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ChapraPollution Health Impact

966 days of CPCB data (2021–2024), translated through WHO 2021, Berkeley Earth and EPIC AQLI methods. Based on CPCB station data, 2016–present.

4.4 cigs/day9.1 y lost0.4% AQG daysEast zone

Bihar · Live Chapra AQI →

Living in Chapra is the population-level health-equivalent of smoking 4.4 cigarettes a day — roughly 1,616 cigarettes a year. On average, that chronic exposure shortens life expectancy by about 9.1 years per resident.

Cigarette-equivalence (Berkeley Earth 2015) and life-years lost (EPIC AQLI) are peer-reviewed communication heuristics, not clinical diagnoses. Full sources linked on the methodology page.

Headline impact numbers

Cigarettes / day equivalent
4.4
1,616 cigs/year (Berkeley Earth)
Life-years lost per resident
9.1
AQLI coefficient (EPIC Chicago)
WHO AQG clean days
4
of 966 (0.4%)

Cigarettes/day by year

Annual average cigarette-equivalent.

0123456787.920214.920224.620233.32024

Clean-air days (NAQI ≤ 50) by year

Days when NAQI stayed in the “Good” band.

20210 of 32 days (0.0%)20222 of 318 days (0.6%)20234 of 324 days (1.2%)202430 of 292 days (10.3%)

Which WHO tier did Chapra meet?

24-hour PM2.5 compliance vs WHO 2021 targets.

  • AQG
    4 days (0.4%)
  • IT-4
    11 days (1.1%)
  • IT-3
    74 days (7.7%)
  • IT-2
    91 days (9.4%)
  • IT-1
    224 days (23.2%)
  • Above IT-1
    562 days (58.2%)

WHO AQG (15) · IT-4 (25) · IT-3 (37.5) · IT-2 (50) · IT-1 (75) µg/m³ (24-hour PM2.5).

Life-years lost, by disease

Applying WHO's global attribution (68/14/14/4) to Chapra's 9.1 year estimate.

9.1ylost / person
  • Heart + stroke: 6.2y
  • COPD: 1.3y
  • Child ALRI: 1.3y
  • Lung cancer: 0.4y

Worst and best months

Worst month
Jan
7.9 cigs/day equivalent
Best month
Jul
2.0 cigs/day equivalent

Drill into full monthly pattern on the seasonal Chapra page →

High-risk days for vulnerable residents

Days above WHO IT-3 (37.5 µg/m³) — pregnancy & infant risk elevated
877 (90.8%)
Days above WHO IT-1 (75 µg/m³) — high risk for children under 5
562 (58.2%)

Source: WHO 2021 AQG interim-target risk framework; WHO 2024 ambient-air fact sheet identifies children under 5 and pregnant residents as the most vulnerable groups.

How Chapra compares to nearby cities

  • Similar exposure
    Muzaffarpur
    4.7 cigs/day · 9.7 y lost · +0.3 vs Chapra
  • Similar exposure
    Siwan
    4.7 cigs/day · 9.6 y lost · +0.3 vs Chapra
  • Cleaner peer
    Bāghpat
    4.4 cigs/day · 8.9 y lost · -0.1 vs Chapra
  • Dirtier peer
    Bhagalpur
    4.4 cigs/day · 9.1 y lost · +0.0 vs Chapra

What the numbers say

Overview

Chapra's air pollution translates to about 4.4 passive cigarettes per resident per day. That's 1,616 cigarette-equivalents annually, inhaled without choice.

The data story

EPIC's AQLI research attributes about 9.1 life-years lost per person from this chronic exposure. The WHO Air Quality Guideline was met on just 4 of 966 days (0.4%); 562 days (58.2%) exceeded even the 75 µg/m³ Interim Target-1 threshold.

Why this pattern

The burden concentrates in January — when the average cigarette-equivalent climbs to 7.9/day — and eases in July (2.0/day). Globally, WHO attributes 68% of PM2.5 deaths to heart disease and stroke, with the remainder split across COPD, childhood ALRI, and lung cancer.

What to do with this

Cigarette-equivalence is a communication tool, not a medical verdict. Still, the direction is clear: time indoors with a HEPA unit and a good-fit mask outdoors during the 877 days (90.8%) above WHO IT-3 meaningfully lowers exposure — especially for pregnant residents and children under 5.

Frequently asked questions

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