Time series analysis on the health effects of temperature: advancements and limitations.

The association between extreme temperatures and health outcomes has been frequently investigated during the last few years. This assessment is usually based on a time series design, a framework which has gained a substantial development in the last two decades. In this contribution we offer an overview of the recent methodological advancements which provide new statistical tools to examine the health effects of temperature in a time series setting, highlighting at the same time the main limitations that still affect this research area.

[1]  Steven Roberts,et al.  A distributed lag approach to fitting non-linear dose-response models in particulate matter air pollution time series investigations. , 2007, Environmental research.

[2]  F. Dominici,et al.  Combining evidence on air pollution and daily mortality from the 20 largest US cities: a hierarchical modelling strategy , 2000 .

[3]  Michelle L. Bell,et al.  Weather-Related Mortality: How Heat, Cold, and Heat Waves Affect Mortality in the United States , 2009, Epidemiology.

[4]  Annibale Biggeri,et al.  Vulnerability to Heat-Related Mortality: A Multicity, Population-Based, Case-Crossover Analysis , 2006, Epidemiology.

[5]  Dan Jackson,et al.  Extending DerSimonian and Laird's methodology to perform multivariate random effects meta‐analyses , 2009, Statistics in medicine.

[6]  J Schwartz,et al.  The temporal pattern of mortality responses to ambient ozone in the APHEA project , 2009, Journal of Epidemiology & Community Health.

[7]  F. Dominici,et al.  Airborne particulate matter and mortality: timescale effects in four US cities. , 2003, American journal of epidemiology.

[8]  T. Louis,et al.  Model choice in time series studies of air pollution and mortality , 2006 .

[9]  Scott L. Zeger,et al.  Air Pollution and Mortality , 2002 .

[10]  J Schwartz,et al.  The distributed lag between air pollution and daily deaths. , 2000, Epidemiology.

[11]  Richard D Riley,et al.  Multivariate meta‐analysis: the effect of ignoring within‐study correlation , 2009 .

[12]  Ciprian M. Crainiceanu,et al.  Adjustment uncertainty in effect estimation , 2008 .

[13]  Paul Wilkinson,et al.  Mortality Displacement of Heat-Related Deaths: A Comparison of Delhi, São Paulo, and London , 2005, Epidemiology.

[14]  Miquel Porta,et al.  A Dictionary of Epidemiology , 2008 .

[15]  Joel Schwartz,et al.  Estimating the Exposure–Response Relationships between Particulate Matter and Mortality within the APHEA Multicity Project , 2004, Environmental health perspectives.

[16]  V. Muggeo,et al.  Modeling temperature effects on mortality: multiple segmented relationships with common break points. , 2008, Biostatistics.

[17]  H Straatman,et al.  Studying seasonality by using sine and cosine functions in regression analysis. , 1999, Journal of epidemiology and community health.

[18]  Paul Wilkinson,et al.  International study of temperature, heat and urban mortality: the 'ISOTHURM' project. , 2008, International journal of epidemiology.

[19]  Francesca Dominici,et al.  Time-series analysis of air pollution and mortality: a statistical review. , 2004, Research report.

[20]  E. Faerstein,et al.  A DICTIONARY OF EPIDEMIOLOGY , 2016 .

[21]  Chi Wang,et al.  Model selection and health effect estimation in environmental epidemiology. , 2008, Epidemiology.

[22]  B. Ripley,et al.  Semiparametric Regression: Preface , 2003 .

[23]  G. Luber,et al.  Climate change and extreme heat events. , 2008, American journal of preventive medicine.

[24]  J. Schwartz,et al.  Harvesting and long term exposure effects in the relation between air pollution and mortality. , 2000, American journal of epidemiology.

[25]  M P Wand,et al.  Generalized additive distributed lag models: quantifying mortality displacement. , 2000, Biostatistics.

[26]  Joel Schwartz,et al.  Analysis of health outcome time series data in epidemiological studies , 2004 .

[27]  M. Pelling,et al.  Associations between elevated atmospheric temperature and human mortality: a critical review of the literature , 2009 .

[28]  Rupa Basu,et al.  Relation between elevated ambient temperature and mortality: a review of the epidemiologic evidence. , 2002, Epidemiologic reviews.

[29]  Luke Clancy,et al.  Cause-specific mortality and the extended effects of particulate pollution and temperature exposure. , 2003, Environmental health perspectives.

[30]  Annibale Biggeri,et al.  Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health , 2007, Comput. Stat. Data Anal..

[31]  S L Zeger,et al.  Harvesting-resistant estimates of air pollution effects on mortality. , 1999, Epidemiology.

