Questa pagina è stata tradotta automaticamente e l'accuratezza della traduzione non è garantita. Si prega di fare riferimento al Versione inglese per un testo di partenza.

AI Chatbot-Enabled ePRO Symptom Monitoring and Self-Management for Early Cardiovascular-Kidney-Metabolic Syndrome

5 maggio 2026 aggiornato da: Pei-Shan, Tsai, Taipei Medical University
This randomized clinical trial aims to evaluate whether an AI chatbot-enabled, nurse-led electronic patient-reported outcome (ePRO) intervention can improve symptom management and self-care in adults with early-stage cardiovascular-kidney-metabolic (CKM) syndrome. The study will also assess the safety and feasibility of the intervention. Researchers will investigate whether the program reduces symptom burden, improves patient activation and health literacy, and lowers healthcare utilization such as emergency department visits and hospitalizations compared with usual ePRO monitoring alone. A total of 72 participants will be randomly assigned to either an intervention group, which receives weekly AI chatbot-supported symptom monitoring combined with nurse-led feedback and self-management support, or a control group receiving ePRO monitoring without feedback. Participants will complete PROMIS-29 assessments weekly and attend study evaluations at baseline, 3 months, and 6 months, while clinical outcomes and healthcare use are tracked through electronic medical records.

Panoramica dello studio

Stato

Non ancora reclutamento

Condizioni

Intervento / Trattamento

Descrizione dettagliata

The trial is a two-arm, parallel-group randomized controlled study designed to evaluate an AI chatbot-enabled, nurse-led ePRO-based care model for individuals with early-stage cardiovascular-kidney-metabolic (CKM) syndrome. A total of 72 adults aged 40 years and older will be recruited from three hospitals in Northern Taiwan and followed for six months. Participants will be randomly assigned in a 1:1 ratio to either an intervention group or a control group using a computer-generated block randomization sequence with concealed allocation. Due to the nature of the intervention, participant blinding is not possible; however, outcome assessors and data analysts will remain blinded.

The intervention group will receive a structured nurse-led program combined with an AI chatbot that delivers weekly PROMIS-29 symptom assessments, automated feedback, motivational self-management coaching, and risk-based alerts for clinical deterioration. Nurses will review alerts daily and provide tiered responses, including self-management guidance, teleconsultation, or referral to specialist care when necessary. The control group will receive standard care and weekly ePRO assessments without feedback or clinical integration.

Primary outcomes include symptom burden measured by PROMIS-29 v2.1, while secondary outcomes include patient activation, health literacy, and healthcare utilization (emergency visits and hospitalizations). Data will be collected at baseline, 3 months, and 6 months, and analyzed using linear mixed-effects models under an intention-to-treat framework. Safety monitoring will be continuous, with predefined clinical thresholds triggering automated alerts and nurse-led follow-up actions to ensure timely intervention and participant safety.

Tipo di studio

Interventistico

Iscrizione (Stimato)

72

Fase

  • Non applicabile

Contatti e Sedi

Questa sezione fornisce i recapiti di coloro che conducono lo studio e informazioni su dove viene condotto lo studio.

Contatto studio

  • Nome: Pei Shan Tsai, PhD in Nursing
  • Numero di telefono: 6300 +886 2 2736 1661
  • Email: ptsai@tmu.edu.tw

Luoghi di studio

  • Taiwan
    • No. 250號, Wuxing St, Xinyi District, Taipei City, 110
      • Taipei, No. 250號, Wuxing St, Xinyi District, Taipei City, 110, Taiwan
        • Taipei Medical University

Criteri di partecipazione

I ricercatori cercano persone che corrispondano a una certa descrizione, chiamata criteri di ammissibilità. Alcuni esempi di questi criteri sono le condizioni generali di salute di una persona o trattamenti precedenti.

Criteri di ammissibilità

Età idonea allo studio

  • Adulto
  • Adulto più anziano

Accetta volontari sani

No

Descrizione

Inclusion Criteria:

  • Adults ≥40 years
  • Classified as having stage CKM syndrome (stage 1-2)
  • Receiving outpatient care
  • Able to communicate in Mandarin/Taiwanese, and
  • Having access to a smartphone/tablet

Exclusion Criteria:

  • End-stage kidney disease requiring dialysis or are listed for kidney transplantation
  • Have terminal illness (<6 months life expectancy)
  • Have significant cognitive impairment
  • Currently enrolled in another interventional study targeting cardiovascular-kidney-metabolic syndrome or multimorbidity

Piano di studio

Questa sezione fornisce i dettagli del piano di studio, compreso il modo in cui lo studio è progettato e ciò che lo studio sta misurando.

Come è strutturato lo studio?

Dettagli di progettazione

  • Scopo principale: Terapia di supporto
  • Assegnazione: Randomizzato
  • Modello interventistico: Assegnazione parallela
  • Mascheramento: Separare

Armi e interventi

Gruppo di partecipanti / Arm
Intervento / Trattamento
Sperimentale: AI chatbot-enabled nurse-led program
Altro: AI chatbot-enabled nurse-led program.
Participants in the intervention group will receive a six-month nurse-led, AI chatbot-enabled symptom monitoring and self-management program integrating weekly ePRO assessments. The intervention begins with a structured nurse-led intake session including CKM assessment, symptom review, goal setting, and training on chatbot use. Participants complete weekly PROMIS-29 v2.1 assessments via a smartphone-based chatbot, which provides automated, rule-based feedback, self-management guidance, and motivational prompts. A risk-stratification algorithm generates alerts when symptom deterioration is detected. Nurses review alerts daily and provide follow-up via messaging, teleconsultation, or referral depending on severity, with same-day escalation for high-risk symptoms.
Altro: Control group
Usual care based on standard outpatient follow-up, without access to the AI chatbot or nurse-led coordination
Altro: Usual Care
Usual care based on standard outpatient follow-up, without access to the AI chatbot or nurse-led coordination

Cosa sta misurando lo studio?

