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| Name | Class |
|---|---|
| University of Helsinki | OTHER |
| Western Uusimaa Welbeing Services county | UNKNOWN |
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Background There is currently no research evidence from randomized trial settings on the effectiveness of AI-assisted documentation. The aim of this study is to provide evidence regarding cost-effectiveness, professional experience, and patient experience.
Design Physician consultations participating in the study are randomized into AI-assisted and traditional documentation groups in a 1:1 repeated crossover design. The goal is to include approximately 1,000 consultations per group.
Methods Professionals will be asked to provide their own assessment of potential time savings, and the time spent on documentation will be measured using technical data from the documentation tools (cost-effectiveness). Additionally, professionals will complete baseline and follow-up surveys (professional experience), and patients will be sent a survey following the consultation (patient experience).
The study will include all acute and non-acute visits for the enrolled clinician. The study excludes sector-specific work and specialized consultations, such as maternity clinics, memory clinics, intellectual disability consultations, as well as non-Finnish-language consultations and interpreter-assisted consultations. The system has been primarily designed to monitor discussions between two individuals, and therefore, consultations where a guardian or companion accompanies the patient are also excluded from the study.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| AI-assisted documentation vs regular documentation | Other | All subjects (clinicians) will be in a single arm. However, appointmets of each clinican will be randomized into AI-assisted and traditional documentation groups in 1:1. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| AI assisted documentation | Other | This study will use Gosta Aide AI-assisted documentation platform |
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| Measure | Description | Time Frame |
|---|---|---|
| Time saved using AI-assisted documentation | The documentation platform will measure time used for documentation of the appointment for both AI-assisted and regular documentation. For each appointment separately, from the moment the patient leaves the appointment until the documentation is finished and saved to the patient records. | From enrollment until the of study (approx two months). |
| Measure | Description | Time Frame |
|---|---|---|
| Subjective time saving in documentation due to AI-assisted documentation | Each clinician will give their subjective assessment the time saved or wasted due to AI tool per appointment (in minutes) after each day through study completion (approximately two months). | Assessed once a day after the days appointments and records have been completed through study completion, expected 2 months.. |
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Inclusion Criteria:
Exclusion Criteria:
The study will include all acute and non-acute visits for the enrolled clinician. The study excludes sector-specific work and specialized consultations, such as maternity clinics, memory clinics, intellectual disability consultations, as well as non-Finnish-language consultations and interpreter-assisted consultations. The system has been primarily designed to monitor discussions between two individuals, and therefore, consultations where a guardian or companion accompanies the patient are also excluded from the study.
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Western Uusimaa Welbeing services county | Espoo, Nummela, Kirkkonummi | Finland |
Data contains sensitive information and cannot be shared due to Finnish research legislation
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Single-arm repeated crossover design
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| Clinician satisfaction questionnaire | Clinicans will report their satisfaction by assessing the effect of AI tool to quality of documentation. The questionnaire includes three questions answered in 1-5 likert scale where 1 worst and 5 best outcome. The questions are "How has AI affected time used in documentation?" (1 = IIncreased the time spent on documentation significantly, 5 = Decreased the time spent on documentation significantly) "How has AI affected the quality of documentation?" (1 = Decreased the quality of documentation significantly, 5 = Increased the quality of documentation significantly) "How has AI affected patient safety?" (1 = Significantly compromised patient safety, 5 = Significantly improved patient safety) | At the end of the study (expected two months) |
| Clinician satisfaction by Net Promotor Score (NPS) | Clinicans will report their satisfaction (regarding AI tool) by NPS. The question is stated "Would you recommend AI assisted documentation to your colleague?" and is assessed in scale 0-10 where 0 means would not recommend and 10 is would recommend extremely highly. | At the end of the study (expected two months) |
| Clinician satisfaction by willingness to continue with the tool | Clinicans will report their satisfaction by assessing whether they would like to continue with the AI-tool or using regular method. The question is stated "In future, would you prefer to do clinical documentation with the now used AI-based tool or as you were doing previously without the AI-based tool?" (With AI-tool/Without AI-tool) | At the end of the study (expected two months) |
| Patient satisfaction by Net Promotor Score (NPS) | Patient satisfaction will be assessed after each appointemnt using NPS. The patients who visit a participating clinician will receive a questionnaire including NPS once after each of their appointment. The scale is 0-10 where 0 is would not recommend the appointment at all and 10 would highly recommend the appointment. | Immediately after the randomized appointment |
| Patient satisfaction by Patient Enablement Instrument (PEI) | Patient satisfaction will be assessed after each appointemnt using PEI questionnaire. The patients who visit a participating clinician will receive a questionnaire including PEI once after each of their appointment. Score ranges between 0-12 and higher score indicates better outcome for the patient. | Immediately after the randomized appointment |
| Patient satisfaction by The Patient Satisfaction Questionnaire Short Form (PSQ-18) | Patient satisfaction will be assessed after each appointment using PSQ18 questionnaire. The patients who visit a participating clinician will receive a questionnaire including PSQ18 once after each of their appointment. Score ranges from 18 to 90 and higher score indicates worse patient experience. | Immediately after the randomized appointment |