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Volumn 171, Issue , 2019, Pages 134-144

On inferences about lag effects using lag models in air pollution time-series studies

Author keywords

Air pollution; Bias; Inference; Lag model; Model selection

Indexed keywords

ATMOSPHERIC POLLUTION; ERROR ANALYSIS; META-ANALYSIS; MODEL; PARTICULATE MATTER; TIME SERIES;

EID: 85060025661     PISSN: 00139351     EISSN: 10960953     Source Type: Journal    
DOI: 10.1016/j.envres.2018.12.032     Document Type: Article
Times cited : (17)

References (47)
  • 1
    • 84255211756 scopus 로고    scopus 로고
    • Quantitative systematic review of short term associations between ambient air pollution (particulate matter, ozone, nitrogen dioxide, sulphur dioxide and carbon monoxide), and mortality and morbidity
    • Anderson, H., et al. Quantitative systematic review of short term associations between ambient air pollution (particulate matter, ozone, nitrogen dioxide, sulphur dioxide and carbon monoxide), and mortality and morbidity. Report. Dep. Health Revis. First Rev., 2007.
    • (2007) Report. Dep. Health Revis. First Rev.
    • Anderson, H.1
  • 2
    • 14644398503 scopus 로고    scopus 로고
    • Ambient particulate matter and health effects: publication bias in studies of short-term associations
    • Anderson, H.R., et al. Ambient particulate matter and health effects: publication bias in studies of short-term associations. Epidemiology 16 (2005), 155–163.
    • (2005) Epidemiology , vol.16 , pp. 155-163
    • Anderson, H.R.1
  • 3
    • 84902259331 scopus 로고    scopus 로고
    • Epidemiological time series studies of PM2. 5 and daily mortality and hospital admissions: a systematic review and meta-analysis
    • (thoraxjnl-2013-204492)
    • Atkinson, R., et al. Epidemiological time series studies of PM2. 5 and daily mortality and hospital admissions: a systematic review and meta-analysis. Thorax, 2014 (thoraxjnl-2013-204492).
    • (2014) Thorax
    • Atkinson, R.1
  • 4
    • 84884764420 scopus 로고    scopus 로고
    • Time series regression studies in environmental epidemiology
    • Bhaskaran, K., et al. Time series regression studies in environmental epidemiology. Int. J. Epidemiol. 42 (2013), 1187–1195.
    • (2013) Int. J. Epidemiol. , vol.42 , pp. 1187-1195
    • Bhaskaran, K.1
  • 5
    • 0003576417 scopus 로고    scopus 로고
    • Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach
    • Springer Science & Business Media
    • Burnham, K.P., Anderson, D.R., Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. 2003, Springer Science & Business Media.
    • (2003)
    • Burnham, K.P.1    Anderson, D.R.2
  • 6
    • 8744307994 scopus 로고    scopus 로고
    • Multimodel inference: understanding AIC and BIC in model selection
    • Burnham, K.P., Anderson, D.R., Multimodel inference: understanding AIC and BIC in model selection. Sociol. Methods Res. 33 (2004), 261–304.
    • (2004) Sociol. Methods Res. , vol.33 , pp. 261-304
    • Burnham, K.P.1    Anderson, D.R.2
  • 7
    • 85060064764 scopus 로고    scopus 로고
    • Model uncertainty and health effect studies for particulate matter
    • Clyde, M., Model uncertainty and health effect studies for particulate matter. Environmetrics, 1999.
    • (1999) Environmetrics
    • Clyde, M.1
  • 8
    • 85014324904 scopus 로고    scopus 로고
    • Air pollution and deaths among elderly residents of Sao Paulo, Brazil: an analysis of mortality displacement
    • Costa, A.F., et al. Air pollution and deaths among elderly residents of Sao Paulo, Brazil: an analysis of mortality displacement. Environ. Health Perspect., 125, 2017, 349.
    • (2017) Environ. Health Perspect. , vol.125 , pp. 349
    • Costa, A.F.1
  • 9
    • 84892723528 scopus 로고    scopus 로고
    • Sensitivity and Specificity of Information Criteria
    • The Methodology Center and Department of Statistics, Penn State, The Pennsylvania State University
    • Dziak, J.J., et al. Sensitivity and Specificity of Information Criteria. 16, 2012, The Methodology Center and Department of Statistics, Penn State, The Pennsylvania State University, 140.
