Table 3.

Design principles for self-regulated learning analytics (SRLA) for lifelong learners

#Design principleSpecifications of design principle for SRLA
DP1Principle of personalized monitoringShould generate personalized information and visualization for learners to self-monitor and rehearse their learning process toward the planned goals
DP2Principle of persuasive motivationShould provide personalized features to stimulate interest and excitement to boost their motivation and engagement in learning
DP3Principle of critical reflectionShould deliver formative and summative feedback based on different standards and from different stakeholders for adaptive improvements
DP4Principle of social supportShould recommend and provide access to social and psychological support
DP5Principle of ethics and privacyShould provide anonymity and transparency for personal data and protect data against accidental or unlawful destruction or accidental loss, alteration, unauthorized disclosure or access
Source: By authors

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