Digital Commons Network^™

A Discrimination Aware Model To Predict Childhood Literacy Levels, Kate Byrne

Dissertations

It is illegal in Ireland to discriminate in the provision of education on the basis of multiple characteristics including gender, race and religion. While the increased use of machine learning models can open multiple avenues to identify early intervention strategies in education, caution must be exercised to ensure that any intervention does not discriminate with respect to a protected class. Poor literacy in childhood can have long term effects as the child ages, including on employment and mental health outcomes. Early intervention is key in mitigating this. In this dissertation, a model was created that predicted the outcome of a …

An Exploration Of How Early Years Managers And Staff Are Responding To The Needs Of Children Experiencing Homelessness, Jacinta Corcoran

Dissertations

Homelessness in Ireland has increased rapidly over recent years with children and families making up increasing proportions of the numbers recorded whilst single parent families are representing a disproportionate number of families experiencing homelessness. Consequently many early years services are supporting unprecedented numbers of children who are experiencing homelessness to engage and fully participate in early education programmes. The experience of homelessness can permeate many levels and various aspects of a child’s life particularly when historical risks and adversities are to be factored. Within this context this study guided by an ecological framework explores the range of influences on the …

An Investigation Of Three Subjective Rating Scales Of Mental Workload In Third Level Education, Nha Vu Thanh Nguyen

Dissertations

Mental Workload assessment in educational settings is still recognized as an open research problem. Although its application is useful for instructional design, it is still unclear how it can be formally shaped and which factors compose it. This paper is aimed at investigating a set of features believed to shape the construct of mental workload and aggregating them together in models trained with supervised machine learning techniques. In detail, multiple linear regression and decision trees have been chosen for training models with features extracted respectively from the NASA Task Load Index and the Workload Profile, well-known self-reporting instruments for assessing …

Measuring The Effectiveness Of Software-Based Training To Improve The Spatial Visualization Skills Of Students In Stem Disciplines In Higher Education Institutions, Peter Cole

Dissertations

This research investigates how software can be used to teach spatial skills leading to greater success in Science, Technology, Engineering, and Mathematical (STEM) fields. Existing research indicates that spatial skills can be taught and that good spatial skills are common to people who succeed in STEM fields. In this work, a software-only testing system with a direct targeted, training intervention module was implemented to measure and teach spatial skills using mental rotations, which are believed to be one of the most significant indicators of success in STEM fields. Spatial skills were tested using a standardized and validated test that measures …

An Understanding Of Student Satisfaction, Lorraine Sweeney

Dissertations

Retention is a challenge for all third level institutions and retention rates remain higher than colleges would like them to be, this has intensified in recent years as participants in higher education has increased and diversified. Third level institutions which would not only benefit from increased fees but also through low cost word of mouth promotion and an enhanced reputation. As such, an important concern for colleges is retaining students and understanding the reasons why students may choose to leave a program. While student satisfaction and retention is a well researched topic there remains questions to be answered in terms …

Re-Engaging With Education As An Older Mature Student: Their Challenges, Their Achievements, Their Stories., Helen Graham

Dissertations

The decision to re-engage with education at any age can be a significant step for anyone to take. The number of mature learners engaging in further education in Ireland is increasing yearly and public policy continues to encourage lifelong learning. There is a responsibility on institutions providing further education to engage with their students in a meaningful and constructive way. This study addressed an important but neglected area in Irish education research. The study is intended to improve understanding of the mature students’ experience and therefore gives a voice to their stories, their achievements and their struggles. It highlights the …

The Free Preschool Year In Ireland: The Perspectives Of Early Childhood Educators And Policymakers, Martina Ozonyia

Dissertations

This thesis explores the introduction of the Free Preschool Year (FPY) in Ireland from the early childhood 'educators' and 'policymakers' perspectives. Under the new FPY initiative introduced in 2010, all children between the ages of 3.2 - 4.7 are offered free preschool hours for a period of one year prior to their entrance into primary school. This research identified the need to study the introduction of FPY as research into this topic to date has been limited. The purpose of this research was to understand the rationale behind this new initiative as well as exploring the issues of 'qualification requirements', …

Stepping Stone Community Education – A Stepping Stone To Third Level Education., Lorraine Perkins

Dissertations

The focus of this research is to explore supports that facilitated participation and retention of learners on a community education course and additional supports needed to progress to third level education. This research was in partnership with Irish National Association of Adult Education (AONTAS) and supported by Community Links, Technological University Dublin. (DIT)

This research is qualitative in nature. For this purpose, a focus group of community learners and semi-structured interviews with community education professionals was conducted. The research gives in-depth insight into learners experiences of what supports facilitated participation in community education and additional supports needed to progress to …