Exploring the benefits and challenges of learning analytics in higher education institutions: a systematic literature review

2019 ◽  
Vol 47 (1) ◽  
pp. 25-34 ◽  
Author(s):  
Shahira El Alfy ◽  
Jorge Marx Gómez ◽  
Anita Dani
Keyword(s):  
Higher Education ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Learning Analytics ◽  
Teaching And Learning ◽  
Higher Education Institutions ◽  
Critical Role ◽  
Systematic Research ◽  
Content Type ◽  
Research Questions

Purpose The potential capabilities and benefits that learning analytics can provide are not fully utilized. A current stream of research suggests that learning analytics has more to offer for continuous improvement of higher education institutions. This study aims to explore the opportunities that data analytics stand to offer higher education and the challenges that plays down its role, adoption and usage in different areas of higher education institutions. Design/methodology/approach This study adopts a systematic literature review approach in answering the research questions. The critical role of learning analytics and the exploratory nature of research questions justify the use of systematic literature review. The current study used systematic research process adapted and presented by Hallinger (2013) to be used in social sciences in general and in educational leadership and management in particular. A standard process of finding relevant articles and examining reference lists is followed using articles from higher education which is the research context. Findings An examination of the literature showed that the majority of studies within the sample of articles are empirical representing 53 per cent, 32 per cent are conceptual, while only 15 per cent of the articles are a systematic literature review. Results also show that 58 per cent of the articles are teaching and learning related, 34 per cent are management related, while only 8 per cent are research related. Several challenges and opportunities of learning analytics in the three areas highlighted are presented and discussed. Originality/value The benefits and challenges of learning analytics are numerous and scattered in the literature. In this study, a typology related to different educational domains is developed to shed light on the benefits and challenges of learning analytics within particular higher education areas that are relevant to specific stakeholders. Benefits and challenges of learning analytics are classified into being management related, teaching and learning related and research related.

scholarly journals Student eXperience: A Systematic Literature Review

2021 ◽  
Vol 11 (20) ◽  
pp. 9543
Author(s):  
Nicolás Matus ◽  
Cristian Rusu ◽  
Sandra Cano
Keyword(s):  
Higher Education ◽  
Literature Review ◽  
Undergraduate Students ◽  
Systematic Literature Review ◽  
Higher Education Institutions ◽  
Student Experience ◽  
Educational Institutions ◽  
Research Questions ◽  
Definition Of ◽  
Quality In Higher Education

Students’ experiences have been covered by a large number of studies in different areas. Even so, the concept of student experience (SX) is diffuse, as it does not have a widely accepted meaning and is often shaped to the specific purposes of each study. Understanding this concept allows educational institutions to better address the needs of students. For this reason, we conducted a systematic literature review addressing the concept of SX in higher education, specifically aiming at undergraduate students. In this work, we approach the concept of SX from the perspective of customer experience (CX), based on the premise that students are users of higher education institutions’ products, systems and/or services. We reviewed articles published between 2011 and 2021, indexed in five databases (Scopus, Web of Sciences, ACM digital, IEEE Xplore and Science Direct), trying to address research questions concerning: (1) the SX definition; (2) dimensions, attributes and factors that influence SX; and (3) methods used to evaluate the SX. We selected 65 articles and analyzed various SX definitions, as well as scales and surveys to evaluate SX, mainly relating to satisfaction and quality in higher education. We propose a holistic definition of SX and recommend ways to achieve its better analysis.

The impacts of higher education institutions on sustainable development

2019 ◽  
Vol 20 (1) ◽  
pp. 23-38 ◽  
Author(s):  
Florian Findler ◽  
Norma Schönherr ◽  
Rodrigo Lozano ◽  
Daniela Reider ◽  
André Martinuzzi
Keyword(s):  
Higher Education ◽  
Sustainable Development ◽  
Literature Review ◽  
Conceptual Framework ◽  
Systematic Literature Review ◽  
Higher Education Institutions ◽  
Future Research ◽  
Content Type ◽  
Holistic Perspective ◽  
Indirect Impacts

PurposeThis paper aims to conceptualize impacts of higher education institutions (HEIs) on sustainable development (SD), complementing previous literature reviews by broadening the perspective from what HEIs do in pursuit of SD to how these activities impact society, the environment and the economy.Design/methodology/approachThe paper provides a systematic literature review of peer-reviewed journal articles published between 2005 and 2017. Inductive content analysis was applied to identify major themes and impact areas addressed in the literature to develop a conceptual framework detailing the relationship between HEIs’ activities and their impacts on SD.FindingsThe paper identifies six impact areas where direct and indirect impacts of HEIs on SD may occur. The findings indicate a strong focus on case studies dealing with specific projects and a lack of studies analyzing impacts from a more holistic perspective.Practical implicationsThis systematic literature review enables decision-makers in HEIs, researchers and educators to better understand how their activities may affect society, the environment and the economy, and it provides a solid foundation to tackle these impacts.Social implicationsThe review highlights that HEIs have an inherent responsibility to make societies more sustainable. HEIs must embed SD into their systems while considering their impacts on society.Originality/valueThis paper provides a holistic conceptualization of HEIs’ impacts on SD. The conceptual framework can be useful for future research that attempts to analyze HEIs’ impacts on SD from a holistic perspective.

