Findings are limited by perception-based self-report measures and a single online context, requiring further research on generalizability¶
Claim · All claims
Evidence · 1 study · causalr1·q1
Currency · newest study 2023 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q1 i? The authors state the results rest on student perceptions and one specific online context, so extrapolation to other courses, disciplines, LMS, and cultural contexts is untested. → María-Jesús Martínez-Argüelles 2023
Evidence¶
María-Jesús Martínez-Argüelles 2023¶
María-Jesús Martínez-Argüelles, Dolors Plana-Erta, Àngels Fitó-Bertran. (2023). Impact of using authentic online learning environments on students' perceived employability. Education Tech Research Dev. https://doi.org/10.1007/s11423-022-10171-3
q1 · i? · causal · r1
Authors' stated limitation in the discussion: the quantitative analysis is based on students' perceptions of employability, which are conditioned by personal characteristics such as self-regulation and self-efficacy, and the study was performed in a specific online context. This is an interpretive statement, not a tested result.
"Secondly, we must emphasize that the research was performed in a specific online context. Therefore, additional research is required to analyze to what extent these results can be extrapolated to other courses, disciplines, LMS and cultural contexts."
Discussion¶
Related Claims¶
- Findings are limited to a single-site business school sample, and generalizability across educational systems remains untested — possibly the same claim (merge candidate)
- Self-reported instruments measure AI self-efficacy (perceptions) rather than AI literacy abilities, so both should be included in comprehensive assessment — related
- Self-report measures of SRL capture perceptions of strategy use rather than implementation quality, and a combined trace-data approach may be best — related
- Questionnaire data may capture learners' perceptions rather than the strategies they actually performed — related
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