Hoxha I, Guda B, Hoti A, Zhubi E, Selmani E, Avdiu B, Cegllar J, Marušič D, Osmani A. Clinical Decision-Making for Heart Failure in Kosovo: A Conjoint Analysis.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022;
19:14638. [PMID:
36429362 PMCID:
PMC9690698 DOI:
10.3390/ijerph192214638]
[Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 10/29/2022] [Accepted: 11/04/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND
Heart failure represents a life-threatening progressive condition. Early diagnosis and adherence to clinical guidelines are associated with improved outcomes for patients with heart failure. However, adherence to clinical guidelines remains limited in Kosovo.
OBJECTIVE
To assess the clinical decision-making related to heart failure diagnosis by evaluating clinicians' preferences for clinical attributes.
METHOD
Conjoint analysis with 33 clinical scenarios with physicians employed in public hospitals in Kosovo.
SETTING
Two public hospitals in Kosovo that benefited from quality improvement intervention.
PARTICIPANTS
14 physicians (internists and cardiologists) in two hospitals in Kosovo.
OUTCOME MEASURES
The primary outcome was the overall effect of clinical attributes on the decision for heart failure diagnosis.
RESULTS
When considering clinical signs, the likelihood of a heart failure diagnosis increased for ages between 60 to 69 years old (RRR, 1.88; CI 95%, 1.05-3.34) and a stable heart rate (RRR, 1.93; CI 95%, 1.05-3.55) and decreased for the presence of edema (RRR, 0.23; CI 95%, 0.15-0.36), orthopnea (RRR, 0.31; CI 95%, 0.20-0.48), and unusual fatigue (RRR, 0.61; CI 95%, 0.39-0.94). When considering clinical examination findings, the likelihood for heart failure diagnosis decreased for high jugular venous pressure (RRR, 0.49; CI 95%, 0.32-0.76), pleural effusion (RRR, 0.35; CI 95%, 0.23-0.54), hearing third heart sound, (RRR, 0.50; CI 95%, 0.33-0.77), heart murmur (RRR, 0.57; CI 95%, 0.37-0.88), troponin levels (RRR, 0.59; CI 95%, 0.38-0.91), and NTproBNP levels (RRR, 0.36; CI 95%, 0.24-0.56).
CONCLUSIONS
We often found odd and wide variations of clinical signs and examination results influencing the decision to diagnose a person with heart failure. It will be important to explore and understand these results better. The study findings are important for existing quality improvement support efforts and contribute to the standardization of clinical decision-making in the public hospitals in the country. This experience and this study can provide valuable impetus for further examination of these efforts and informing policy and development efforts in the standardization of care in the country.
Collapse