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Ambient AI til reduktion af plejepersonales dokumentationstid

29. oktober 2026 opdateret af: University of Wisconsin, Madison

En EHR-indlejret pragmatisk trinvist klinisk undersøgelse af omgivende kunstig intelligens til at reducere sygeplejepersonalets dokumentationstid

The goal of this clinical trial is to learn whether using Ambient Artificial Intelligence for nursing staff documentation in an inpatient setting will reduce the time spent in flowsheet documentation and enhance nurse staffing wellbeing.

Participants will use Ambient Listening AI software to draft documentation in discrete fields.

Studieoversigt

Status

Afsluttet

Betingelser

Intervention / Behandling

Detaljeret beskrivelse

This pragmatic trial is being conducted to test the effectiveness of Artificial Intelligence Driven Ambient Listening software on reducing time in flowsheet documentation among Registered Nurses (RNs) and nursing assistants (NAs) in an inpatient setting. The Ambient AI software uses Automated Speech Recognition technology with Large Language Models to automatically generate discrete flowsheet values from nurse-patient conversations in real-time. The clinical trial is an examination of the impact and usability of this implementation on the workload and well-being of nurses involved in the rollout of the software pragmatic Electronic Health Record embedded design integrated into clinical workflows and the health system IT infrastructure.

Undersøgelsestype

Interventionel

Tilmelding (Faktiske)

20

Fase

  • Ikke anvendelig

Kontakter og lokationer

Dette afsnit indeholder kontaktoplysninger for dem, der udfører undersøgelsen, og oplysninger om, hvor denne undersøgelse udføres.

Studiesteder

    • Wisconsin
      • Madison, Wisconsin, Forenede Stater, 53718
        • UW Health - East Madison Hospital

Deltagelseskriterier

Forskere leder efter personer, der passer til en bestemt beskrivelse, kaldet berettigelseskriterier. Nogle eksempler på disse kriterier er en persons generelle helbredstilstand eller tidligere behandlinger.

Berettigelseskriterier

Aldre berettiget til at studere

18 år og ældre (Voksen, Ældre voksen)

Tager imod sunde frivillige

Ja

Køn, der er berettiget til at studere

Alle

Beskrivelse

Inclusion Criteria:

  • Willingness to engage and use ambient technology
  • English speaking
  • All Registered Nurses and Nursing Assistants with the study inpatient units
  • Attest to completing all required training

Exclusion Criteria:

  • Planned leave more than 6 weeks during study timeframe

Studieplan

Dette afsnit indeholder detaljer om studieplanen, herunder hvordan undersøgelsen er designet, og hvad undersøgelsen måler.

Hvordan er undersøgelsen tilrettelagt?

Design detaljer

  • Primært formål: Sundhedstjenesteforskning
  • Tildeling: Randomiseret
  • Interventionel model: Parallel tildeling
  • Maskning: Ingen (Åben etiket)

Våben og indgreb

Deltagergruppe / Arm
Intervention / Behandling
Eksperimentel: Ambient Listening Group 1

The hospital unit will be randomized and all nursing staff within the unit will have access to start using Ambient AI at week 8.

Ambient AI software intervention is implemented into the nursing staff workflow. The software incorporates Automated Speech Recognition technology with Large Language Models to generate clinical documentation in real-time

Eksperimentel: Ambient Listening Group 2

The hospital unit will be randomized and all nursing staff within the unit will have access to start using Ambient AI at week 11.

Ambient AI software intervention is implemented into the nursing staff workflow. The software incorporates Automated Speech Recognition technology with Large Language Models to generate clinical documentation in real-time

Eksperimentel: Ambient Listening Group 3

The hospital unit will be randomized and all nursing staff within the unit will have access to start using Ambient AI at week 14.

Ambient AI software intervention is implemented into the nursing staff workflow. The software incorporates Automated Speech Recognition technology with Large Language Models to generate clinical documentation in real-time

Hvad måler undersøgelsen?

Primære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
Change in Active Time Spent in Flowsheets per shift hour
Tidsramme: Baseline to 22 weeks

To assess a change in nursing staff documentation time, the change active time spent in flowsheets per shift hour with the use of the Ambient Listening tool versus usual documentation will be reported.

Baseline to 22 weeks

Sekundære resultatmål

Resultatmål
Foranstaltningsbeskrivelse
Tidsramme
Change in Active Time Spent in Flowsheets per patient per shift
Tidsramme: Baseline to 22 weeks

To assess nursing staff documentation burden, the change in active time spent in flowsheets per patient shift will be reported.

Baseline to 22 weeks
Change in the number of clicks or taps in Flowsheets
Tidsramme: Baseline to 22 weeks

To assess nursing staff documentation burden, the change in the number of clicks or taps in flowsheets will be reported.

