Socioeconomic determinants of affordability of medication: a panel data econometric analysis in Iran

影响药品可负担性的社会经济因素:伊朗的面板数据计量经济学分析

阅读:1

Abstract

BACKGROUND: One of the key aspects of fair access to healthcare is access to affordable medications, which is essential for almost every government. Exploring and estimating the effects of the Social Determinants of Health (SDH) on affordability is an important step to clarify and picture the equity in health and targets for policy making. This paper attempts to estimate these effects on medication affordability in Iran. METHODS: We used data from the Iran Households Survey (IHS) in a 26-year period from 1997 to 2022. We developed a panel data econometric model to estimate the effects of Socioeconomic Determinants (SEDs) on medication expenses and three ratios, including: medication expense/ health costs, income, and all costs, as affordability indices. We employ Fixed Effect (FE) estimators, Random Effect (RE) estimators, Panel Tobit (PT) estimators, and Maximum Likelihood Estimators (MLE) for this purpose. RESULTS: the mean medication expenses for each household are about 1.45E + 07 IRR adjusted in 2021(1400 Persian calendar) inflation rate. The Concentration Index (CI) is about 0.12. The median of the medication expenses/ health expenses is about 33.5%. We don’t realize that inequality for this ratio between provinces (CI = -0.01), increase prevalence of rare disease, age of households’ head, increase the share of food and housing expenses, and increase family size can increase household expenses and financial burden. Instead of getting a transfer payment as a cash subsidy, having insurance can reduce medication costs. CONCLUSION: This study uses provincial panel data to explore socioeconomic determinants of medication affordability, incorporating novel variables like rare disease prevalence, internet access, government support, and pharmacist population. Results show minimal inequality in medication costs among wealthier provinces, with no differences in the medication-to-health expense ratio. Older age, larger household size, and rare disease prevalence hinder affordability, while private insurance and government subsidies improve access. No significant correlations were found between affordability and national insurance or availability. Future research should investigate the causal mechanisms and occupational and educational differences.

特别声明

1、本页面内容包含部分的内容是基于公开信息的合理引用;引用内容仅为补充信息,不代表本站立场。

2、若认为本页面引用内容涉及侵权,请及时与本站联系,我们将第一时间处理。

3、其他媒体/个人如需使用本页面原创内容,需注明“来源:[生知库]”并获得授权;使用引用内容的,需自行联系原作者获得许可。

4、投稿及合作请联系:info@biocloudy.com。