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. 2026 Mar 26;14:1742610. doi: 10.3389/fpubh.2026.1742610

Table 2.

Variable description.

Variable name Abbreviation Description Source
Commercial bank branches (per 100,000 adults) CBBR Number of commercial bank branches per 100,000 adults, representing financial access and the institutional reach of the banking system WDI
Renewable energy consumption (% of total final energy consumption) RENW Share of renewable energy in total final energy consumption, reflecting the transition toward clean and sustainable energy sources WDI
Carbon dioxide (CO2) emissions (total), excluding LULUCF (Mt CO2e) CO2E Total national carbon dioxide emissions excluding land-use change and forestry, measuring aggregate environmental pressure from economic activity WDI
PM2.5 air pollution, mean annual exposure (μg/m3) PM2.5 Population-weighted average exposure to fine particulate matter (PM2.5), capturing air quality and environmental degradation WDI
Mortality rate, infant (per 1,000 live births) IMR Number of infants dying before reaching one year of age per 1,000 live births, representing child health outcomes WDI
Mortality rate, under-5 (per 1,000 live births) U5MR Number of children dying before age five per 1,000 live births, indicating broader public health conditions WDI
GDP per capita (constant US$) GDPPC Income per person, measuring economic development, included as a control variable to capture scale effects consistent with the Environmental Kuznets Curve hypothesis WDI
Urban population (% of total population) URB Share of population living in urban areas, included as a control variable to capture demographic concentration, pollution exposure intensity, and urban health risks WDI
Government expenditure (% of GDP) GOV Total government expenditure as a percentage of GDP, included as an additional macroeconomic control to capture the role of public spending in environmental quality and health outcomes WDI
Energy use/fossil fuel consumption share (% of total energy use) EFCS Share of total energy consumption derived from fossil fuels, included to capture the impact of energy use and fossil fuel dependency on environmental quality WDI
GDP per capita squared (constant US$) GDPPC2 The square of GDP per capita, included to test the Environmental Kuznets Curve (EKC) hypothesis, reflecting the non-linear relationship between economic growth and environmental degradation WDI