Teaching and Learning Analytics to Support Teacher Inquiry: A Systematic Literature Review

2017 ◽  
pp. 25-63 ◽  
Author(s):  
Stylianos Sergis ◽  
Demetrios G. Sampson
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Learning Analytics ◽  
Teaching And Learning ◽  
Teacher Inquiry ◽  
Support Teacher

scholarly journals Adopting Learning Analytics to Inform Postgraduate Curriculum Design: Recommendations and Research Agenda

2021 ◽  
Author(s):  
Denis Dennehy ◽  
Kieran Conboy ◽  
Jaganath Babu
Keyword(s):  
Curriculum Design ◽  
Learning Analytics ◽  
Research Agenda ◽  
Teaching And Learning ◽  
Vital Role ◽  
Teacher Inquiry ◽  
Business Analytics ◽  
Postgraduate Students ◽  
Improving Student Learning ◽  
Support Teacher

AbstractUnderstanding student sentiment plays a vital role in understanding the changes that could or should be made in curriculum design at university. Learning Analytics (LA) has shown potential for improving student learning experiences and supporting teacher inquiry. Yet, there is limited research that reports on the adoption and actual use of LA to support teacher inquiry. This four-year longitudinal study captures sentiment of postgraduate students at a university in Ireland, by integrating LA with the steps of teacher inquiry. This study makes three important contributions to teaching and learning literature. First, it reports on the use of LA to support teacher inquiry over four one-year cycles of a Master of Science in Business Analytics programme between 2016 and 2020. Second, it provides evidence-based recommendations on how to optimise LA to support teacher inquiry, with specific attention as to how these can improve the assimilation of LA into the curriculum design and delivery. Third, the paper concludes with a research agenda to help improve the adoption and integration of LA in the future.

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 DAMPAK PANDEMI COVID-19 TERHADAP PENERAPAN PEMBELAJARAN ONLINE DI INDONESIA: SEBUAH TINJAUAN PUSTAKA

2021 ◽  
Vol 14 (1) ◽  
pp. 29
Author(s):  
Muttaqin Choiri ◽  
Mutiara Cahyani Fajrin ◽  
Tanti Alfrida Novianti ◽  
Eva Nur Kholidah Putri Ms
Keyword(s):  
Online Learning ◽  
Literature Review ◽  
Systematic Literature Review ◽  
Learning Process ◽  
Teaching And Learning ◽  
Review Process ◽  
Health Crisis ◽  
Social Distancing ◽  
The World ◽  
Students Attitudes

Abstrak: Pandemi COVID-19 adalah krisis kesehatan yang sedang menjadi perhatian negara-negara di dunia saat ini. COVID-19 merupakan penyakit yang belum pernah teridentifikasi sebelumnya pada manusia yang disebabkan oleh virus Sars-CoV-2. Menyebarnya COVID-19 di Indonesia menyebabkan Indonesia perlu melakukan pembatasan sosial untuk mencegah meningkatnya jumlah pasien COVID-19. Pembatasan sosial menyebabkan terganggunya beberapa aktivitas di berbagai bidang, terutama di bidang pendidikan. Kajian yang dilakukan dalam penyusunan paper mengacu pada 10 artikel terbaru pada tahun 2020 yang membahas tentang permasalahan yang sedang terjadi saat ini, berkaitan dengan dampak COVID-19 terhadap pembelajaran online menggunakan metode Systematic Literature Review. Proses pengkajian 10 artikel ini diklasifikasi menjadi 3 kelompok sub topik. Berdasarkan kajian yang telah dilakukan, diperoleh hasil pembelajaran online di era pandemi COVID-19 sangat memacu pertumbuhan pembelajaran online yang memudahkan dalam proses belajar mengajar, namun jika dinilai dari perubahan sikap siswa, sistem tersebut lebih menunjukkan sisi negatif, sehingga diperlukan adanya evaluasi terkait pembelajaran online oleh pemerintah Kata kunci: Covid-19, pembelajaran online, Systematic Literature Review(SLR)Abstract: COVID-19 pandemic is a health crisis that currently has been becoming the concern of countries in the world. COVID-19 is a disease that has never been previously identified in humans, which is caused by the Sars-CoV-2 virus. The spread of COVID-19 in Indonesia has made this country need to do social distancing to prevent the increasing number of COVID-19 patients. This social distancing has disrupted several activities in various fields, especially in the field of education. The paper done refers to 10 current articles in 2020 that discuss current problems, with the COVID-19 impact of online learning using Systematic Literature Review method. The review process of these 10 articles was classified into 3 sub-topic groups. Based on the studies that had been carried out, the result of online learning in the COVID-19 pandemic era has greatly accelerated the growth of online learning which eases the teaching and learning process. However, if it is judged by the changes in the students’ attitudes, the system shows more of negative sides. Therefore, there should be an evaluation related to the online learning by the government.Keywords: Covid-19, online learning, Systematic Literature Review (SLR)

scholarly journals Learning Analytics: A Systematic Literature Review

2018 ◽  
Vol 9 (2) ◽  
Author(s):  
Seyyed Kazem Banihashem ◽  
Khadijeh Aliabadi ◽  
Saeid Pourroostaei Ardakani ◽  
Ali Delaver ◽  
Mohammadreza Nili Ahmadabadi
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Learning Analytics

scholarly journals Pengertian, Proses dan Peran Guru dalam Administrasi Kurikulum

2019 ◽  
Author(s):  
Yunita Rozalinda ◽  
Hade Afriansyah
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Teaching And Learning ◽  
Educational Goals ◽  
Learning Situation ◽  
Whole Process ◽  
Planning Implementation

This article was written to explain the understanding, process, and role of the teacher in curriculum administration. The method used to compile this article is a systematic literature review (SLR). Curriculum administration is the whole process of planned and earnest activities to help, and direct and foster the teaching and learning situation to run effectively and efficiently for the achievement of predetermined educational goals. In general the curriculum administration process consists of planning, implementation, supervision, evaluation.

Assessment Integration in Serious Games

Gamification ◽  
2015 ◽  
pp. 515-540
Author(s):  
Thomas Hainey ◽  
Thomas M. Connolly ◽  
Yaëlle Chaudy ◽  
Elizabeth Boyle ◽  
Richard Beeby ◽  
...  
Keyword(s):  
Literature Review ◽  
Systematic Literature Review ◽  
Serious Games ◽  
Teaching And Learning ◽  
Summative Assessment ◽  
The State ◽  
External Assessment ◽  
Traditional Assessment ◽  
Application Developers

Serious Games (SG) are developing a reputation with some educationalists as a useful supplementary approach for teaching and learning. Two important issues for SG application developers and educationalists are how the learning is assessed and how assessment is integrated into a SG application. This chapter presents the results of a systematic literature review on assessment integration in SG and highlights the state of the literature in this area by outlining important papers to act as a guide for educationalists tackling this important issue. This chapter defines assessment and discusses formative and summative assessment and embedded and external assessment. A discussion of traditional assessment approaches and assessment approaches in SG are presented along with a discussion of existing frameworks for the integration of assessment into a SG application. The chapter presents a number of examples of assessment in serious games.

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