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Related Experiment Video

Updated: Jun 5, 2026

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

Medical practice variation in Vietnam: a cross-sectional study.

TTDuong Doan1,2, Van Phuoc Le3, Cu Linh Le3,4

  • 1College of Health Sciences, VinUniversity, Gia Lam Commune, VinUniversity, Hanoi, 10000, Vietnam. duong.dtt@vinuni.edu.vn.

BMC Health Services Research
|June 4, 2026
PubMed
Summary
This summary is machine-generated.

Clinical quality varied significantly in Vietnamese hospitals, with unnecessary tests in obstetrics and cardiology leading to substantial financial waste. The E-Patient Quality Improvement and Standardization (EQIS) platform can identify these issues.

Keywords:
CardiologyClinical practiceClinical variationEQIS platformObstetricsSimulated e-patients

Related Experiment Videos

Last Updated: Jun 5, 2026

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

Area of Science:

  • Healthcare quality assessment
  • Clinical decision-making analysis
  • Health economics

Background:

  • Clinical care variation is a global concern linked to adverse health outcomes.
  • This study assessed provider decision-making and financial waste from unnecessary tests in Vietnam.
  • Focus areas included obstetrics and cardiology within a private health system.

Purpose of the Study:

  • To evaluate clinical decision-making among obstetric and cardiac providers in Vietnam.
  • To quantify financial waste attributed to unnecessary laboratory and imaging tests.
  • To demonstrate the utility of the E-Patient Quality Improvement and Standardization (EQIS) platform.

Main Methods:

  • A cross-sectional study involving 216 obstetric and 71 cardiac providers across seven Vietnamese hospitals.
  • Participants completed three simulated e-patient cases on the EQIS platform.
  • Unnecessary tests and associated costs were estimated based on deviations from evidence-based recommendations.

Main Results:

  • Substantial variation in clinical practice quality was observed, with mean scores of 73.5% for obstetrics and 80.0% for cardiology.
  • Diagnostic performance showed the lowest scores and highest variability across both specialties.
  • Providers ordered 2.4-2.9 unnecessary tests per case, resulting in estimated monthly excess costs of 330-495 million VND.

Conclusions:

  • Significant variation in clinical quality and prevalent unnecessary testing were found in Vietnamese obstetric and cardiac care.
  • The EQIS platform effectively assessed clinical practice patterns and estimated associated financial waste.
  • Findings highlight the need for quality improvement initiatives in these clinical areas.