Related Experiment Video
Updated: Mar 23, 2026

Utilizing Percutaneous Ventricular Assist Devices in Acute Myocardial Infarction Complicated by Cardiogenic Shock
Published on: June 12, 2021
Applying appropriate-use criteria to cardiac revascularisation in India
Neeraj Sood1, Allen P Ugargol2, Kayleigh Barnes1
1Schaeffer Center for Health Policy and Economics, Sol Price School of Public Policy, University of Southern California, Los Angeles, California, USA.
Insights
Appropriate-use criteria (AUC) show that 86.7% of cardiac revascularisation procedures in India were appropriate. These findings meet or exceed US benchmarks, suggesting high-quality cardiovascular care in India.
Area of Science:
- Cardiovascular Medicine
- Health Services Research
- Public Health Policy
Background:
- Coronary heart disease is prevalent in India, with a growing number of cardiac interventions.
- Appropriate-use criteria (AUC) are established in the USA for evaluating cardiovascular care but not yet in India.
Purpose of the Study:
- To apply AUC to cardiac revascularisation procedures in Karnataka, India.
- To compare the appropriateness of cardiac care in India with international standards.
- To identify potential improvements for cardiovascular care in India.
Main Methods:
- Data from 600 patients undergoing coronary artery bypass grafting or percutaneous coronary intervention were analyzed.
- The Vajpayee Arogyashree Scheme, a government insurance program in Karnataka, provided preauthorization data.
- Random imputation simulations were used to handle missing data for primary analysis.
Main Results:
- 86.7% of cardiac revascularisation procedures were deemed appropriate.
- 3.65% of procedures were classified as inappropriate.
- 9.63% of procedures had uncertain appropriateness.
Conclusions:
- The majority of cardiac revascularisation procedures in India are appropriate.
- The appropriateness rates meet or surpass those observed in the USA.
- These findings support the quality of cardiovascular interventions within India's healthcare system.
Objectives:
The high prevalence of coronary heart disease and dramatic growth of cardiac interventions in India motivate an evaluation of the appropriateness of coronary revascularisation procedures in India. Although, appropriate-use criteria (AUC) have been used to analyse the appropriateness of cardiovascular care in the USA, they are yet to be applied to care in India. In our study, we apply AUC to cardiac care in Karnataka, India, compare our results to international applications of AUC, and suggest ways to improve the appropriateness of care in India.
Setting:
Data were collected from the Vajpayee Arogyashree Scheme, a government-sponsored health insurance scheme in Karnataka, India. These data were collected as part of the preauthorisation process for cardiac procedures.
Participants:
The final data included a random sample of 600 patients from 28 hospitals in Karnataka, who obtained coronary artery bypass grafting or percutaneous coronary intervention between 1 October 2014 and 31 December 2014.
Primary And Secondary Outcome Measures:
We obtained our primary baseline results using a random imputation simulation to fill in missing data. Our secondary outcome measure was a best case-worst case scenario where missing data were filled to give the lowest or highest number of appropriate cases.
Results:
Of the cases, 86.7% (CI 0.837% to 0.892%) were deemed appropriate, 3.65% (CI 0.023% to 0.055%) were inappropriate and 9.63% (CI 0.074% to 0.123%) were uncertain.
Conclusions:
The vast majority of cardiac revascularisation procedures performed on beneficiaries of a government-sponsored insurance programme in India were found to be appropriate. These results meet or exceed levels of appropriate use of cardiac care in the USA.
More Related Videos
07:25Predicting Amputation using Local Circulating Mononuclear Progenitor Cells in Angioplasty-treated Patients with Critical Limb Ischemia
Published on: September 22, 2020
10:17Real-Time Cardiac Mapping with a Noninvasive Imageless Electrocardiographic Imaging System
Published on: April 11, 2025
Related Concept Videos
Cardiac Catheterization I: Pre-Procedure Overview
Coronary Artery Disease V: Interprofessional Care
Cardiovascular Drugs: Classification based on Therapeutic Indications
Cardiac Catheterization IV: Nursing Management
Cardiac Catheterization II: Right Heart Catheterization
Cardiomyopathy V: Interprofessional Care