An Assessment Tool for Aseptic Technique in Resident Physicians: A Journey Towards Validation in the Real World of Limited Supervision
Bibliographic record
Abstract
PURPOSE: The purpose of this study was to describe the validation process for assessing an instrument to assess residents' aseptic technique skills. METHODS: The validation study entailed comparisons of the performance of aseptic technique procedures between postgraduate year-1 (PGY-1) surgical residents and PGY-2/3 surgical residents. We also compared the performance of PGY-1 surgical residents from 2 different academic years for the same procedures. Finally, we compared the performance of novices (medical students) and experts (operating room nurses) in an effort to determine validity. RESULTS: Our initial analysis found no significant difference between the performance of PGY-1 (mean score, 75.8) and PGY-2/3 (mean score, 75.6) surgical residents for aseptic technique (t((55)) = 0.84, P = 0.404). Further investigation of validity was obtained to determine whether the no difference results reflected a lack of reliability or validity or a true equivalence between the 2 cohorts. The comparison of novices and experts produced the following findings. For reliability, the internal consistency of the checklist for each of the 2 raters was 0.87 and 0.71 (Cronbach α), interrater reliability was 0.74, with P < 0.001 (intraclass correlation coefficient) for the global scale. (Internal consistency was done within instrument, ie, between items not between raters.) For validity, operating room nurses outperformed students on the global scale (t(14) = 7.47, P < 0.0001 and t((14)) = 10.66, P < 0.0001 for the 2 raters, respectively) and on several checklist items. The effect size values for raters were large (Cohen d = 3.0 and 4.4), providing validity evidence for the ability of this assessment to detect difference in performance on this task. CONCLUSION: The validation study showed that the instrument exhibited reliability and evidence for validity, making it useful for the assesment of aseptic technique skills in different specialties. Programs may want to consider using a validated instrument to check competence given that appropriate use of sterile technique frequently occurs in the context of unsupervised activities. Further work is needed to enhance resident skills in the area of aspectic technique because of limited improvement despite additional clinical experience.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.236 | 0.251 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.004 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".