Stage 3: Develop location-specific air quality, population, health and concentration-response parameters to refine the analysis 01 Set objectives 02 Make a plan for health impact assessment (including exposure, socioeconomic and economic analysis if desired) 03 Characterizing exposure: collect monitoring data 04 Characterizing exposure: use air quality monitoring data to validate exposure assessments 05 Characterizing exposure: collect detailed population data 06 Characterizing exposure: collection detailed health data 07 Run the analysis (including sensitivity analysis) 08 Implement a communications plan Stage 3: Develop location-specific air quality, population, health and concentration-response parameters to refine the analysisAs compared to Stage 2, you can quantify health impacts over a broader array of health endpoints, using more spatially resolved data and more advanced methods. You might now use population and background health data that are stratified by specific age ranges and causes of illness and death, allowing you to estimate impacts across an array of both mortality and morbidity effects. In addition to the attributable counts of death and illnesses estimated in Stage 2, you may also quantify Disability Adjusted Life Years (DALYs), Life Years Lost and changes in Life Expectancy at birth. Because you are constrained to using historical air quality monitoring data you can answer policy questions regarding prior exposures, but not those occurring in the future. Key objectives for Stage 3:Select spatially resolved (i.e., sub-national) population and incidence rates that can be used to quantify impacts at a more spatially resolved scale than Stage 2.Clearly describe how the more spatially resolved estimates of health impacts can address your policy question(s)Quantify a broader array of metrics than Stage 2, including DALYs, Life Years Lost and changes in Life Expectancy. You will find below the Health Impact Assessment Guidance for Stage 3. Stage 1, Stage 2, Stage 4, and Stage 5 are also available. If you are unsure which Stage best applies to your current circumstances, take the Interactive Questionnaire to find out. 01 Set objectivesAgree with key stakeholders what question you are seeking to answer through a health impact assessment and why. For example, you may want to know the number of deaths and illnesses associated with air pollution in a specific location or the government may want to estimate the benefits of implementing a specific policy. At this stage, you may want to consider more sophisticated exposure analysis, using more detailed geographic or demographic data. You should still consider whether to first conduct a screening assessment to provide a basic understanding of who is potentially affected, the impact, if any, on health as well as the potential scale of any impacts before proceeding to a full health impact assessment. It may be useful to refer back to the Emission Inventory or Decision Support guidance to inform objectives or questions for analysis. Introduction to Health Impact Assessment of Air Pollution 2024 Online Training & Resources Two Decades of Air Pollution Health Risk Assessment: Insights From the Use of WHO’s AirQ and AirQ+ Tools 2024 Scientific publications Previous Next Show Supporting Resources Hide Supporting Resources 02 Make a plan for health impact assessment (including exposure, socioeconomic and economic analysis if desired)Based on the objectives set in Step 1, your jurisdiction's air quality and health staff should meet jointly to plan for a health impact assessment. Working collaboratively, you should develop a plan to gather appropriate data that is representative for your jurisdiction, to dedicate staff who will learn the appropriate tools and conduct the assessments, and to ensure you have the budgetary resources and buy-in from management to support the assessment process and utilize the results. For a basic health impact assessment, you will follow the steps in Stage 2. The steps that follow provide guidance on conducting more detailed exposure analysis. Generic guidelines and tools: Policy brief 4 on health impact assessments and incorporating health into environmental assessments 2023 Guidelines, Tools & Models City Solutions Toolkit: Health impacts assessment tools for cities 2021 Guidelines, Tools & Models The Health Impact Assessment (HIA) Resource and Tool Compilation: A Comprehensive Toolkit for New and Experienced HIA Practitioners in the U.S. 2016 Guidelines, Tools & Models Previous Next Show Supporting Resources Hide Supporting Resources 03 Characterizing exposure: collect monitoring dataWith more advanced monitoring data and modeling capacity you may be able to conduct more detailed exposure analysis (e.g., population weighted exposure instead of city-wide average exposure). Where possible, use data from official sources such as a government-run monitoring network. Where there are limits to data available, data produced by other trusted sources such as researchers, global satellite data or modelled estimates. Networks of low-cost sensors may also be useful