Effect of AI-Assisted Hand Hygiene Training on Hand Hygiene Competency in Newly Hired Workers
NCT07924696, Not applicable, Completed, Sir Run Run Shaw Hospital
Trial 10
As registered on ClinicalTrials.gov, in the graph's capture of the registry.
| Field | Value | Source |
|---|---|---|
| Title | Effect of AI-Assisted Hand Hygiene Training on Hand Hygiene Competency in Newly Hired Workers | ClinicalTrials.gov |
| NCT number | NCT07924696 | ClinicalTrials.gov |
| Status | Completed | ClinicalTrials.gov |
| Phases | Not applicable | ClinicalTrials.gov |
| Enrollment | 260 participants, actual | ClinicalTrials.gov |
| Lead sponsor | Sir Run Run Shaw Hospital | ClinicalTrials.gov |
| Conditions | Healthy Adult Participants | ClinicalTrials.gov |
| Interventions | AI-assisted hand hygiene training with real-time visual feedback, Conventional instructor-led hand hygiene training | ClinicalTrials.gov |
| First posted | 2026-11-09 | ClinicalTrials.gov |
| Last updated | 2026-11-09 | ClinicalTrials.gov |
Registered outcomes 1
Each outcome the trial registered, primary first, in ClinicalTrials.gov's words.
| List | Outcome | Time frame | Description | Source |
|---|---|---|---|---|
| Primary | Overall hand hygiene competency score | Immediately after the 45-minute practical training session | Hand hygiene competency was assessed immediately after training using an AI-based platform. The platform evaluated the WHO seven-step handwashing technique, decomposed into 12 sub-steps: palm-to-palm rubbing; palm-to-opisthenar rubbing (left and right); interlaced fingers; locked fingers (left and right); thumb rubbing (left and right); fingertip rubbing (left and right); and wrist rubbing (left and right). A sub-step was confirmed when cumulative detection exceeded 24 frames (\>2 seconds). Each confirmed sub-step was scored from 0 to 100 based on the mean retained confidence scores. If fewer than 24 confidence entries were retained, the sub-step score was 0. The overall score was the arithmetic mean of all 12 sub-step scores, rounded to one decimal place. Higher scores indicate better hand hygiene competency. | ClinicalTrials.gov |
Outcomes 0
Each outcome the trial posted results for, in ClinicalTrials.gov's words.
| Type | Outcome | Time frame | Population | Units | Measured as | Source |
|---|
Results by group 0
Each measurement the trial posted, group by group, in the words and numbers it posted.
| Outcome | Group | Category | Value | Spread | Units | Source |
|---|
Participant flow 0
How many started, completed or left each group, period by period.
| Period | Milestone | Group | Participants | Units counted | Source |
|---|
Adverse events 0
Each adverse event the trial posted, group by group: the participants affected out of those at risk.
| Type | Event | Organ system | Group | Affected | At risk | Events | Source |
|---|
Adverse event totals 0
The totals the trial posted for each group.
| Total | Group | Affected | At risk | Source |
|---|
Papers 0
The papers the trial lists on ClinicalTrials.gov.
| PMID | Listed as | Source |
|---|
Grants 0
The grants NIH RePORTER links to the trial, newest funded first: NIH's, and some of AHRQ's, CDC's, FDA's and VA's. Each shows its title, principal investigators, organization and funder in its newest year.
| Project | Title | Principal investigators | Organization | Funder | Fiscal years | Source |
|---|
Trial comparisons 0
Comparisons of the trial's two groups, calculated by ConductScience from the counts it posted.
| Comparison | Source |
|---|
Tests 0
The ConductCognition tests this trial's registered outcomes name, as ScienceGraph matched them in trial-tests-2026-11-12-0.2.1.
| Test | Named as | Source |
|---|
Source 5
| Field | Value | Source |
|---|---|---|
| Release | trials-2026-11-12-0.4.0 | ClinicalTrials.gov |
| Release manifest SHA-256 | 0f4a8d8c48aee2a7573ae0fa94ecbeab70c1adbe449bbc95c424bc7d3e97b9d4 | ClinicalTrials.gov |
| Registry capture | 2026-11-12 | ClinicalTrials.gov |
| Results copy, AACT | 2026-03-23 | ClinicalTrials.gov |
| NIH clinical studies file | 2026-11-13 | ClinicalTrials.gov |
Release trials-2026-11-12-0.4.0
ClinicalTrials.gov's posted results, through CTTI's AACT: ClinicalTrials.gov data via Aggregate Analysis of ClinicalTrials.gov (AACT), CTTI. CTTI makes its materials freely available and requests acknowledgement. https://aact.ctti-clinicaltrials.org/documentation/299 ClinicalTrials.gov's data carry an international copyright outside the United States: https://clinicaltrials.gov/about-site/terms-conditions.
ClinicalTrials.gov: none stated ClinicalTrials.gov's data carry an international copyright outside the United States: https://clinicaltrials.gov/about-site/terms-conditions.
NIH RePORTER's clinical studies and project files: Public domain (NIH RePORTER)