scholarly journals Let’s Talk Learning Analytics: A Framework for Implementation in Relation to Student Retention

2015 ◽  
Vol 20 (2) ◽  
Author(s):  
Deborah West ◽  
David Heath ◽  
Henk Huijser
Keyword(s):  
Higher Education ◽  
Student Retention ◽  
Mixed Method ◽  
Learning Analytics ◽  
Higher Education Institutions ◽  
Teaching Staff ◽  
Institutional Level ◽  
Learning And Teaching ◽  
National Forum ◽  
Method Approach

This paper presents a dialogical tool for the advancement of learning analytics implementation for student retention in Higher Education institutions. The framework was developed as an outcome of a project commissioned and funded by the Australian Government’s Office for Learning and Teaching. The project took a mixed-method approach including a survey at the institutional level (n = 24), a survey of individual teaching staff and other academics with an interest in student retention (n = 353), and a series of interviews (n = 23). Following the collection and analysis of these data an initial version of the framework was developed and presented at a National Forum attended by 148 colleagues from 43 different institutions. Participants at the forum were invited to provide commentary on the usefulness and composition of the framework which was subsequently updated to reflect this feedback. Ultimately, it is envisaged that such a framework might offer institutions an accessible and concise tool to structure and systematize discussion about how learning analytics might be implemented for student retention in their own context.

scholarly journals Widening the net to reduce the debt: Reducing student debt by increasing identification of completely disengaged students

2020 ◽  
Author(s):  
Neil Van Der Ploeg ◽  
Kelly Linden ◽  
Ben Hicks ◽  
Prue Gonzalez
Keyword(s):  
Higher Education ◽  
Student Retention ◽  
Predictive Model ◽  
Hybrid Model ◽  
Learning Analytics ◽  
Teaching Staff ◽  
Student Debt ◽  
Education Standards ◽  
Performance Based Funding ◽  
Panel Review

Student Retention and Attrition guidelines are part of the Federal Government’s performance based funding framework. One of the recommendations from the Higher Education Standards Panel review is to consider changing students’ enrolment prior to census date when a certain level of engagement is not met. This study investigates this recommendation by trialing and testing a model to see if completely disengaged students are able to be retrospectively identified as at risk of failing all subjects. Using learning analytics alone to create a predictive model at scale proved to be very difficult. When applied to session 1 of 2019, even the strictest criteria included five false positives out of 17 identified students. There is promise, however, that a hybrid model of learning analytics with additional oversight from teaching staff could be a solution, but this needs further research.

Exploring the educational needs of adult learners: A study of three universities in Ghana

2018 ◽  
Vol 24 (2) ◽  
pp. 165-187 ◽  
Author(s):  
Yaw Owusu-Agyeman ◽  
Magda Fourie-Malherbe ◽  
Liezel Frick
Keyword(s):  
Higher Education ◽  
Adult Learners ◽  
Mixed Method ◽  
Higher Education Institutions ◽  
Educational Needs ◽  
Focus Group Discussions ◽  
Group Discussions ◽  
Knowledge And Skills ◽  
Educational Challenges ◽  
Method Approach

Adult learners have unique educational needs that require attention from Higher Education Institutions, facilitators and industry. While several theories and policies have been developed to address the bourgeoning educational challenges confronting adult learners in Higher Education Institutions, not much has been achieved in the wake of growing knowledge and skills demands of employers. Using a mixed method approach, a survey (n = 200) and focus group discussions (n = 27) were conducted among adult learners who were also professionals studying engineering programmes in three diverse universities in Ghana. Additionally, interviews were conducted with representatives from industry and from the three engineering departments in the three universities. The study revealed that while the development of separate programmes for adult learners in Higher Education Institutions is not plausible in meeting the educational needs of adult learners, a different pedagogy could be used in addressing the unique knowledge and skills needs of adult learners. We present the implications of our study in relation to theory, practice and further research.

Preventing Academic Misconduct

2019 ◽  
pp. 98-115 ◽  
Author(s):  
Neeta Baporikar
Keyword(s):  
Higher Education ◽  
Mixed Method ◽  
Academic Integrity ◽  
Higher Education Institutions ◽  
Academic Misconduct ◽  
Ethical Concern ◽  
Student Centered ◽  
Mixed Method Approach ◽  
The Core ◽  
Method Approach

Cheating in academics has been on the increase and it reflects a lack of integrity on the part of students. If no efforts are made to prevent academic misconduct/dishonesty, it will contribute to the image and standing of higher education institutions (HEIs). Cheating is not only an ethical concern, but it also leads to lesser knowledge and competencies acquisition. Equally, when students cheat the faculty feel cheated and efforts wasted. The resultant may be low morale of educators which is dangerous. Hence, HEIs are making efforts to reduce cheating and strengthen academic integrity (AI) through polices, rules, and procedures. Nevertheless, the focus seems to be more on bolting the stable after the horse has left or is largely administrative in nature. Therefore, adopting a mixed method approach the core of this chapter is to focus on preventing cheating through academic approach. The objective is to discuss how student-centered teaching strategies can prevent academic misconduct with focus on management disciple.

