Grantee Research Project Results
Journal Publications Details for Grant Number R835872C004
A Causal Inference Framework to Support Policy Decisions by Evaluating the Effectiveness of Past Air Pollution Control Strategies for the Entire United States
RFA:
Air, Climate And Energy (ACE) Centers: Science Supporting Solutions (2014)
Other Views
- All
Publications - Selected
Publication Types - Journal
Articles - Publications Submitted
After Final Report - Redisplay this page without
Reference Title, Journal, and Author Columns - Display this Page
in RIS Format
| Reference Type | Reference Title | Journal | Author | Citation | Progress Report Year | Document Sources |
|---|---|---|---|---|---|---|
| Journal Article | Propensity scores with misclassified treatment assignment: a likelihood-based adjustment. | BIOSTATISTICS | Braun D, Gorfine M, Parmigiani G, Arvold ND, Dominici F, Zigler C | Braun D, Gorfine M, Parmigiani G, Arvold ND, Dominici F, Zigler C.Propensity scores with misclassified treatment assignment: a likelihood-based adjustment.Biostatistics2017;18(4):695-710. |
R835872 (2016) R835872C004 (2016) |
|
| Journal Article | Improved asthma outcomes observed in the vicinity of coal power plant retirement, retrofit and conversion to natural gas | NATURE ENERGY | Casey J, Su J, Henneman L, Zigler C, Neophytou A, Catalano R, Gondalia R, Chen Y, Kaye L, Moyer S, Combs V, Simrall G, Smith T, Sublett J, Barrett M | Casey J, Su J, Henneman L, Zigler C, Neophytou A, Catalano R, Gondalia R, Chen Y, Kaye L, Moyer S, Combs V, Simrall G, Smith T, Sublett J, Barrett M. Improved asthma outcomes observed in the vicinity of coal power plant retirement, retrofit and conversion to natural gas. NATURE ENERGY 2020;5(5):398. |
R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Air pollution and mortality in the Medicare population. | NEW ENGLAND JOURNAL OF MEDICINE | Di Q, Wang Y, Zanobetti A, Wang Y, Koutrakis P, Choirat C, Dominici F, Schwartz JD | Di Q, Wang Y, Zanobetti A, Wang Y, Koutrakis P, Choirat C, Dominici F, Schwartz JD. Air pollution and mortality in the Medicare population. New England Journal of Medicine 2017;376(26):2513-2522. |
R834798 (Final) R834798C002 (Final) R835872 (2016) R835872 (2017) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Bayesian nonparametric adjustment of confounding | BIOMETRICS | Kim C, Tec M, Zigler C | Kim C, Tec M, Zigler C. Bayesian nonparametric adjustment of confounding. BIOMETRICS 2023;Early Access |
R835872 (2021) R835872C004 (Final) |
|
| Journal Article | Long-term effect of fine particulate matter on hospitalization with dementia. | None | Lee M, Schwartz J, Wang Y, Dominici F, Zanobetti A | Lee M, Schwartz J, Wang Y, Dominici F, Zanobetti A. Long-term effect of fine particulate matter on hospitalization with dementia. Environmental Pollution 2019;254:112. |
R834798 (Final) R835872 (2019) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Estimating the Causal Effect of Low Levels of Fine Particulate Matter on Hospitalization. | EPIDEMIOLOGY | Makar M, Antonelli J, Di Q, Cutler D, Schwartz J, Dominici F | Makar M, Antonelli J, Di Q, Cutler D, Schwartz J, Dominici F. Estimating the causal effect of low levels of fine particulate matter on hospitalization. Epidemiology 2017;28(5):627-634. |
R835872 (2016) R835872 (2017) R835872C003 (Final) R835872C004 (Final) R835872C005 (2016) |
|
| Journal Article | A causal exposure response function with local adjustment for confounding: Estimating health effects of exposure to low levels of ambient fine particulate matter | None | Papadogeorgou G, Dominici F | Papadogeorgou G, Dominici F. A causal exposure response function with local adjustment for confounding: Estimating health effects of exposure to low levels of ambient fine particulate matter. Annals of Applied Statistics 2020; 14(2):850-871. |
R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Statistical and machine learning methods for evaluating trends in air quality under changing meteorological conditions | ATMOSPHERIC CHEMISTRY AND PHYSICS | Qiu M, ZIgler C, Selin N | Qiu M, ZIgler C, Selin N. Statistical and machine learning methods for evaluating trends in air quality under changing meteorological conditions. ATMOSPHERIC CHEMISTRY AND PHYSICS 2022;22(16):10551-10566. |