to provide finer scale data. OpenAQ Explorer Database Health impact assessment of decreases in PM10 and ozone concentrations in the Mexico City Metropolitan Area. A basis for a new air quality management program 2014 Scientific publications Previous Next Show Supporting Resources Hide Supporting Resources 04 Characterizing exposure: use air quality monitoring data to validate exposure assessmentsYou will need information about the amount of air pollution that people are exposed to and, if analyzing the impacts of a policy change, the estimate of the change in air pollution that is expected to result from that policy change. The format of the data required will depend on the tool you are using. It is possible to use data for a range of spatial (i.e., geographic region) and temporal (i.e., time period) scales. However, the spatial and temporal scales should be the same across all data sets (e.g., air pollution, population, and health statistics). 05 Characterizing exposure: collect detailed population dataYou will need information about the population that is exposed to air pollution. This could come from a national census, surveys, university studies or other data. The format of the data required will depend on the tool you are using and some tools have population information built in. It is possible to use data for a range of spatial (i.e., geographic region) and temporal (i.e., time period) scales. However, the spatial and temporal scales should be the same across all data sets (e.g., air pollution, population, and health statistics). At this stage, you should consider using data that is stratified by demographic information (i.e., age, race, sex) which will allow you to quantify impacts for different subgroups. 06 Characterizing exposure: collection detailed health dataAt this stage, you may be able to use more detailed information on health impacts, including additional health outcomes (e.g., morbidity in addition to mortality). As above, the data used should match the spatial and temporal scale of the other data used in the analysis. Data could come from official government sources or scientific studies. Quantifying Multipollutant Health Impacts Using the Environmental Benefits Mapping and Analysis Program–Community Edition (BenMAP-CE): A Case Study in Atlanta, Georgia 2024 Scientific publications Health Risk Assessment of Air Pollution: Assessing the environmental burden of disease in Europe in 2021 2024 Reports, Case Studies & Assessments Previous Next Show Supporting Resources Hide Supporting Resources 07 Run the analysis (including sensitivity analysis)After formatting the data to input in your preferred tool, you will run your analysis for your main question. You should also run a series of sensitivity analysis to understand how the results change when you adjust key variables or use different C-R functions. If using more detailed health or demographic data you will likely want to run more sensitivity analyses to test your conclusions. It is important to conduct rigorous QA/QC, which could include two analysts running the same analysis to ensure the results are replicable. Health impact and related cost of ambient air pollution in Tehran 2019 Scientific publications Previous Next Show Supporting Resources Hide Supporting Resources 08 Implement a communications planIt is important to carefully consider how you will communicate the results of your analysis and translate technical information into something that can be understood by policymakers and members of the public. First, consider the original question the analysis was conducted to answer and whether the results are useful for that purpose. You will also need to understand any uncertainties in the analysis or critical assumptions made and to be able to explain how changes in those factors could affect the results. If you are using more detailed demographic or health data, there is likely to be public and political interest in any disparities that are revealed by the analysis. The guidance on Public Engagement and Communication also provides helpful advice on how to approach this Step.
Two Decades of Air Pollution Health Risk Assessment: Insights From the Use of WHO’s AirQ and AirQ+ Tools 2024 Scientific publications
Generic guidelines and tools: Policy brief 4 on health impact assessments and incorporating health into environmental assessments 2023 Guidelines, Tools & Models
The Health Impact Assessment (HIA) Resource and Tool Compilation: A Comprehensive Toolkit for New and Experienced HIA Practitioners in the U.S. 2016 Guidelines, Tools & Models
Health impact assessment of decreases in PM10 and ozone concentrations in the Mexico City Metropolitan Area. A basis for a new air quality management program 2014 Scientific publications
Quantifying Multipollutant Health Impacts Using the Environmental Benefits Mapping and Analysis Program–Community Edition (BenMAP-CE): A Case Study in Atlanta, Georgia 2024 Scientific publications
Health Risk Assessment of Air Pollution: Assessing the environmental burden of disease in Europe in 2021 2024 Reports, Case Studies & Assessments