Evaluation of student learning outcomes in fourth year engineering mechatronics through design based learning curriculum

This paper focuses on evaluation of student learning outcomes in fourth year engineering mechatronics through design based learning curriculum. The purpose of all engineering degrees is to provide strong grounding with principles of engineering science and technology. By learning engineering methods and approaches in an academic environment, graduates can enter the world of work and tackle real world problems with innovation and creativity. In many cases, academic staff are responsible for driving and setting high expectations in their classrooms. Sometimes staff are expected to teach subjects outside their expertise. This research paper is concerned with evaluating student learning outcomes through feedback sought from students on design-based learning approach.

Collaborative problem based learning in distance and mobile education

Since the early 1970s, Problem based Learning (PBL) in small groups is a prominent and innovative didactic approach with multiple facets, good practices and demonstrated effectiveness in many countries, for many different subjects and education/training programs, and in various settings (primary, secondary and higher tertiary education) (see e. g. Edens, 2000, Savery, 2006; Ertmer, Hmelo-Silver, 2015). However, this concept is not so much perceived in distance learning programs even though new technologies allow for better real-time collaboration in virtual classrooms and workspaces, mobile access to electronic learning resources via smart phones, and digital learning content like videos, podcasts or simulation tools. One reason for this might be the lack of conceptual frameworks and appropriate models for PBL in distance education. In this article, one prominent concept for designing PBL learning settings will be presented and its application in practice discussed: the 3C3R-Model of Hung (2006) defines a framework for Content, Context, and Connection (3C), which are interlinked through learner activities such as Researching, Reasoning and Reflecting (3R).Practical implications and examples for the design of appropriate distance learning designs based on this model will be presented and discussed with the audience.

A research agenda for design-based learning in engineering education

It is often argued that ‘design’ is an (perhaps the) essential characteristic of engineering practice; that, “Design requires unique knowledge, skills, and attitudes common to all engineering disciplines, and it is these attributes that distinguish engineering as a profession.” Hence, it is not surprising to see engineering design identified as a key element of engineering education. There are a range of pedagogical models described, badged with a range of names, that are suggested as approaches to teaching engineering design, for example: project-based learning, problem-based learning, design-based learning, conceive-design-implement-operate (CDIO), problem-oriented project-based learning, social design based learning and project-oriented, design-based learning. While significant literature on engineering design education generally exists, many authors note open questions regarding optimal pedagogical approaches, and opportunities for further evaluation and research. In this paper we draw on literature about design education and DBL in engineering education, and synthesise themes that present a potential research agenda for those educators involved in DBL in engineering education.A search of the research literature was conducted using terms related to DBL in engineering education, including ‘Engineering Design’, ‘Design Education’, ‘Engineering + Project Based Learning’, ‘Engineering + Problem Based Learning’ and ‘Engineering + Design Based Learning’. The literature thus collected was expanded by inspecting the lists of references in the initially identified literature set for further potentially relevant literature. This process was repeated until no further related literature was identified, and resulted in 124 items. All collected literature was carefully reviewed for explicitly identified suggestions for future research. The authors also considered the literature set as a whole to identify additional research possibilities implied by aspects of DBL practice commonly addressed weakly, or not at all, in the available published research. From the results of this review, a set of themes was synthesised by grouping related research recommendations and possibilities. In the following section the identified research themes are presented and, for each, a summary of the supporting literature is given and a central research question is formulated by the authors.

Critical perspectives, enabling classrooms and digital games: challenges for teachers and researchers working with games-based learning

There is significant interest in the potential of digital games for Twenty first century pedagogy and curriculum in schools. However, developing an informed and granular understanding of the challenges facing 'everyday' teachers in introducing work with digital games in a range of schools, across diverse subject areas, age groups and system requirements, is not straightforward. This paper reports on the initial stages of a three-year research project investigating the introduction and use of games in a variety of contexts, and discusses some of the challenges entailed in introducing teacher participants to working with games in critical and productive ways.

Evidence-based learning: Interactive, online EBP modules for first year nursing. A case study

Deakin University Library designed a series of six modules to provide interactive, online learning for a first year nursing unit, Understanding Research Evidence. The modules were developed in response to the changing learning requirements of students in the digital age. Delivered using Smart Sparrow software, the modules were designed to assist students in the development and consolidation of their understandings of evidence-based practice (EBP).The development of the modules represents a shift from unilateral communication to interactive content. Previously, online support had largely consisted of static material that was not presented in the context of curriculum. The Library has now developed integrated content that allows for interactivity, but which may also be customised for other purposes or units across all health disciplines.Feedback and data collected from the modules indicate an encouraging degree of engagement with the content. Data also allows the Library to ensure the continuous improvement of the modules. Library staff have also reported on their improved capacity and confidence in creating learning experiences that integrate core information and digital literacy competencies with students' curriculum. Staff also report improvements in their ability to use technologies to create online learning objects.