R835872 (2021) R835872C004 (Final) R835872C005 (Final) |
|
| Journal Article | A Mechanistic Model of Annual Sulfate Concentrations in the United States | JOURNALS OF THE AMERICAN STATISTICAL ASSOCIATION | Wikle N, Hanks E, Henneman L, Zigler C | Wikle N, Hanks E, Henneman L, Zigler C. A Mechanistic Model of Annual Sulfate Concentrations in the United States. JOURNALS OF THE AMERICAN STATISTICAL ASSOCIATION 2022;. |
R834798 (Final) R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Air pollution and COVID-19 mortality in the United States:Strengths and limitations of an ecological regression analysis | None | Wu X, Nethery RC, Sabath MB, Braun D, Dominici F | Wu X, Nethery RC, Sabath MB, Braun D, Dominici F. Air pollution and COVID-19 mortality in the United States:Strengths and limitations of an ecological regression analysis. Science Advances 2020; 6(45) |
R834677 (Final) R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Evaluating the impact of long-term exposure to fine particulate matter on mortality among the elderly | SCIENCE ADVANCES | Wu X, Braun D, Schwartz J, Kioumourtzoglou M, Dominici F | Wu X, Braun D, Schwartz J, Kioumourtzoglou M, Dominici F. Evaluating the impact of long-term exposure to fine particulate matter on mortality among the elderly. SCIENCE ADVANCES 2020;6(29):eaba5692. |
R834798 (Final) R835872 (2020) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Impact of National Ambient Air Quality Standards nonattainment designations on particulate pollution and health. | None | Zigler CM, Choirat C, Dominici F | Zigler CM, Choirat C, Dominici F. Impact of National Ambient Air Quality Standards nonattainment designations on particulate pollution and health. Epidemiology 2018;29(2):165-174. |
R835872 (2016) R835872C004 (Final) R836156 (2018) R836156 (2020) |
|
| Journal Article | Invited Commentary: The Promise and Pitfalls of Causal Inference With Multivariate Environmental Exposures | AMERICAN JOURNAL OF EPIDEMIOLOGY | Zigler C | Zigler C. Invited Commentary: The Promise and Pitfalls of Causal Inference With Multivariate Environmental Exposures. AMERICAN JOURNAL OF EPIDEMIOLOGY 2021;190(12):2658-2661 |
R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Bipartite interference and air pollution transport: estimating health effects of power plant interventions | BIOSTATISTICS | Zigler C, Liu V, Mealli F, Forastiere L | Zigler C, Liu V, Mealli F, Forastiere L. Bipartite interference and air pollution transport: estimating health effects of power plant interventions. BIOSTATISTICS 2025;26(1) |
R835872 (Final) R835872C004 (Final) |
|
| Journal Article | Best practices for gauging evidence of causality in air pollution epidemiology. | None | Dominici F, Zigler C | Dominici F, Zigler C. Best practices for gauging evidence of causality in air pollution epidemiology. American Journal of Epidemiology 2017;186(12):1303-1309. |
R834798 (Final) R835872 (2017) R835872C004 (Final) |
|
| Journal Article | 0059 A global perspective on coal-fired power plants and lung cancer mortality. | OCCUPATIONAL AND ENVIRONMENTAL MEDICINE | Lin C, Christiani D, Lin RT | Lin C, Christiani D, Lin RT. 0059 A global perspective on coal-fired power plants and lung cancer mortality. Occupational and Environmental Medicine 2017;74:A16. |
R835872 (2018) R835872C004 (Final) |
|
| Journal Article | A breath of bad air:cost of the Trump environmental agenda may lead to 80 000 extra deaths per decade. | JAMA | Cutler D, Dominici F | Cutler D, Dominici F. A breath of bad air:cost of the Trump environmental agenda may lead to 80 000 extra deaths per decade. JAMA 2018;319(22):2261-2262. |
R835872 (2018) R835872C004 (Final) |
not available |
| Journal Article | A global perspective on sulfur oxide controls in coal-fired power plants and cardiovascular disease. | SCIENTIFIC REPORTS | Lin CK, Lin RT, Chen PC, Wang P, De Marcellis-Warin N, Zigler C, Christiani DC | Lin CK, Lin RT, Chen PC, Wang P, De Marcellis-Warin N, Zigler C, Christiani DC. A global perspective on sulfur oxide controls in coal-fired power plants and cardiovascular disease. Scientific Reports 2018;8(1):2611. |
R835872 (2018) R835872C004 (Final) |
|