Baseline to 22 weeks
Change in Amount of Overtime Charting
Tidsramme: Baseline to 22 weeks

To assess nursing staff documentation burden, the change in time spent documenting after end time of assignment will be reported.

Baseline to 22 weeks
Change in Clinician Worklife Survey (Mini-Z) Score
Tidsramme: Baseline to 24 weeks

Professional Wellbeing will be assessed with the Mini Z 3.0, a 10 item tool (plus one open-ended question) designed to quickly assess clinician burnout, stress, satisfaction, and work-life drivers such as workload control, teamwork, and electronic health record (EHR) related stressors. The Mini Z survey is scored by summing responses to the first 10 items, each rated on a 1-5 Likert scale, producing a total score ranging from 10 to 50. Higher scores indicate better worklife conditions, with scores of 40 or above reflecting a "joyful" workplace.

Baseline to 24 weeks
Change in Mini-Z Subscale Scores: Supportive Work Environment
Tidsramme: Baseline to 24 weeks

Professional Wellbeing will also be assessed with Mini Z subscales. One Mini-Z subscale measures supportive work environment with 7-items (scores range from 7-35, higher scores indicate more supportive environment).

Baseline to 24 weeks
Change in Mini-Z (3.0) Subscale Scores: EHR Stress
Tidsramme: Baseline to 24 weeks

Professional Wellbeing will also be assessed with Mini Z subscales. One Mini-Z subscale measures EHR stress (scores range from 3-15, higher scores indicate more manageable EHR stress).

Baseline to 24 weeks
Change System Usability Scale (SUS)
Tidsramme: 11 weeks to 24 weeks

The SUS is a 10-item scale that assesses perceived usability of a system, in this case, the Abridge Ambient Listening Tool. It yields a single score that can range from 0-100 with higher scores indicating higher system usability.

11 weeks to 24 weeks

Samarbejdspartnere og efterforskere

Det er her, du vil finde personer og organisationer, der er involveret i denne undersøgelse.

Sponsor

Efterforskere

  • Ledende efterforsker: Ann Wieben, PhD, RN, University of Wisconsin, Madison
  • Ledende efterforsker: Jann Pfaff, PhD, RN, University of Wisconsin, Madison

Publikationer og nyttige links

Den person, der er ansvarlig for at indtaste oplysninger om undersøgelsen, leverer frivilligt disse publikationer. Disse kan handle om alt relateret til undersøgelsen.

Datoer for undersøgelser

Disse datoer sporer fremskridtene for indsendelser af undersøgelsesrekord og resumeresultater til ClinicalTrials.gov. Studieregistreringer og rapporterede resultater gennemgås af National Library of Medicine (NLM) for at sikre, at de opfylder specifikke kvalitetskontrolstandarder, før de offentliggøres på den offentlige hjemmeside.

Studer store datoer

Studiestart (Faktiske)

5. maj 2026

Primær færdiggørelse (Faktiske)

28. september 2026

Studieafslutning (Faktiske)

8. oktober 2026

Datoer for studieregistrering

Først indsendt

2. marts 2026

Først indsendt, der opfyldte QC-kriterier

2. marts 2026

Først opslået (Faktiske)

6. marts 2026

Opdateringer af undersøgelsesjournaler

Sidste opdatering sendt (Faktiske)

2. november 2026

Sidste opdatering indsendt, der opfyldte kvalitetskontrolkriterier

29. oktober 2026

Sidst verificeret

1. september 2026

Mere information

Begreber relateret til denne undersøgelse

Yderligere relevante MeSH-vilkår

Andre undersøgelses-id-numre

  • 2026-0311
  • UWMSN | Nursing | Admin (Anden identifikator: UW Madison)
  • Protocol Version 5/15/26 (Anden identifikator: UW Madison)

Plan for individuelle deltagerdata (IPD)

Planlægger du at dele individuelle deltagerdata (IPD)?

JA

IPD-planbeskrivelse

We plan to share the majority of our research documentation including the Study Protocol, Statistical Analysis Plan, Informed Consent Plan, Analytics Code, data dictionary, and de-identified survey and interview/focus group results data.

IPD-delingstidsramme

We will make the IPD information available in early 2027 once we have completed our analysis and are ready for publication. It will be available indefinitely.

IPD-delingsadgangskriterier

We will provide a publicly accessible GitLab link where all study materials can be downloaded

IPD-deling Understøttende informationstype

  • STUDY_PROTOCOL
  • SAP
  • ICF
  • ANALYTIC_CODE

Lægemiddel- og udstyrsoplysninger, undersøgelsesdokumenter

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