Identification of Problem-based learning components and their effects on graduates' competencies

This study investigated the relationship between higher education and the requirement of the world of work with an emphasis on the effect of problem-based learning (PBL) on graduates' competencies. The implementation of full PBL method is costly (Albanese & Mitchell, 1993; Berkson, 1993; Finucane, Shannon, & McGrath, 2009). However, the implementation of PBL in a less than curriculum-wide mode is more achievable in a broader context (Albanese, 2000). This means higher education institutions implement only a few PBL components in the curriculum. Or a teacher implements a few PBL components at the courses level. For this kind of implementation there is a need to identify PBL components and their effects on particular educational outputs (Hmelo-Silver, 2004; Newman, 2003). So far, however there has been little research about this topic. The main aims of this study were: (1) to identify each of PBL components which were manifested in the development of a valid and reliable PBL implementation questionnaire and (2) to determine the effect of each identified PBL component to specific graduates' competencies. The analysis was based on quantitative data collected in the survey of medicine graduates of Gadjah Mada University, Indonesia. A total of 225 graduates responded to the survey. The result of confirmatory factor analysis (CFA) showed that all individual constructs of PBL and graduates' competencies had acceptable GOFs (Goodness-of-fit). Additionally, the values of the factor loadings (standardize loading estimates), the AVEs (average variance extracted), CRs (construct reliability), and ASVs (average shared squared variance) showed the proof of convergent and discriminant validity. All values indicated valid and reliable measurements. The investigation of the effects of PBL showed that each PBL component had specific effects on graduates' competencies. Interpersonal competencies were affected by Student-centred learning (β = .137; p < .05) and Small group components (β = .078; p < .05). Problem as stimulus affected Leadership (β = .182; p < .01). Real-world problems affected Personal and organisational competencies (β = .140; p < .01) and Interpersonal competencies (β = .114; p < .05). Teacher as facilitator affected Leadership (β = 142; p < .05). Self-directed learning affected Field-related competencies (β = .080; p < .05). These results can help higher education institution and educator to have informed choice about the implementation of PBL components. With this information higher education institutions and educators could fulfil their educational goals and in the same time meet their limited resources. This study seeks to improve prior studies' research method in four major ways: (1) by indentifying PBL components based on theory and empirical data; (2) by using latent variables in the structural equation modelling instead of using a variable as a proxy of a construct; (3) by using CFA to validate the latent structure of the measurement, thus providing better evidence of validity; and (4) by using graduate survey data which is suitable for analysing PBL effects in the frame work of the relationship between higher education and the world of work.

Example Based Learning for View-Based Human Face Detection

We present an example-based learning approach for locating vertical frontal views of human faces in complex scenes. The technique models the distribution of human face patterns by means of a few view-based "face'' and "non-face'' prototype clusters. At each image location, the local pattern is matched against the distribution-based model, and a trained classifier determines, based on the local difference measurements, whether or not a human face exists at the current image location. We provide an analysis that helps identify the critical components of our system.

Task-based learning activities.

Resumen basado en la publicación

Discovery-Based Learning - Daniel Rowan

This is one of a series of short case studies describing how academic tutors at the University of Southampton have made use of learning technologies to support their students.

Problem-Based Learning Using CaseMaker - Richard Collier

This is one of a series of short case studies describing how academic tutors at the University of Southampton have made use of learning technologies to support their students.

Ventajas del `Problem Based Learning?? como m??todo de aprendizaje del derecho internacional

Resumen tomado de la publicaci??n

Dilemma-based learning in the humanities : integrating social, emotional and thinking skills.

Ayuda a entender las formas de aplicación de los dilemas en el marco del aprendizaje de las humanidades en secundaria. Esta técnica introduce instrumentos que ayudan a los estudiantes a practicar y desarrollar habilidades para la reflexión, la investigación y el pensamiento lógico y analítico, que les permiten tomar decisiones sabias en sus vidas. El trabajo con los dilemas, también mejora las aptitudes sociales de los alumnos y su aptitud para trabajar en grupo de manera eficaz; les facilita el desarrollo de otras capacidades como el pensamiento creativo y el razonamiento que pueden utilizar en otras asignaturas y, asimismo, colabora en su desarrollo profesional.

The thinking child resource book : brain-based learning for the early years foundation stage.

Ofrece a los profesores, estudiantes y padres, prácticas y sugerencias para la aplicación del aprendizaje, basado en cómo está configurado el cerebro del niño en sus primeros años de vida. Se enumeran ideas sobre cómo usar técnicas de aprendizaje que incluyen las formas de promover la autoestima y la inteligencia emocional, las ideas para la enseñanza a través del juego, música y movimiento, actividades para la hora de la asamblea, asesoramiento sobre el manejo de la conducta positiva y fomento de las relaciones con padres y cuidadores. Los estudios de casos, tomados de una variedad de entornos, dan una idea de cómo las técnicas basadas en el cerebro pueden ser utilizados para enriquecer la experiencia de aprendizaje de los niños pequeños.

Implementing Problem Based Learning : Why is it so hard?. 'Aprendizaje basado en la solución de problemas : ¿por qué es tan difícil?'.

Monográfico con el título: 'Aprendizaje basado en problemas'.Resumen basado en el de la publicación

Nine years of Project-Based Learning in Engineering.

Monográfico con el título: 'Aprendizaje basado en problemas'.Resumen tomado de la publicación

Validade e fidelidade da vers??o portuguesa reduzida do web based learning environment inventory

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Problem-based learning and legal education : a case study in integrated experiential study

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Enhancing emotion-based learning in decision-making under uncertainty

Resumen tomado de la publicaci??n

A new competence-based approach for personalizing MOOCs in a mobile collaborative and networked environment

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