| Journal Article | Adjusting for unmeasured spatial confounding with distance adjusted propensity score matching. | BIOSTATISTICS | Papadogeorgou G, Choirat C, Zigler CM | Papadogeorgou G, Choirat C, Zigler CM. Adjusting for unmeasured spatial confounding with distance adjusted propensity score matching. Biostatistics 2018;20(2):256-272. |
R835872 (2017) R835872 (2018) R835872C004 (Final) |
|
| Journal Article | Estimating the effects of PM on life expectancy using causal modeling methods. | ENVIRONMENTAL HEALTH PERSPECTIVES< | Schwartz JD, Wang Y, Kloog I, Yitshak-Sade MA, Dominici F, Zanobetti A | Schwartz JD, Wang Y, Kloog I, Yitshak-Sade MA, Dominici F, Zanobetti A. Estimating the effects of PM on life expectancy using causal modeling methods. Environmental Health Perspectives 2018;126(12):127002.. |
R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Model‐averaged confounder adjustment for estimating multivariate exposure effects with linear regression. | BIOMETRICS | Wilson A, Zigler CM, Patel CJ, Dominici F | Wilson A, Zigler CM, Patel CJ, Dominici F. Model‐averaged confounder adjustment for estimating multivariate exposure effects with linear regression. Biometrics 2018;74(3):1034-1044. |
R835872 (2017) R835872C004 (Final) R836156 (2019) R836156 (2020) |
|
| Journal Article | Short term exposure to fine particulate matter and hospital admission risks and costs in the Medicare population:time stratified, case crossover study. | None | Wei Y, Wang Y, Di Q, Choirat C, Wang Y, Koutrakis P, Zanobetti A, Dominici F Schwartz JD | Wei Y, Wang Y, Di Q, Choirat C, Wang Y, Koutrakis P, Zanobetti A, Dominici F and Schwartz JD. Short term exposure to fine particulate matter and hospital admission risks and costs in the Medicare population:time stratified, case crossover study. BMJ 2019; 367:l6258. |
R834798 (Final) R835872 (2019) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Air pollution accountability of energy transitions:the relative importance of point source emissions and wind fields in exposure changes. | ENVIRONMENTAL RESEARCH LETTERS | Henneman LR, Mickley LJ, Zigler CM | Henneman LR, Mickley LJ, Zigler CM. Air pollution accountability of energy transitions:the relative importance of point source emissions and wind fields in exposure changes. Environmental Research Letters 2019;14(11):115003. |
R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Causal inference in the context of an error prone exposure: air pollution and mortality. | THE ANNALS OF APPLIED STATISTICS | Wu X, Braun D, Kioumourtzoglou MA, Choirat C, Di Q, Dominici F | Wu X, Braun D, Kioumourtzoglou MA, Choirat C, Di Q, Dominici F. Causal inference in the context of an error prone exposure:air pollution and mortality. The Annals of Applied Statistics 2019;13(1):520-547. |
R835872 (2018) R835872C004 (Final) |
|
| Journal Article | Causal inference with interfering units for cluster and population level treatment allocation programs. | BIOMETRICS | Papadogeorgou G, Mealli F, Zigler CM | Papadogeorgou G, Mealli F, Zigler CM. Causal inference with interfering units for cluster and population level treatment allocation programs. Biometrics 2019; 75(3):778-787. |
R835872 (2018) R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Characterizing population exposure to coal emissions sources in the United States using the HyADS model. | ATMOSPHERIC ENVIRONMENT | Henneman LR, Choirat C, Ivey C, Cummiskey K, Zigler CM | Henneman LR, Choirat C, Ivey C, Cummiskey K, Zigler CM. Characterizing population exposure to coal emissions sources in the United States using the HyADS model. Atmospheric Environment 2019;203:271-280. |
R835872 (2018) R835872 (2019) R835872C004 (Final) |
|
| Journal Article | County-level radon exposure and all-cause mortality risk among Medicare beneficiaries. | ENVIRON INT | Yitshak-Sade M, Blomberg AJ, Zanobetti A, Schwartz JD, Coull BA, Kloog I, Dominici F Koutrakis P | Yitshak-Sade M, Blomberg AJ, Zanobetti A, Schwartz JD, Coull BA, Kloog I, Dominici F and Koutrakis P. County-level radon exposure and all-cause mortality risk among Medicare beneficiaries. Environ Int 2019; 130:104865. |
R835872 (2019) R835872C001 (Final) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Don't abandon evidence and process on air pollution policy. | SCIENCE | Goldman GT and Dominici F | Goldman GT and Dominici F. Don't abandon evidence and process on air pollution policy. Science 2019; 363(6434):1398-1400. |