Make a DIY mathematics trail.

A mathematics trail is an excellent activity. A mathematics trail might be something that students make themselves, possibly for other students to use, or for a Family Maths occasion, or for a community event. Presenting the making of a mathematics trail as an opportunity for inquiry-based learning (which is probably similar to, but not the same as passing the buck) could save the teacher a lot of time in preparing the trail. Pedagogically, it shifts some of the where-is-the-mathematics-in-this? type of thinking to the students - activating the maths curse and stimulating their own creativity! (Catchy expressions such as "ownership", "constructivism" and "student-centred" also spring to mind).

Effective integration of teaching and research in a first year food and nutrition course

Previous research has indicated that undergraduate student learning can be enhanced through active involvement in research. Furthermore, creating an academic environment where teaching and research are intimately linked can facilitate the induction of students into a community of learners where new knowledge is created, explored and critiqued. Scaffolding and supporting student learning via engagement in authentic research experiences can work to ensure graduating students have the capacity to generate and investigate important questions that contributes to the development of new knowledge. This paper presents a case study that outlines curriculum design and pedagogical strategies aimed at integrating teaching and research within the first year of an undergraduate course. First year Food and Nutrition students were asked to partake in a research project where they were asked to complete a series of diet and food related questionnaires, analyse, interpret and critique the resulting data. Students were supported through this learning activity via small group tutorial support and question and answer sessions within the learning management system. Anonymous evaluation of the teaching and learning experience was conducted at the end of the teaching period and the results indicate that the students welcomed the opportunity to engage in an authentic, research based learning activity. Students’ found the assessment tasks were clearly explained to them (88% agreeing), and felt well supported in approaching this research based assessment task. Furthermore, the qualitative comments indicated that the students’ found the learning environment to be meaningful and relevant. This case study indicates that it is possible to effectively incorporate authentic research experiences within the curriculum of a first year course. The experiential, inquiry based learning approach used supported the students’ participation in a systematic, rigorous data collection process required in a structured research environment and blended these requirements with authentic learning of discipline specific skills and knowledge.

Early years education in the primary years programme: implementation strategies and programme outcomes

This mixed-methods study investigated implementation strategies and child learning outcomes in early years education in the Primary Years Programme. Researchers from Deakin University evaluated processes and outcomes in four early years programmes, two in Singapore and two in Melbourne, Australia. Researchers collected qualitative data through classroom observations, drawings and writing produced by children, and interviews with educators, coordinators and parents. Quantitative data was collected through assessments of children’s literacy, developmental school readiness and learning skills. Three of the early years programmes appeared to support the development of learner profile attributes through inquiry-led learning and play-based approaches, while one site in Singapore was still in a developmental stage of implementing the programme. The study suggested that literacy skills at all sites were fairly developed; that children were performing at levels commensurate with or better in terms of school readiness; and that children were developing learning skills at higher rates than a comparative sample.

What is good practice in the development, assessment and evaluation of digital literacy for graduate employability?

This report seeks to identify the features of good practice in the development, assessment and evaluation of digital literacy for graduate employability.

The report forms Stage 2 of a two-stage literature review. The results of the first stage of the review are reported in: Towards an understanding of ‘Digital Literacy(ies)’. The current report draws on some of the same literature to that of the Stage 1 report and covers the same time period – up to the end of 2012. In addition, the current report covers literature that provides discussion and accounts of good practice in digital literacy – particularly practice that is embedded in course curricula.

The literature provides numerous examples of standalone digital literacy practices. While such practices may be effective for some purposes, they may be less effective than course-integrated practices in contributing to graduate employability. However, there are few accounts of course-integrated practices in the literature and fewer still that provide a compelling case for their positive contribution to graduate outcomes. Accordingly, the report identifies eight criteria of good practice in digital literacy for the assurance of graduate learning outcomes. It then identifies types of broad teaching and learning practices that appear to best encompass these criteria and which provide meaningful contexts in which to develop the digital literacy competencies of students.

Blended learning and the flipped classroom: The affordances of cloud based, located, and virtual world environments to support student learning

In this paper the author reports on the introduction of the flipped classroom integrating located, online and virtual world learning environments to support the collaborative lived experiences of a group of students and the educator participating in a higher education undergraduate art unit, Navigating the Visual World. A qualitative narrative methodology, A/r/tography, incorporating both image making and textual recording is used to explore and identify interwoven aspects of the artist/ researcher/ educator relationship in the creative artistic process of exploring concepts of identity within inquiry based art practice. Selected student examples, including a collaborative group assessment project demonstrate effective student engagement with experiential blended learning within the flipped classroom.

