The supporting role of learning analytics for a blended learning environment: Exploring students' perceptions and the impact on relatedness

[1]  J. Vermunt,et al.  Congruence and friction between learning and teaching , 1999 .

[2]  George Siemens,et al.  Penetrating the fog: analytics in learning and education , 2014 .

[3]  Doug Clow,et al.  The learning analytics cycle: closing the loop effectively , 2012, LAK.

[4]  Xiaolong Wang,et al.  Designing Academic Writing Analytics for Civil Law Student Self-Assessment , 2018, International Journal of Artificial Intelligence in Education.

[5]  The contribution of dispositional learning analytics to precision education , 2021 .

[6]  Michail N. Giannakos,et al.  Learning Analytics for Learning Design: A Systematic Literature Review of Analytics-Driven Design to Enhance Learning , 2019, IEEE Transactions on Learning Technologies.

[7]  Dirk Ifenthaler,et al.  The importance of students’ motivational dispositions for designing learning analytics , 2018, Journal of Computing in Higher Education.

[8]  Maren Scheffel,et al.  License to evaluate: preparing learning analytics dashboards for educational practice , 2018, LAK.

[9]  Marco Kalz,et al.  The MOOC and learning analytics innovation cycle (MOLAC): a reflective summary of ongoing research and its challenges , 2016, J. Comput. Assist. Learn..

[10]  R. Ellis,et al.  Quality in blended learning: Exploring the relationships between on-line and face-to-face teaching and learning , 2007, Internet High. Educ..

[11]  Camillia Matuk,et al.  Real-time visualization of student activities to support classroom orchestration , 2016 .

[12]  Kennon M. Sheldon,et al.  Basic psychological need satisfaction, need frustration, and need strength across four cultures , 2015 .

[13]  Dirk T. Tempelaar,et al.  In search for the most informative data for feedback generation: Learning analytics in a data-rich context , 2015, Comput. Hum. Behav..

[14]  Jared M. Carman,et al.  BLENDED LEARNING DESIGN: FIVE KEY INGREDIENTS , 2002 .

[15]  Charles R. Graham,et al.  Blended Learning Environments , 2005 .

[16]  Wolfgang Nejdl,et al.  EIC Team Farewell and New EIC Team Introduction , 2013, IEEE Trans. Learn. Technol..

[17]  George Siemens,et al.  Ethical and privacy principles for learning analytics , 2014, Br. J. Educ. Technol..

[18]  Hendrik Drachsler,et al.  Opportunities and Challenges in Using Learning Analytics in Learning Design , 2017, EC-TEL.

[19]  Donatella Persico,et al.  Online or face-to-face? Experimenting with different techniques in teacher training , 2007, J. Comput. Assist. Learn..

[20]  Dragan Gasevic,et al.  Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success , 2016, Internet High. Educ..

[21]  Amirrudin Kamsin,et al.  Challenges in the online component of blended learning: A systematic review , 2020, Comput. Educ..

[22]  Dragan Gasevic,et al.  Learning analytics to unveil learning strategies in a flipped classroom , 2017, Internet High. Educ..

[23]  Hendrik Drachsler,et al.  Privacy and analytics: it's a DELICATE issue a checklist for trusted learning analytics , 2016, LAK.

[24]  Maren Scheffel,et al.  From students with love: An empirical study on learner goals, self-regulated learning and sense-making of learning analytics in higher education , 2020, Internet High. Educ..

[25]  Charles R. Graham,et al.  Measuring student engagement in technology-mediated learning: A review , 2015, Comput. Educ..

[26]  Dirk Ifenthaler,et al.  Features students really expect from learning analytics , 2016, Comput. Hum. Behav..

[27]  Edward L. Deci,et al.  Self-determination theory and basic need satisfaction: Understanding human development in positive psychology. , 2004 .

[28]  Bram De Wever,et al.  Four key challenges to the design of blended learning: A systematic literature review , 2017 .