scholarly journals Semi-Systematic Literature Review on Sustainability and Sustainable Development in Higher Education Institutions

2021 ◽  
Vol 13 (14) ◽  
pp. 7683
Author(s):  
Amila Omazic ◽  
Bernd Markus Zunk
Keyword(s):  
Higher Education ◽  
Sustainable Development ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Higher Education Institutions ◽  
Main Research ◽  
Agenda 2030 ◽  
Research Themes ◽  
Development Goals

Public sector organizations, primarily higher education institutions (HEIs), are facing greater levels of responsibility since adopting and committing to the Agenda 2030 for Sustainable Development (SD) and its 17 Sustainable Development Goals (SDGs). HEIs are expected to provide guidance for various stakeholders on this matter, but also to implement this agenda and the SDGs in their institutions. Although the role of these organizations has been recognized, the fields and issues that HEIs should address on their path towards sustainability and SD are still unclear. To provide further clarity, a semi-systematic literature review on sustainability and SD in HEIs was conducted to identify both the key concepts and main research themes that represent sustainability and SD in HEIs and to identify research gaps. This review increases our knowledge of this topic and enhances our understanding of sustainability and SD in the context of HEIs.

Quality assurance systems: enemies or allies of innovation in higher education institutions?

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mariana Ferreira de Mello Silva ◽  
Eduardo Raupp de Vargas
Keyword(s):  
Higher Education ◽  
Quality Assurance ◽  
Literature Review ◽  
Higher Education Institutions ◽  
University Management ◽  
Content Type ◽  
Body Of Knowledge ◽  
The University ◽  
The Relationship ◽  
Innovation In Higher Education

Purpose This study aims to examine the extant literature to analyze the relationship between quality assurance (QA) and innovation in the higher education context. Design/methodology/approach This study selected 63 articles through a systematic literature review in Scopus and Web of Science databases and performed a descriptive and thematic synthesis-analysis on the sample. Findings The research identifies several perspectives discussed on QA systems covering experiences, criticisms and practice implications. The literature review shows there is no clear consensus on whether innovation in higher education institutions (HEIs) is fostered or hindered by QA processes. However, it seems that the likelihood of innovativeness and positive QA outcomes are directly linked to how these processes are managed in universities. Research limitations/implications This review highlights the university management concerns that emerge with QA issues as it is not yet clear to what extent innovation is actually promoted in scenarios where QA is applied. Hence, this literature review could be considered comprehensive but not exhaustive. Further studies are recommended to improve the understanding of how HEIs can both innovate and ensure quality at the same time. Originality/value The paper contributes to the existing body of knowledge by advancing the opportunities and challenges that HEIs face due to QA system features.

Application of semantic technologies in bibliographic databases

2019 ◽  
Vol 38 (1) ◽  
pp. 113-137
Author(s):  
Tsvetanka Georgieva-Trifonova ◽  
Kaloyan Zdravkov ◽  
Donika Valcheva
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Keyword Search ◽  
Bibliographic Databases ◽  
Future Research ◽  
Semantic Technologies ◽  
Scientific Review ◽  
Content Type ◽  
Research Questions

Purpose The purpose of this paper is to summarize the current state of the existing research on the application of semantic technologies in bibliographic databases by providing answers to a set of research questions resulting from a systematic literature review. Design/methodology/approach The present study consists of conducting a systematic literature review of research works related to the application of semantic technologies in bibliographic databases. A manual keyword search is performed in known academic databases. As a result, a total of 78 literature sources are identified as related to the topic and included in the review. From the selected literature sources, information is extracted, which is then summarized and analyzed according to previously defined research questions and finally reported. Besides, a framework is defined to classify literature sources found and collected as a result of the study. The main criteria, according to which the classification is performed, are the used semantic technology and the research problem for which semantic technologies are applied in bibliographic databases. The classification of the publications is verified by each author independently of others. Findings The conducted systematic scientific review establishes that the evolution of semantic technologies sets a period of increased interest in the researchers, as a result of which the advantages of using them for bibliographic descriptions are examined and practically confirmed. After defining semantic models for bibliographic descriptions and approaches to transform existing bibliographic data into their correspondence, the research interest is directed at their comparison, collation; enrichment to facilitate search and retrieval of useful information. Possible perspectives for future research are outlined, which mainly relate to the complete use of the created data sets and their transformation into knowledge repositories. Originality/value Despite the increasing importance of the semantic technologies in various areas, including the bibliographic databases, there is a lack of comprehensive literature review and classification of literature sources relevant to this topic. The detailed study proposed in the present paper supports introducing with the existing experience in the application of semantic technologies in bibliographic databases, as well as facilitates the discovery of trends and guidelines for future research.

