Extreme environmental temperatures and motorcycle crashes: a time-series analysis

被引:7
|
作者
Sakhvidi, Mohammad Javad Zare [1 ]
Yang, Jun [2 ]
Mohammadi, Danial [1 ]
FallahZadeh, Hussein [3 ]
Mehrparvar, Amirhooshang [4 ]
Stevenson, Mark [5 ]
Basagana, Xavier [6 ,7 ,8 ]
Gasparrini, Antonio [9 ,10 ,11 ]
Dadvand, Payam [6 ,7 ,8 ]
机构
[1] Shahid Sadoughi Univ Med Sci, Sch Publ Hlth, Dept Occupat Hlth, Yazd, Iran
[2] Guangzhou Med Univ, Sch Publ Hlth, Guangzhou 511436, Peoples R China
[3] Shahid Sadoughi Univ Med Sci, Sch Publ Hlth, Dept Epidemiol & Biostat, Yazd, Iran
[4] Shahid Sadoughi Univ Med Sci, Fac Med, Dept Occupat Med, Yazd, Iran
[5] Univ Melbourne, Melbourne Sch Design, Melbourne Sch Populat & Global Hlth, Melbourne, Vic, Australia
[6] ISGlobal, Doctor Aiguader 88, Barcelona 08003, Catalonia, Spain
[7] Univ Pompeu Fabra UPF, Barcelona, Spain
[8] CIBER Epidemiol & Salud Publ CIBERESP, Melchor Fernandez Almagro 3-5, Madrid 28029, Spain
[9] London Sch Hyg & Trop Med, Dept Publ Hlth Environm & Soc, London, England
[10] London Sch Hyg & Trop Med, Ctr Stat Methodol, London, England
[11] London Sch Hyg & Trop Med, Ctr Climate Change & Planetary Hlth, London, England
基金
英国医学研究理事会; 中国国家自然科学基金; 英国自然环境研究理事会;
关键词
Climate change; Time series; Iran; Traffic accident; ROAD-TRAFFIC INJURIES; AMBIENT-TEMPERATURES; RISK; MORTALITY; COLD; PERFORMANCE; FREQUENCY; AGE;
D O I
10.1007/s11356-022-21151-8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Extreme temperature could affect traffic crashes by influencing road safety, vehicle performance, and drivers' behavior and abilities. Studies evaluating the impacts of extreme temperatures on the risk of traffic crashes have mainly overlooked the potential role of vehicle air conditioners. The aim of this study, therefore, was to evaluate the effect of exposure to extreme cold and hot temperatures on seeking medical attention due to motorcycle crashes. The study was conducted in Iran by using medical attendance for motorcycle crashes from March 2011 to June 2017. Data on daily minimum, mean and maximum temperature (degrees C), relative humidity (%), wind velocity (km/h), and precipitation (mm/day) were collected. We developed semi-parametric generalized additive models following a quasi-Poisson distribution with the distributed nonlinear lag model to estimate the immediate and lagged associations (reported as relative risk [RR], and 95% confidence interval [CI]). Between March 2011 and June 2017, 36,079 medical attendances due to motorcycle road traffic crashes were recorded (15.8 +/- 5.92 victims per day). In this time period, the recorded temperature ranged from -11.2 to 45.4 degrees C (average: 25.5 +/- 11.0 degrees C). We found an increased risk of medical attendance for motorcycle crashes (based on maximum daily temperature) at both extremely cold (1st percentile) and hot (99th percentile) temperatures and also hot (75th percentile) temperatures, mainly during lags 0 to 3 days (e.g., RR: 1.12 [95% CI: 1.05: 1.20]; RR: 1.08 [95% CI: 1.01: 1.16]; RR: 1.20 [95% CI: 1.09: 1.32] at lag0 for extremely cold, hot, and extremely hot conditions, respectively). The risk estimates for extremely hot temperatures were larger than hot and extremely cold temperatures. We estimated that 11.01% (95% CI: 7.77:14.06) of the medical attendance for motorcycle crashes is estimated to be attributable to non-optimal temperature (using mean temperature as exposure variable). Our findings have important public health messaging, given the considerable burden associated with road traffic injury, particularly in low- and middle-income countries.
引用
收藏
页码:76251 / 76262
页数:12
相关论文
共 50 条
  • [21] POWER SPECTRUM ANALYSIS OF THE TIME-SERIES OF ANNUAL MEAN SURFACE AIR TEMPERATURES
    KANE, RP
    TEIXEIRA, NR
    [J]. CLIMATIC CHANGE, 1990, 17 (01) : 121 - 130
  • [22] Statistical analysis and time-series models for minimum/maximum temperatures in the Antarctic Peninsula
    Hughes, Gillian L.
    Rao, Suhasini Subba
    Rao, Tata Subba
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2007, 463 (2077): : 241 - 259
  • [23] TIME-SERIES ANALYSIS.
    Miller, Robert E.
    [J]. Chemical Engineering (New York), 1985, 92 (12): : 85 - 90
  • [24] TIME-SERIES ANALYSIS IN ENDOCRINOLOGY
    MATTHEWS, DR
    [J]. ACTA PAEDIATRICA SCANDINAVICA, 1988, : 55 - 62
  • [25] TIME-SERIES ANALYSIS OF JITTER
    SCHOENTGEN, J
    DEGUCHTENEERE, R
    [J]. JOURNAL OF PHONETICS, 1995, 23 (1-2) : 189 - 201
  • [26] CONSISTENCY IN TIME-SERIES ANALYSIS
    ROBINSON, PM
    [J]. ANNALS OF STATISTICS, 1978, 6 (01): : 215 - 223
  • [27] TIME-SERIES ANALYSIS OF INJURIES
    MARTINEZSCHNELL, B
    ZAIDI, A
    [J]. STATISTICS IN MEDICINE, 1989, 8 (12) : 1497 - 1508
  • [28] Nonlinear time-series analysis
    Parlitz, U
    [J]. NONLINEAR MODELING: ADVANCED BLACK-BOX TECHNIQUES, 1998, : 209 - 239
  • [29] PRODUCTION TIME-SERIES ANALYSIS
    GLEJSER, H
    [J]. CAHIERS ECONOMIQUES DE BRUXELLES, 1963, (19): : 425 - 453
  • [30] DISCRIMINATION IN TIME-SERIES ANALYSIS
    RUDRA, A
    [J]. BIOMETRIKA, 1952, 39 (3-4) : 434 - 439