Students in focus groups were positive about adaptive courseware but reported alignment, access, and reliability concerns¶

Claim · All claims
Evidence · 1 study · qualitative r2 · q2
Currency · newest study 2020 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person

Subclaims¶

q2 i? Focus group students reported roughly four hours of weekly courseware use and were largely positive, but almost half cited course-courseware misalignment, about a third experienced glitches, and about one in eight had device or internet access difficulty. → Digital Promise 2020

Evidence¶

Digital Promise 2020¶

Digital Promise. (2020). Every Learner Everywhere and Lighthouse Institutions: First-Year Experiences. https://digitalpromise.dspacedirect.org/items/abf8db78-dc7a-4f4f-b06a-b00d1bda63e8 doi:10.51388/20.500.12265/99

q2 · i? · qualitative · r2

Online focus groups with 34 students from five institutions (about three-quarters students of color), coded in nVivo. Students reported "an average of approximately four hours per week" of use; concerns also included software crashes and desire for more instructor interaction.

"Almost half of the students had examples of situations where the courseware and the other content in the course were not aligned."

Discussion¶

Related Claims¶

• Included studies suggest engagement increases when adaptive platform activities are tailored to learners' personal needs and emotional state — the general claim this finding bears on, with the studies behind it
• Most instructors using adaptive courseware believed it improved student learning and would use it again — related
• About half of students reported instructors helped bridge courseware guidance and their understanding through outreach, availability, and responsiveness — related
• Immediately after closure, New York charter students lacked adequate devices (44.4% on average) more often than adequate internet access (27.0%), while teachers were almost universally equipped — related
• Studies in which students used familiar online-learning software reported positive achievement effects during school closures — related
• AI in adult education risks reinforcing existing inequalities via the digital divide, particularly for rural, low-income, and marginalized learners — related
• Adaptive courseware in a corequisite statistics course was associated with improved course outcomes, particularly for Pell-eligible and corequisite students, but effects are confounded with instructor practices — related
• Courseware can bridge gateway math learning gaps through tailored tutorials, study tools, diagnostics, and targeted practice — related
• Courseware impact varied by context: positive on average in 4-year institutions but insignificant in 2-year colleges, more positive in biology, psychology, and math/statistics, and positive when the comparison course was face-to-face rather than the same modality. — related