Cardiovascular

Economic drivers and systemic disparities in invasive coronary angiography: Insights from a national claims database.

TL;DR

ICA utilization, outcomes, and costs in Iran were found to be significantly associated with clinical complexity, institutional characteristics, regional capacity, and environmental exposures.

Key Findings

The majority of invasive coronary angiography (ICA) hospitalizations in Iran were for non-acute indications, with acute coronary syndrome accounting for 17.0% of episodes.

  • Data from 158,584 hospitalizations were analyzed from the Iran Health Insurance Organization (IHIO) database.
  • 17.0% of episodes pertained to acute coronary syndrome.
  • The remaining 83.0% were for chronic or other indications.

The median inpatient cost for ICA hospitalization was PPP$2033, with interventional services accounting for the largest share of costs.

  • Median inpatient cost was PPP$2033.
  • Interventional services accounted for the largest share of costs at 37.1%.
  • Out-of-pocket expenditure was 16.6% of total costs.

Procedure complexity was the major predictor of inpatient costs, with a cost ratio of 4.37.

  • Procedure complexity had a Cost Ratio of 4.37 (95% CI 4.34–4.39).
  • Private ownership, heart center status, and weekend hospitalization were also significant predictors of costs.
  • Three-tier (patient, hospital, and province) generalized linear mixed models were used to model inpatient costs.

Revascularization was performed in nearly half of all ICA hospitalizations, with male sex and older age associated with higher revascularization odds.

  • Revascularization was performed in 47.2% of hospitalizations.
  • Male sex and older patients had higher revascularization odds, prolonged stays, and incurred higher costs.
  • Less deprived provinces had higher revascularization odds for chronic indications, indicating socioeconomic disparities in treatment.

Ambient pollution, lower socioeconomic deprivation, and higher healthcare capacity were associated with higher provincial ICA rates.

  • A multi-pollutant index was constructed using weighted quantile sum regression.
  • Higher capacity in terms of active beds and angiography devices was associated with higher provincial ICA rates.
  • Lower socioeconomic deprivation (i.e., more affluent provinces) was also associated with higher provincial ICA rates.
  • Ambient pollution exposure was an additional factor associated with provincial ICA rates.

Non-cardiac hospitalizations were associated with prolonged length of stay compared to cardiac hospitalizations.

  • Non-cardiac hospitalizations had prolonged length of stay (LOS).
  • LOS was modeled using three-tier generalized linear mixed models accounting for patient, hospital, and province levels.
  • Male sex and older age were also independently associated with prolonged stays.

Systemic disparities in ICA utilization exist across Iranian provinces, driven by regional capacity and socioeconomic factors.

  • Hospital case volume and provincial ICA rates were modeled using generalized linear models.
  • Provinces with higher numbers of active beds and angiography devices had higher ICA rates.
  • Less deprived (more affluent) provinces had higher revascularization odds for chronic indications, suggesting unequal access to elective cardiac procedures.

Private hospital ownership and heart center status were significant institutional predictors of higher inpatient costs.

  • Private ownership was identified as a significant predictor of higher costs in the three-tier generalized linear mixed models.
  • Heart center status was also independently associated with higher inpatient costs.
  • Weekend hospitalization was an additional institutional characteristic associated with higher costs.

What This Means

This research analyzed data from over 158,000 hospital stays involving heart artery imaging (invasive coronary angiography, or ICA) in Iran, using a national insurance database. The study found that the typical cost of such a hospitalization was about PPP$2,033, with patients paying about 16.6% out of pocket. Nearly half of all patients (47.2%) went on to have a procedure to open blocked arteries (revascularization), and the complexity of the procedure was by far the strongest driver of total costs. Men and older patients were more likely to have revascularization, stay longer in the hospital, and incur higher costs. The research also uncovered important geographic and institutional disparities. Wealthier, less deprived provinces had higher rates of ICA and were more likely to perform revascularization for non-emergency (chronic) heart disease, suggesting that access to elective cardiac care is unequal across the country. Regions with more hospital beds and cardiac imaging machines also had higher rates of ICA use, pointing to a supply-side influence on procedure rates. Environmental air pollution was also linked to higher regional ICA rates. Private hospitals and specialized heart centers were associated with higher costs compared to public or general hospitals. This research suggests that spending on cardiac procedures in Iran is shaped not just by how sick patients are, but also by where they live, what kind of hospital they attend, and broader social and environmental factors. These findings highlight the need for health policy reforms aimed at reducing geographic inequalities in cardiac care access and improving cost transparency, particularly in a developing country context where detailed cost analyses have previously been scarce.

Have a question about this study?

Citation

Aarabi S, Semnani F, Semnani K, Esmaeili S, Daroudi R, Rezaei M, et al.. (2026). Economic drivers and systemic disparities in invasive coronary angiography: Insights from a national claims database.. PloS one. https://doi.org/10.1371/journal.pone.0356496