scholarly journals Utilising learning analytics to support study success in higher education: a systematic review

2020 ◽  
Vol 68 (4) ◽  
pp. 1961-1990 ◽  
Author(s):  
Dirk Ifenthaler ◽  
Jane Yin-Kim Yau
Author(s):  
Dirk Ifenthaler ◽  
Jane Yin-Kim Yau

<p class="0abstract"><span lang="EN-AU">Learning analytics show promise to support study success in higher education. Hence, they are increasingly adopted in higher education institutions. This study examines higher education experts’ views on learning analytics utilisation to support study success. Our main research question was to investigate how ready higher education institutions are to adopt learning analytics. We derived policy recommendations from an international systematic review of the last five years of learning analytics research. Due to the lack of rigorous learning analytics research and adoption in Germany, this study focusses on the German university context and examines how ready German university stakeholders are to adopt learning analytics. In order to validate the policy recommendations, we conducted an interview study from June to August 2018 with 37 German higher education stakeholders. The majority of participants stated that their institutions required further resources in order to adopt learning analytics but were able to identify what these resources were in order for successful implementation.</span></p>


2019 ◽  
Vol 9 (2) ◽  
pp. 165-188
Author(s):  
Liz Thomas

Increasing the number of students who complete their higher education (HE) studies is growing significantly across Europe; it is seen to contribute to individual and national prosperity, and to improve the efficiency of the HE system. The Higher Education Drop-out and Completion in Europe project examined the issue of “study success.” The methodology utilized a literature and policy review, two surveys of an HE expert in each European country, and eight in-depth mixed-method national case studies. This paper considers how in many European countries study success is not explicitly defined, and national policies can be ambiguous or even detrimental due to the lack of clarity about, and alignment with, study success. These flaws are reinforced by the lack of indicators and tools to measure study success, which would facilitate evaluation to improve national policies and institutional actions. These issues are illuminated by a comparison between the Czech Republic and England. A widely agreed definition of study success contributes to better policy alignment and allows performance indicators to be developed, which fosters a more coherent national and institutional approach to improving study success, but this needs to be underpinned by a shared national commitment, which values and promotes study success.


2018 ◽  
Vol 50 (5) ◽  
pp. 2594-2618 ◽  
Author(s):  
Anders Larrabee Sønderlund ◽  
Emily Hughes ◽  
Joanne Smith

JCSCORE ◽  
2018 ◽  
Vol 3 (1) ◽  
pp. 5-41
Author(s):  
Marc P. Johnston-Guerrero

Race has been one of the most controversial subjects studied by scholars across a wide range of disciplines as they debate whether races actually exist and whether race matters in determining life, social, and educational outcomes. Missing from the literature are investigations into various ways race gets applied in research, especially in higher education and student affairs. This review explores how scholars use race in their framing, operationalizing, and interpreting of research on college students. Through a systematic content analysis of three higher education journals over five years, this review elucidates scholars’ varied racial applications as well as potential implicit and explicit messages about race being sent by those applications and inconsistencies within articles. By better understanding how race is used in higher education and student affairs research, scholars can be more purposeful in their applications to reduce problematic messages about the essentialist nature of race and deficit framing of certain racial groups.


2014 ◽  
Author(s):  
John Witte ◽  
Joost de Jonge ◽  
Wouter Schoonman

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