ArticleHeliyon2023
The impact of financial development, health expenditure, CO2 emissions, institutional quality, and energy Mix on life expectancy in Eastern Europe: CS-ARDL and quantile regression Approaches.
Article in Heliyon, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
8 citing papers in PubMed, 37 citations in OpenAlex.
- Balancing CO₂ emissions, energy consumption, health expenditure: implications for life expectancy in GCC countries.BMC health services research · 2026Article
- Impact of air pollution on life expectancy: the role of digitalization, urbanization and institutional quality in BRICS economies.Frontiers in public health · 2026Article
- Restoring life expectancy in low-income countries: the combined impact of COVID-19, health expenditure, GDP, and child mortality.BMC public health · 2025Article
- Health inequalities and the influence of economic development, renewable energy, financial growth, and resource use in emerging economies.Frontiers in public health · 2025Article
- Do environmental degradation and geopolitical risk hinder life expectancy? The role of institutional quality and technological innovation.Frontiers in public health · 2025Article
- Article
- The long-term effect of social, educational, and health expenditures on indicators of life expectancy: an empirical analysis for the OECD countries.Frontiers in public health · 2024Article
- Do Environmental Degradation, ICT, Health Expenditure, and Institutional Quality Affect Life Expectancy?American journal of men's healthArticle
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In recent years, the interrelationships between the environment, energy, and health have received a growing amount of attention due to their substantial impact on the health of humans. By examining what influences Eastern Europeans' longevity between 1990 and 2021, this study hopes to contribute to this field of study. Energy consumption, health expenditure, pollution, institutional quality index (IQI), financial development, and other attributes profoundly impact human health. Because of the extensive network of commerce, tourism, education, religion, and treaties connecting East European countries, tests for cross-sectional dependence (CSD) and slope heterogeneity (SH) are utilized. After verifying the CSD and SH issues, the study uses the second generation's unit root and cointegration tests. As the previous test indicates, a new panel method, the cross-sectional autoregressive distributive lag (CS-ARDL) model, is required, as conventional estimations are inappropriate. The Quantile Regression (QR) method is also applied to check robustness. This study indicated that increased health expenditure, renewable energy consumption, and IQI improves health outcomes in Eastern European nations. There was a good connection between renewable energy consumption and health benefits, the study concluded. Though financial development positively impacts life expectancy, the impact is insignificant. On the other hand, the study also shows that CO
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.