    • (2012) , vol.16 , pp. 140
    • Dziak, J.J.1
  • 10
    • 84893775796 scopus 로고    scopus 로고
    • Modeling exposure–lag–response associations with distributed lag non‐linear models
    • Gasparrini, A., Modeling exposure–lag–response associations with distributed lag non‐linear models. Stat. Med. 33 (2014), 881–899.
    • (2014) Stat. Med. , vol.33 , pp. 881-899
    • Gasparrini, A.1
  • 11
    • 84978066494 scopus 로고    scopus 로고
    • Modelling lagged associations in environmental time series data: a simulation study
    • Gasparrini, A., Modelling lagged associations in environmental time series data: a simulation study. Epidemiology 27 (2016), 835–842.
    • (2016) Epidemiology , vol.27 , pp. 835-842
    • Gasparrini, A.1
  • 12
    • 1042303693 scopus 로고    scopus 로고
    • Cause-specific mortality and the extended effects of particulate pollution and temperature exposure
    • Goodman, P.G., et al. Cause-specific mortality and the extended effects of particulate pollution and temperature exposure. Environ. Health Perspect., 112, 2004, 179.
    • (2004) Environ. Health Perspect. , vol.112 , pp. 179
    • Goodman, P.G.1
  • 13
    • 0001159321 scopus 로고
    • The impact of model selection on inference in linear regression
    • Hurvich, C.M., Tsai, C.L., The impact of model selection on inference in linear regression. Am. Stat. 44 (1990), 214–217.
    • (1990) Am. Stat. , vol.44 , pp. 214-217
    • Hurvich, C.M.1    Tsai, C.L.2
  • 14
    • 0035370264 scopus 로고    scopus 로고
    • Assessment of deaths attributable to air pollution: should we use risk estimates based on time series or on cohort studies?
    • Künzli, N., et al. Assessment of deaths attributable to air pollution: should we use risk estimates based on time series or on cohort studies?. Am. J. Epidemiol. 153 (2001), 1050–1055.
    • (2001) Am. J. Epidemiol. , vol.153 , pp. 1050-1055
    • Künzli, N.1
  • 15
    • 85028755616 scopus 로고    scopus 로고
    • Does a lag-structure of temperature confound air pollution-lag-response relation? Simulation and application in 7 major cities, Korea (1998–2013)
    • Kim, H., et al. Does a lag-structure of temperature confound air pollution-lag-response relation? Simulation and application in 7 major cities, Korea (1998–2013). Environ. Res. 159 (2017), 531–538.
    • (2017) Environ. Res. , vol.159 , pp. 531-538
    • Kim, H.1
  • 16
    • 84931268178 scopus 로고    scopus 로고
    • Effects of ambient air particles on mortality in Seoul: have the effects changed over time?
    • Kim, H., et al. Effects of ambient air particles on mortality in Seoul: have the effects changed over time?. Environ. Res. 140 (2015), 684–690.
    • (2015) Environ. Res. , vol.140 , pp. 684-690
    • Kim, H.1
  • 17
    • 84864740482 scopus 로고    scopus 로고
    • The temporal lag structure of short-term associations of fine particulate matter chemical constituents and cardiovascular and respiratory hospitalizations
    • Kim, S.-Y., et al. The temporal lag structure of short-term associations of fine particulate matter chemical constituents and cardiovascular and respiratory hospitalizations. Environ. Health Perspect., 120, 2012, 1094.
    • (2012) Environ. Health Perspect. , vol.120 , pp. 1094
    • Kim, S.-Y.1
  • 18
    • 0347566334 scopus 로고    scopus 로고
    • Measuring the health effects of air pollution: to what extent can we really say that people are dying from bad air?
    • Koop, G., Tole, L., Measuring the health effects of air pollution: to what extent can we really say that people are dying from bad air?. J. Environ. Econ. Manag. 47 (2004), 30–54.