Place-based inquiry – the art of being an inhabitant-researcher

In this presentation, I draw on my research encounters with schools and classrooms, together with contemporary movements in social theory and research, to propose a conceptualisation of ‘place-based inquiry’. Three areas of theory are drawn upon: (1) ‘Practice’ ontologies and associated moves towards ‘philosophical-empirical inquiry’ (Green & Hopwood, 2015) provide a warrant for thinking more closely and looking more closely in social research; (2) more-than-representational theory (Anderson & Harrison, 2010) problematizes the notion of the work and impacts of research, raising implications for the ambitions of research undertakings; and, (3) place-based pedagogies (e.g., Gruenewald, 2003) support a sentiment and model for an openly transformational social inquiry. These synergistic areas of theory are used here to frame a practice that recognises the more-than-representational work of research and how this work might be harnessed in more explicit and more deliberate ways to support educational change. I tentatively characterise this practice as that of an inhabitant-researcher, drawing on Orr’s (1992, p. 130) distinction between residing and inhabiting, where inhabiting involves “mutually nurturing relationship with a place”. The inhabitant-researcher attempts to engage research participants in both decolonising and reinhabiting encounters, and to make contributions that are both critical and generative, representational and more-than-representational.

Parameter optimization of kernel-based one-class classifier on imbalance learning

Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to learn from unbalanced data set is regarded as the recognition based learning and has shown to have the potential of achieving better performance. Similar to twoclass learning, parameter selection is a significant issue, especially when the classifier is sensitive to the parameters. For one-class learning scheme with the kernel function, such as one-class Support Vector Machine and Support Vector Data Description, besides the parameters involved in the kernel, there is another one-class specific parameter: the rejection rate v. In this paper, we proposed a general framework to involve the majority class in solving the parameter selection problem. In this framework, we first use the minority target class for training in the one-class classification stage; then we use both minority and majority class for estimating the generalization performance of the constructed classifier. This generalization performance is set as the optimization criteria. We employed the Grid search and Experiment Design search to attain various parameter settings. Experiments on UCI and Reuters text data show that the parameter optimized one-class classifiers outperform all the standard one-class learning schemes we examined.

Supporting adaptive learning in hypertext environment : a high level timed Petri net based approach

One problem for hypertext-based learning application is to control learning paths for different learning activities. This paper first introduced related concepts of hypertext learning state space and Petri net, then proposed a high level timed Petri Net based approach to provide some kinds of adaptation for learning activities. Examples were given while explaining ways to realizing adaptive instructions. Possible future directions were also discussed at the end of this paper.

Supporting adaptive learning in hypertext environment : an agent based approach

One problem for hypertext-based learning application is to control learning paths for different learning activities. This paper first introduces related concepts of hypertext learning state space, then proposes an agent based approach used to provide kinds of adaptation for learning activities. Examples are given while explaining ways to realizing adaptive instructions. Possible future directions are also discussed at the end of this paper.

Students perceptions of learning outcomes from group-based, problem-based teaching and learning activities

Objective: A study aimed at exploring the variation in perceptions of learning outcomes reported by undergraduate nursing students enrolled in a problem-based learning subject in a pre-registration Bachelor of Nursing course (BN).
Method: Students were asked to respond to four open-ended questions which focussed on their learning outcomes in the different teaching/learning modalities of the subject. Data were analysed in two phases using a modified phenomenographic analysis. In the first phase a set of categories of description were developed from the student responses to questions related to the learning modalities. In the second phase the individual responses were classified in terms of the categories. Finally, correlations between the learning modalities were identified. In this paper the approach to analysis, the process of category identification and the correlations between the learning modalities will be described and the implications for further research and teaching will be discussed.
Results: The findings indicated that there were two distinct groups of student responses. Inward focussed students who described outcomes in terms of their own learning and students whose focus was outward i.e. describing learning in terms of patient care and how learning relates to that care. Another important result shows the relationship between the learning modalities and outcomes. From the students' perspective, the most sophisticated outcomes of the lectures and laboratories were ideas and skills to be used and applied in clinical settings. Whereas, the group-based activities in which clinical problems were presented to the students in the form of Situation Improvement Packages (SIPS) focussed their attention on the clinical setting which constituted a preparation for the realities of clinical practice.
Conclusion: The findings from this study indicate that students perceive their learning in the group based teaching/learning modality (SIPS) as effective in focussing them on the reality of their role in the clinical practice environment while lectures and laboratories provided the skills and knowledge required for this setting.