scholarly journals Higher Education Teachers’ Experiences with Learning Analytics in Relation to Student Retention

2016 ◽  
Author(s):  
Deborah West ◽  
Henk Huijser ◽  
David Heath ◽  
Alf Lizzio ◽  
Danny Toohey ◽  
...  
Keyword(s):  
Higher Education ◽  
Student Retention ◽  
Learning Analytics ◽  
Tertiary Education ◽  
Teaching Staff ◽  
Critical Set ◽  
Teaching Context ◽  
Building Activities ◽  
Current Student ◽  
High Level

<p>This paper presents findings from a study of Australian and New Zealand academics (n = 276) that teach tertiary education students. The study aimed to explore participants’ early experiences of learning analytics in a higher education milieu in which data analytics is gaining increasing prominence. Broadly speaking participants were asked about: (1) Their teaching context, (2) Their current student retention activities, (3) Their involvement in, and aspirations for, learning analytics use, (4) Their relationship with their institution around learning analytics. The sampled teaching staff broadly indicated a high level of interest but limited level of substantive involvement in learning analytics projects and capacity building activities. Overall, the intention is to present a critical set of voices that assist in identifying and understanding key issues and draw connections to the broader work being done in the field.</p>

scholarly journals Deterrent libraries: Denying persons with disability

2018 ◽  
Vol 37 (1) ◽  
pp. 113-126
Author(s):  
E. P. Tudzi ◽  
J. T. Bugri ◽  
A. K. Danso
Keyword(s):  
Higher Education ◽  
Sustainable Development ◽  
Mixed Method ◽  
Higher Education Institutions ◽  
Education For All ◽  
Persons With Disabilities ◽  
Kwame Nkrumah ◽  
2030 Agenda ◽  
Method Approach

The 2030 Agenda for Sustainable Development which aims at the eradication of poverty by 2030 has as its fourth goal the need to ensure inclusive and equitable education for all. Nonetheless, less than two per cent of Persons with Disabilities (PWDs) in Ghana are able to attain higher education. The purpose of this study was to ascertain whether libraries, which are major components of Higher Education Institutions, are physically accessible to even the limited number of PWDs in such Institutions. This study was undertaken in 2015 using the Kwame Nkrumah University of Science and Technology, Kumasi (KNUST) in Ghana as a case study. A mixed method approach was used that involved a desk study, interviews and a physical audit of the KNUST Library System using a checklist developed from international  accessibility standards. In all, 16 libraries were assessed. The study concluded that the libraries at KNUST were generally not physically accessible and this served as a deterrent to PWDs in their academic pursuits. Recommendations which include the need for retrofitting the libraries were made to help make the libraries accessible and in consequence help toward the attainment of the 2030 Agenda for Sustainable Development with respect to Ghana.Keywords: Accessibility; Higher Education Institutions; Libraries; Persons with disabilities (PWDs); Universal design principles

scholarly journals The Benefits of Learning Analytics to Higher Education Institutions: A Scoping Review

2021 ◽  
Vol 16 (23) ◽  
pp. 4-15
Author(s):  
Adedayo Taofeek Quadri ◽  
Nurbiha A Shukor
Keyword(s):  
Higher Education ◽  
Learning Analytics ◽  
Online Teaching ◽  
Teaching And Learning ◽  
Higher Education Institutions ◽  
Learning Experience ◽  
Relevant Literature ◽  
Teaching Staff ◽  
Computing Machinery ◽  
Online Databases

Learning analytics is a form of data analysis that allows teachers, lecturers, educational experts, and administrators of online learnings to look for students’ online traces and information associated with the learning processes. The fundamental goal of learning analytics in online classrooms and com-puter-supported instruction is to enhance the learning experience and the entire learning process. This review aims at reviewing some of the benefits available through using learning analytics in higher education institutions (HEI) for the students, teaching staff and the management. The search for relevant literature was conducted by searching online databases which in-clude Web of Science, SCOPUS, Science Direct, IEEE, Emerald, Springer, ERIC and Association for Computing Machinery (ACM). The analysis of the literatures obtained from the online databases revealed that learning analytics provide series of benefits to students, teaching staffs and the management of higher education institutions. The benefits include prediction and identification of target courses, curriculum development and improvement, improved students’ learning outcomes, improved instructors’ performance and monitoring of students’ dropout and retention. It is recommended that higher education institutions adopt the use of learning analytics in their online teaching and learning.

scholarly journals DIGI-HE – A Strategic Reflection Tool on Digitalisation at European Higher Education Institutions

