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Health Benefits of Improvements in Air Quality: Background and Analysis Options
Prepared for Northwest Power and Conservation Council by Abt Associates Inc.
August 2013
Abt Associates | pg 2
Contents
Background
– Health impacts of air pollution
– Steps of Health Benefits Assessment (HBA)
– Applied example: Impacts of Chesapeake Bay TMDLs
Analysis options
– Screening-level analysis of PM impacts
– EPA RIA-style analysis for CAPs
– EPA RIA-style analysis for CAPs and HAPs
Abt Associates | pg 3
Health Impacts of Air Pollution
Source: Partiallyadapted fromWHO 2005
MortalityChronic illness: MI,
asthma, stroke, cancer
Acute illness: Respiratory and cardiovascular hospitalizations and
ER visits
Sub-clinical effects, labor productivity effects
Seve
rity
Affected Population
Abt Associates | pg 4
Steps of HBA
•Estimated activity
•Emission factors for air pollutants
1. Change in Emissions
•Dispersion modeling• Specialized software • Domain definition • Meteorology & air pollution sampling data
2. Reductions in Ambient Air Pollution •Epidemiological relationships
•Baseline health data
•Population size
3. Improvements in Health Outcomes
•Unit values for health effects
•Direct increases in value added
4. Value of Avoided Mortality & Morbidity
Abt Associates | pg 5
Chesapeake Study Setting
Analysis Element Analytical Choice
Modeled year 2025 (implementation year)
Changes in emissions (NH4)
1. Activity: Projected animal population in region2. NH4 emissions factors without BMP (baseline
scenario) and with BMP (control scenario)
Changes in air quality (PM2.5)
Ammonia is a precursor to fine particulate (PM2.5) matter. S-R matrix dispersion model was used for estimation.
Changes in health outcomes
Followed EPA PM RIA in quantifying reductions in premature mortality and several morbidity impacts.
Monetary benefits Followed EPA’s PM RIA in selection of unit values
Chesapeake TMDLs will result in BMPs reducing ammonia emissions from livestock management
Abt Associates | pg 6
Chesapeake Results for 2025
• Baseline emissions (no BMPs) : 71K tons NH4 / year
• Control emissions (with BMPs):68K tons NH4 / year
• County-level improvement in air quality in 2025:
• Max (DC): -0.4 ug/m3 PM2.5
• Several affected states
• 17-46 fewer premature adult deaths • 2-20 fewer MIs; 15 fewer
hospitalizations; 17 fewer ER, etc. • Economic value of avoiding
mortality and morbidity at 3% discount rate: $161,536 - $412,746 (Thous. 2010$)
Reductions in PM2.5
Monetary benefits
Abt Associates | pg 7
RTF Woodstove Analysis Setup
One model year
Two region-specific scenarios:
– Baseline: Some winter heat is generated by burning wood;
– Control: No winter heat is generated by burning wood, but there is a compensating increase in electricity use
Emissions of SOx, VOC, PM2.5, PM10, NOx, HAPS may be affected. All options will:
– Use EPA's Residential Wood Combustion Tool to estimate wood burning emissions baseline (at county- or grid-level, depending on the option).
– Require development and implementation of an approach to model commensurate changes in EGU emissions
Abt Associates | pg 8
Screening-Level Analysis
Impacts on PM2.5 onlyAir Quality• S-R matrix dispersion model in EPA’s COBRA to estimate reductions in ambient PM2.5 based on county-level
changes in emissions of direct PM2.5 and its precursors. • County level output • No uncertainty assessment
EPA’s set of PM2.5 epidemiological linksHealth• COBRA to quantify premature mortality, morbidity, and productivity impacts using standard EPA PM2.5 health
impact functions and internal data.• County-level output• No uncertainty assessment
EPA’s set of values for PM2.5 endpointsValue• COBRA to value premature mortality, morbidity, and productivity impacts using standard EPA PM2.5 unit values
and internal data.• County-level output• No uncertainty assessment
Abt Associates | pg 9
EPA RIA-style analysis for CAPs
Impacts on CAPsAir Quality• CMAQ dispersion model to estimate reductions in criteria air pollutants (NOx, SOx, PM, CO, O3, Lead) using grid-
level emissions. Additional data: meteorology and emissions from all other sources of air pollution.• 30x30 km grid or 12x12 km grid • No uncertainty assessment
EPA’s set of CAPs epidemiological linksHealth• BenMAP to quantify premature mortality, morbidity, and productivity impacts using standard EPA CAPs health
impact functions and internal data.• 30x30 km grid or 12x12 km grid• Health impact uncertainty assessment
EPA’s set of values for CAPs endpointsValue• BenMAP to value premature mortality, morbidity, and productivity impacts using standard EPA CAPs unit values
and internal data.• 30x30 km grid or 12x12 km grid• Valuation uncertainty assessment
Abt Associates | pg 10
EPA RIA-style analysis for CAPs & HAPs
Impacts of CAPs and select HAPsAir Quality• CMAQ dispersion model to estimate reductions in all air pollutants (NOx, SOx, PM, CO, O3, Lead, HAPs) using
grid-level emissions. Additional data: meteorology and emissions from all other sources of air pollution.• 30x30 km grid or 12x12 km grid • No uncertainty assessment
EPA’s CAPs epi-links + HAPs researchHealth• BenMAP to quantify CAPs health impacts using standard EPA functions and internal data.• Additional research needed to determine if there is sufficient HAPs epidemiological data to estimate impacts• 30x30 km grid or 12x12 km grid• Health impact uncertainty assessment for CAPs, unclear if possible for HAPs
EPA’s CAPs values + HAPs researchValue• BenMAP to value CAP health endpoints using standard EPA unit values and internal data.• Additional research needed to determine if there are HAPs endpoints that can be valued• 30x30 km grid or 12x12 km grid• Valuation uncertainty assessment for CAPs, unclear if possible for HAPs
Abt Associates | pg 11
Questions and Open Discussion
Contact Information
Frank Divita: (301) 347-5860 or [email protected]
Anna Belova: (301) 347-5304 or [email protected]