    • (2004) J. Environ. Econ. Manag. , vol.47 , pp. 30-54
    • Koop, G.1    Tole, L.2
  • 19
    • 34147172243 scopus 로고    scopus 로고
    • On the equivalence of case-crossover and time series methods in environmental epidemiology
    • Lu, Y., Zeger, S.L., On the equivalence of case-crossover and time series methods in environmental epidemiology. Biostatistics 8 (2006), 337–344.
    • (2006) Biostatistics , vol.8 , pp. 337-344
    • Lu, Y.1    Zeger, S.L.2
  • 20
    • 0034541854 scopus 로고    scopus 로고
    • Assessing seasonal confounding and model selection bias in air pollution epidemiology using positive and negative control analyses
    • Lumley, T., Sheppard, L., Assessing seasonal confounding and model selection bias in air pollution epidemiology using positive and negative control analyses. Environmetrics 11 (2000), 705–717.
    • (2000) Environmetrics , vol.11 , pp. 705-717
    • Lumley, T.1    Sheppard, L.2
  • 21
    • 33646689102 scopus 로고    scopus 로고
    • Bootstrap model averaging in time series studies of particulate matter air pollution and mortality
    • Martin, M.A., Roberts, S., Bootstrap model averaging in time series studies of particulate matter air pollution and mortality. J. Expo. Sci. Environ. Epidemiol., 16, 2006, 242.
    • (2006) J. Expo. Sci. Environ. Epidemiol. , vol.16 , pp. 242
    • Martin, M.A.1    Roberts, S.2
  • 22
    • 0031818579 scopus 로고    scopus 로고
    • Inappropriate use of daily mortality analyses to estimate longer-term mortality effects of air pollution
    • McMichael, A.J., et al. Inappropriate use of daily mortality analyses to estimate longer-term mortality effects of air pollution. Int. J. Epidemiol. 27 (1998), 450–453.
    • (1998) Int. J. Epidemiol. , vol.27 , pp. 450-453
    • McMichael, A.J.1
  • 23
    • 84930226502 scopus 로고    scopus 로고
    • Quantitative systematic review of the associations between short-term exposure to nitrogen dioxide and mortality and hospital admissions
    • Mills, I., et al. Quantitative systematic review of the associations between short-term exposure to nitrogen dioxide and mortality and hospital admissions. BMJ Open., 5, 2015, e006946.
    • (2015) BMJ Open. , vol.5 , pp. e006946
    • Mills, I.1
  • 24
    • 84857088305 scopus 로고    scopus 로고
    • Main air pollutants and myocardial infarction: a systematic review and meta-analysis
    • Mustafić H., et al. Main air pollutants and myocardial infarction: a systematic review and meta-analysis. Jama 307 (2012), 713–721.
    • (2012) Jama , vol.307 , pp. 713-721
    • Mustafić, H.1
  • 25
    • 30344449503 scopus 로고    scopus 로고
    • Fine particulate air pollution and mortality in nine California counties: results from CALFINE
    • Ostro, B., et al. Fine particulate air pollution and mortality in nine California counties: results from CALFINE. Environ. Health Perspect., 114, 2006, 29.
    • (2006) Environ. Health Perspect. , vol.114 , pp. 29
    • Ostro, B.1
  • 26
    • 0037246570 scopus 로고    scopus 로고
    • Interpretation of air pollution mortality: number of deaths or years of life lost?
    • Rabl, A., Interpretation of air pollution mortality: number of deaths or years of life lost?. J. air Waste Manag. Assoc. 53 (2003), 41–50.
    • (2003) J. air Waste Manag. Assoc. , vol.53 , pp. 41-50
    • Rabl, A.1
  • 27
    • 17844373869 scopus 로고    scopus 로고
    • An investigation of distributed lag models in the context of air pollution and mortality time series analysis
    • Roberts, S., An investigation of distributed lag models in the context of air pollution and mortality time series analysis. J. Air Waste Manag. Assoc. 55 (2005), 273–282.
    • (2005) J. Air Waste Manag. Assoc. , vol.55 , pp. 273-282
    • Roberts, S.1
  • 28
    • 79951553659 scopus 로고    scopus 로고
    • What are distributed lag models of particulate matter air pollution estimating when there are populations of frail individuals?