R835872C004 (Final) |
not available |
| Journal Article | Epidemiology of cardiac amyloidosis-associated heart failure hospitalizations among fee-for-service medicare beneficiaries in the United States. | CIRCULATION HEART FAILURE | Gilstrap LG, Dominici F, Wang Y, El-Sady MS, Singh A, Di Carli MF, Falk RH, Dorbala S | Gilstrap LG, Dominici F, Wang Y, El-Sady MS, Singh A, Di Carli MF, Falk RH, Dorbala S. Epidemiology of cardiac amyloidosis-associated heart failure hospitalizations among fee-for-service medicare beneficiaries in the United States. Circulation Heart Failure 2019;12(6):e005407. |
R835872 (2018) R835872C004 (Final) |
|
| Journal Article | Estimating population average causal effects in the presence of non-overlap:the effect of natural gas compressor station exposure on cancer mortality. | THE ANNALS OF APPLIED STATISTICS | Nethery RC, Mealli F, Dominici F | Nethery RC, Mealli F, Dominici F. Estimating population average causal effects in the presence of non-overlap:the effect of natural gas compressor station exposure on cancer mortality. The Annals of Applied Statistics 2019;13(2):1242-1267. |
R835872 (2019) R835872C004 (Final) R836156 (2019) R836156 (2020) |
|
| Journal Article | High-dimensional confounding adjustment using continuous spike and slab priors. | BAYESIAN ANALYSIS | Antonelli J, Parmigiani G, Dominici F | Antonelli J, Parmigiani G, Dominici F. High-dimensional confounding adjustment using continuous spike and slab priors. Bayesian Analysis 2019;14(3):805-828. |
R835872 (2019) R835872C004 (Final) R836156 (2020) |
|
| Journal Article | Impact of long-term exposures to ambient PM2. | None | Rhee J, Dominici F, Zanobetti A, Schwartz J, Wang Y, Di Q, Balmes J, Christiani DC | Rhee J, Dominici F, Zanobetti A, Schwartz J, Wang Y, Di Q, Balmes J, Christiani DC. Impact of long-term exposures to ambient PM2.5 and ozone on ARDS risk for older adults in the United States. Chest 2019; 156(1):71-79. |
R835872 (2018) R835872 (2019) R835872C003 (Final) R835872C004 (Final) |
|
| Journal Article | Synthesis of Harvard Environmental Protection Agency (EPA) Center studies on traffic-related particulate pollution and cardiovascular outcomes in the Greater Boston Area. | JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION | Jhun I, Kim J, Cho B, Gold DR, Schwartz J, Coull BA, Zanobetti A, Rice MB, Mittleman MA, Garshick E, Vokonas P | Jhun I, Kim J, Cho B, Gold DR, Schwartz J, Coull BA, Zanobetti A, Rice MB, Mittleman MA, Garshick E, Vokonas P. Synthesis of Harvard Environmental Protection Agency (EPA) Center studies on traffic-related particulate pollution and cardiovascular outcomes in the Greater Boston Area. Journal of the Air & Waste Management Association 2019;69(8):900-917. |
R835872 (2019) R835872C002 (Final) R835872C004 (Final) |
|
| Journal Article | The Use of a Quasi-Experimental Study on the Mortality Effect of a Heat Wave Warning System in Korea. | INT J ENVIRON RES PUBLIC HEALTH | Heo S, Nori-Sarma A, Lee K, Benmarhnia T, Dominici F and Bell ML | Heo S, Nori-Sarma A, Lee K, Benmarhnia T, Dominici F and Bell ML. The Use of a Quasi-Experimental Study on the Mortality Effect of a Heat Wave Warning System in Korea. Int J Environ Res Public Health 2019; 16(12). |
R835872C004 (Final) |
not available |
| Journal Article | The future of climate epidemiology:opportunities for advancing health research in the context of climate change. | AMERICAN JOURNAL OF EPIDEMIOLOGY | Anderson GB, Barnes EA, Bell ML, Dominici F | Anderson GB, Barnes EA, Bell ML, Dominici F. The future of climate epidemiology:opportunities for advancing health research in the context of climate change. American Journal of Epidemiology 2019;188(5):866-872. |
R835871 (2019) R835871 (2020) R835872 (2019) R835872C004 (Final) |
|
| Journal Article | In Pursuit of Evidence in Air Pollution Epidemiology:The Role of Causally Driven Data Science. | EPIDEMIOLOGY | Carone M, Dominici F and Sheppard L | Carone M, Dominici F and Sheppard L. In Pursuit of Evidence in Air Pollution Epidemiology:The Role of Causally Driven Data Science. Epidemiology 2020; 31(1):1-6. |
R835872C004 (Final) |
