At a glance
What matters most
- 01
The World Bank estimates the global health cost of PM2.5 at $8.1 trillion per year, or 6.1% of global GDP.
- 02
The Global Burden of Disease 2019 study attributed 6.4 million premature deaths to PM2.5 exposure.
- 03
Costs fall disproportionately on low- and middle-income countries.
- 04
Cognitive and productivity effects are measurable well below the concentrations that cause acute illness.
Invisible Tax Calculator
Estimate the annual impact on your productivity and health using live air quality data.
estimate your annual pollution cost.
The invisible tax calculator
Your employer deducts TDS. The government charges GST. And every year, the air quietly collects its own cut, in foggy thinking, sick days, and medical bills you never connect back to what you breathed. This calculator puts a rupee figure on that.
What it measures
Lost cognitive output (16% base rate from research) + respiratory medical spend + pollution-attributable sick days — weighted by your job type, outdoor exposure, and city's PM2.5.
Where the numbers come from
Live PM2.5 from Open-Meteo, seasonally adjusted to an annual equivalent. Productivity multipliers based on published Harvard / WHO air-cognition research.
A note on accuracy
These are directional estimates, not audited figures. Think of them as a minimum floor; the real cost is likely higher once you account for long-term compounding effects.
What is actually being costed
The estimate combines three components. Productivity loss reflects the measured reduction in cognitive and physical output on high-pollution days. Health spending covers additional medical costs associated with respiratory and cardiovascular effects. Lost days covers absence from work due to pollution-related illness.
The model scales these by job type, because the exposure and the productivity mechanism differ. Knowledge work is weighted most heavily for cognitive effects; physical outdoor work carries higher direct exposure but a different productivity profile.
What each input changes
| Input | Why it matters |
|---|---|
| City | Sets the PM2.5 concentration, drawn from recent history rather than a single day. |
| Annual salary | Scales the productivity component, which is expressed as a share of earnings. |
| Job type | Adjusts how strongly cognitive productivity effects apply. |
| Time outdoors | Raises the effective exposure above the indoor baseline. |
| Years in the city | Accumulates the cost over time and applies the cumulative health component. |
Limitations worth knowing
This is a modeled estimate derived from population-level economics, not an audit of your finances. It cannot account for your actual health status, insurance arrangements, employer, or the many non-pollution factors that affect productivity and medical spending.
- Population averages do not transfer cleanly to individuals.
- Productivity research varies considerably in methodology and effect size.
- The figures are modeled in Indian rupees and calibrated primarily to Indian data.
- Treat the output as an order-of-magnitude illustration, not an accounting figure.
Frequently asked questions
How much does air pollution cost the world economy?
The World Bank estimated the global health cost of PM2.5 air pollution at $8.1 trillion in 2019, equivalent to about 6.1% of global GDP.
Does air pollution really affect work performance?
A substantial body of research finds measurable declines in cognitive and physical productivity on high-pollution days, across settings from call centres to agricultural work and including examination performance.
Is this figure something I would actually pay?
Not directly. Much of it is indirect — reduced output, higher insurance and public health spending, and shortened healthy working life. It is an economic externality estimate rather than a bill.
How accurate is the estimate?
It is an order-of-magnitude illustration built from population-level research. Individual circumstances vary widely, and the underlying studies differ in methodology and effect size.
Primary sources
This reference was prepared from the following primary public-health and regulatory sources: