Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project - Scorecard - MDSpire

Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project

  • By

  • Collin JC Exmann

  • Anna-Maria Hiltunen

  • Ira Haavisto

  • Anna Salminen

  • Maikki Messo

  • Mikko Nuutinen

  • Mark Hoogendoorn

  • Wiebe Boorsma

  • Elizabeth P Howard

  • Vanja Pešić

  • Mor Alon

  • Federica Mammarella

  • Rosa Liperoti

  • Olena Švihnosová

  • Daniela Fialová

  • Natalia Drapała

  • Katarzyna Szczerbińska

  • Anja Declercq

  • Hein PJ van Hout

  • Johanna De Almeida Mello

  • June 11, 2026

  • 0 min

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Clinical Scorecard: Adoption of Clinical Decision Support Systems by Healthcare Providers in Six European Nations and the United States: A Cross-Sectional Analysis from the I-CARE4OLD Initiative

At a Glance

CategoryDetail
Condition
Key MechanismsClinical Decision Support Systems (CDSS) provide alerts, diagnostic support, and evidence-based recommendations.
Target Population
Care Setting

Key Highlights

  • CDSS are designed to support healthcare professionals in clinical decision-making.
  • Integration of CDSS within Electronic Health Records (EHRs) can enhance real-time recommendations.
  • Knowledge-based and non-knowledge-based systems differ in their approach to decision support.

Guideline-Based Recommendations

Diagnosis

  • Use of interRAI assessments for evaluating older adults with CCC.

Management

  • Implement CDSS to inform treatment paths and care decisions.

Monitoring & Follow-up

  • Regularly assess the effectiveness of CDSS in clinical practice.

Risks

  • Consider potential gaps in interpreting results from CDSS.

Patient & Prescribing Data

Older adults with complex chronic conditions in long-term care and primary care settings.

CDSS can assist in balancing benefits and risks of interventions.

Clinical Best Practices

  • Ensure healthcare professionals are trained in using CDSS effectively.
  • Regularly update CDSS based on the latest clinical guidelines and evidence.

Related Resources & Content

Original Source(s)

Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project

  • by Collin JC Exmann, Anna-Maria Hiltunen, Ira Haavisto, Anna Salminen, Maikki Messo, Mikko Nuutinen, Mark Hoogendoorn, Wiebe Boorsma, Elizabeth P Howard, Vanja Pešić, Mor Alon, Federica Mammarella, Rosa Liperoti, Olena Švihnosová, Daniela Fialová, Natalia Drapała, Katarzyna Szczerbińska, Anja Declercq, Hein PJ van Hout, Johanna De Almeida Mello

  • June 11, 2026

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