    • Roberts, S., What are distributed lag models of particulate matter air pollution estimating when there are populations of frail individuals?. Environ. Int. 37 (2011), 586–591.
    • (2011) Environ. Int. , vol.37 , pp. 586-591
    • Roberts, S.1
  • 29
    • 77149152484 scopus 로고    scopus 로고
    • Bootstrap-after-bootstrap model averaging for reducing model uncertainty in model selection for air pollution mortality studies
    • Roberts, S., Martin, M.A., Bootstrap-after-bootstrap model averaging for reducing model uncertainty in model selection for air pollution mortality studies. Environ. Health Perspect., 118, 2010, 131.
    • (2010) Environ. Health Perspect. , vol.118 , pp. 131
    • Roberts, S.1    Martin, M.A.2
  • 30
    • 9144219907 scopus 로고    scopus 로고
    • Mortality displacement and distributed lag models
    • Roberts, S., Switzer, P., Mortality displacement and distributed lag models. Inhal. Toxicol. 16 (2004), 879–888.
    • (2004) Inhal. Toxicol. , vol.16 , pp. 879-888
    • Roberts, S.1    Switzer, P.2
  • 31
    • 0029010381 scopus 로고
    • Selecting an exposure lag period
    • Salvan, A., et al. Selecting an exposure lag period. Epidemiology, 1995, 387–390.
    • (1995) Epidemiology , pp. 387-390
    • Salvan, A.1
  • 32
    • 0034050771 scopus 로고    scopus 로고
    • The distributed lag between air pollution and daily deaths
    • Schwartz, J., The distributed lag between air pollution and daily deaths. Epidemiology 11 (2000), 320–326.
    • (2000) Epidemiology , vol.11 , pp. 320-326
    • Schwartz, J.1
  • 33
    • 0034159782 scopus 로고    scopus 로고
    • Harvesting and long term exposure effects in the relation between air pollution and mortality
    • Schwartz, J., Harvesting and long term exposure effects in the relation between air pollution and mortality. Am. J. Epidemiol. 151 (2000), 440–448.
    • (2000) Am. J. Epidemiol. , vol.151 , pp. 440-448
    • Schwartz, J.1
  • 34
    • 0035183333 scopus 로고    scopus 로고
    • Is there harvesting in the association of airborne particles with daily deaths and hospital admissions?
    • Schwartz, J., Is there harvesting in the association of airborne particles with daily deaths and hospital admissions?. Epidemiology 12 (2001), 55–61.
    • (2001) Epidemiology , vol.12 , pp. 55-61
    • Schwartz, J.1
  • 35
    • 18344418295 scopus 로고    scopus 로고
    • Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions
    • Schwartz, J., et al. Methodological issues in studies of air pollution and daily counts of deaths or hospital admissions. J. Epidemiol. Community Health 50 (1996), S3–S11.
    • (1996) J. Epidemiol. Community Health , vol.50 , pp. S3-S11
    • Schwartz, J.1
  • 36
    • 8544274797 scopus 로고    scopus 로고
    • Morbidity and mortality among elderly residents in cities with daily PM measurements
    • Schwartz, J., et al. Morbidity and mortality among elderly residents in cities with daily PM measurements. Revis. Anal. Time-Ser. Stud. air Pollut. Health, 2003, 25–58.
    • (2003) Revis. Anal. Time-Ser. Stud. air Pollut. Health , pp. 25-58
    • Schwartz, J.1
  • 37
    • 84884413989 scopus 로고    scopus 로고
    • Global association of air pollution and heart failure: a systematic review and meta-analysis
    • Shah, A.S., et al. Global association of air pollution and heart failure: a systematic review and meta-analysis. Lancet 382 (2013), 1039–1048.
    • (2013) Lancet , vol.382 , pp. 1039-1048
    • Shah, A.S.1
  • 38
    • 84926366591 scopus 로고    scopus 로고
    • Short term exposure to air pollution and stroke: systematic review and meta-analysis
    • Shah, A.S., et al. Short term exposure to air pollution and stroke: systematic review and meta-analysis. BMJ, 350, 2015, h1295.