not available |
| Journal Article | Posterior predictive treatment assignment methods for causal inference in the context of time-varying treatments. | EPIDEMIOLOGIC METHODS | Liao SX, Henneman L and Zigler C | Liao SX, Henneman L and Zigler C. Posterior predictive treatment assignment methods for causal inference in the context of time-varying treatments. Epidemiologic Methods 2020; 9(1):20190024. |
R835872C004 (Final) |
not available |
| Journal Article | Evaluation of the Health Impacts of the 1990 Clean Air Act Amendments Using Causal Inference and Machine Learning | None | Nethery RC, Mealli F, Sacks JD and Dominici F | Nethery RC, Mealli F, Sacks JD, Dominici F. Evaluation of the Health Impacts of the 1990 Clean Air Act Amendments Using Causal Inference and Machine Learning. Journal of the American Statistical Association 2020:1-12 |
R835872 (2020) R835872C004 (Final) |
|
| Journal Article | Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies. | J AM STAT ASSOC | Lee K, Small DS and Dominici F | Lee K, Small DS and Dominici F. Discovering Heterogeneous Exposure Effects Using Randomization Inference in Air Pollution Studies. J Am Stat Assoc 2021; 116(534):569-580. |
R835872C004 (Final) |
not available |
| Journal Article | Four decades of United States mobile source pollutants:Spatial–temporal trends assessed by ground-based monitors, air quality models, and satellites. | None | Henneman LRF, Shen H, Hogrefe C, Russell AG, Zigler CM | Henneman LRF, Shen H, Hogrefe C, Russell AG, Zigler CM. Four decades of United States mobile source pollutants:Spatial–temporal trends assessed by ground-based monitors, air quality models, and satellites. Environmental Science & Technology 2021;55:882–92 |
R835872C004 (Final) R835880 (Final) |
|
| Journal Article | Accountability assessment of health improvements in the United States associated with reduced coal emissions between 2005 and 2012. | EPIDEMIOLOGY,/EM> 2019;30(4):477-485. | Henneman LR, Choirat C, Zigler CM | Henneman LR, Choirat C, Zigler CM. Accountability assessment of health improvements in the United States associated with reduced coal emissions between 2005 and 2012. Epidemiology,/em> 2019;30(4):477-485.. |
R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Comparisons of simple and complex methods for quantifying exposure to individual point source air pollution emissions. | JOURNAL OF EXPOSURE SCIENCE & ENVIRONMENTAL EPIDEMIOLOGY | Henneman LR, Dedoussi IC, Casey JA, Choirat C, Barrett SR, Zigler CM | Henneman LR, Dedoussi IC, Casey JA, Choirat C, Barrett SR, Zigler CM. Comparisons of simple and complex methods for quantifying exposure to individual point source air pollution emissions. Journal of Exposure Science & Environmental Epidemiology 2020:1-10. |
R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Health effects of power plant emissions through ambient air quality. | JOURNAL OF THE ROYAL STATISTICAL SOCIETY:SERIES A | Kim C, Henneman LR, Choirat C, Zigler CM | Kim C, Henneman LR, Choirat C, Zigler CM. Health effects of power plant emissions through ambient air quality. Journal of the Royal Statistical Society:Series A. 2020. [Epub ahead of print]. |
R835872 (2019) R835872C004 (Final) |
|
| Journal Article | Inequitable Exposures to U. | None | Henneman LRF, Rasel MM, Choirat C, Anenberg SC and Zigler C | Henneman LRF, Rasel MM, Choirat C, Anenberg SC and Zigler C. Inequitable Exposures to U.S. Coal Power Plant-Related PM2.5:22 Years and Counting. Environ Health Perspect 2023; 131(3):37005. |
R835872C004 (Final) |
not available |
| Journal Article | Uncertainty in the design stage of two‐stage Bayesian propensity score analysis. | None | Liao SX, Zigler CM | Liao SX, Zigler CM. Uncertainty in the design stage of two‐stage Bayesian propensity score analysis. Statistics in Medicine 2020. [Epub ahead of print]. doi:10.1002/sim.8486. |
R835872 (2019) R835872C004 (Final) |
|
The perspectives, information and conclusions conveyed in research project abstracts, progress reports, final reports, journal abstracts and journal publications convey the viewpoints of the principal investigator and may not represent the views and policies of ORD and EPA. Conclusions drawn by the principal investigators have not been reviewed by the Agency.