Misure di risultato primarie

Misura del risultato
Misura Descrizione
Lasso di tempo
PROMIS-29 v2.1
Lasso di tempo: Baseline, 3 months, and 6 months after randomization
Symptom burden will be evaluated using the PROMIS-29 v2.1 Traditional Chinese version (31). This instrument comprises 29 items across seven domains: Physical Function, Depression, Anxiety, Fatigue, Sleep Disturbance, Social Participation, and Pain (Intensity and Interference). Most items are rated on a 5-point Likert scale (1-5), with a single pain intensity item scored from 0 to 10. Domain scores are summed and converted to standardized T-scores ranging from 0 to 100, with higher scores indicating greater symptom severity
Baseline, 3 months, and 6 months after randomization

Misure di risultato secondarie

Misura del risultato
Misura Descrizione
Lasso di tempo
PAM-13
Lasso di tempo: Baseline, 3 months, and 6 months.
Patient activation (PAM-13), which evaluates individuals' knowledge, skills, and confidence in managing their health. Items are rated on a 5-point Likert scale (from strongly disagree to strongly agree, with an additional "not applicable" option). Raw scores are converted using standardized calibration tables to a 0-100 scale, with higher scores indicating greater activation
Baseline, 3 months, and 6 months.
MMHLQ
Lasso di tempo: Baseline, 3 months, and 6 months.
Health literacy will be assessed using the 20-item Mandarin Multidimensional Health Literacy Questionnaire. Health literacy will be assessed using the 20-item Mandarin Multidimensional Health Literacy Questionnaire (MMHLQ), which covers five domains: obtaining, understanding, evaluating, and applying health information, as well as communication and interaction. Each item is rated on a 4-point Likert scale ranging from very difficult to very easy. Scores are transformed to a 0-50 scale using the formula (Mean - 1) × (50/3), with higher scores indicating better health literacy. Levels are categorized as insufficient (0-25), limited (25-33), sufficient (33-42), and excellent (42-50).
Baseline, 3 months, and 6 months.
Number of emergency department visit
Lasso di tempo: Baseline, 3 months, and 6 months.
the total count of times a patient visits the emergency department within a specified period during intervention program
Baseline, 3 months, and 6 months.
Hospitalizations
Lasso di tempo: Baseline, 3 months, and 6 months
The number of times a patient is admitted to a hospital within a specified period during intervention program
Baseline, 3 months, and 6 months

Collaboratori e investigatori

Qui è dove troverai le persone e le organizzazioni coinvolte in questo studio.

Sponsor

Taipei Medical University

Studiare le date dei record

Queste date tengono traccia dell'avanzamento della registrazione dello studio e dell'invio dei risultati di sintesi a ClinicalTrials.gov. I record degli studi e i risultati riportati vengono esaminati dalla National Library of Medicine (NLM) per assicurarsi che soddisfino specifici standard di controllo della qualità prima di essere pubblicati sul sito Web pubblico.

Studia le date principali

Inizio studio (Stimato)

30 maggio 2026

Completamento primario (Stimato)

31 luglio 2027

Completamento dello studio (Stimato)

31 luglio 2029

Date di iscrizione allo studio

Primo inviato

23 aprile 2026

Primo inviato che soddisfa i criteri di controllo qualità

5 maggio 2026

Primo Inserito (Effettivo)

11 maggio 2026

Aggiornamenti dei record di studio

Ultimo aggiornamento pubblicato (Effettivo)

11 maggio 2026

Ultimo aggiornamento inviato che soddisfa i criteri QC

5 maggio 2026

Ultimo verificato

1 maggio 2026

Maggiori informazioni

Termini relativi a questo studio

Parole chiave

Termini MeSH pertinenti aggiuntivi

Altri numeri di identificazione dello studio

  • N202603080

Piano per i dati dei singoli partecipanti (IPD)

Hai intenzione di condividere i dati dei singoli partecipanti (IPD)?

NO

Descrizione del piano IPD

Individual participant data (IPD) will not be publicly shared due to ethical and privacy considerations. However, de-identified datasets may be made available to qualified researchers upon reasonable request after publication, subject to approval by the corresponding author and the Institutional Review Board (IRB) of Taipei Medical University. Data sharing will comply with institutional policies and applicable data protection regulations

Informazioni su farmaci e dispositivi, documenti di studio

Studia un prodotto farmaceutico regolamentato dalla FDA degli Stati Uniti

No

Studia un dispositivo regolamentato dalla FDA degli Stati Uniti

No

Queste informazioni sono state recuperate direttamente dal sito web clinicaltrials.gov senza alcuna modifica. In caso di richieste di modifica, rimozione o aggiornamento dei dettagli dello studio, contattare register@clinicaltrials.gov. Non appena verrà implementata una modifica su clinicaltrials.gov, questa verrà aggiornata automaticamente anche sul nostro sito web .

Prove cliniche su AI chatbot-enabled nurse-led program.

Cerca prove simili

Sponsor e collaboratori

Condizioni mediche

Interventi farmacologici

CROs by country

CROs in Norway

Condizioni

Malattie rare

Interventi farmacologici

Supplementi dietetici

Sponsor / Collaboratori

Sedi

Sottoscrivi