Organisational readiness for adaptive learning is a multi-faceted construct operationalised through technological, individual, and leadership readiness¶
Claim · All claims
Evidence · 1 study · qualitativer3·q2
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.
q2 i? Organisational readiness can be operationalised through technological readiness of the institution, individual readiness of students and staff, and leadership readiness to commit and allocate resources. → Mirata 2023
Evidence¶
Mirata 2023¶
Mirata, V., & Bergamin, P. (2023). Role of organisational readiness and stakeholder acceptance: an implementation framework of adaptive learning for higher education. Education Tech Research Dev. https://doi.org/10.1007/s11423-023-10248-7
q2 · i? · qualitative · r3
Authors' synthesis of the qualitative findings in the Discussion. The article adds that many existing organisational-readiness instruments have reliability and validity issues, so identifying determinants is used as an alternative method for assessing readiness.
"organisational readiness for the implementation of adaptive learning is a critical, multi-faceted construct that can be operationalised through (1) the technological readiness of the institution; (2) the individual readiness of students and staff to use adaptive learning systems in teaching and learning practices, and (3) leadership readiness to commit to adaptive learning by integrating it into the broader university strategy"
Discussion¶
Related Claims¶
- Government regulations and policy incentives are crucial external enablers of institutional AI adoption readiness — related
- Interviewees identified leadership prioritization, staff buy-in, and investments in staffing, training, partnerships, and funding as facilitators of trauma-engaged implementation — related
- Adaptive leadership is a critical enabler of successful AI adoption and institutional transformation in higher education — related
- Leadership commitment to adaptive learning was identified by both panels as a prerequisite, strengthened by strategy alignment and communication of empirical results — related
- Educators face challenges at the student level, teacher level, and institutional level — related
- Equity commitments in technology adoption face ongoing constraints from infrastructure, funding, and organizational capacity — related
- The leadership and commitment of administrators and heads of units were fundamental for attendance at the educational programme. — related
Page metadata
| Field | Value |
|---|---|
status |
review |
generated |
by process:wiki-ingest on 2026-10-29 |
trust |
unverified — no one has confirmed this page's content |
Frontmatter is the page's machine-readable record — see the Schema & Guide.