Factors contributing to Gen Z's deep learning: investigating undergraduates' course experience in Malaysian private higher education institutions

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Lei Mee Thien ◽  
Mi-Chelle Leong ◽  
Fei Ping Por
Keyword(s):  
Higher Education ◽  
Deep Learning ◽  
Significant Relationship ◽  
Teaching And Learning ◽  
Higher Education Institutions ◽  
Private Higher Education ◽  
Generic Skills ◽  
Content Type ◽  
Course Experience ◽  
Private Higher Education Institutions

PurposeThis study aims to examine the relationship between undergraduates' course experience and their deep learning approach and to identify areas of improvement to facilitate students' deep learning in the private higher education context.Design/methodology/approachData were collected from 844 Malaysian undergraduate students who studied in six private higher education institutions (HEIs) in Penang and Selangor. This study used partial least squares structural equation modelling (PLS-SEM) for data analysis.FindingsThe findings revealed that good teaching and appropriate assessment have no significant relationship with deep learning. Generic skills, clear goals and standards, appropriate workload and emphasis on independence are positively related to deep learning. Generic skills and emphasis on independence are two domains that deserve attention to enhance deep learning among undergraduates.Practical implicationsLecturers need to focus on to the cultivation of generic skills to facilitate students' deep learning. Student autonomy and student-centred teaching approaches should be empowered and prioritised in teaching and learning.Originality/valueThe current study has its originality in providing empirical findings to inform the significant relationship between dimensions of course experience and deep learning in Malaysian private HEIs. Besides, it also identifies the areas of improvement concerning teaching and learning at the private HEIs using importance-performance matrix analysis (IPMA) in a non-Western context.

Applied Areas of Three Dimensional Virtual Worlds in Learning and Teaching

2019 ◽  
pp. 172-192
Author(s):  
Reza Ghanbarzadeh ◽  
Amir Hossein Ghapanchi
Keyword(s):  
Higher Education ◽  
Literature Review ◽  
Virtual Environments ◽  
Systematic Literature Review ◽  
Virtual Worlds ◽  
Second Life ◽  
Teaching And Learning ◽  
Three Dimensional ◽  
Educational Goals ◽  
Learning And Teaching

Three Dimensional Virtual Worlds (3DVW) have been substantially adopted in educational and pedagogical fields worldwide. The current study conducted a systematic literature review of the published research relevant to the application of 3DVWs in higher education. A literature search was performed in eight high-ranking databases, and following scrutiny according to inclusion criteria, 164 papers were selected for review. The systematic literature review process was summarized, reviews undertaken by the authors, and results about the applicability of 3DVWs in higher education were extracted. A wide variety of application areas for the 3DVWs in higher education were found, and were classified into five main categories. Various 3DVW platforms and virtual environments used for educational goals were also identified. The results revealed Second Life as the most popular 3DVW platform in higher education. This study also found that by using 3DVW technology a wide range of virtual environments and virtual tools have been designed and applied in teaching and learning for higher education.

Higher education accreditation, quality assurance and their impact to teaching and learning enhancement

2019 ◽  
Vol 35 (4) ◽  
pp. 235-250
Author(s):  
Samar Aad Makhoul
Keyword(s):  
Higher Education ◽  
Teaching And Learning ◽  
Higher Education Institutions ◽  
Student Attrition ◽  
Faculty Members ◽  
Faculty Retention ◽  
Regional Accreditation ◽  
Learning Enhancement ◽  
Attrition Rates ◽  
Content Type

Purpose This paper aims to study the relationship between higher education accreditation and teaching and learning enhancements in academic institutions. Higher education institutions are now looking at satisfying the standard by standard list assigned by internationally recognized accreditation agencies. The purpose of this paper is to investigate whether outside quality confirmation can truly influence the inward life of higher education institutions. Will accreditation implementation have an impact on teaching and learning enhancement and drive institution change? Design/methodology/approach This study was based on an explanatory qualitative design whereby individual faculty members who are tenured or in tenure-track positions in business schools in Lebanese universities were interviewed. The latter universities from which interviewees were questioned are either the Association to Advance Collegiate Schools of Business (AACSB) accredited or currently pursuing accreditation. The sample included 30 faculty members from four different higher education Lebanese institutions. Findings Following thorough review of previous literature, and building on the outcomes of the interviews conducted for the purpose of this research, the author deduced that AACSB serves as the optimal guiding mechanism that incorporates effective evaluation criteria for learning quality and universities. There also exist a lack of commonality and shared standards among accrediting agencies. The researchers also highlight the need to introduce further quantification into the accrediting measures adopted including faculty retention and student attrition rates. Research limitations/implications Ranking agencies were not considered in this study. Those can be used to assess the effectiveness of higher education institutions and will provide fair quality assurance of learning. It is encouraged to incorporate the ranking agencies variable within the scope of future studies for further analysis. Practical implications The paper includes the need to introduce further quantification into the accrediting measures adopted including faculty retention and student attrition rates. Originality/value The focus of this study will be of particular interest to Business school seeking or maintaining accreditation. It will also be of interest to the Lebanese government if they want to look at having a regional accreditation. Future research could possibly explore the need to have a regional accreditation especially with the emerging numbers of higher education institutions in Lebanon.

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