early warning systems

The Impact of Remote Learning on Student Mental Health

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Core idea Remote learning expands access and flexibility but is linked with increased loneliness, anxiety, and stress—especially when social connection, structure, and support are weak—so schools need intentional designs that protect well-being alongside academics. What studies show Why remote learning can strain well-being Protective factors that help Implementation playbook for schools Design the learning experience … Read more

The Role of Big Data in Predicting Student Performance

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Key point: Big data enables early, accurate prediction of student outcomes, so institutions can intervene proactively to boost achievement and retention. What “big data” looks like in education Educational big data blends high-volume, high-velocity, and high-variety streams such as LMS clickstream logs, assessments, attendance, demographics, prior grades, and even device/network usage, producing rich signals of … Read more