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Ambient air pollution and consumer spending: Evidence from Spain
John Brandt1, Nihit Goyal2, Matthew Moroney3
1World Resources Institute, Washington, DC, United States of America.
Higher ozone pollution significantly reduces consumer spending in Spain, with no strong recovery afterward. This economic impact, particularly on younger and older demographics, is an overlooked cost of air pollution.
Area of Science:
- Environmental Economics
- Public Health
- Consumer Behavior
Background:
- Economic research on air pollution primarily addresses macroeconomic effects.
- Studies indicate air pollution can trigger avoidance behaviors, like reduced outdoor activity.
- The impact of air pollution on consumer spending remains under-researched.
Purpose of the Study:
- To investigate the association between air pollution and consumer spending in Spain.
- To determine if ozone and fine particulate matter influence daily retail spending.
- To explore potential heterogeneity in this relationship across age groups.
Main Methods:
- Utilized high-frequency data on ozone and fine particulate matter concentrations.
- Combined pollution data with daily brick-and-mortar retail spending data for 129 Spanish postal codes in 2014.
- Employed a linear fixed effects model to estimate the association between pollution levels and spending.
Main Results:
- A 1-standard deviation increase in ozone concentration was linked to a 3.9% decrease in consumer spending (p<0.01).
- No statistically significant association was found between fine particulate matter and consumer spending (p>0.10).
- The negative impact of ozone on spending showed no significant short-term bounce-back effect and was more pronounced in individuals under 25 and over 45.
Conclusions:
- Ozone pollution has a discernible negative impact on consumer spending, even at levels below WHO guidelines.
- This finding suggests an unaccounted economic cost of air pollution affecting retail activity.
- Policymakers should consider these consumer spending impacts when addressing air quality regulations.
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