    • (2015) BMJ , vol.350 , pp. h1295
    • Shah, A.S.1
  • 39
    • 0027977018 scopus 로고
    • A study of the effects of exposure misclassification due to the time-window design in pharmacoepidemiologic studies
    • van Staa, T.-P., et al. A study of the effects of exposure misclassification due to the time-window design in pharmacoepidemiologic studies. J. Clin. Epidemiol. 47 (1994), 183–189.
    • (1994) J. Clin. Epidemiol. , vol.47 , pp. 183-189
    • van Staa, T.-P.1
  • 40
    • 33847140992 scopus 로고    scopus 로고
    • Bayesian model averaging in time-series studies of air pollution and mortality
    • Thomas, D.C., et al. Bayesian model averaging in time-series studies of air pollution and mortality. J. Toxicol. Environ. Health Part A 70 (2007), 311–315.
    • (2007) J. Toxicol. Environ. Health Part A , vol.70 , pp. 311-315
    • Thomas, D.C.1
  • 41
    • 54149107453 scopus 로고    scopus 로고
    • Public Health and Air Pollution in Asia (PAPA): a multicity study of short-term effects of air pollution on mortality
    • Wong, C.-M., et al. Public Health and Air Pollution in Asia (PAPA): a multicity study of short-term effects of air pollution on mortality. Environ. Health Perspect., 116, 2008, 1195.
    • (2008) Environ. Health Perspect. , vol.116 , pp. 1195
    • Wong, C.-M.1
  • 42
    • 38349030892 scopus 로고    scopus 로고
    • Mortality displacement in the association of ozone with mortality: an analysis of 48 cities in the United States
    • Zanobetti, A., Schwartz, J., Mortality displacement in the association of ozone with mortality: an analysis of 48 cities in the United States. Am. J. Respir. Crit. Care Med. 177 (2008), 184–189.
    • (2008) Am. J. Respir. Crit. Care Med. , vol.177 , pp. 184-189
    • Zanobetti, A.1    Schwartz, J.2
  • 43
    • 0036138413 scopus 로고    scopus 로고
    • The temporal pattern of mortality responses to air pollution: a multicity assessment of mortality displacement
    • Zanobetti, A., et al. The temporal pattern of mortality responses to air pollution: a multicity assessment of mortality displacement. Epidemiology 13 (2002), 87–93.
    • (2002) Epidemiology , vol.13 , pp. 87-93
    • Zanobetti, A.1
  • 44
    • 0043199818 scopus 로고    scopus 로고
    • The temporal pattern of respiratory and heart disease mortality in response to air pollution
    • Zanobetti, A., et al. The temporal pattern of respiratory and heart disease mortality in response to air pollution. Environ. Health Perspect., 111, 2003, 1188.
    • (2003) Environ. Health Perspect. , vol.111 , pp. 1188
    • Zanobetti, A.1
  • 45
    • 0000264028 scopus 로고    scopus 로고
    • Generalized additive distributed lag models: quantifying mortality displacement
    • Zanobetti, A., et al. Generalized additive distributed lag models: quantifying mortality displacement. Biostatistics 1 (2000), 279–292.
    • (2000) Biostatistics , vol.1 , pp. 279-292
    • Zanobetti, A.1
  • 46
    • 0032942007 scopus 로고    scopus 로고
    • Harvesting-resistant estimates of air pollution effects on mortality
    • Zeger, S.L., et al. Harvesting-resistant estimates of air pollution effects on mortality. Epidemiology, 1999, 171–175.
    • (1999) Epidemiology , pp. 171-175
    • Zeger, S.L.1
  • 47
    • 84946575494 scopus 로고    scopus 로고
    • Association between air pollutants and asthma emergency room visits and hospital admissions in time series studies: a systematic review and meta-analysis
    • Zheng, X.-y., et al. Association between air pollutants and asthma emergency room visits and hospital admissions in time series studies: a systematic review and meta-analysis. PLoS One, 10, 2015, e0138146.
    • (2015) PLoS One , vol.10 , pp. e0138146
    • Zheng, X.-Y.1


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