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Related Experiment Video

Updated: May 17, 2025

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
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Personalized Digital Care Pathways Enable Enhanced Patient Management as Perceived by Health Care Professionals:

David Rodrigues1,2,3, Clara Jasmins2,3, Ricardo Ladeiras-Lopes3,4

  • 1Comprehensive Health Research Centre, NOVA Medical School, Lisbon, Portugal.

JMIR Human Factors
|May 15, 2025
PubMed
Summary
This summary is machine-generated.

The UpHill Route v3 personalized digital care pathway system significantly enhances clinical decision-making and patient management. Healthcare professionals highly value this tool for improving adherence to guidelines and operational efficiency.

Keywords:
care integrationclinical pathwaydigitalheart failure

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Area of Science:

  • Digital Health
  • Clinical Informatics
  • Health Services Research

Background:

  • Clinical decision support systems (CDSS) are crucial for improving adherence to clinical practice guidelines and enhancing patient outcomes.
  • These systems provide timely, accurate, and relevant knowledge to clinicians at the point of care.

Purpose of the Study:

  • To investigate the perceived usefulness and practical implementation of the UpHill Route v3 personalized digital care pathway (PDCP) system.
  • To assess its impact on clinical decision-making and patient management in diverse clinical settings.

Main Methods:

  • A mixed-methods retrospective study involving 22 healthcare professionals (doctors and nurses) from four Portuguese National Health System units.
  • Data collection included anonymous questionnaires (Likert scale) and analysis of user interactions and internal database records for clinical pathways (heart failure, multimorbidity, diabetes, cancer).

Main Results:

  • Healthcare professionals reported high satisfaction with UpHill Route v3, with mean scores above 7.6 for adherence to protocols, decision support, patient care improvement, and management confidence.
  • The system informed 25,741 clinical decisions and supported 9,254 actions across 3,574 patients.

Conclusions:

  • The UpHill Route v3 PDCP tool is highly valued by healthcare professionals for supporting clinical decision-making and improving operational efficiency.
  • This system effectively bridges the gap between clinical guidelines and real-world healthcare practice.