[32]  A Biggeri,et al.  Effects of cold weather on mortality: results from 15 European cities within the PHEWE project. , 2008, American journal of epidemiology.

[33]  Daniel Krewski,et al.  Acute Effects of Ambient Particulate Matter on Mortality in Europe and North America: Results from the APHENA Study , 2008, Environmental health perspectives.

[34]  P. Albert,et al.  Parametric and semiparametric approaches to testing for seasonal trend in serial count data. , 2002, Biostatistics.

[35]  Roger D Peng,et al.  On time series analysis of public health and biomedical data. , 2006, Annual review of public health.

[36]  Michael G. Schimek,et al.  Semiparametric penalized generalized additive models for environmental research and epidemiology , 2009 .

[37]  T. Hastie,et al.  Improved Semiparametric Time Series Models of Air Pollution and Mortality , 2004 .

[38]  J Schwartz,et al.  Is There Harvesting in the Association of Airborne Particles with Daily Deaths and Hospital Admissions? , 2001, Epidemiology.

[39]  S. Hajat,et al.  Heat-related and cold-related deaths in England and Wales: who is at risk? , 2006, Occupational and Environmental Medicine.

[40]  Scott L Zeger,et al.  Temperature and mortality in 11 cities of the eastern United States. , 2002, American journal of epidemiology.

[41]  S. Tong,et al.  Influence of Prenatal Lead Exposure on Genomic Methylation of Cord Blood DNA , 2009, Journal of Epidemiology & Community Health.

[42]  B G Armstrong,et al.  Effect of measurement error on epidemiological studies of environmental and occupational exposures. , 1998, Occupational and environmental medicine.

[43]  H. R. Anderson,et al.  Heat Effects on Mortality in 15 European Cities , 2008, Epidemiology.

[44]  Antonella Zanobetti,et al.  Temperature and Mortality in Nine US Cities , 2008, Epidemiology.

[45]  J. Schwartz,et al.  Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. , 1996, Journal of epidemiology and community health.

[46]  J Schwartz,et al.  Using Meta-Smoothing to Estimate Dose-Response Trends across Multiple Studies, with Application to Air Pollution and Daily Death , 2000, Epidemiology.

[47]  Antonella Zanobetti,et al.  The Time Course of Weather-Related Deaths , 2001, Epidemiology.

[48]  D Krewski,et al.  Association between ozone and hospitalization for respiratory diseases in 16 Canadian cities. , 1997, Environmental research.

[49]  E. Samoli,et al.  Seasonal confounding in air pollution and health time‐series studies: effect on air pollution effect estimates , 2006, Statistics in medicine.

[50]  M. Clyde,et al.  Health Effects of Air Pollution: A Statistical Review , 2003 .

[51]  Theo Stijnen,et al.  Advanced methods in meta‐analysis: multivariate approach and meta‐regression , 2002, Statistics in medicine.

[52]  S L Zeger,et al.  Exposure measurement error in time-series studies of air pollution: concepts and consequences. , 2000, Environmental health perspectives.

[53]  J. Schwartz,et al.  The National Morbidity, Mortality, and Air Pollution Study. Part II: Morbidity and mortality from air pollution in the United States. , 2000, Research report.

[54]  F. Dominici,et al.  Time-series studies of particulate matter. , 2004, Annual review of public health.

[55]  B. Armstrong,et al.  Mortality and temperature in Sofia and London , 2003, Journal of epidemiology and community health.

[56]  A. Rabl Air Pollution Mortality: Harvesting And Loss Of Life Expectancy , 2005, Journal of toxicology and environmental health. Part A.

[57]  Rupa Basu,et al.  High ambient temperature and mortality: a review of epidemiologic studies from 2001 to 2008 , 2009, Environmental health : a global access science source.

[58]  Ben Armstrong,et al.  Models for the Relationship Between Ambient Temperature and Daily Mortality , 2006, Epidemiology.

[59]  A Gasparrini,et al.  Distributed lag non-linear models , 2010, Statistics in medicine.

[60]  Roger D. Peng,et al.  Statistical Methods for Environmental Epidemiology with R: A Case Study in Air Pollution and Health , 2008 .

[61]  S. Zeger,et al.  Are the acute effects of particulate matter on mortality in the National Morbidity, Mortality, and Air Pollution Study the result of inadequate control for weather and season? A sensitivity analysis using flexible distributed lag models. , 2005, American journal of epidemiology.

[62]  J. Robins,et al.  Invited commentary: ecologic studies--biases, misconceptions, and counterexamples. , 1994, American journal of epidemiology.