiments used the reduction of automatic imitation through incompatible sensorimotor training to assess whether mirror system plasticity is sensitive to contingency (i.e., the extent to which activation of one representation predicts activation of another). In Experiment 1, residual automatic imitation was measured following incompatible training in which the action stimulus was a perfect predictor of the response (contingent) or not at all predictive of the response (noncontingent). A contingency effect was observed: There was less automatic imitation indicative of more learning in the contingent group. Experiment 2 replicated this contingency effect and showed that, as predicted by associative learning theory, it can be abolished by signaling trials in which the response occurs in the absence of an action stimulus. These findings support the view that mirror system development depends on associative learning and indicate that this learning is not purely Hebbian. If this is correct, associative learning theory could be used to explain, predict, and intervene in mirror system development.

What matters in business incubation? A literature review and a suggestion for situated theorising

Purpose – The purpose of this paper is twofold: first, to provide a critical assessment of the literature on business incubation effectiveness and second, to submit a situated theoretical perspective on how business incubation management can provide an environment that supports the development of incubatee entrepreneurs and their businesses. Design/methodology/approach – The paper provides a narrative critical assessment of the literature on business incubation effectiveness. Definitional issues, performance aspects and approaches to establishing critical success factors in business incubation are discussed. Business incubation management is identified as an overarching factor for theorising on business incubation effectiveness. Findings – The literature on business incubation effectiveness suffers from several deficiencies, including definitional incongruence, descriptive accounts, fragmentation and lack of strong conceptual grounding. Notwithstanding the growth of research on this domain, understanding of how entrepreneurs and their businesses develop within the business incubator environment remains limited. Given the importance of relational, intangible factors in business incubation and the critical role of business incubation management in orchestrating and optimising such factors, it is suggested that theorising efforts would benefit from a situated perspective. Originality/value – The identification of specific shortcomings in the literature on business incubation highlights the need for more systematic efforts towards theory building. It is suggested that focusing on the role of business incubation management from a situated learning theory perspective can lend itself to a more profound understanding of the development process of incubatee entrepreneurs and their firms. Theoretical propositions are offered to this effect, as well as avenues for future research.

Andragogy vs Pedagogy: Teaching the Adult Learner in an Online Environment

The purpose of this presentation is to offer a deeper understanding of adult learning and provide tips on how to effectively teach in the online environment. The presenter will compare and contrast two learning theories: andragogy and pedagogy. Furthermore, the roles of the online instructor and e-learner will be outlined. An open discussion at the end of the presentation will allow participants to make implications as to which learning theory is more effective for online learning.

Men barnen då? : Ekonomiskt bistånd och det sociala arvet mellan föräldrar och barn

I denna kvalitativa studie har vi valt att undersöka hur man på enheten för ekonomiskt bistånd arbetar förebyggande för att motverka att det långvariga biståndstagandet går i socialt arv mellan föräldrar och barn. För att ta reda på detta har vi intervjuat socialsekreterare med erfarenhet och kompetens inom området. Det insamlade materialet har analyserats utifrån den sociala inlärningsteorin som ett försök till att förstå hur det sociala arvet kan föras vidare mellan generationer. Som ett komplement till teorin används även barnperspektivet i analysen då barnen har stor del i studien. Denna studie visar och bekräftar att långvarigt ekonomiskt biståndstagande kan komma att gå i socialt arv mellan föräldrar och barn. Studien visar även på vilket sätt förebyggande arbete för dessa familjer sker på enheten för ekonomiskt bistånd.

Locus de controle e reação a frustração

Este estudo visa analisar a interrelação teórica e epistemológica entre a teoria da aprendizagem social, mais precisamente em termos de seu constructo "locus de controle" de Rotter e a teoria da frustração, tal como desenvolvida por S. Rosenzweig. Através de um reestudo das ·teorias da frustração e proposto um modelo, capaz de avaliar a influência da percepção social determinada pela direção do "locus de controle" na reação à frustração. São examinadas três possíveis explicações teóricas para determinação das diferenças na percepção do controle a primeira em função da teoria da aprendizagem, a segunda em termos psicodinâmicos e a terceira em função de disposições inatas. E apresentada uma revisão das tentativas e comprovações experimentais quanto ao constructo "locus de controle " e à reação à frustração. A verificação empírica do modelo aqui proposto ' consistiu numa pesquisa piloto apta a comprovar, sob alguns aspectos, a relação entre a variável "locus de controle" e a tolerância à frustração. Paralelamente foi possível examinar o papel da variável "formação universitária". Utilizou-se um grupo de estudante e universitários e os resultados ' indicaram que, sujeitos com "locus interno" apresentam um nível mais amadurecido de tolerância à frustração por revelarem maior persistência .em seus objetivos e capacidade de iniciativa em situação frustrante. Quanto ao tipo de formação universitária. estudantes de pedagogia mostraram-se mais intrapunitivos que estudantes de outras áreas independentemente da direção do "locus de controle”. Um exame da influência do tipo de situação frustradora permitiu concluir que "circunstâncias que envolvem "ameaça do eu" levam a uma descarga emocional do tipo culpa em detrimento da iniciativa e aquelas situações em que o sujeito e bloqueado em um objetivo ressaltam as reações extra punitivas.

Locus de controle e comparação social na atribuição de causalidade por crianças

o presente estudo constituiu-se na primeira tentativa de aproximação das teorias de comparação social de Festinger (1954) e de aprendizagem social de Rotter (1966), também, o primeiro estudo conhecido no Brasil investigando locus de controle e comparação social com crianças. O objetivo do trabalho foi testar as hipóteses de que: (a) o locus de controle dos sujeitos, a oportunidade de comparaçao social e o resultado de desempenho (sucesso e fracasso) afetam a atribuição de causalidade ao desempenho de uma tarefa; e (b) sujeitos de locus de controle interno, quer tenham sido bem ou mal sucedidos na tarefa experimental, têm expectativas futuras mais semelhantes a seu próprio desempenho do que ao desempenho do grupo, enquanto que sujeitos de locus de controle externo, quer tenham sido bem ou mal sucedidos na tarefa experimental, têm expectativas mais semelhantes ao desempenho do grupo de pares do que ao seu próprio desempenho. As conclusões deste estudo foram: (a) a atribuição de causalidade, de acordo com a formulação de Rotter (1966), aplica-se também a brasileiros, especialmente a crianças brasileiras; (b) no desempenho bem-sucedido internos e externos não se diferenciam na assunção do crédito pessoal pelo sucesso; (c) a comparação social funciona para internos como ratificadora na situação de sucesso e modificadora na situação de fracasso do locus de controle do sujeito, e o inverso se , dá com os externos; (d) é válida a aproximação entre os construtos de locus de controle e comparação social; e (e) na previsão de resultados futuros, o papel da comparação social é de ratificacão do locus de controle.