Context matters: emergent variability in an effectiveness trial of online teaching modules
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
CONTEXT: Conducting research in real life settings (effectiveness studies) can introduce many confounding factors. Efficacy studies seek to control for researcher bias and data quality rather than considering how the efficacy of an intervention is changed by the contexts in which it is used. Relatively little is known about the impact of context on educational interventions, in particular on multimedia learning. METHODS: An effectiveness study to understand implementation variance of online educational modules in surgery clerkships was conducted in six US medical schools participating in an efficacy trial of different multimedia designs. Student and teacher experiences were captured through focus groups and one-to-one interviews with trial participants and their teachers. Audio-recordings of these sessions were transcribed and analysed using grounded theory techniques. RESULTS: Differences were identified in student and teacher perceptions of how the educational intervention had been implemented and how its uptake had been influenced by context-dependent factors: (i) the intervention was implemented in different ways to suit different educational contexts and this influenced how students and teachers responded to it; (ii) the ways students and teachers interacted with, and behaved around, the intervention influenced its uptake; (iii) the way the intervention was perceived by students and teachers influenced its uptake; and (iv) the medium and design of the intervention had a directing influence on its uptake. CONCLUSIONS: It was observed that each institutional context formed a complex educational ecology. The intervention became interwoven with different educational ecologies so that it could no longer be considered a stable variable across the study. We suggest that researchers should conduct implementation-profiling studies in advance of any intervention-based research to account for the constructing nature of educational ecologies on their interventions and in doing so to more clearly differentiate between efficacy and effectiveness studies.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.019 | 0.030 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it