2020 ◽  
pp. 289-298
Author(s):  
Ulf-Daniel Ehlers ◽  
Patricia Bonaudo
Keyword(s):  
Higher Education ◽  
Technology Use ◽  
Assessment Tool ◽  
Higher Education Institutions ◽  
Conceptual Approach ◽  
Self Assessment ◽  
Self Reflection ◽  
Learning And Teaching ◽  
Research And Innovation ◽  
Internationalisation Strategies

Digitalisation is an issue of growing importance at all higher education institutions (HEIs). It is often developed and driven bottom-up. In this regard, the intended self-assessment tool that the present paper aims to present “DIGI-HE” will support higher education institutions in developing their individual approaches to foster digitisation, methodological and conceptual approach. The present paper will outline the methodological procedure of design and subsequent validation of the tool. In a time when experimentation with, and mainstreaming of digital technology use is progressing to develop holistic strategies that encompass learning and teaching, research and innovation, as well as cooperation and outreach DIGI-HE will represent a self-reflection tool adapted to higher education to support the institutional efforts, to develop and implement strategies, which purposeful and holistic in comprising both missions, education and research. It will also furthermore attach particular importance to the need for dialogue among all actors and stakeholders in digitalisation, and address areas of activities relation to cooperation and outreach, including internationalisation strategies and practices.

scholarly journals Advancing Learning and Teaching in the EHEA: Innovation and Links with Research

2020 ◽  
pp. 273-282
Author(s):  
Michael Gaebel ◽  
Thérèse Zhang ◽  
Romita Iucu
Keyword(s):  
Higher Education ◽  
Nineteenth Century ◽  
Teaching Methods ◽  
Higher Education Institutions ◽  
Century Model ◽  
Learning And Teaching ◽  
Basic Model ◽  
Core Mission

Abstract Education, a core mission of universities, is frequently depicted as being resistant towards change regarding teaching methods and forms of provision. As Hooker put it, back in 1997, “the nineteenth-century model of teaching at higher level still holds sway and teaching as not changed much since. The last 15 years have seen progressive developments in many higher education institutions, but the basic model has not altered significantly, at least not in the majority of institutions.

scholarly journals Current state of educational services provision to future masters of educational institution management

2020 ◽  
Vol 2020 (2 (131)) ◽  
pp. 179-187
Author(s):  
Olha Yeromenko
Keyword(s):  
Higher Education ◽  
Graduate Students ◽  
Higher Education Institutions ◽  
Educational Institution ◽  
Education Institution ◽  
Educational Process ◽  
Educational Services ◽  
Teaching Staff ◽  
Flexible System

The article raises the topical issue of training competitive professionals capable of working under modern market conditions. The transition to market relations changes the education policy and the system of educational services provision. The professional destiny of a future manager and the success rate of an educational institution depend on the quality of providing educational services to graduate students specialised in educational institution management. The purpose of the article is to analyse the results of a survey of graduate students aimed at determining the status of educational services given within the specialty 073 "Management" (specialization "Educational Institution Management") in various higher education institutions of Ukraine. Monitoring the state of the educational services provided to graduate students majoring in educational institution management has been carried out on the basis of general scientific and empirical cognition methods: comprehensive study of quality training of master-course students, observation, survey in the form of questionnaires, analysis of graduate students’ responses, analogy. The criteria enabling graduate students to assess the quality of educational services provided by higher education institutions have been defined: the fundamental nature of training; level of knowledge and experience of teaching staff; organization of the educational process; culture and communication level of teachers; reaction of teachers and administration of higher education institution to further demands of graduate students, etc. On the basis of the analysis and generalisation of the processed material, the basic demands of master-course students majoring in educational institution management for increase in the level of educational services have been defined: decrease in theorising of educational material; practice orientation; increase in the use of interactive teaching methods by teachers; expansion of the list of optional courses; increase in opportunities for individual counselling at a convenient time; involvement of leading specialists, experts, experienced educational institution managers in teaching; improvement of facilities and resources of an institution; increase in the level of additional educational services provision in higher education institutions. According to the results of the study, it has been concluded that it is necessary to establish a flexible system of training master-course students majoring in educational institution management.

scholarly journals Training and methodological fees for teaching staff of an educational organization: issues of modernization and improvement

2020 ◽  
pp. 113-117
Author(s):  
Aleksandr Suprunov ◽  
Vyacheslav Vasiliev
Keyword(s):  
Higher Education ◽  
Higher Education Institutions ◽  
Educational Activity ◽  
Teaching Staff ◽  
Educational Organization ◽  
Training Impact ◽  
The University ◽  
Methodological Component ◽  
And Training ◽  
Direct Implementation

The article is devoted to the issues of optimization of training and direct implementation of such a significant way to increase the effectiveness of educational and training impact on individuals studying in higher education institutions as an educational and methodological collection. A consistent analysis of the various stages and elements of the collection is carried out in terms of possible improvement. Possible ways of interaction of structural divisions of the University aimed at improving the methodological component of the pedagogical impact of all subjects of educational activity on students are proposed.

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